Files
llama-3-8b-base-beta-dpo-hh…/trainer_state.json
ModelHub XC 7ea33623c3 初始化项目,由ModelHub XC社区提供模型
Model: W-61/llama-3-8b-base-beta-dpo-hh-helpful-4xh200-batch-64-20260417-230753
Source: Original Platform
2026-05-26 09:02:17 +08:00

13790 lines
557 KiB
JSON

{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 681,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"beta_dpo/beta": 0.10115084052085876,
"beta_dpo/beta_margin_grad_mean": -0.5005621910095215,
"beta_dpo/beta_margin_grad_std": 0.010608955286443233,
"beta_dpo/beta_margin_mean": -0.002253394341096282,
"beta_dpo/beta_margin_std": 0.042461980134248734,
"beta_dpo/beta_used": 0.10115084052085876,
"beta_dpo/beta_used_raw": 0.10115084052085876,
"beta_dpo/gap_mean": -0.004527175799012184,
"beta_dpo/gap_std": 0.06229356676340103,
"beta_dpo/loss_margin_mean": -0.02287048101425171,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.0014684287812041115,
"grad_norm": 83.69244384765625,
"learning_rate": 0.0,
"logits/chosen": -0.4974287748336792,
"logits/rejected": -0.43299180269241333,
"loss": 1.3849,
"step": 1
},
{
"beta_dpo/beta": 0.09928660839796066,
"beta_dpo/beta_margin_grad_mean": -0.501632034778595,
"beta_dpo/beta_margin_grad_std": 0.008741416968405247,
"beta_dpo/beta_margin_mean": -0.006530125625431538,
"beta_dpo/beta_margin_std": 0.034978773444890976,
"beta_dpo/beta_used": 0.09928660839796066,
"beta_dpo/beta_used_raw": 0.09928660839796066,
"beta_dpo/gap_mean": -0.0141224917024374,
"beta_dpo/gap_std": 0.1194789782166481,
"beta_dpo/loss_margin_mean": -0.06572240591049194,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.002936857562408223,
"grad_norm": 72.02227783203125,
"learning_rate": 7.246376811594203e-09,
"logits/chosen": -0.4953641891479492,
"logits/rejected": -0.4594460129737854,
"loss": 1.389,
"step": 2
},
{
"beta_dpo/beta": 0.09881577640771866,
"beta_dpo/beta_margin_grad_mean": -0.49877238273620605,
"beta_dpo/beta_margin_grad_std": 0.008976051583886147,
"beta_dpo/beta_margin_mean": 0.00491556478664279,
"beta_dpo/beta_margin_std": 0.03592138737440109,
"beta_dpo/beta_used": 0.09881577640771866,
"beta_dpo/beta_used_raw": 0.09881577640771866,
"beta_dpo/gap_mean": -0.006174812093377113,
"beta_dpo/gap_std": 0.16936704516410828,
"beta_dpo/loss_margin_mean": 0.04976421594619751,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.004405286343612335,
"grad_norm": 67.19432067871094,
"learning_rate": 1.4492753623188406e-08,
"logits/chosen": -0.48158758878707886,
"logits/rejected": -0.4422696828842163,
"loss": 1.389,
"step": 3
},
{
"beta_dpo/beta": 0.09335151314735413,
"beta_dpo/beta_margin_grad_mean": -0.5010735988616943,
"beta_dpo/beta_margin_grad_std": 0.009380017407238483,
"beta_dpo/beta_margin_mean": -0.004296026658266783,
"beta_dpo/beta_margin_std": 0.03754071146249771,
"beta_dpo/beta_used": 0.09335151314735413,
"beta_dpo/beta_used_raw": 0.09335151314735413,
"beta_dpo/gap_mean": -0.00973600521683693,
"beta_dpo/gap_std": 0.2109805941581726,
"beta_dpo/loss_margin_mean": -0.04590195417404175,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.005873715124816446,
"grad_norm": 67.43733215332031,
"learning_rate": 2.1739130434782606e-08,
"logits/chosen": -0.45274418592453003,
"logits/rejected": -0.42465052008628845,
"loss": 1.3977,
"step": 4
},
{
"beta_dpo/beta": 0.10049673914909363,
"beta_dpo/beta_margin_grad_mean": -0.4986048936843872,
"beta_dpo/beta_margin_grad_std": 0.009488900192081928,
"beta_dpo/beta_margin_mean": 0.005582462064921856,
"beta_dpo/beta_margin_std": 0.03796974569559097,
"beta_dpo/beta_used": 0.10049673914909363,
"beta_dpo/beta_used_raw": 0.10049673914909363,
"beta_dpo/gap_mean": -0.0020640306174755096,
"beta_dpo/gap_std": 0.2421741932630539,
"beta_dpo/loss_margin_mean": 0.05585688352584839,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.007342143906020558,
"grad_norm": 87.71318817138672,
"learning_rate": 2.898550724637681e-08,
"logits/chosen": -0.4956454932689667,
"logits/rejected": -0.4505915641784668,
"loss": 1.3858,
"step": 5
},
{
"beta_dpo/beta": 0.10047884285449982,
"beta_dpo/beta_margin_grad_mean": -0.500208854675293,
"beta_dpo/beta_margin_grad_std": 0.008933261968195438,
"beta_dpo/beta_margin_mean": -0.0008351176511496305,
"beta_dpo/beta_margin_std": 0.03574404865503311,
"beta_dpo/beta_used": 0.10047884285449982,
"beta_dpo/beta_used_raw": 0.10047884285449982,
"beta_dpo/gap_mean": 0.0017710481770336628,
"beta_dpo/gap_std": 0.2680016756057739,
"beta_dpo/loss_margin_mean": -0.007976382970809937,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.00881057268722467,
"grad_norm": 90.84674072265625,
"learning_rate": 3.6231884057971014e-08,
"logits/chosen": -0.5020167827606201,
"logits/rejected": -0.4594297409057617,
"loss": 1.3854,
"step": 6
},
{
"beta_dpo/beta": 0.09998422861099243,
"beta_dpo/beta_margin_grad_mean": -0.5002336502075195,
"beta_dpo/beta_margin_grad_std": 0.01014900952577591,
"beta_dpo/beta_margin_mean": -0.0009349790052510798,
"beta_dpo/beta_margin_std": 0.04061206057667732,
"beta_dpo/beta_used": 0.09998422861099243,
"beta_dpo/beta_used_raw": 0.09998422861099243,
"beta_dpo/gap_mean": 6.500491872429848e-05,
"beta_dpo/gap_std": 0.2939686179161072,
"beta_dpo/loss_margin_mean": -0.009219467639923096,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.010279001468428781,
"grad_norm": 83.6563491821289,
"learning_rate": 4.347826086956521e-08,
"logits/chosen": -0.5061265826225281,
"logits/rejected": -0.4723086953163147,
"loss": 1.3865,
"step": 7
},
{
"beta_dpo/beta": 0.1022939383983612,
"beta_dpo/beta_margin_grad_mean": -0.5015852451324463,
"beta_dpo/beta_margin_grad_std": 0.010492443107068539,
"beta_dpo/beta_margin_mean": -0.006352751050144434,
"beta_dpo/beta_margin_std": 0.042014747858047485,
"beta_dpo/beta_used": 0.1022939383983612,
"beta_dpo/beta_used_raw": 0.1022939383983612,
"beta_dpo/gap_mean": -0.009944056160748005,
"beta_dpo/gap_std": 0.3154027462005615,
"beta_dpo/loss_margin_mean": -0.061917901039123535,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.011747430249632892,
"grad_norm": 77.50525665283203,
"learning_rate": 5.0724637681159424e-08,
"logits/chosen": -0.5334175825119019,
"logits/rejected": -0.510188102722168,
"loss": 1.3836,
"step": 8
},
{
"beta_dpo/beta": 0.09855471551418304,
"beta_dpo/beta_margin_grad_mean": -0.49951478838920593,
"beta_dpo/beta_margin_grad_std": 0.011848426423966885,
"beta_dpo/beta_margin_mean": 0.00194238789845258,
"beta_dpo/beta_margin_std": 0.04742159694433212,
"beta_dpo/beta_used": 0.09855471551418304,
"beta_dpo/beta_used_raw": 0.09855471551418304,
"beta_dpo/gap_mean": -0.005505750421434641,
"beta_dpo/gap_std": 0.34114253520965576,
"beta_dpo/loss_margin_mean": 0.02003002166748047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.013215859030837005,
"grad_norm": 77.50155639648438,
"learning_rate": 5.797101449275362e-08,
"logits/chosen": -0.523200511932373,
"logits/rejected": -0.478301465511322,
"loss": 1.3895,
"step": 9
},
{
"beta_dpo/beta": 0.0998501181602478,
"beta_dpo/beta_margin_grad_mean": -0.5005317330360413,
"beta_dpo/beta_margin_grad_std": 0.010131197981536388,
"beta_dpo/beta_margin_mean": -0.002129613421857357,
"beta_dpo/beta_margin_std": 0.04054965451359749,
"beta_dpo/beta_used": 0.0998501181602478,
"beta_dpo/beta_used_raw": 0.0998501181602478,
"beta_dpo/gap_mean": -0.010290170088410378,
"beta_dpo/gap_std": 0.3536257743835449,
"beta_dpo/loss_margin_mean": -0.021320700645446777,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.014684287812041116,
"grad_norm": 72.39192962646484,
"learning_rate": 6.521739130434782e-08,
"logits/chosen": -0.518991231918335,
"logits/rejected": -0.4768357276916504,
"loss": 1.3878,
"step": 10
},
{
"beta_dpo/beta": 0.10206712037324905,
"beta_dpo/beta_margin_grad_mean": -0.49908754229545593,
"beta_dpo/beta_margin_grad_std": 0.008663208223879337,
"beta_dpo/beta_margin_mean": 0.003652524435892701,
"beta_dpo/beta_margin_std": 0.03466520085930824,
"beta_dpo/beta_used": 0.10206712037324905,
"beta_dpo/beta_used_raw": 0.10206712037324905,
"beta_dpo/gap_mean": -0.004253363702446222,
"beta_dpo/gap_std": 0.35756930708885193,
"beta_dpo/loss_margin_mean": 0.03583630919456482,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.016152716593245228,
"grad_norm": 66.96553802490234,
"learning_rate": 7.246376811594203e-08,
"logits/chosen": -0.4826526641845703,
"logits/rejected": -0.4586416780948639,
"loss": 1.3833,
"step": 11
},
{
"beta_dpo/beta": 0.09693565964698792,
"beta_dpo/beta_margin_grad_mean": -0.500446617603302,
"beta_dpo/beta_margin_grad_std": 0.01050448976457119,
"beta_dpo/beta_margin_mean": -0.0017924468265846372,
"beta_dpo/beta_margin_std": 0.042050570249557495,
"beta_dpo/beta_used": 0.09693565964698792,
"beta_dpo/beta_used_raw": 0.09693565964698792,
"beta_dpo/gap_mean": -0.00683976337313652,
"beta_dpo/gap_std": 0.3720043897628784,
"beta_dpo/loss_margin_mean": -0.017470553517341614,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.01762114537444934,
"grad_norm": 83.22624206542969,
"learning_rate": 7.971014492753623e-08,
"logits/chosen": -0.547247052192688,
"logits/rejected": -0.5113379955291748,
"loss": 1.392,
"step": 12
},
{
"beta_dpo/beta": 0.09837324917316437,
"beta_dpo/beta_margin_grad_mean": -0.4999392330646515,
"beta_dpo/beta_margin_grad_std": 0.00992752518504858,
"beta_dpo/beta_margin_mean": 0.00025006092619150877,
"beta_dpo/beta_margin_std": 0.03974674642086029,
"beta_dpo/beta_used": 0.09837324917316437,
"beta_dpo/beta_used_raw": 0.09837324917316437,
"beta_dpo/gap_mean": -0.006056391168385744,
"beta_dpo/gap_std": 0.3698127865791321,
"beta_dpo/loss_margin_mean": 0.002656310796737671,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.01908957415565345,
"grad_norm": 82.04718017578125,
"learning_rate": 8.695652173913042e-08,
"logits/chosen": -0.4824892282485962,
"logits/rejected": -0.45439815521240234,
"loss": 1.3897,
"step": 13
},
{
"beta_dpo/beta": 0.09926562756299973,
"beta_dpo/beta_margin_grad_mean": -0.5004010200500488,
"beta_dpo/beta_margin_grad_std": 0.009033882059156895,
"beta_dpo/beta_margin_mean": -0.001605634461157024,
"beta_dpo/beta_margin_std": 0.03615177050232887,
"beta_dpo/beta_used": 0.09926562756299973,
"beta_dpo/beta_used_raw": 0.09926562756299973,
"beta_dpo/gap_mean": -0.0021513975225389004,
"beta_dpo/gap_std": 0.37402260303497314,
"beta_dpo/loss_margin_mean": -0.01792725920677185,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.020558002936857563,
"grad_norm": 89.19822692871094,
"learning_rate": 9.420289855072464e-08,
"logits/chosen": -0.47684037685394287,
"logits/rejected": -0.437483549118042,
"loss": 1.3877,
"step": 14
},
{
"beta_dpo/beta": 0.1028667539358139,
"beta_dpo/beta_margin_grad_mean": -0.49847865104675293,
"beta_dpo/beta_margin_grad_std": 0.009109060280025005,
"beta_dpo/beta_margin_mean": 0.006086469162255526,
"beta_dpo/beta_margin_std": 0.03645266592502594,
"beta_dpo/beta_used": 0.1028667539358139,
"beta_dpo/beta_used_raw": 0.1028667539358139,
"beta_dpo/gap_mean": 0.0069586304016411304,
"beta_dpo/gap_std": 0.3670150637626648,
"beta_dpo/loss_margin_mean": 0.05616268515586853,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.022026431718061675,
"grad_norm": 72.2989501953125,
"learning_rate": 1.0144927536231885e-07,
"logits/chosen": -0.4976166784763336,
"logits/rejected": -0.47907328605651855,
"loss": 1.3806,
"step": 15
},
{
"beta_dpo/beta": 0.10129574686288834,
"beta_dpo/beta_margin_grad_mean": -0.4988415837287903,
"beta_dpo/beta_margin_grad_std": 0.009300184436142445,
"beta_dpo/beta_margin_mean": 0.004635946359485388,
"beta_dpo/beta_margin_std": 0.03721487522125244,
"beta_dpo/beta_used": 0.10129574686288834,
"beta_dpo/beta_used_raw": 0.10129574686288834,
"beta_dpo/gap_mean": 0.01056666485965252,
"beta_dpo/gap_std": 0.369087815284729,
"beta_dpo/loss_margin_mean": 0.04578801989555359,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.023494860499265784,
"grad_norm": 85.27164459228516,
"learning_rate": 1.0869565217391303e-07,
"logits/chosen": -0.5442918539047241,
"logits/rejected": -0.5051777362823486,
"loss": 1.3833,
"step": 16
},
{
"beta_dpo/beta": 0.10490189492702484,
"beta_dpo/beta_margin_grad_mean": -0.4973750412464142,
"beta_dpo/beta_margin_grad_std": 0.009830176830291748,
"beta_dpo/beta_margin_mean": 0.010502819903194904,
"beta_dpo/beta_margin_std": 0.039345428347587585,
"beta_dpo/beta_used": 0.10490189492702484,
"beta_dpo/beta_used_raw": 0.10490189492702484,
"beta_dpo/gap_mean": 0.023403100669384003,
"beta_dpo/gap_std": 0.37113308906555176,
"beta_dpo/loss_margin_mean": 0.10013490915298462,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.024963289280469897,
"grad_norm": 80.40909576416016,
"learning_rate": 1.1594202898550725e-07,
"logits/chosen": -0.4828060269355774,
"logits/rejected": -0.44346535205841064,
"loss": 1.3755,
"step": 17
},
{
"beta_dpo/beta": 0.1001388430595398,
"beta_dpo/beta_margin_grad_mean": -0.4992016553878784,
"beta_dpo/beta_margin_grad_std": 0.008092939853668213,
"beta_dpo/beta_margin_mean": 0.00319434585981071,
"beta_dpo/beta_margin_std": 0.03238019719719887,
"beta_dpo/beta_used": 0.1001388430595398,
"beta_dpo/beta_used_raw": 0.1001388430595398,
"beta_dpo/gap_mean": 0.029124243184924126,
"beta_dpo/gap_std": 0.3635770082473755,
"beta_dpo/loss_margin_mean": 0.03153112530708313,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.02643171806167401,
"grad_norm": 82.2762680053711,
"learning_rate": 1.2318840579710146e-07,
"logits/chosen": -0.5221867561340332,
"logits/rejected": -0.4699585437774658,
"loss": 1.3833,
"step": 18
},
{
"beta_dpo/beta": 0.10230091959238052,
"beta_dpo/beta_margin_grad_mean": -0.4976135194301605,
"beta_dpo/beta_margin_grad_std": 0.009962659329175949,
"beta_dpo/beta_margin_mean": 0.009549921378493309,
"beta_dpo/beta_margin_std": 0.03987620025873184,
"beta_dpo/beta_used": 0.10230091959238052,
"beta_dpo/beta_used_raw": 0.10230091959238052,
"beta_dpo/gap_mean": 0.03644995018839836,
"beta_dpo/gap_std": 0.36511197686195374,
"beta_dpo/loss_margin_mean": 0.09297522902488708,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.027900146842878122,
"grad_norm": 67.32933807373047,
"learning_rate": 1.3043478260869563e-07,
"logits/chosen": -0.49089670181274414,
"logits/rejected": -0.4410245716571808,
"loss": 1.3788,
"step": 19
},
{
"beta_dpo/beta": 0.10144417732954025,
"beta_dpo/beta_margin_grad_mean": -0.49894100427627563,
"beta_dpo/beta_margin_grad_std": 0.007821588777005672,
"beta_dpo/beta_margin_mean": 0.0042366455309093,
"beta_dpo/beta_margin_std": 0.031295765191316605,
"beta_dpo/beta_used": 0.10144417732954025,
"beta_dpo/beta_used_raw": 0.10144417732954025,
"beta_dpo/gap_mean": 0.04330967366695404,
"beta_dpo/gap_std": 0.36020204424858093,
"beta_dpo/loss_margin_mean": 0.0418030321598053,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.02936857562408223,
"grad_norm": 77.79698944091797,
"learning_rate": 1.3768115942028986e-07,
"logits/chosen": -0.5257374048233032,
"logits/rejected": -0.4667814075946808,
"loss": 1.3796,
"step": 20
},
{
"beta_dpo/beta": 0.10282687842845917,
"beta_dpo/beta_margin_grad_mean": -0.49695706367492676,
"beta_dpo/beta_margin_grad_std": 0.010617760010063648,
"beta_dpo/beta_margin_mean": 0.012177429161965847,
"beta_dpo/beta_margin_std": 0.04252319782972336,
"beta_dpo/beta_used": 0.10282687842845917,
"beta_dpo/beta_used_raw": 0.10282687842845917,
"beta_dpo/gap_mean": 0.052578218281269073,
"beta_dpo/gap_std": 0.3585847020149231,
"beta_dpo/loss_margin_mean": 0.1178915798664093,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.030837004405286344,
"grad_norm": 84.59689331054688,
"learning_rate": 1.4492753623188405e-07,
"logits/chosen": -0.5015609860420227,
"logits/rejected": -0.4782274663448334,
"loss": 1.3762,
"step": 21
},
{
"beta_dpo/beta": 0.1021641194820404,
"beta_dpo/beta_margin_grad_mean": -0.494739294052124,
"beta_dpo/beta_margin_grad_std": 0.011074875481426716,
"beta_dpo/beta_margin_mean": 0.021053766831755638,
"beta_dpo/beta_margin_std": 0.04432320222258568,
"beta_dpo/beta_used": 0.1021641194820404,
"beta_dpo/beta_used_raw": 0.1021641194820404,
"beta_dpo/gap_mean": 0.07795767486095428,
"beta_dpo/gap_std": 0.37775668501853943,
"beta_dpo/loss_margin_mean": 0.2064528465270996,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.032305433186490456,
"grad_norm": 82.02935028076172,
"learning_rate": 1.5217391304347825e-07,
"logits/chosen": -0.5076688528060913,
"logits/rejected": -0.46508467197418213,
"loss": 1.375,
"step": 22
},
{
"beta_dpo/beta": 0.10281073302030563,
"beta_dpo/beta_margin_grad_mean": -0.4947512447834015,
"beta_dpo/beta_margin_grad_std": 0.009751598350703716,
"beta_dpo/beta_margin_mean": 0.02100636623799801,
"beta_dpo/beta_margin_std": 0.03903375566005707,
"beta_dpo/beta_used": 0.10281073302030563,
"beta_dpo/beta_used_raw": 0.10281073302030563,
"beta_dpo/gap_mean": 0.10390491783618927,
"beta_dpo/gap_std": 0.3772027790546417,
"beta_dpo/loss_margin_mean": 0.2033129334449768,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.033773861967694566,
"grad_norm": 76.44645690917969,
"learning_rate": 1.5942028985507245e-07,
"logits/chosen": -0.5184653997421265,
"logits/rejected": -0.4976601004600525,
"loss": 1.3708,
"step": 23
},
{
"beta_dpo/beta": 0.10454396903514862,
"beta_dpo/beta_margin_grad_mean": -0.4934062063694,
"beta_dpo/beta_margin_grad_std": 0.010538320057094097,
"beta_dpo/beta_margin_mean": 0.026394186541438103,
"beta_dpo/beta_margin_std": 0.04219713807106018,
"beta_dpo/beta_used": 0.10454396903514862,
"beta_dpo/beta_used_raw": 0.10454396903514862,
"beta_dpo/gap_mean": 0.12391284108161926,
"beta_dpo/gap_std": 0.37767690420150757,
"beta_dpo/loss_margin_mean": 0.2502744197845459,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.03524229074889868,
"grad_norm": 94.25565338134766,
"learning_rate": 1.6666666666666665e-07,
"logits/chosen": -0.5424538254737854,
"logits/rejected": -0.5254075527191162,
"loss": 1.3656,
"step": 24
},
{
"beta_dpo/beta": 0.100839763879776,
"beta_dpo/beta_margin_grad_mean": -0.4942309856414795,
"beta_dpo/beta_margin_grad_std": 0.009877659380435944,
"beta_dpo/beta_margin_mean": 0.02309180237352848,
"beta_dpo/beta_margin_std": 0.03954963758587837,
"beta_dpo/beta_used": 0.100839763879776,
"beta_dpo/beta_used_raw": 0.100839763879776,
"beta_dpo/gap_mean": 0.14912059903144836,
"beta_dpo/gap_std": 0.3832852840423584,
"beta_dpo/loss_margin_mean": 0.22906917333602905,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.03671071953010279,
"grad_norm": 75.07634735107422,
"learning_rate": 1.7391304347826085e-07,
"logits/chosen": -0.4918757677078247,
"logits/rejected": -0.46183332800865173,
"loss": 1.37,
"step": 25
},
{
"beta_dpo/beta": 0.10145638883113861,
"beta_dpo/beta_margin_grad_mean": -0.4906671941280365,
"beta_dpo/beta_margin_grad_std": 0.012507390230894089,
"beta_dpo/beta_margin_mean": 0.037368275225162506,
"beta_dpo/beta_margin_std": 0.050109487026929855,
"beta_dpo/beta_used": 0.10145638883113861,
"beta_dpo/beta_used_raw": 0.10145638883113861,
"beta_dpo/gap_mean": 0.1847640573978424,
"beta_dpo/gap_std": 0.4011450409889221,
"beta_dpo/loss_margin_mean": 0.3683029115200043,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.0381791483113069,
"grad_norm": 78.68896484375,
"learning_rate": 1.8115942028985507e-07,
"logits/chosen": -0.5504664182662964,
"logits/rejected": -0.5192441344261169,
"loss": 1.3654,
"step": 26
},
{
"beta_dpo/beta": 0.10302956402301788,
"beta_dpo/beta_margin_grad_mean": -0.4876747727394104,
"beta_dpo/beta_margin_grad_std": 0.01424187608063221,
"beta_dpo/beta_margin_mean": 0.049370817840099335,
"beta_dpo/beta_margin_std": 0.057142678648233414,
"beta_dpo/beta_used": 0.10302956402301788,
"beta_dpo/beta_used_raw": 0.10302956402301788,
"beta_dpo/gap_mean": 0.23974978923797607,
"beta_dpo/gap_std": 0.42792779207229614,
"beta_dpo/loss_margin_mean": 0.47268885374069214,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.039647577092511016,
"grad_norm": 87.7347183227539,
"learning_rate": 1.8840579710144927e-07,
"logits/chosen": -0.5187373161315918,
"logits/rejected": -0.4824272394180298,
"loss": 1.3563,
"step": 27
},
{
"beta_dpo/beta": 0.102115698158741,
"beta_dpo/beta_margin_grad_mean": -0.49245062470436096,
"beta_dpo/beta_margin_grad_std": 0.014135321602225304,
"beta_dpo/beta_margin_mean": 0.03022361919283867,
"beta_dpo/beta_margin_std": 0.056595128029584885,
"beta_dpo/beta_used": 0.102115698158741,
"beta_dpo/beta_used_raw": 0.102115698158741,
"beta_dpo/gap_mean": 0.2491932511329651,
"beta_dpo/gap_std": 0.4498485326766968,
"beta_dpo/loss_margin_mean": 0.295854777097702,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.041116005873715125,
"grad_norm": 75.64714050292969,
"learning_rate": 1.9565217391304347e-07,
"logits/chosen": -0.5084043741226196,
"logits/rejected": -0.4534956216812134,
"loss": 1.3579,
"step": 28
},
{
"beta_dpo/beta": 0.10585251450538635,
"beta_dpo/beta_margin_grad_mean": -0.4868943691253662,
"beta_dpo/beta_margin_grad_std": 0.015499315224587917,
"beta_dpo/beta_margin_mean": 0.05249761790037155,
"beta_dpo/beta_margin_std": 0.062127504497766495,
"beta_dpo/beta_used": 0.10585251450538635,
"beta_dpo/beta_used_raw": 0.10585251450538635,
"beta_dpo/gap_mean": 0.29277026653289795,
"beta_dpo/gap_std": 0.47807806730270386,
"beta_dpo/loss_margin_mean": 0.4953559637069702,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.042584434654919234,
"grad_norm": 94.25686645507812,
"learning_rate": 2.028985507246377e-07,
"logits/chosen": -0.5720121264457703,
"logits/rejected": -0.5272256731987,
"loss": 1.346,
"step": 29
},
{
"beta_dpo/beta": 0.10716623067855835,
"beta_dpo/beta_margin_grad_mean": -0.48364534974098206,
"beta_dpo/beta_margin_grad_std": 0.016273001208901405,
"beta_dpo/beta_margin_mean": 0.06553145498037338,
"beta_dpo/beta_margin_std": 0.06532347202301025,
"beta_dpo/beta_used": 0.10716623067855835,
"beta_dpo/beta_used_raw": 0.10716623067855835,
"beta_dpo/gap_mean": 0.3511636555194855,
"beta_dpo/gap_std": 0.5038948059082031,
"beta_dpo/loss_margin_mean": 0.6101883053779602,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.04405286343612335,
"grad_norm": 91.32884979248047,
"learning_rate": 2.1014492753623187e-07,
"logits/chosen": -0.4944499731063843,
"logits/rejected": -0.4637511968612671,
"loss": 1.3372,
"step": 30
},
{
"beta_dpo/beta": 0.09747521579265594,
"beta_dpo/beta_margin_grad_mean": -0.48976314067840576,
"beta_dpo/beta_margin_grad_std": 0.014673292636871338,
"beta_dpo/beta_margin_mean": 0.041009921580553055,
"beta_dpo/beta_margin_std": 0.05886054411530495,
"beta_dpo/beta_used": 0.09747521579265594,
"beta_dpo/beta_used_raw": 0.09747521579265594,
"beta_dpo/gap_mean": 0.36561119556427,
"beta_dpo/gap_std": 0.5108226537704468,
"beta_dpo/loss_margin_mean": 0.4201761782169342,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.04552129221732746,
"grad_norm": 68.29032135009766,
"learning_rate": 2.1739130434782607e-07,
"logits/chosen": -0.5044275522232056,
"logits/rejected": -0.4597151279449463,
"loss": 1.3554,
"step": 31
},
{
"beta_dpo/beta": 0.10314959287643433,
"beta_dpo/beta_margin_grad_mean": -0.4819798171520233,
"beta_dpo/beta_margin_grad_std": 0.020708369091153145,
"beta_dpo/beta_margin_mean": 0.07229103147983551,
"beta_dpo/beta_margin_std": 0.08329294621944427,
"beta_dpo/beta_used": 0.10314959287643433,
"beta_dpo/beta_used_raw": 0.10314959287643433,
"beta_dpo/gap_mean": 0.4219781458377838,
"beta_dpo/gap_std": 0.56684410572052,
"beta_dpo/loss_margin_mean": 0.7036821842193604,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.04698972099853157,
"grad_norm": 78.29996490478516,
"learning_rate": 2.2463768115942027e-07,
"logits/chosen": -0.5184359550476074,
"logits/rejected": -0.4776637554168701,
"loss": 1.338,
"step": 32
},
{
"beta_dpo/beta": 0.10217119753360748,
"beta_dpo/beta_margin_grad_mean": -0.48680615425109863,
"beta_dpo/beta_margin_grad_std": 0.016086775809526443,
"beta_dpo/beta_margin_mean": 0.05285169929265976,
"beta_dpo/beta_margin_std": 0.0644962415099144,
"beta_dpo/beta_used": 0.10217119753360748,
"beta_dpo/beta_used_raw": 0.10217119753360748,
"beta_dpo/gap_mean": 0.4387624263763428,
"beta_dpo/gap_std": 0.5823417901992798,
"beta_dpo/loss_margin_mean": 0.5102719664573669,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.048458149779735685,
"grad_norm": 75.79508209228516,
"learning_rate": 2.318840579710145e-07,
"logits/chosen": -0.47731277346611023,
"logits/rejected": -0.4508548974990845,
"loss": 1.3384,
"step": 33
},
{
"beta_dpo/beta": 0.09928236901760101,
"beta_dpo/beta_margin_grad_mean": -0.4819219708442688,
"beta_dpo/beta_margin_grad_std": 0.01917845755815506,
"beta_dpo/beta_margin_mean": 0.07247772812843323,
"beta_dpo/beta_margin_std": 0.07699740678071976,
"beta_dpo/beta_used": 0.09928236901760101,
"beta_dpo/beta_used_raw": 0.09928236901760101,
"beta_dpo/gap_mean": 0.48840245604515076,
"beta_dpo/gap_std": 0.6152428388595581,
"beta_dpo/loss_margin_mean": 0.7295181751251221,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.049926578560939794,
"grad_norm": 66.3543930053711,
"learning_rate": 2.391304347826087e-07,
"logits/chosen": -0.5100936889648438,
"logits/rejected": -0.4925019145011902,
"loss": 1.3401,
"step": 34
},
{
"beta_dpo/beta": 0.10785353183746338,
"beta_dpo/beta_margin_grad_mean": -0.47311800718307495,
"beta_dpo/beta_margin_grad_std": 0.02489115111529827,
"beta_dpo/beta_margin_mean": 0.10804824531078339,
"beta_dpo/beta_margin_std": 0.10100562125444412,
"beta_dpo/beta_used": 0.10785353183746338,
"beta_dpo/beta_used_raw": 0.10785353183746338,
"beta_dpo/gap_mean": 0.5772824883460999,
"beta_dpo/gap_std": 0.6622889637947083,
"beta_dpo/loss_margin_mean": 0.9983453750610352,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.0513950073421439,
"grad_norm": 77.56873321533203,
"learning_rate": 2.463768115942029e-07,
"logits/chosen": -0.5331075191497803,
"logits/rejected": -0.49618980288505554,
"loss": 1.3114,
"step": 35
},
{
"beta_dpo/beta": 0.10545908659696579,
"beta_dpo/beta_margin_grad_mean": -0.4742385447025299,
"beta_dpo/beta_margin_grad_std": 0.030729172751307487,
"beta_dpo/beta_margin_mean": 0.10363934934139252,
"beta_dpo/beta_margin_std": 0.12403807044029236,
"beta_dpo/beta_used": 0.10545908659696579,
"beta_dpo/beta_used_raw": 0.10545908659696579,
"beta_dpo/gap_mean": 0.6375015377998352,
"beta_dpo/gap_std": 0.7486386299133301,
"beta_dpo/loss_margin_mean": 0.9657546281814575,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.05286343612334802,
"grad_norm": 73.26063537597656,
"learning_rate": 2.536231884057971e-07,
"logits/chosen": -0.5830014944076538,
"logits/rejected": -0.5479526519775391,
"loss": 1.3121,
"step": 36
},
{
"beta_dpo/beta": 0.0942203551530838,
"beta_dpo/beta_margin_grad_mean": -0.47738873958587646,
"beta_dpo/beta_margin_grad_std": 0.03081784024834633,
"beta_dpo/beta_margin_mean": 0.09107129275798798,
"beta_dpo/beta_margin_std": 0.1248544380068779,
"beta_dpo/beta_used": 0.0942203551530838,
"beta_dpo/beta_used_raw": 0.0942203551530838,
"beta_dpo/gap_mean": 0.7214508056640625,
"beta_dpo/gap_std": 0.8505280017852783,
"beta_dpo/loss_margin_mean": 0.9462437629699707,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.05433186490455213,
"grad_norm": 50.44397735595703,
"learning_rate": 2.6086956521739126e-07,
"logits/chosen": -0.5012315511703491,
"logits/rejected": -0.45690277218818665,
"loss": 1.3286,
"step": 37
},
{
"beta_dpo/beta": 0.1041734591126442,
"beta_dpo/beta_margin_grad_mean": -0.4682784676551819,
"beta_dpo/beta_margin_grad_std": 0.03961404040455818,
"beta_dpo/beta_margin_mean": 0.12841160595417023,
"beta_dpo/beta_margin_std": 0.16240736842155457,
"beta_dpo/beta_used": 0.1041734591126442,
"beta_dpo/beta_used_raw": 0.1041734591126442,
"beta_dpo/gap_mean": 0.7879455089569092,
"beta_dpo/gap_std": 0.9812790155410767,
"beta_dpo/loss_margin_mean": 1.224595069885254,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.055800293685756244,
"grad_norm": 67.5627212524414,
"learning_rate": 2.681159420289855e-07,
"logits/chosen": -0.5276659727096558,
"logits/rejected": -0.4949561655521393,
"loss": 1.2998,
"step": 38
},
{
"beta_dpo/beta": 0.10857867449522018,
"beta_dpo/beta_margin_grad_mean": -0.46116903424263,
"beta_dpo/beta_margin_grad_std": 0.03715595230460167,
"beta_dpo/beta_margin_mean": 0.15660372376441956,
"beta_dpo/beta_margin_std": 0.15102945268154144,
"beta_dpo/beta_used": 0.10857867449522018,
"beta_dpo/beta_used_raw": 0.10857867449522018,
"beta_dpo/gap_mean": 0.9118002653121948,
"beta_dpo/gap_std": 1.0534446239471436,
"beta_dpo/loss_margin_mean": 1.4260352849960327,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.05726872246696035,
"grad_norm": 74.21395874023438,
"learning_rate": 2.753623188405797e-07,
"logits/chosen": -0.5588313341140747,
"logits/rejected": -0.5193623304367065,
"loss": 1.275,
"step": 39
},
{
"beta_dpo/beta": 0.0998622328042984,
"beta_dpo/beta_margin_grad_mean": -0.4660206437110901,
"beta_dpo/beta_margin_grad_std": 0.03987602889537811,
"beta_dpo/beta_margin_mean": 0.13751423358917236,
"beta_dpo/beta_margin_std": 0.16336165368556976,
"beta_dpo/beta_used": 0.0998622328042984,
"beta_dpo/beta_used_raw": 0.0998622328042984,
"beta_dpo/gap_mean": 0.9838204383850098,
"beta_dpo/gap_std": 1.121214509010315,
"beta_dpo/loss_margin_mean": 1.3697092533111572,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.05873715124816446,
"grad_norm": 55.91511154174805,
"learning_rate": 2.8260869565217386e-07,
"logits/chosen": -0.4998742341995239,
"logits/rejected": -0.46878963708877563,
"loss": 1.2931,
"step": 40
},
{
"beta_dpo/beta": 0.09814733266830444,
"beta_dpo/beta_margin_grad_mean": -0.4590160846710205,
"beta_dpo/beta_margin_grad_std": 0.04150310531258583,
"beta_dpo/beta_margin_mean": 0.1658371239900589,
"beta_dpo/beta_margin_std": 0.16969500482082367,
"beta_dpo/beta_used": 0.09814733266830444,
"beta_dpo/beta_used_raw": 0.09814733266830444,
"beta_dpo/gap_mean": 1.111755609512329,
"beta_dpo/gap_std": 1.2354657649993896,
"beta_dpo/loss_margin_mean": 1.6996898651123047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.06020558002936858,
"grad_norm": 59.53895950317383,
"learning_rate": 2.898550724637681e-07,
"logits/chosen": -0.5415744781494141,
"logits/rejected": -0.5051206350326538,
"loss": 1.2849,
"step": 41
},
{
"beta_dpo/beta": 0.11233452707529068,
"beta_dpo/beta_margin_grad_mean": -0.43761613965034485,
"beta_dpo/beta_margin_grad_std": 0.055440664291381836,
"beta_dpo/beta_margin_mean": 0.25520431995391846,
"beta_dpo/beta_margin_std": 0.23295927047729492,
"beta_dpo/beta_used": 0.11233452707529068,
"beta_dpo/beta_used_raw": 0.11233452707529068,
"beta_dpo/gap_mean": 1.3095552921295166,
"beta_dpo/gap_std": 1.4133354425430298,
"beta_dpo/loss_margin_mean": 2.2716450691223145,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.06167400881057269,
"grad_norm": 74.77738189697266,
"learning_rate": 2.971014492753623e-07,
"logits/chosen": -0.5276546478271484,
"logits/rejected": -0.4807955324649811,
"loss": 1.2274,
"step": 42
},
{
"beta_dpo/beta": 0.11648497730493546,
"beta_dpo/beta_margin_grad_mean": -0.4362444281578064,
"beta_dpo/beta_margin_grad_std": 0.05007302016019821,
"beta_dpo/beta_margin_mean": 0.2601800560951233,
"beta_dpo/beta_margin_std": 0.2120179980993271,
"beta_dpo/beta_used": 0.11648497730493546,
"beta_dpo/beta_used_raw": 0.11648497730493546,
"beta_dpo/gap_mean": 1.495275855064392,
"beta_dpo/gap_std": 1.494248390197754,
"beta_dpo/loss_margin_mean": 2.2226815223693848,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.0631424375917768,
"grad_norm": 79.2459487915039,
"learning_rate": 3.043478260869565e-07,
"logits/chosen": -0.5580309629440308,
"logits/rejected": -0.5340878963470459,
"loss": 1.1947,
"step": 43
},
{
"beta_dpo/beta": 0.11155369877815247,
"beta_dpo/beta_margin_grad_mean": -0.4344336986541748,
"beta_dpo/beta_margin_grad_std": 0.05017215758562088,
"beta_dpo/beta_margin_mean": 0.2672099471092224,
"beta_dpo/beta_margin_std": 0.20892754197120667,
"beta_dpo/beta_used": 0.11155369877815247,
"beta_dpo/beta_used_raw": 0.11155369877815247,
"beta_dpo/gap_mean": 1.653472900390625,
"beta_dpo/gap_std": 1.5553144216537476,
"beta_dpo/loss_margin_mean": 2.398895740509033,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.06461086637298091,
"grad_norm": 80.41355895996094,
"learning_rate": 3.115942028985507e-07,
"logits/chosen": -0.47205644845962524,
"logits/rejected": -0.45171642303466797,
"loss": 1.1951,
"step": 44
},
{
"beta_dpo/beta": 0.07954459637403488,
"beta_dpo/beta_margin_grad_mean": -0.4617185890674591,
"beta_dpo/beta_margin_grad_std": 0.043333351612091064,
"beta_dpo/beta_margin_mean": 0.15512201189994812,
"beta_dpo/beta_margin_std": 0.17768782377243042,
"beta_dpo/beta_used": 0.07954459637403488,
"beta_dpo/beta_used_raw": 0.07954459637403488,
"beta_dpo/gap_mean": 1.7186641693115234,
"beta_dpo/gap_std": 1.6547086238861084,
"beta_dpo/loss_margin_mean": 1.9536571502685547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.06607929515418502,
"grad_norm": 47.4119987487793,
"learning_rate": 3.188405797101449e-07,
"logits/chosen": -0.45731085538864136,
"logits/rejected": -0.4441610276699066,
"loss": 1.2831,
"step": 45
},
{
"beta_dpo/beta": 0.08992807567119598,
"beta_dpo/beta_margin_grad_mean": -0.44419437646865845,
"beta_dpo/beta_margin_grad_std": 0.060576457530260086,
"beta_dpo/beta_margin_mean": 0.22959379851818085,
"beta_dpo/beta_margin_std": 0.2589755356311798,
"beta_dpo/beta_used": 0.08992807567119598,
"beta_dpo/beta_used_raw": 0.08992807567119598,
"beta_dpo/gap_mean": 1.8407939672470093,
"beta_dpo/gap_std": 1.877316951751709,
"beta_dpo/loss_margin_mean": 2.509418249130249,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.06754772393538913,
"grad_norm": 66.04317474365234,
"learning_rate": 3.260869565217391e-07,
"logits/chosen": -0.517339289188385,
"logits/rejected": -0.46569010615348816,
"loss": 1.244,
"step": 46
},
{
"beta_dpo/beta": 0.10393651574850082,
"beta_dpo/beta_margin_grad_mean": -0.43122005462646484,
"beta_dpo/beta_margin_grad_std": 0.062102172523736954,
"beta_dpo/beta_margin_mean": 0.28237393498420715,
"beta_dpo/beta_margin_std": 0.2598910629749298,
"beta_dpo/beta_used": 0.10393651574850082,
"beta_dpo/beta_used_raw": 0.10393651574850082,
"beta_dpo/gap_mean": 1.97328519821167,
"beta_dpo/gap_std": 1.9843567609786987,
"beta_dpo/loss_margin_mean": 2.603851795196533,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.06901615271659324,
"grad_norm": 67.16490173339844,
"learning_rate": 3.333333333333333e-07,
"logits/chosen": -0.5952492952346802,
"logits/rejected": -0.5439423322677612,
"loss": 1.1832,
"step": 47
},
{
"beta_dpo/beta": 0.09790638089179993,
"beta_dpo/beta_margin_grad_mean": -0.43831878900527954,
"beta_dpo/beta_margin_grad_std": 0.06469718366861343,
"beta_dpo/beta_margin_mean": 0.2532716393470764,
"beta_dpo/beta_margin_std": 0.272605299949646,
"beta_dpo/beta_used": 0.09790638089179993,
"beta_dpo/beta_used_raw": 0.09790638089179993,
"beta_dpo/gap_mean": 2.1250531673431396,
"beta_dpo/gap_std": 2.0948853492736816,
"beta_dpo/loss_margin_mean": 2.544447422027588,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.07048458149779736,
"grad_norm": 78.59500122070312,
"learning_rate": 3.4057971014492755e-07,
"logits/chosen": -0.5685693025588989,
"logits/rejected": -0.5092687606811523,
"loss": 1.1987,
"step": 48
},
{
"beta_dpo/beta": 0.11987863481044769,
"beta_dpo/beta_margin_grad_mean": -0.41220971941947937,
"beta_dpo/beta_margin_grad_std": 0.08246695250272751,
"beta_dpo/beta_margin_mean": 0.3685282766819,
"beta_dpo/beta_margin_std": 0.3620261251926422,
"beta_dpo/beta_used": 0.11987863481044769,
"beta_dpo/beta_used_raw": 0.11987863481044769,
"beta_dpo/gap_mean": 2.2471675872802734,
"beta_dpo/gap_std": 2.2004098892211914,
"beta_dpo/loss_margin_mean": 3.125662088394165,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.07195301027900147,
"grad_norm": 240.3484344482422,
"learning_rate": 3.478260869565217e-07,
"logits/chosen": -0.5591256618499756,
"logits/rejected": -0.5024401545524597,
"loss": 1.1095,
"step": 49
},
{
"beta_dpo/beta": 0.10016916692256927,
"beta_dpo/beta_margin_grad_mean": -0.4190990924835205,
"beta_dpo/beta_margin_grad_std": 0.07547645270824432,
"beta_dpo/beta_margin_mean": 0.3364598751068115,
"beta_dpo/beta_margin_std": 0.32345935702323914,
"beta_dpo/beta_used": 0.10016916692256927,
"beta_dpo/beta_used_raw": 0.10016916692256927,
"beta_dpo/gap_mean": 2.4781899452209473,
"beta_dpo/gap_std": 2.4213905334472656,
"beta_dpo/loss_margin_mean": 3.3676936626434326,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.07342143906020558,
"grad_norm": 64.82975769042969,
"learning_rate": 3.5507246376811595e-07,
"logits/chosen": -0.5334613919258118,
"logits/rejected": -0.497406542301178,
"loss": 1.1672,
"step": 50
},
{
"beta_dpo/beta": 0.0657687559723854,
"beta_dpo/beta_margin_grad_mean": -0.44602659344673157,
"beta_dpo/beta_margin_grad_std": 0.06567390263080597,
"beta_dpo/beta_margin_mean": 0.22254019975662231,
"beta_dpo/beta_margin_std": 0.2765715718269348,
"beta_dpo/beta_used": 0.0657687559723854,
"beta_dpo/beta_used_raw": 0.0657687559723854,
"beta_dpo/gap_mean": 2.662703275680542,
"beta_dpo/gap_std": 2.715353012084961,
"beta_dpo/loss_margin_mean": 3.3309483528137207,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.07488986784140969,
"grad_norm": 36.31479263305664,
"learning_rate": 3.6231884057971015e-07,
"logits/chosen": -0.5016952753067017,
"logits/rejected": -0.4681543707847595,
"loss": 1.2592,
"step": 51
},
{
"beta_dpo/beta": 0.13919858634471893,
"beta_dpo/beta_margin_grad_mean": -0.34051814675331116,
"beta_dpo/beta_margin_grad_std": 0.11514287441968918,
"beta_dpo/beta_margin_mean": 0.7171680927276611,
"beta_dpo/beta_margin_std": 0.5753344297409058,
"beta_dpo/beta_used": 0.13919858634471893,
"beta_dpo/beta_used_raw": 0.13919858634471893,
"beta_dpo/gap_mean": 3.020768404006958,
"beta_dpo/gap_std": 2.9662249088287354,
"beta_dpo/loss_margin_mean": 5.1557536125183105,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.0763582966226138,
"grad_norm": 85.15430450439453,
"learning_rate": 3.695652173913043e-07,
"logits/chosen": -0.5425816774368286,
"logits/rejected": -0.4867020845413208,
"loss": 0.9776,
"step": 52
},
{
"beta_dpo/beta": 0.10637001693248749,
"beta_dpo/beta_margin_grad_mean": -0.3794803321361542,
"beta_dpo/beta_margin_grad_std": 0.10878144204616547,
"beta_dpo/beta_margin_mean": 0.5370194315910339,
"beta_dpo/beta_margin_std": 0.5486578345298767,
"beta_dpo/beta_used": 0.10637001693248749,
"beta_dpo/beta_used_raw": 0.10637001693248749,
"beta_dpo/gap_mean": 3.373033046722412,
"beta_dpo/gap_std": 3.254366874694824,
"beta_dpo/loss_margin_mean": 5.15134334564209,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.07782672540381791,
"grad_norm": 66.78472137451172,
"learning_rate": 3.7681159420289855e-07,
"logits/chosen": -0.5930138826370239,
"logits/rejected": -0.5710781812667847,
"loss": 1.0761,
"step": 53
},
{
"beta_dpo/beta": 0.09235785901546478,
"beta_dpo/beta_margin_grad_mean": -0.4021127223968506,
"beta_dpo/beta_margin_grad_std": 0.09637561440467834,
"beta_dpo/beta_margin_mean": 0.42590391635894775,
"beta_dpo/beta_margin_std": 0.46513980627059937,
"beta_dpo/beta_used": 0.09235785901546478,
"beta_dpo/beta_used_raw": 0.09235785901546478,
"beta_dpo/gap_mean": 3.6533608436584473,
"beta_dpo/gap_std": 3.5544323921203613,
"beta_dpo/loss_margin_mean": 4.466633319854736,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.07929515418502203,
"grad_norm": 54.912174224853516,
"learning_rate": 3.8405797101449274e-07,
"logits/chosen": -0.5769028663635254,
"logits/rejected": -0.5225714445114136,
"loss": 1.0957,
"step": 54
},
{
"beta_dpo/beta": 0.12684877216815948,
"beta_dpo/beta_margin_grad_mean": -0.3536130487918854,
"beta_dpo/beta_margin_grad_std": 0.14455373585224152,
"beta_dpo/beta_margin_mean": 0.690856397151947,
"beta_dpo/beta_margin_std": 0.7624755501747131,
"beta_dpo/beta_used": 0.12684877216815948,
"beta_dpo/beta_used_raw": 0.12684877216815948,
"beta_dpo/gap_mean": 3.942603826522827,
"beta_dpo/gap_std": 3.9598231315612793,
"beta_dpo/loss_margin_mean": 5.50035285949707,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.08076358296622614,
"grad_norm": 70.0872573852539,
"learning_rate": 3.9130434782608694e-07,
"logits/chosen": -0.6278643608093262,
"logits/rejected": -0.5644968748092651,
"loss": 0.9505,
"step": 55
},
{
"beta_dpo/beta": 0.08802211284637451,
"beta_dpo/beta_margin_grad_mean": -0.39712223410606384,
"beta_dpo/beta_margin_grad_std": 0.1159137487411499,
"beta_dpo/beta_margin_mean": 0.45057377219200134,
"beta_dpo/beta_margin_std": 0.5337446928024292,
"beta_dpo/beta_used": 0.08802211284637451,
"beta_dpo/beta_used_raw": 0.08802211284637451,
"beta_dpo/gap_mean": 4.207155227661133,
"beta_dpo/gap_std": 4.369948387145996,
"beta_dpo/loss_margin_mean": 5.1305742263793945,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.08223201174743025,
"grad_norm": 50.04378128051758,
"learning_rate": 3.9855072463768114e-07,
"logits/chosen": -0.6108717918395996,
"logits/rejected": -0.5681912899017334,
"loss": 1.0989,
"step": 56
},
{
"beta_dpo/beta": 0.151127427816391,
"beta_dpo/beta_margin_grad_mean": -0.31904980540275574,
"beta_dpo/beta_margin_grad_std": 0.14913946390151978,
"beta_dpo/beta_margin_mean": 0.8648303747177124,
"beta_dpo/beta_margin_std": 0.7930364012718201,
"beta_dpo/beta_used": 0.151127427816391,
"beta_dpo/beta_used_raw": 0.151127427816391,
"beta_dpo/gap_mean": 4.442320823669434,
"beta_dpo/gap_std": 4.536768436431885,
"beta_dpo/loss_margin_mean": 5.748650074005127,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.08370044052863436,
"grad_norm": 76.4854736328125,
"learning_rate": 4.057971014492754e-07,
"logits/chosen": -0.5923542976379395,
"logits/rejected": -0.5654958486557007,
"loss": 0.8215,
"step": 57
},
{
"beta_dpo/beta": 0.09416334331035614,
"beta_dpo/beta_margin_grad_mean": -0.3633388876914978,
"beta_dpo/beta_margin_grad_std": 0.13083474338054657,
"beta_dpo/beta_margin_mean": 0.6299749612808228,
"beta_dpo/beta_margin_std": 0.6659680008888245,
"beta_dpo/beta_used": 0.09416334331035614,
"beta_dpo/beta_used_raw": 0.09416334331035614,
"beta_dpo/gap_mean": 4.803388595581055,
"beta_dpo/gap_std": 4.8988494873046875,
"beta_dpo/loss_margin_mean": 6.5755534172058105,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.08516886930983847,
"grad_norm": 63.09685134887695,
"learning_rate": 4.1304347826086954e-07,
"logits/chosen": -0.595874547958374,
"logits/rejected": -0.5206152200698853,
"loss": 1.0303,
"step": 58
},
{
"beta_dpo/beta": 0.10466543585062027,
"beta_dpo/beta_margin_grad_mean": -0.34448105096817017,
"beta_dpo/beta_margin_grad_std": 0.15328913927078247,
"beta_dpo/beta_margin_mean": 0.829659640789032,
"beta_dpo/beta_margin_std": 1.0400630235671997,
"beta_dpo/beta_used": 0.10466543585062027,
"beta_dpo/beta_used_raw": 0.10466543585062027,
"beta_dpo/gap_mean": 5.30738639831543,
"beta_dpo/gap_std": 5.2926130294799805,
"beta_dpo/loss_margin_mean": 6.950667381286621,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.08663729809104258,
"grad_norm": 60.62688064575195,
"learning_rate": 4.2028985507246374e-07,
"logits/chosen": -0.5974893569946289,
"logits/rejected": -0.5545705556869507,
"loss": 0.9537,
"step": 59
},
{
"beta_dpo/beta": 0.11850239336490631,
"beta_dpo/beta_margin_grad_mean": -0.3506718575954437,
"beta_dpo/beta_margin_grad_std": 0.15503977239131927,
"beta_dpo/beta_margin_mean": 0.7030664086341858,
"beta_dpo/beta_margin_std": 0.7772324085235596,
"beta_dpo/beta_used": 0.11850239336490631,
"beta_dpo/beta_used_raw": 0.11850239336490631,
"beta_dpo/gap_mean": 5.407642364501953,
"beta_dpo/gap_std": 5.513436317443848,
"beta_dpo/loss_margin_mean": 5.766895294189453,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.0881057268722467,
"grad_norm": 69.3149185180664,
"learning_rate": 4.2753623188405794e-07,
"logits/chosen": -0.5805940628051758,
"logits/rejected": -0.5189210772514343,
"loss": 0.8759,
"step": 60
},
{
"beta_dpo/beta": 0.08738794177770615,
"beta_dpo/beta_margin_grad_mean": -0.37938931584358215,
"beta_dpo/beta_margin_grad_std": 0.15377961099147797,
"beta_dpo/beta_margin_mean": 0.6398810744285583,
"beta_dpo/beta_margin_std": 1.0747108459472656,
"beta_dpo/beta_used": 0.08738794177770615,
"beta_dpo/beta_used_raw": 0.08738794177770615,
"beta_dpo/gap_mean": 5.656585693359375,
"beta_dpo/gap_std": 6.2068586349487305,
"beta_dpo/loss_margin_mean": 6.976743221282959,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.08957415565345081,
"grad_norm": 49.676326751708984,
"learning_rate": 4.3478260869565214e-07,
"logits/chosen": -0.5972954034805298,
"logits/rejected": -0.5621410608291626,
"loss": 1.0428,
"step": 61
},
{
"beta_dpo/beta": 0.07970167696475983,
"beta_dpo/beta_margin_grad_mean": -0.4036404490470886,
"beta_dpo/beta_margin_grad_std": 0.1279177963733673,
"beta_dpo/beta_margin_mean": 0.45351850986480713,
"beta_dpo/beta_margin_std": 0.6815299987792969,
"beta_dpo/beta_used": 0.07970167696475983,
"beta_dpo/beta_used_raw": 0.07970167696475983,
"beta_dpo/gap_mean": 5.591924667358398,
"beta_dpo/gap_std": 6.288469314575195,
"beta_dpo/loss_margin_mean": 5.3183794021606445,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.09104258443465492,
"grad_norm": 49.01858901977539,
"learning_rate": 4.420289855072464e-07,
"logits/chosen": -0.5811234712600708,
"logits/rejected": -0.5460039973258972,
"loss": 1.0477,
"step": 62
},
{
"beta_dpo/beta": 0.10061165690422058,
"beta_dpo/beta_margin_grad_mean": -0.3452926576137543,
"beta_dpo/beta_margin_grad_std": 0.16270661354064941,
"beta_dpo/beta_margin_mean": 0.8012576103210449,
"beta_dpo/beta_margin_std": 0.977336049079895,
"beta_dpo/beta_used": 0.10061165690422058,
"beta_dpo/beta_used_raw": 0.10061165690422058,
"beta_dpo/gap_mean": 5.912351608276367,
"beta_dpo/gap_std": 6.507175445556641,
"beta_dpo/loss_margin_mean": 7.235960006713867,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.09251101321585903,
"grad_norm": 54.96387481689453,
"learning_rate": 4.4927536231884053e-07,
"logits/chosen": -0.5760135650634766,
"logits/rejected": -0.5288089513778687,
"loss": 0.934,
"step": 63
},
{
"beta_dpo/beta": 0.11127346754074097,
"beta_dpo/beta_margin_grad_mean": -0.32286009192466736,
"beta_dpo/beta_margin_grad_std": 0.17790742218494415,
"beta_dpo/beta_margin_mean": 1.0696979761123657,
"beta_dpo/beta_margin_std": 1.435511589050293,
"beta_dpo/beta_used": 0.11127346754074097,
"beta_dpo/beta_used_raw": 0.11127346754074097,
"beta_dpo/gap_mean": 6.382755279541016,
"beta_dpo/gap_std": 7.030701637268066,
"beta_dpo/loss_margin_mean": 8.447539329528809,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.09397944199706314,
"grad_norm": 54.98874282836914,
"learning_rate": 4.5652173913043473e-07,
"logits/chosen": -0.5682976245880127,
"logits/rejected": -0.5359951257705688,
"loss": 0.892,
"step": 64
},
{
"beta_dpo/beta": 0.15355268120765686,
"beta_dpo/beta_margin_grad_mean": -0.28559890389442444,
"beta_dpo/beta_margin_grad_std": 0.21047906577587128,
"beta_dpo/beta_margin_mean": 1.3807626962661743,
"beta_dpo/beta_margin_std": 1.8169898986816406,
"beta_dpo/beta_used": 0.15355268120765686,
"beta_dpo/beta_used_raw": 0.15355268120765686,
"beta_dpo/gap_mean": 6.738654136657715,
"beta_dpo/gap_std": 7.486597061157227,
"beta_dpo/loss_margin_mean": 8.504437446594238,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.09544787077826726,
"grad_norm": 84.47888946533203,
"learning_rate": 4.63768115942029e-07,
"logits/chosen": -0.6392999887466431,
"logits/rejected": -0.6247435808181763,
"loss": 0.7454,
"step": 65
},
{
"beta_dpo/beta": 0.038759633898735046,
"beta_dpo/beta_margin_grad_mean": -0.42082634568214417,
"beta_dpo/beta_margin_grad_std": 0.11057644337415695,
"beta_dpo/beta_margin_mean": 0.3621111810207367,
"beta_dpo/beta_margin_std": 0.5689931511878967,
"beta_dpo/beta_used": 0.038759633898735046,
"beta_dpo/beta_used_raw": 0.038759633898735046,
"beta_dpo/gap_mean": 7.011206150054932,
"beta_dpo/gap_std": 7.803816795349121,
"beta_dpo/loss_margin_mean": 7.870203971862793,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.09691629955947137,
"grad_norm": 30.142791748046875,
"learning_rate": 4.7101449275362313e-07,
"logits/chosen": -0.6175287365913391,
"logits/rejected": -0.5830913186073303,
"loss": 1.1833,
"step": 66
},
{
"beta_dpo/beta": 0.06989531219005585,
"beta_dpo/beta_margin_grad_mean": -0.38001659512519836,
"beta_dpo/beta_margin_grad_std": 0.14094047248363495,
"beta_dpo/beta_margin_mean": 0.59562087059021,
"beta_dpo/beta_margin_std": 0.8447734117507935,
"beta_dpo/beta_used": 0.06989531219005585,
"beta_dpo/beta_used_raw": 0.06989531219005585,
"beta_dpo/gap_mean": 7.094534873962402,
"beta_dpo/gap_std": 8.07803726196289,
"beta_dpo/loss_margin_mean": 8.12269401550293,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.09838472834067548,
"grad_norm": 44.186004638671875,
"learning_rate": 4.782608695652174e-07,
"logits/chosen": -0.6101835370063782,
"logits/rejected": -0.5699295997619629,
"loss": 1.0324,
"step": 67
},
{
"beta_dpo/beta": 0.09041684120893478,
"beta_dpo/beta_margin_grad_mean": -0.3650799095630646,
"beta_dpo/beta_margin_grad_std": 0.1839817315340042,
"beta_dpo/beta_margin_mean": 0.7865732908248901,
"beta_dpo/beta_margin_std": 1.181038498878479,
"beta_dpo/beta_used": 0.09041684120893478,
"beta_dpo/beta_used_raw": 0.06118408590555191,
"beta_dpo/gap_mean": 7.258274078369141,
"beta_dpo/gap_std": 8.184741973876953,
"beta_dpo/loss_margin_mean": 7.898317813873291,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.09985315712187959,
"grad_norm": 40.886878967285156,
"learning_rate": 4.855072463768116e-07,
"logits/chosen": -0.6218951940536499,
"logits/rejected": -0.5630506873130798,
"loss": 0.953,
"step": 68
},
{
"beta_dpo/beta": 0.12943625450134277,
"beta_dpo/beta_margin_grad_mean": -0.28914546966552734,
"beta_dpo/beta_margin_grad_std": 0.1749580055475235,
"beta_dpo/beta_margin_mean": 1.2787585258483887,
"beta_dpo/beta_margin_std": 1.491976022720337,
"beta_dpo/beta_used": 0.12943625450134277,
"beta_dpo/beta_used_raw": 0.12943625450134277,
"beta_dpo/gap_mean": 7.689189434051514,
"beta_dpo/gap_std": 8.327251434326172,
"beta_dpo/loss_margin_mean": 9.463652610778809,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1013215859030837,
"grad_norm": 72.10195922851562,
"learning_rate": 4.927536231884058e-07,
"logits/chosen": -0.5902745723724365,
"logits/rejected": -0.5661255717277527,
"loss": 0.7568,
"step": 69
},
{
"beta_dpo/beta": 0.0740790069103241,
"beta_dpo/beta_margin_grad_mean": -0.369037926197052,
"beta_dpo/beta_margin_grad_std": 0.1858556717634201,
"beta_dpo/beta_margin_mean": 0.8269989490509033,
"beta_dpo/beta_margin_std": 1.3370610475540161,
"beta_dpo/beta_used": 0.0740790069103241,
"beta_dpo/beta_used_raw": 0.06600124388933182,
"beta_dpo/gap_mean": 8.018512725830078,
"beta_dpo/gap_std": 8.71467399597168,
"beta_dpo/loss_margin_mean": 10.070143699645996,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1027900146842878,
"grad_norm": 58.23539352416992,
"learning_rate": 5e-07,
"logits/chosen": -0.6226065158843994,
"logits/rejected": -0.5874596834182739,
"loss": 1.0241,
"step": 70
},
{
"beta_dpo/beta": 0.10465647280216217,
"beta_dpo/beta_margin_grad_mean": -0.29003310203552246,
"beta_dpo/beta_margin_grad_std": 0.17214025557041168,
"beta_dpo/beta_margin_mean": 1.1773220300674438,
"beta_dpo/beta_margin_std": 1.2341235876083374,
"beta_dpo/beta_used": 0.10465647280216217,
"beta_dpo/beta_used_raw": 0.10465647280216217,
"beta_dpo/gap_mean": 8.682525634765625,
"beta_dpo/gap_std": 9.29095458984375,
"beta_dpo/loss_margin_mean": 11.49172306060791,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.10425844346549193,
"grad_norm": 47.67396545410156,
"learning_rate": 4.999967061337492e-07,
"logits/chosen": -0.6586190462112427,
"logits/rejected": -0.6172687411308289,
"loss": 0.8167,
"step": 71
},
{
"beta_dpo/beta": 0.1546517014503479,
"beta_dpo/beta_margin_grad_mean": -0.24096769094467163,
"beta_dpo/beta_margin_grad_std": 0.22502072155475616,
"beta_dpo/beta_margin_mean": 1.905733585357666,
"beta_dpo/beta_margin_std": 2.095893383026123,
"beta_dpo/beta_used": 0.1546517014503479,
"beta_dpo/beta_used_raw": 0.1546517014503479,
"beta_dpo/gap_mean": 9.315265655517578,
"beta_dpo/gap_std": 9.664226531982422,
"beta_dpo/loss_margin_mean": 12.12594985961914,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.10572687224669604,
"grad_norm": 75.66039276123047,
"learning_rate": 4.999868246217933e-07,
"logits/chosen": -0.6442696452140808,
"logits/rejected": -0.6082816123962402,
"loss": 0.5912,
"step": 72
},
{
"beta_dpo/beta": 0.09382159262895584,
"beta_dpo/beta_margin_grad_mean": -0.3226276934146881,
"beta_dpo/beta_margin_grad_std": 0.23689226806163788,
"beta_dpo/beta_margin_mean": 1.1267133951187134,
"beta_dpo/beta_margin_std": 1.6691551208496094,
"beta_dpo/beta_used": 0.09382159262895584,
"beta_dpo/beta_used_raw": 0.09382159262895584,
"beta_dpo/gap_mean": 9.892107009887695,
"beta_dpo/gap_std": 10.947005271911621,
"beta_dpo/loss_margin_mean": 12.176095008850098,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.10719530102790015,
"grad_norm": 63.61186981201172,
"learning_rate": 4.999703557245192e-07,
"logits/chosen": -0.6697020530700684,
"logits/rejected": -0.6270005702972412,
"loss": 0.877,
"step": 73
},
{
"beta_dpo/beta": 0.0458955280482769,
"beta_dpo/beta_margin_grad_mean": -0.38849544525146484,
"beta_dpo/beta_margin_grad_std": 0.181712806224823,
"beta_dpo/beta_margin_mean": 0.6362202763557434,
"beta_dpo/beta_margin_std": 1.2357457876205444,
"beta_dpo/beta_used": 0.0458955280482769,
"beta_dpo/beta_used_raw": 0.04306982085108757,
"beta_dpo/gap_mean": 10.440993309020996,
"beta_dpo/gap_std": 12.396344184875488,
"beta_dpo/loss_margin_mean": 13.167186737060547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.10866372980910426,
"grad_norm": 36.97188949584961,
"learning_rate": 4.999472998758977e-07,
"logits/chosen": -0.605143129825592,
"logits/rejected": -0.5923604965209961,
"loss": 1.0827,
"step": 74
},
{
"beta_dpo/beta": 0.1566300094127655,
"beta_dpo/beta_margin_grad_mean": -0.19501835107803345,
"beta_dpo/beta_margin_grad_std": 0.2327680140733719,
"beta_dpo/beta_margin_mean": 3.023698568344116,
"beta_dpo/beta_margin_std": 3.2827866077423096,
"beta_dpo/beta_used": 0.1566300094127655,
"beta_dpo/beta_used_raw": 0.1566300094127655,
"beta_dpo/gap_mean": 11.546646118164062,
"beta_dpo/gap_std": 13.614230155944824,
"beta_dpo/loss_margin_mean": 18.43977165222168,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.11013215859030837,
"grad_norm": 92.53497314453125,
"learning_rate": 4.999176576834721e-07,
"logits/chosen": -0.6607112288475037,
"logits/rejected": -0.6499860286712646,
"loss": 0.6467,
"step": 75
},
{
"beta_dpo/beta": 0.05693836510181427,
"beta_dpo/beta_margin_grad_mean": -0.3819631040096283,
"beta_dpo/beta_margin_grad_std": 0.20355312526226044,
"beta_dpo/beta_margin_mean": 0.6884029507637024,
"beta_dpo/beta_margin_std": 1.4083665609359741,
"beta_dpo/beta_used": 0.05693836510181427,
"beta_dpo/beta_used_raw": 0.004215408116579056,
"beta_dpo/gap_mean": 12.032630920410156,
"beta_dpo/gap_std": 13.884933471679688,
"beta_dpo/loss_margin_mean": 11.839239120483398,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.11160058737151249,
"grad_norm": 44.36159133911133,
"learning_rate": 4.998814299283415e-07,
"logits/chosen": -0.6945298910140991,
"logits/rejected": -0.6507744789123535,
"loss": 1.0088,
"step": 76
},
{
"beta_dpo/beta": 0.3072592616081238,
"beta_dpo/beta_margin_grad_mean": -0.16621431708335876,
"beta_dpo/beta_margin_grad_std": 0.2623097002506256,
"beta_dpo/beta_margin_mean": 6.070537090301514,
"beta_dpo/beta_margin_std": 7.8197712898254395,
"beta_dpo/beta_used": 0.3072592616081238,
"beta_dpo/beta_used_raw": 0.3072592616081238,
"beta_dpo/gap_mean": 13.085380554199219,
"beta_dpo/gap_std": 14.796323776245117,
"beta_dpo/loss_margin_mean": 18.652969360351562,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1130690161527166,
"grad_norm": 122.56193542480469,
"learning_rate": 4.998386175651409e-07,
"logits/chosen": -0.6592667102813721,
"logits/rejected": -0.6153388023376465,
"loss": 0.3922,
"step": 77
},
{
"beta_dpo/beta": 0.14949087798595428,
"beta_dpo/beta_margin_grad_mean": -0.3154319226741791,
"beta_dpo/beta_margin_grad_std": 0.24938298761844635,
"beta_dpo/beta_margin_mean": 2.418715238571167,
"beta_dpo/beta_margin_std": 3.7272212505340576,
"beta_dpo/beta_used": 0.14949087798595428,
"beta_dpo/beta_used_raw": 0.12561628222465515,
"beta_dpo/gap_mean": 13.365839958190918,
"beta_dpo/gap_std": 15.315971374511719,
"beta_dpo/loss_margin_mean": 14.452160835266113,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1145374449339207,
"grad_norm": 55.331443786621094,
"learning_rate": 4.997892217220159e-07,
"logits/chosen": -0.6192628145217896,
"logits/rejected": -0.5899114608764648,
"loss": 0.7759,
"step": 78
},
{
"beta_dpo/beta": 0.11019716411828995,
"beta_dpo/beta_margin_grad_mean": -0.3492397964000702,
"beta_dpo/beta_margin_grad_std": 0.24441301822662354,
"beta_dpo/beta_margin_mean": 1.7321070432662964,
"beta_dpo/beta_margin_std": 3.166022777557373,
"beta_dpo/beta_used": 0.11019716411828995,
"beta_dpo/beta_used_raw": -0.001482747495174408,
"beta_dpo/gap_mean": 13.848381042480469,
"beta_dpo/gap_std": 16.022428512573242,
"beta_dpo/loss_margin_mean": 15.7933349609375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.11600587371512482,
"grad_norm": 69.28112030029297,
"learning_rate": 4.997332437005931e-07,
"logits/chosen": -0.6417551636695862,
"logits/rejected": -0.608524739742279,
"loss": 0.8819,
"step": 79
},
{
"beta_dpo/beta": 0.001718068728223443,
"beta_dpo/beta_margin_grad_mean": -0.49326348304748535,
"beta_dpo/beta_margin_grad_std": 0.011248563416302204,
"beta_dpo/beta_margin_mean": 0.02697627618908882,
"beta_dpo/beta_margin_std": 0.04508247226476669,
"beta_dpo/beta_used": 0.001718068728223443,
"beta_dpo/beta_used_raw": -0.12951478362083435,
"beta_dpo/gap_mean": 14.141023635864258,
"beta_dpo/gap_std": 16.736181259155273,
"beta_dpo/loss_margin_mean": 14.089604377746582,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.11747430249632893,
"grad_norm": 2.357767343521118,
"learning_rate": 4.996706849759452e-07,
"logits/chosen": -0.7271322011947632,
"logits/rejected": -0.6814069747924805,
"loss": 1.3671,
"step": 80
},
{
"beta_dpo/beta": 0.1173420324921608,
"beta_dpo/beta_margin_grad_mean": -0.3296668529510498,
"beta_dpo/beta_margin_grad_std": 0.2772652506828308,
"beta_dpo/beta_margin_mean": 2.6220462322235107,
"beta_dpo/beta_margin_std": 4.677156925201416,
"beta_dpo/beta_used": 0.1173420324921608,
"beta_dpo/beta_used_raw": 0.08890701830387115,
"beta_dpo/gap_mean": 14.902729034423828,
"beta_dpo/gap_std": 17.593263626098633,
"beta_dpo/loss_margin_mean": 19.815006256103516,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.11894273127753303,
"grad_norm": 137.00436401367188,
"learning_rate": 4.996015471965529e-07,
"logits/chosen": -0.7320711016654968,
"logits/rejected": -0.699401319026947,
"loss": 1.0778,
"step": 81
},
{
"beta_dpo/beta": 0.04351024702191353,
"beta_dpo/beta_margin_grad_mean": -0.40177345275878906,
"beta_dpo/beta_margin_grad_std": 0.19916068017482758,
"beta_dpo/beta_margin_mean": 0.48920586705207825,
"beta_dpo/beta_margin_std": 1.2577557563781738,
"beta_dpo/beta_used": 0.04351024702191353,
"beta_dpo/beta_used_raw": 0.04351024702191353,
"beta_dpo/gap_mean": 14.832651138305664,
"beta_dpo/gap_std": 18.701509475708008,
"beta_dpo/loss_margin_mean": 15.354249954223633,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.12041116005873716,
"grad_norm": 50.82543182373047,
"learning_rate": 4.995258321842611e-07,
"logits/chosen": -0.649533748626709,
"logits/rejected": -0.6332418918609619,
"loss": 1.0506,
"step": 82
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4955040216445923,
"beta_dpo/beta_margin_grad_std": 0.0052512530237436295,
"beta_dpo/beta_margin_mean": 0.017986806109547615,
"beta_dpo/beta_margin_std": 0.021009791642427444,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.06825613230466843,
"beta_dpo/gap_mean": 15.605181694030762,
"beta_dpo/gap_std": 19.392963409423828,
"beta_dpo/loss_margin_mean": 17.986804962158203,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.12187958883994127,
"grad_norm": 1.6841143369674683,
"learning_rate": 4.994435419342304e-07,
"logits/chosen": -0.6862367391586304,
"logits/rejected": -0.643555760383606,
"loss": 1.3736,
"step": 83
},
{
"beta_dpo/beta": 0.14811725914478302,
"beta_dpo/beta_margin_grad_mean": -0.2708915174007416,
"beta_dpo/beta_margin_grad_std": 0.20906409621238708,
"beta_dpo/beta_margin_mean": 2.8868696689605713,
"beta_dpo/beta_margin_std": 4.1358442306518555,
"beta_dpo/beta_used": 0.14811725914478302,
"beta_dpo/beta_used_raw": 0.14811725914478302,
"beta_dpo/gap_mean": 15.893194198608398,
"beta_dpo/gap_std": 18.990737915039062,
"beta_dpo/loss_margin_mean": 15.966986656188965,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.12334801762114538,
"grad_norm": 86.9267349243164,
"learning_rate": 4.993546786148857e-07,
"logits/chosen": -0.6301603317260742,
"logits/rejected": -0.5886775851249695,
"loss": 0.7014,
"step": 84
},
{
"beta_dpo/beta": 0.05548453703522682,
"beta_dpo/beta_margin_grad_mean": -0.3620225489139557,
"beta_dpo/beta_margin_grad_std": 0.21889419853687286,
"beta_dpo/beta_margin_mean": 1.1414363384246826,
"beta_dpo/beta_margin_std": 1.9398654699325562,
"beta_dpo/beta_used": 0.05548453703522682,
"beta_dpo/beta_used_raw": -0.06038748845458031,
"beta_dpo/gap_mean": 15.512821197509766,
"beta_dpo/gap_std": 18.84861183166504,
"beta_dpo/loss_margin_mean": 15.94063663482666,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.12481644640234948,
"grad_norm": 61.42685317993164,
"learning_rate": 4.992592445678582e-07,
"logits/chosen": -0.6268604397773743,
"logits/rejected": -0.5931763648986816,
"loss": 1.0304,
"step": 85
},
{
"beta_dpo/beta": 0.08018074184656143,
"beta_dpo/beta_margin_grad_mean": -0.3861086666584015,
"beta_dpo/beta_margin_grad_std": 0.2810457944869995,
"beta_dpo/beta_margin_mean": 1.180087924003601,
"beta_dpo/beta_margin_std": 3.0287249088287354,
"beta_dpo/beta_used": 0.08018074184656143,
"beta_dpo/beta_used_raw": -0.07008485496044159,
"beta_dpo/gap_mean": 15.852239608764648,
"beta_dpo/gap_std": 20.208812713623047,
"beta_dpo/loss_margin_mean": 16.962554931640625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1262848751835536,
"grad_norm": 116.6102523803711,
"learning_rate": 4.991572423079235e-07,
"logits/chosen": -0.6792384386062622,
"logits/rejected": -0.6633239984512329,
"loss": 1.17,
"step": 86
},
{
"beta_dpo/beta": 0.12275532633066177,
"beta_dpo/beta_margin_grad_mean": -0.2609297037124634,
"beta_dpo/beta_margin_grad_std": 0.26698076725006104,
"beta_dpo/beta_margin_mean": 2.5129313468933105,
"beta_dpo/beta_margin_std": 3.3721165657043457,
"beta_dpo/beta_used": 0.12275532633066177,
"beta_dpo/beta_used_raw": 0.12275532633066177,
"beta_dpo/gap_mean": 16.574663162231445,
"beta_dpo/gap_std": 21.20650863647461,
"beta_dpo/loss_margin_mean": 18.905868530273438,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1277533039647577,
"grad_norm": 81.023681640625,
"learning_rate": 4.990486745229364e-07,
"logits/chosen": -0.7079585790634155,
"logits/rejected": -0.675015389919281,
"loss": 0.7054,
"step": 87
},
{
"beta_dpo/beta": 0.10302203893661499,
"beta_dpo/beta_margin_grad_mean": -0.38228002190589905,
"beta_dpo/beta_margin_grad_std": 0.26822036504745483,
"beta_dpo/beta_margin_mean": 1.8344087600708008,
"beta_dpo/beta_margin_std": 4.733022689819336,
"beta_dpo/beta_used": 0.10302203893661499,
"beta_dpo/beta_used_raw": 0.07114126533269882,
"beta_dpo/gap_mean": 16.420879364013672,
"beta_dpo/gap_std": 22.033344268798828,
"beta_dpo/loss_margin_mean": 14.693923950195312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.12922173274596183,
"grad_norm": 91.79285430908203,
"learning_rate": 4.989335440737586e-07,
"logits/chosen": -0.661591649055481,
"logits/rejected": -0.6481854915618896,
"loss": 1.0505,
"step": 88
},
{
"beta_dpo/beta": 0.12089363485574722,
"beta_dpo/beta_margin_grad_mean": -0.32127439975738525,
"beta_dpo/beta_margin_grad_std": 0.2475607842206955,
"beta_dpo/beta_margin_mean": 2.3120830059051514,
"beta_dpo/beta_margin_std": 3.9636423587799072,
"beta_dpo/beta_used": 0.12089363485574722,
"beta_dpo/beta_used_raw": -0.0026644468307495117,
"beta_dpo/gap_mean": 15.963903427124023,
"beta_dpo/gap_std": 21.23855209350586,
"beta_dpo/loss_margin_mean": 15.816018104553223,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.13069016152716592,
"grad_norm": 84.89918518066406,
"learning_rate": 4.988118539941847e-07,
"logits/chosen": -0.7054777145385742,
"logits/rejected": -0.666853129863739,
"loss": 0.8893,
"step": 89
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4948834478855133,
"beta_dpo/beta_margin_grad_std": 0.007280984427779913,
"beta_dpo/beta_margin_mean": 0.020473351702094078,
"beta_dpo/beta_margin_std": 0.029139788821339607,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.10932803153991699,
"beta_dpo/gap_mean": 16.511451721191406,
"beta_dpo/gap_std": 22.19609832763672,
"beta_dpo/loss_margin_mean": 20.473350524902344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.13215859030837004,
"grad_norm": 1.6320456266403198,
"learning_rate": 4.986836074908615e-07,
"logits/chosen": -0.6601126194000244,
"logits/rejected": -0.6607536673545837,
"loss": 1.3734,
"step": 90
},
{
"beta_dpo/beta": 0.0956064909696579,
"beta_dpo/beta_margin_grad_mean": -0.36107704043388367,
"beta_dpo/beta_margin_grad_std": 0.26534104347229004,
"beta_dpo/beta_margin_mean": 1.9452344179153442,
"beta_dpo/beta_margin_std": 3.7261810302734375,
"beta_dpo/beta_used": 0.0956064909696579,
"beta_dpo/beta_used_raw": 0.060106635093688965,
"beta_dpo/gap_mean": 16.999650955200195,
"beta_dpo/gap_std": 22.816213607788086,
"beta_dpo/loss_margin_mean": 17.7425594329834,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.13362701908957417,
"grad_norm": 163.5145721435547,
"learning_rate": 4.985488079432037e-07,
"logits/chosen": -0.683163583278656,
"logits/rejected": -0.6435012817382812,
"loss": 1.135,
"step": 91
},
{
"beta_dpo/beta": 0.004416329320520163,
"beta_dpo/beta_margin_grad_mean": -0.47850051522254944,
"beta_dpo/beta_margin_grad_std": 0.033828821033239365,
"beta_dpo/beta_margin_mean": 0.08677387237548828,
"beta_dpo/beta_margin_std": 0.1371731013059616,
"beta_dpo/beta_used": 0.004416329320520163,
"beta_dpo/beta_used_raw": -0.09906575083732605,
"beta_dpo/gap_mean": 17.035350799560547,
"beta_dpo/gap_std": 22.991302490234375,
"beta_dpo/loss_margin_mean": 17.186429977416992,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.13509544787077826,
"grad_norm": 7.026480197906494,
"learning_rate": 4.984074589033043e-07,
"logits/chosen": -0.714478611946106,
"logits/rejected": -0.685989499092102,
"loss": 1.3231,
"step": 92
},
{
"beta_dpo/beta": 0.012795208021998405,
"beta_dpo/beta_margin_grad_mean": -0.4487362504005432,
"beta_dpo/beta_margin_grad_std": 0.08327450603246689,
"beta_dpo/beta_margin_mean": 0.21816346049308777,
"beta_dpo/beta_margin_std": 0.3640429377555847,
"beta_dpo/beta_used": 0.012795208021998405,
"beta_dpo/beta_used_raw": 0.003189191222190857,
"beta_dpo/gap_mean": 17.194652557373047,
"beta_dpo/gap_std": 22.38436508178711,
"beta_dpo/loss_margin_mean": 17.124244689941406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.13656387665198239,
"grad_norm": 17.654693603515625,
"learning_rate": 4.982595640958425e-07,
"logits/chosen": -0.7458562850952148,
"logits/rejected": -0.6881492137908936,
"loss": 1.216,
"step": 93
},
{
"beta_dpo/beta": 0.08266030997037888,
"beta_dpo/beta_margin_grad_mean": -0.34286096692085266,
"beta_dpo/beta_margin_grad_std": 0.254118949174881,
"beta_dpo/beta_margin_mean": 1.8386805057525635,
"beta_dpo/beta_margin_std": 3.1514334678649902,
"beta_dpo/beta_used": 0.08266030997037888,
"beta_dpo/beta_used_raw": 0.05387556180357933,
"beta_dpo/gap_mean": 17.62067222595215,
"beta_dpo/gap_std": 22.231197357177734,
"beta_dpo/loss_margin_mean": 19.16136932373047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.13803230543318648,
"grad_norm": 86.43866729736328,
"learning_rate": 4.98105127417984e-07,
"logits/chosen": -0.6766291260719299,
"logits/rejected": -0.6523104310035706,
"loss": 0.9494,
"step": 94
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4960479736328125,
"beta_dpo/beta_margin_grad_std": 0.00468993978574872,
"beta_dpo/beta_margin_mean": 0.015809904783964157,
"beta_dpo/beta_margin_std": 0.018763281404972076,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.1939472258090973,
"beta_dpo/gap_mean": 17.355606079101562,
"beta_dpo/gap_std": 21.673551559448242,
"beta_dpo/loss_margin_mean": 15.809903144836426,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1395007342143906,
"grad_norm": 1.29397714138031,
"learning_rate": 4.979441529392784e-07,
"logits/chosen": -0.737293004989624,
"logits/rejected": -0.7039185166358948,
"loss": 1.3739,
"step": 95
},
{
"beta_dpo/beta": 0.1486305147409439,
"beta_dpo/beta_margin_grad_mean": -0.30508890748023987,
"beta_dpo/beta_margin_grad_std": 0.2417270988225937,
"beta_dpo/beta_margin_mean": 3.7028400897979736,
"beta_dpo/beta_margin_std": 6.17563533782959,
"beta_dpo/beta_used": 0.1486305147409439,
"beta_dpo/beta_used_raw": -0.02500748634338379,
"beta_dpo/gap_mean": 17.98691177368164,
"beta_dpo/gap_std": 21.86615753173828,
"beta_dpo/loss_margin_mean": 21.639110565185547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.14096916299559473,
"grad_norm": 48.836517333984375,
"learning_rate": 4.977766449015534e-07,
"logits/chosen": -0.7020214796066284,
"logits/rejected": -0.6632054448127747,
"loss": 0.7946,
"step": 96
},
{
"beta_dpo/beta": 0.06436537951231003,
"beta_dpo/beta_margin_grad_mean": -0.3319231867790222,
"beta_dpo/beta_margin_grad_std": 0.21798565983772278,
"beta_dpo/beta_margin_mean": 1.3948326110839844,
"beta_dpo/beta_margin_std": 2.1092705726623535,
"beta_dpo/beta_used": 0.06436537951231003,
"beta_dpo/beta_used_raw": 0.023374740034341812,
"beta_dpo/gap_mean": 17.544296264648438,
"beta_dpo/gap_std": 21.351360321044922,
"beta_dpo/loss_margin_mean": 16.46492576599121,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.14243759177679882,
"grad_norm": 62.58485794067383,
"learning_rate": 4.976026077188012e-07,
"logits/chosen": -0.6425115466117859,
"logits/rejected": -0.5889946818351746,
"loss": 0.9477,
"step": 97
},
{
"beta_dpo/beta": 0.1993415206670761,
"beta_dpo/beta_margin_grad_mean": -0.3418026566505432,
"beta_dpo/beta_margin_grad_std": 0.29540500044822693,
"beta_dpo/beta_margin_mean": 3.733274221420288,
"beta_dpo/beta_margin_std": 8.150524139404297,
"beta_dpo/beta_used": 0.1993415206670761,
"beta_dpo/beta_used_raw": 0.16680875420570374,
"beta_dpo/gap_mean": 17.85407257080078,
"beta_dpo/gap_std": 21.613468170166016,
"beta_dpo/loss_margin_mean": 18.21445655822754,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.14390602055800295,
"grad_norm": 155.92921447753906,
"learning_rate": 4.974220459770639e-07,
"logits/chosen": -0.6993780136108398,
"logits/rejected": -0.6774000525474548,
"loss": 1.0858,
"step": 98
},
{
"beta_dpo/beta": 0.05922618508338928,
"beta_dpo/beta_margin_grad_mean": -0.29211270809173584,
"beta_dpo/beta_margin_grad_std": 0.1934242695569992,
"beta_dpo/beta_margin_mean": 1.2846572399139404,
"beta_dpo/beta_margin_std": 1.4927436113357544,
"beta_dpo/beta_used": 0.05922618508338928,
"beta_dpo/beta_used_raw": 0.05922618508338928,
"beta_dpo/gap_mean": 18.435466766357422,
"beta_dpo/gap_std": 22.153942108154297,
"beta_dpo/loss_margin_mean": 21.74091911315918,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.14537444933920704,
"grad_norm": 45.9489860534668,
"learning_rate": 4.972349644343108e-07,
"logits/chosen": -0.6738119125366211,
"logits/rejected": -0.6671220660209656,
"loss": 0.7627,
"step": 99
},
{
"beta_dpo/beta": 0.049059588462114334,
"beta_dpo/beta_margin_grad_mean": -0.376477986574173,
"beta_dpo/beta_margin_grad_std": 0.19105187058448792,
"beta_dpo/beta_margin_mean": 0.7820718884468079,
"beta_dpo/beta_margin_std": 1.3751544952392578,
"beta_dpo/beta_used": 0.049059588462114334,
"beta_dpo/beta_used_raw": 0.027484482154250145,
"beta_dpo/gap_mean": 17.79035186767578,
"beta_dpo/gap_std": 22.48064422607422,
"beta_dpo/loss_margin_mean": 13.807634353637695,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.14684287812041116,
"grad_norm": 40.60963821411133,
"learning_rate": 4.970413680203148e-07,
"logits/chosen": -0.6705986261367798,
"logits/rejected": -0.62305748462677,
"loss": 0.9552,
"step": 100
},
{
"epoch": 0.14684287812041116,
"eval_beta_dpo/beta": 0.004559545312076807,
"eval_beta_dpo/beta_margin_grad_mean": -0.489467054605484,
"eval_beta_dpo/beta_margin_grad_std": 0.016749924048781395,
"eval_beta_dpo/beta_margin_mean": 0.07250447571277618,
"eval_beta_dpo/beta_margin_std": 0.1095583513379097,
"eval_beta_dpo/beta_used": 0.004559545312076807,
"eval_beta_dpo/beta_used_raw": -0.37313562631607056,
"eval_beta_dpo/gap_mean": 17.69536590576172,
"eval_beta_dpo/gap_std": 22.184284210205078,
"eval_beta_dpo/loss_margin_mean": 9.809774398803711,
"eval_beta_dpo/mask_keep_frac": 1.0,
"eval_logits/chosen": -0.6697728037834167,
"eval_logits/rejected": -0.641778290271759,
"eval_loss": 0.6785586476325989,
"eval_runtime": 40.2677,
"eval_samples_per_second": 58.086,
"eval_steps_per_second": 1.838,
"step": 100
},
{
"beta_dpo/beta": 0.07321029156446457,
"beta_dpo/beta_margin_grad_mean": -0.3686811923980713,
"beta_dpo/beta_margin_grad_std": 0.25677189230918884,
"beta_dpo/beta_margin_mean": 1.4722819328308105,
"beta_dpo/beta_margin_std": 3.1001694202423096,
"beta_dpo/beta_used": 0.07321029156446457,
"beta_dpo/beta_used_raw": -0.08677682280540466,
"beta_dpo/gap_mean": 17.66168975830078,
"beta_dpo/gap_std": 22.67660903930664,
"beta_dpo/loss_margin_mean": 16.247787475585938,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.14831130690161526,
"grad_norm": 78.9544448852539,
"learning_rate": 4.968412618365215e-07,
"logits/chosen": -0.6895424127578735,
"logits/rejected": -0.650581955909729,
"loss": 1.0062,
"step": 101
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4970797300338745,
"beta_dpo/beta_margin_grad_std": 0.005516585893929005,
"beta_dpo/beta_margin_mean": 0.011683052405714989,
"beta_dpo/beta_margin_std": 0.022071124985814095,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.20228251814842224,
"beta_dpo/gap_mean": 16.36496925354004,
"beta_dpo/gap_std": 22.436237335205078,
"beta_dpo/loss_margin_mean": 11.683052062988281,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.14977973568281938,
"grad_norm": 1.3097914457321167,
"learning_rate": 4.966346511559149e-07,
"logits/chosen": -0.7123202681541443,
"logits/rejected": -0.6617774963378906,
"loss": 1.3751,
"step": 102
},
{
"beta_dpo/beta": 0.12889112532138824,
"beta_dpo/beta_margin_grad_mean": -0.33258166909217834,
"beta_dpo/beta_margin_grad_std": 0.2698776423931122,
"beta_dpo/beta_margin_mean": 2.756754159927368,
"beta_dpo/beta_margin_std": 4.887447357177734,
"beta_dpo/beta_used": 0.12889112532138824,
"beta_dpo/beta_used_raw": 0.11348496377468109,
"beta_dpo/gap_mean": 17.27025032043457,
"beta_dpo/gap_std": 22.856536865234375,
"beta_dpo/loss_margin_mean": 22.42643928527832,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1512481644640235,
"grad_norm": 182.22842407226562,
"learning_rate": 4.964215414228785e-07,
"logits/chosen": -0.6717199087142944,
"logits/rejected": -0.6303577423095703,
"loss": 1.0281,
"step": 103
},
{
"beta_dpo/beta": 0.06325404345989227,
"beta_dpo/beta_margin_grad_mean": -0.36961308121681213,
"beta_dpo/beta_margin_grad_std": 0.2353500872850418,
"beta_dpo/beta_margin_mean": 1.4412060976028442,
"beta_dpo/beta_margin_std": 3.0654594898223877,
"beta_dpo/beta_used": 0.06325404345989227,
"beta_dpo/beta_used_raw": 0.046856410801410675,
"beta_dpo/gap_mean": 17.94310760498047,
"beta_dpo/gap_std": 23.2835693359375,
"beta_dpo/loss_margin_mean": 21.150423049926758,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1527165932452276,
"grad_norm": 88.83678436279297,
"learning_rate": 4.96201938253052e-07,
"logits/chosen": -0.7104257345199585,
"logits/rejected": -0.6671864986419678,
"loss": 1.0529,
"step": 104
},
{
"beta_dpo/beta": 0.36780738830566406,
"beta_dpo/beta_margin_grad_mean": -0.08803264796733856,
"beta_dpo/beta_margin_grad_std": 0.23639245331287384,
"beta_dpo/beta_margin_mean": 10.949403762817383,
"beta_dpo/beta_margin_std": 9.001367568969727,
"beta_dpo/beta_used": 0.36780738830566406,
"beta_dpo/beta_used_raw": 0.36780738830566406,
"beta_dpo/gap_mean": 19.79109764099121,
"beta_dpo/gap_std": 23.633255004882812,
"beta_dpo/loss_margin_mean": 29.683706283569336,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.15418502202643172,
"grad_norm": 242.09918212890625,
"learning_rate": 4.959758474331832e-07,
"logits/chosen": -0.732721209526062,
"logits/rejected": -0.7001240849494934,
"loss": 0.522,
"step": 105
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4954530894756317,
"beta_dpo/beta_margin_grad_std": 0.005140354391187429,
"beta_dpo/beta_margin_mean": 0.01819043606519699,
"beta_dpo/beta_margin_std": 0.020566506311297417,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.09649403393268585,
"beta_dpo/gap_mean": 20.10454750061035,
"beta_dpo/gap_std": 23.268360137939453,
"beta_dpo/loss_margin_mean": 18.190433502197266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.15565345080763582,
"grad_norm": 1.546743392944336,
"learning_rate": 4.957432749209755e-07,
"logits/chosen": -0.6345574855804443,
"logits/rejected": -0.5829192399978638,
"loss": 1.3696,
"step": 106
},
{
"beta_dpo/beta": 0.15242286026477814,
"beta_dpo/beta_margin_grad_mean": -0.2269459068775177,
"beta_dpo/beta_margin_grad_std": 0.27589160203933716,
"beta_dpo/beta_margin_mean": 3.2626266479492188,
"beta_dpo/beta_margin_std": 3.9688947200775146,
"beta_dpo/beta_used": 0.15242286026477814,
"beta_dpo/beta_used_raw": 0.15242286026477814,
"beta_dpo/gap_mean": 20.150800704956055,
"beta_dpo/gap_std": 23.207382202148438,
"beta_dpo/loss_margin_mean": 20.48804473876953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.15712187958883994,
"grad_norm": 113.67718505859375,
"learning_rate": 4.955042268449307e-07,
"logits/chosen": -0.7242048978805542,
"logits/rejected": -0.6693615317344666,
"loss": 0.559,
"step": 107
},
{
"beta_dpo/beta": 0.035163089632987976,
"beta_dpo/beta_margin_grad_mean": -0.3810098469257355,
"beta_dpo/beta_margin_grad_std": 0.18505938351154327,
"beta_dpo/beta_margin_mean": 0.7840278148651123,
"beta_dpo/beta_margin_std": 1.483026146888733,
"beta_dpo/beta_used": 0.035163089632987976,
"beta_dpo/beta_used_raw": 0.017950953915715218,
"beta_dpo/gap_mean": 20.339149475097656,
"beta_dpo/gap_std": 24.504940032958984,
"beta_dpo/loss_margin_mean": 22.11771011352539,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.15859030837004406,
"grad_norm": 30.485048294067383,
"learning_rate": 4.952587095041881e-07,
"logits/chosen": -0.7240760326385498,
"logits/rejected": -0.6844010949134827,
"loss": 1.0071,
"step": 108
},
{
"beta_dpo/beta": 0.08255766332149506,
"beta_dpo/beta_margin_grad_mean": -0.24582688510417938,
"beta_dpo/beta_margin_grad_std": 0.24141037464141846,
"beta_dpo/beta_margin_mean": 2.0719735622406006,
"beta_dpo/beta_margin_std": 2.4666452407836914,
"beta_dpo/beta_used": 0.08255766332149506,
"beta_dpo/beta_used_raw": 0.08255766332149506,
"beta_dpo/gap_mean": 21.11379051208496,
"beta_dpo/gap_std": 24.862241744995117,
"beta_dpo/loss_margin_mean": 24.515644073486328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.16005873715124816,
"grad_norm": 72.3277359008789,
"learning_rate": 4.95006729368358e-07,
"logits/chosen": -0.6247401833534241,
"logits/rejected": -0.5946367979049683,
"loss": 0.7082,
"step": 109
},
{
"beta_dpo/beta": 0.007696578744798899,
"beta_dpo/beta_margin_grad_mean": -0.446740984916687,
"beta_dpo/beta_margin_grad_std": 0.07942461222410202,
"beta_dpo/beta_margin_mean": 0.2259088009595871,
"beta_dpo/beta_margin_std": 0.35111066699028015,
"beta_dpo/beta_used": 0.007696578744798899,
"beta_dpo/beta_used_raw": -0.11108442395925522,
"beta_dpo/gap_mean": 21.73975372314453,
"beta_dpo/gap_std": 25.069347381591797,
"beta_dpo/loss_margin_mean": 22.480884552001953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.16152716593245228,
"grad_norm": 12.362462043762207,
"learning_rate": 4.947482930773511e-07,
"logits/chosen": -0.6756146550178528,
"logits/rejected": -0.6260861158370972,
"loss": 1.2462,
"step": 110
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49404606223106384,
"beta_dpo/beta_margin_grad_std": 0.007231460884213448,
"beta_dpo/beta_margin_mean": 0.023822510614991188,
"beta_dpo/beta_margin_std": 0.028938332572579384,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.0781029760837555,
"beta_dpo/gap_mean": 21.86594009399414,
"beta_dpo/gap_std": 25.79961395263672,
"beta_dpo/loss_margin_mean": 23.822509765625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.16299559471365638,
"grad_norm": 1.6921226978302002,
"learning_rate": 4.944834074412042e-07,
"logits/chosen": -0.6994168758392334,
"logits/rejected": -0.6692637801170349,
"loss": 1.3676,
"step": 111
},
{
"beta_dpo/beta": 0.15165650844573975,
"beta_dpo/beta_margin_grad_mean": -0.34309816360473633,
"beta_dpo/beta_margin_grad_std": 0.28766128420829773,
"beta_dpo/beta_margin_mean": 2.929415702819824,
"beta_dpo/beta_margin_std": 5.559157848358154,
"beta_dpo/beta_used": 0.15165650844573975,
"beta_dpo/beta_used_raw": -0.08103512227535248,
"beta_dpo/gap_mean": 21.06276512145996,
"beta_dpo/gap_std": 25.198822021484375,
"beta_dpo/loss_margin_mean": 15.551918029785156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1644640234948605,
"grad_norm": 29.376951217651367,
"learning_rate": 4.942120794399002e-07,
"logits/chosen": -0.6914588212966919,
"logits/rejected": -0.6384344100952148,
"loss": 0.7237,
"step": 112
},
{
"beta_dpo/beta": 0.06923054903745651,
"beta_dpo/beta_margin_grad_mean": -0.37122005224227905,
"beta_dpo/beta_margin_grad_std": 0.23908159136772156,
"beta_dpo/beta_margin_mean": 1.2863365411758423,
"beta_dpo/beta_margin_std": 2.375030994415283,
"beta_dpo/beta_used": 0.06923054903745651,
"beta_dpo/beta_used_raw": 0.0037154704332351685,
"beta_dpo/gap_mean": 20.280515670776367,
"beta_dpo/gap_std": 24.34324836730957,
"beta_dpo/loss_margin_mean": 18.54205894470215,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.16593245227606462,
"grad_norm": 73.8025894165039,
"learning_rate": 4.939343162231841e-07,
"logits/chosen": -0.6436402797698975,
"logits/rejected": -0.5879355669021606,
"loss": 1.0275,
"step": 113
},
{
"beta_dpo/beta": 0.10792845487594604,
"beta_dpo/beta_margin_grad_mean": -0.3395880460739136,
"beta_dpo/beta_margin_grad_std": 0.2739325165748596,
"beta_dpo/beta_margin_mean": 3.3032939434051514,
"beta_dpo/beta_margin_std": 6.392845630645752,
"beta_dpo/beta_used": 0.10792845487594604,
"beta_dpo/beta_used_raw": 0.0014918148517608643,
"beta_dpo/gap_mean": 21.269786834716797,
"beta_dpo/gap_std": 25.5091552734375,
"beta_dpo/loss_margin_mean": 26.308393478393555,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.16740088105726872,
"grad_norm": 182.32144165039062,
"learning_rate": 4.936501251103751e-07,
"logits/chosen": -0.6645747423171997,
"logits/rejected": -0.6166965365409851,
"loss": 1.1018,
"step": 114
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4950384795665741,
"beta_dpo/beta_margin_grad_std": 0.008213133551180363,
"beta_dpo/beta_margin_mean": 0.019854702055454254,
"beta_dpo/beta_margin_std": 0.03287569805979729,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.13187555968761444,
"beta_dpo/gap_mean": 20.974491119384766,
"beta_dpo/gap_std": 26.741947174072266,
"beta_dpo/loss_margin_mean": 19.854700088500977,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.16886930983847284,
"grad_norm": 1.579263687133789,
"learning_rate": 4.933595135901732e-07,
"logits/chosen": -0.7198022603988647,
"logits/rejected": -0.6816444396972656,
"loss": 1.3694,
"step": 115
},
{
"beta_dpo/beta": 0.14748090505599976,
"beta_dpo/beta_margin_grad_mean": -0.3244438171386719,
"beta_dpo/beta_margin_grad_std": 0.25262880325317383,
"beta_dpo/beta_margin_mean": 3.44006085395813,
"beta_dpo/beta_margin_std": 5.296873569488525,
"beta_dpo/beta_used": 0.14748090505599976,
"beta_dpo/beta_used_raw": 7.016956806182861e-05,
"beta_dpo/gap_mean": 20.802410125732422,
"beta_dpo/gap_std": 26.271785736083984,
"beta_dpo/loss_margin_mean": 20.255638122558594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.17033773861967694,
"grad_norm": 229.8918914794922,
"learning_rate": 4.930624893204624e-07,
"logits/chosen": -0.703331708908081,
"logits/rejected": -0.6744290590286255,
"loss": 0.9244,
"step": 116
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49576959013938904,
"beta_dpo/beta_margin_grad_std": 0.0058947219513356686,
"beta_dpo/beta_margin_mean": 0.016924891620874405,
"beta_dpo/beta_margin_std": 0.023586571216583252,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.11201402544975281,
"beta_dpo/gap_mean": 20.31169891357422,
"beta_dpo/gap_std": 25.738601684570312,
"beta_dpo/loss_margin_mean": 16.92489242553711,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.17180616740088106,
"grad_norm": 1.411366581916809,
"learning_rate": 4.927590601281083e-07,
"logits/chosen": -0.6768569946289062,
"logits/rejected": -0.6319583654403687,
"loss": 1.3696,
"step": 117
},
{
"beta_dpo/beta": 0.05472584441304207,
"beta_dpo/beta_margin_grad_mean": -0.3660266399383545,
"beta_dpo/beta_margin_grad_std": 0.20633184909820557,
"beta_dpo/beta_margin_mean": 1.0326712131500244,
"beta_dpo/beta_margin_std": 1.876607060432434,
"beta_dpo/beta_used": 0.05472584441304207,
"beta_dpo/beta_used_raw": -0.008384305983781815,
"beta_dpo/gap_mean": 19.919933319091797,
"beta_dpo/gap_std": 25.017112731933594,
"beta_dpo/loss_margin_mean": 18.486082077026367,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.17327459618208516,
"grad_norm": 34.99771499633789,
"learning_rate": 4.924492340087524e-07,
"logits/chosen": -0.7068147659301758,
"logits/rejected": -0.6715903282165527,
"loss": 0.9355,
"step": 118
},
{
"beta_dpo/beta": 0.10491637140512466,
"beta_dpo/beta_margin_grad_mean": -0.33534765243530273,
"beta_dpo/beta_margin_grad_std": 0.2645687460899353,
"beta_dpo/beta_margin_mean": 2.3737905025482178,
"beta_dpo/beta_margin_std": 4.37314510345459,
"beta_dpo/beta_used": 0.10491637140512466,
"beta_dpo/beta_used_raw": -0.03881131112575531,
"beta_dpo/gap_mean": 19.92425537109375,
"beta_dpo/gap_std": 24.904251098632812,
"beta_dpo/loss_margin_mean": 19.200084686279297,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.17474302496328928,
"grad_norm": 146.54409790039062,
"learning_rate": 4.92133019126601e-07,
"logits/chosen": -0.7222672700881958,
"logits/rejected": -0.6985388994216919,
"loss": 1.0162,
"step": 119
},
{
"beta_dpo/beta": 0.21818916499614716,
"beta_dpo/beta_margin_grad_mean": -0.1877627968788147,
"beta_dpo/beta_margin_grad_std": 0.3119850158691406,
"beta_dpo/beta_margin_mean": 5.290563106536865,
"beta_dpo/beta_margin_std": 6.116404056549072,
"beta_dpo/beta_used": 0.21818916499614716,
"beta_dpo/beta_used_raw": 0.21818916499614716,
"beta_dpo/gap_mean": 20.34283447265625,
"beta_dpo/gap_std": 25.407583236694336,
"beta_dpo/loss_margin_mean": 24.195154190063477,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1762114537444934,
"grad_norm": 204.10935974121094,
"learning_rate": 4.918104238142103e-07,
"logits/chosen": -0.7220108509063721,
"logits/rejected": -0.6780139207839966,
"loss": 0.6997,
"step": 120
},
{
"beta_dpo/beta": 0.01847536489367485,
"beta_dpo/beta_margin_grad_mean": -0.3978184163570404,
"beta_dpo/beta_margin_grad_std": 0.16114307940006256,
"beta_dpo/beta_margin_mean": 0.5521989464759827,
"beta_dpo/beta_margin_std": 0.942378044128418,
"beta_dpo/beta_used": 0.01847536489367485,
"beta_dpo/beta_used_raw": 0.012065595015883446,
"beta_dpo/gap_mean": 21.67633819580078,
"beta_dpo/gap_std": 26.208454132080078,
"beta_dpo/loss_margin_mean": 27.461488723754883,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1776798825256975,
"grad_norm": 23.686054229736328,
"learning_rate": 4.91481456572267e-07,
"logits/chosen": -0.6834492087364197,
"logits/rejected": -0.6698263883590698,
"loss": 1.1437,
"step": 121
},
{
"beta_dpo/beta": 0.45700308680534363,
"beta_dpo/beta_margin_grad_mean": -0.08143386244773865,
"beta_dpo/beta_margin_grad_std": 0.2316262423992157,
"beta_dpo/beta_margin_mean": 15.591158866882324,
"beta_dpo/beta_margin_std": 16.326433181762695,
"beta_dpo/beta_used": 0.45700308680534363,
"beta_dpo/beta_used_raw": 0.45700308680534363,
"beta_dpo/gap_mean": 23.661128997802734,
"beta_dpo/gap_std": 26.714675903320312,
"beta_dpo/loss_margin_mean": 34.74848175048828,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.17914831130690162,
"grad_norm": 238.48973083496094,
"learning_rate": 4.911461260693638e-07,
"logits/chosen": -0.6555478572845459,
"logits/rejected": -0.6584290266036987,
"loss": 0.3756,
"step": 122
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4943942129611969,
"beta_dpo/beta_margin_grad_std": 0.008313042111694813,
"beta_dpo/beta_margin_mean": 0.02243146486580372,
"beta_dpo/beta_margin_std": 0.033270444720983505,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.1897989809513092,
"beta_dpo/gap_mean": 24.12826919555664,
"beta_dpo/gap_std": 27.712556838989258,
"beta_dpo/loss_margin_mean": 22.43146324157715,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.18061674008810572,
"grad_norm": 1.7068573236465454,
"learning_rate": 4.908044411417711e-07,
"logits/chosen": -0.6849197149276733,
"logits/rejected": -0.6539350152015686,
"loss": 1.3672,
"step": 123
},
{
"beta_dpo/beta": 0.03426466882228851,
"beta_dpo/beta_margin_grad_mean": -0.3685888350009918,
"beta_dpo/beta_margin_grad_std": 0.2092631459236145,
"beta_dpo/beta_margin_mean": 1.0015679597854614,
"beta_dpo/beta_margin_std": 1.8775554895401,
"beta_dpo/beta_used": 0.03426466882228851,
"beta_dpo/beta_used_raw": -0.07082332670688629,
"beta_dpo/gap_mean": 24.793880462646484,
"beta_dpo/gap_std": 30.202411651611328,
"beta_dpo/loss_margin_mean": 29.717092514038086,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.18208516886930984,
"grad_norm": 38.06232833862305,
"learning_rate": 4.904564107932048e-07,
"logits/chosen": -0.6627172231674194,
"logits/rejected": -0.6565097570419312,
"loss": 1.0074,
"step": 124
},
{
"beta_dpo/beta": 0.0012786721345037222,
"beta_dpo/beta_margin_grad_mean": -0.4913226366043091,
"beta_dpo/beta_margin_grad_std": 0.009015963412821293,
"beta_dpo/beta_margin_mean": 0.03472711890935898,
"beta_dpo/beta_margin_std": 0.03609345108270645,
"beta_dpo/beta_used": 0.0012786721345037222,
"beta_dpo/beta_used_raw": -0.12858377397060394,
"beta_dpo/gap_mean": 25.316532135009766,
"beta_dpo/gap_std": 30.038803100585938,
"beta_dpo/loss_margin_mean": 27.47158432006836,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.18355359765051396,
"grad_norm": 2.35784649848938,
"learning_rate": 4.90102044194588e-07,
"logits/chosen": -0.6600132584571838,
"logits/rejected": -0.6433917284011841,
"loss": 1.3587,
"step": 125
},
{
"beta_dpo/beta": 0.0375693216919899,
"beta_dpo/beta_margin_grad_mean": -0.3544065058231354,
"beta_dpo/beta_margin_grad_std": 0.2188321352005005,
"beta_dpo/beta_margin_mean": 0.9979441165924072,
"beta_dpo/beta_margin_std": 1.667494297027588,
"beta_dpo/beta_used": 0.0375693216919899,
"beta_dpo/beta_used_raw": -0.0951186865568161,
"beta_dpo/gap_mean": 25.63544464111328,
"beta_dpo/gap_std": 29.89664649963379,
"beta_dpo/loss_margin_mean": 26.32620620727539,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.18502202643171806,
"grad_norm": 47.1953125,
"learning_rate": 4.897413506838102e-07,
"logits/chosen": -0.6728538274765015,
"logits/rejected": -0.6457461714744568,
"loss": 0.9888,
"step": 126
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49485456943511963,
"beta_dpo/beta_margin_grad_std": 0.006044152192771435,
"beta_dpo/beta_margin_mean": 0.020585671067237854,
"beta_dpo/beta_margin_std": 0.02418256551027298,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.22815854847431183,
"beta_dpo/gap_mean": 24.85071563720703,
"beta_dpo/gap_std": 29.267414093017578,
"beta_dpo/loss_margin_mean": 20.585670471191406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.18649045521292218,
"grad_norm": 1.646366834640503,
"learning_rate": 4.89374339765481e-07,
"logits/chosen": -0.6736807227134705,
"logits/rejected": -0.6437186002731323,
"loss": 1.3671,
"step": 127
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4946313500404358,
"beta_dpo/beta_margin_grad_std": 0.007378284819424152,
"beta_dpo/beta_margin_mean": 0.021480618044734,
"beta_dpo/beta_margin_std": 0.029524413868784904,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.13018402457237244,
"beta_dpo/gap_mean": 24.056352615356445,
"beta_dpo/gap_std": 29.08978271484375,
"beta_dpo/loss_margin_mean": 21.48061752319336,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.18795888399412627,
"grad_norm": 1.6088193655014038,
"learning_rate": 4.890010211106795e-07,
"logits/chosen": -0.6654571294784546,
"logits/rejected": -0.62144935131073,
"loss": 1.3663,
"step": 128
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4943726360797882,
"beta_dpo/beta_margin_grad_std": 0.009340907447040081,
"beta_dpo/beta_margin_mean": 0.02252124436199665,
"beta_dpo/beta_margin_std": 0.037395406514406204,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.12518861889839172,
"beta_dpo/gap_mean": 23.854827880859375,
"beta_dpo/gap_std": 30.1458740234375,
"beta_dpo/loss_margin_mean": 22.521244049072266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.1894273127753304,
"grad_norm": 1.709029197692871,
"learning_rate": 4.88621404556699e-07,
"logits/chosen": -0.6773253679275513,
"logits/rejected": -0.6511229276657104,
"loss": 1.3665,
"step": 129
},
{
"beta_dpo/beta": 0.31604424118995667,
"beta_dpo/beta_margin_grad_mean": -0.3025071620941162,
"beta_dpo/beta_margin_grad_std": 0.28252968192100525,
"beta_dpo/beta_margin_mean": 13.17651653289795,
"beta_dpo/beta_margin_std": 20.62891387939453,
"beta_dpo/beta_used": 0.31604424118995667,
"beta_dpo/beta_used_raw": 0.2993201017379761,
"beta_dpo/gap_mean": 24.651588439941406,
"beta_dpo/gap_std": 31.216594696044922,
"beta_dpo/loss_margin_mean": 32.33549880981445,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.19089574155653452,
"grad_norm": 376.320556640625,
"learning_rate": 4.882355001067891e-07,
"logits/chosen": -0.6749308705329895,
"logits/rejected": -0.6657023429870605,
"loss": 1.8792,
"step": 130
},
{
"beta_dpo/beta": 0.31704258918762207,
"beta_dpo/beta_margin_grad_mean": -0.13735538721084595,
"beta_dpo/beta_margin_grad_std": 0.2471843659877777,
"beta_dpo/beta_margin_mean": 10.250054359436035,
"beta_dpo/beta_margin_std": 14.311327934265137,
"beta_dpo/beta_used": 0.31704258918762207,
"beta_dpo/beta_used_raw": 0.31704258918762207,
"beta_dpo/gap_mean": 26.40115737915039,
"beta_dpo/gap_std": 31.766616821289062,
"beta_dpo/loss_margin_mean": 31.684356689453125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.19236417033773862,
"grad_norm": 32.02171325683594,
"learning_rate": 4.878433179298909e-07,
"logits/chosen": -0.6722965240478516,
"logits/rejected": -0.6686934232711792,
"loss": 0.2626,
"step": 131
},
{
"beta_dpo/beta": 0.07168679684400558,
"beta_dpo/beta_margin_grad_mean": -0.3351624310016632,
"beta_dpo/beta_margin_grad_std": 0.2476821094751358,
"beta_dpo/beta_margin_mean": 2.218749761581421,
"beta_dpo/beta_margin_std": 3.9757206439971924,
"beta_dpo/beta_used": 0.07168679684400558,
"beta_dpo/beta_used_raw": -0.14731627702713013,
"beta_dpo/gap_mean": 27.047744750976562,
"beta_dpo/gap_std": 32.3395881652832,
"beta_dpo/loss_margin_mean": 28.040454864501953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.19383259911894274,
"grad_norm": 109.02853393554688,
"learning_rate": 4.874448683603694e-07,
"logits/chosen": -0.7075382471084595,
"logits/rejected": -0.6883822679519653,
"loss": 1.0233,
"step": 132
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4935277998447418,
"beta_dpo/beta_margin_grad_std": 0.009248698130249977,
"beta_dpo/beta_margin_mean": 0.025902841240167618,
"beta_dpo/beta_margin_std": 0.037025336176157,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.21696753799915314,
"beta_dpo/gap_mean": 26.851011276245117,
"beta_dpo/gap_std": 33.47434997558594,
"beta_dpo/loss_margin_mean": 25.90283966064453,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.19530102790014683,
"grad_norm": 1.9039520025253296,
"learning_rate": 4.870401618977415e-07,
"logits/chosen": -0.6817045211791992,
"logits/rejected": -0.6619011163711548,
"loss": 1.365,
"step": 133
},
{
"beta_dpo/beta": 0.06148982420563698,
"beta_dpo/beta_margin_grad_mean": -0.30357643961906433,
"beta_dpo/beta_margin_grad_std": 0.22313292324543,
"beta_dpo/beta_margin_mean": 1.999468207359314,
"beta_dpo/beta_margin_std": 3.1728920936584473,
"beta_dpo/beta_used": 0.06148982420563698,
"beta_dpo/beta_used_raw": -0.11817823350429535,
"beta_dpo/gap_mean": 26.90046501159668,
"beta_dpo/gap_std": 33.11681365966797,
"beta_dpo/loss_margin_mean": 28.993818283081055,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.19676945668135096,
"grad_norm": 41.841182708740234,
"learning_rate": 4.866292092063986e-07,
"logits/chosen": -0.682968020439148,
"logits/rejected": -0.6522467136383057,
"loss": 0.8588,
"step": 134
},
{
"beta_dpo/beta": 0.2148977667093277,
"beta_dpo/beta_margin_grad_mean": -0.30633312463760376,
"beta_dpo/beta_margin_grad_std": 0.27675861120224,
"beta_dpo/beta_margin_mean": 7.662230968475342,
"beta_dpo/beta_margin_std": 12.879323959350586,
"beta_dpo/beta_used": 0.2148977667093277,
"beta_dpo/beta_used_raw": 0.14902925491333008,
"beta_dpo/gap_mean": 28.413272857666016,
"beta_dpo/gap_std": 33.834190368652344,
"beta_dpo/loss_margin_mean": 35.534969329833984,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.19823788546255505,
"grad_norm": 202.7677459716797,
"learning_rate": 4.862120211153265e-07,
"logits/chosen": -0.6785898208618164,
"logits/rejected": -0.6952340602874756,
"loss": 0.8377,
"step": 135
},
{
"beta_dpo/beta": 0.008590362034738064,
"beta_dpo/beta_margin_grad_mean": -0.4468691945075989,
"beta_dpo/beta_margin_grad_std": 0.11143101006746292,
"beta_dpo/beta_margin_mean": 0.2566927969455719,
"beta_dpo/beta_margin_std": 0.5989749431610107,
"beta_dpo/beta_used": 0.008590362034738064,
"beta_dpo/beta_used_raw": -0.34298622608184814,
"beta_dpo/gap_mean": 28.481983184814453,
"beta_dpo/gap_std": 35.90342330932617,
"beta_dpo/loss_margin_mean": 24.999900817871094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.19970631424375918,
"grad_norm": 16.698957443237305,
"learning_rate": 4.857886086178193e-07,
"logits/chosen": -0.6989582777023315,
"logits/rejected": -0.6765180826187134,
"loss": 1.2094,
"step": 136
},
{
"beta_dpo/beta": 0.1424337774515152,
"beta_dpo/beta_margin_grad_mean": -0.29480937123298645,
"beta_dpo/beta_margin_grad_std": 0.2575525939464569,
"beta_dpo/beta_margin_mean": 5.513402938842773,
"beta_dpo/beta_margin_std": 9.72019100189209,
"beta_dpo/beta_used": 0.1424337774515152,
"beta_dpo/beta_used_raw": -0.3468559980392456,
"beta_dpo/gap_mean": 29.415794372558594,
"beta_dpo/gap_std": 37.33689498901367,
"beta_dpo/loss_margin_mean": 37.266632080078125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2011747430249633,
"grad_norm": 72.38736724853516,
"learning_rate": 4.853589828711902e-07,
"logits/chosen": -0.6640630960464478,
"logits/rejected": -0.6742027401924133,
"loss": 0.8399,
"step": 137
},
{
"beta_dpo/beta": 0.11884160339832306,
"beta_dpo/beta_margin_grad_mean": -0.3148714303970337,
"beta_dpo/beta_margin_grad_std": 0.2580578923225403,
"beta_dpo/beta_margin_mean": 3.768012046813965,
"beta_dpo/beta_margin_std": 7.199725151062012,
"beta_dpo/beta_used": 0.11884160339832306,
"beta_dpo/beta_used_raw": 0.07956646382808685,
"beta_dpo/gap_mean": 29.399906158447266,
"beta_dpo/gap_std": 37.75701141357422,
"beta_dpo/loss_margin_mean": 28.36585235595703,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2026431718061674,
"grad_norm": 56.19173812866211,
"learning_rate": 4.849231551964771e-07,
"logits/chosen": -0.6535968780517578,
"logits/rejected": -0.6304416656494141,
"loss": 0.7798,
"step": 138
},
{
"beta_dpo/beta": 0.39647993445396423,
"beta_dpo/beta_margin_grad_mean": -0.17857220768928528,
"beta_dpo/beta_margin_grad_std": 0.34773120284080505,
"beta_dpo/beta_margin_mean": 13.393891334533691,
"beta_dpo/beta_margin_std": 16.2137393951416,
"beta_dpo/beta_used": 0.39647993445396423,
"beta_dpo/beta_used_raw": 0.39647993445396423,
"beta_dpo/gap_mean": 30.00773811340332,
"beta_dpo/gap_std": 37.6620979309082,
"beta_dpo/loss_margin_mean": 33.331172943115234,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.20411160058737152,
"grad_norm": 566.4978637695312,
"learning_rate": 4.844811370781446e-07,
"logits/chosen": -0.672115683555603,
"logits/rejected": -0.6479353904724121,
"loss": 1.5227,
"step": 139
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4924333691596985,
"beta_dpo/beta_margin_grad_std": 0.009864427149295807,
"beta_dpo/beta_margin_mean": 0.030282003805041313,
"beta_dpo/beta_margin_std": 0.03948511183261871,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.07030771672725677,
"beta_dpo/gap_mean": 30.288619995117188,
"beta_dpo/gap_std": 38.075069427490234,
"beta_dpo/loss_margin_mean": 30.282001495361328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2055800293685756,
"grad_norm": 2.395193576812744,
"learning_rate": 4.840329401637809e-07,
"logits/chosen": -0.6980350017547607,
"logits/rejected": -0.6766492128372192,
"loss": 1.3593,
"step": 140
},
{
"beta_dpo/beta": 0.20956987142562866,
"beta_dpo/beta_margin_grad_mean": -0.19632378220558167,
"beta_dpo/beta_margin_grad_std": 0.3448325991630554,
"beta_dpo/beta_margin_mean": 6.225460052490234,
"beta_dpo/beta_margin_std": 8.140890121459961,
"beta_dpo/beta_used": 0.20956987142562866,
"beta_dpo/beta_used_raw": 0.20956987142562866,
"beta_dpo/gap_mean": 30.184303283691406,
"beta_dpo/gap_std": 38.3173828125,
"beta_dpo/loss_margin_mean": 29.690879821777344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.20704845814977973,
"grad_norm": 249.5445098876953,
"learning_rate": 4.83578576263792e-07,
"logits/chosen": -0.6725201606750488,
"logits/rejected": -0.6453160047531128,
"loss": 0.6739,
"step": 141
},
{
"beta_dpo/beta": 0.31159713864326477,
"beta_dpo/beta_margin_grad_mean": -0.3195469379425049,
"beta_dpo/beta_margin_grad_std": 0.2950160801410675,
"beta_dpo/beta_margin_mean": 12.820926666259766,
"beta_dpo/beta_margin_std": 21.074304580688477,
"beta_dpo/beta_used": 0.31159713864326477,
"beta_dpo/beta_used_raw": 0.20784735679626465,
"beta_dpo/gap_mean": 30.36768341064453,
"beta_dpo/gap_std": 39.55695343017578,
"beta_dpo/loss_margin_mean": 33.904624938964844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.20851688693098386,
"grad_norm": 155.07594299316406,
"learning_rate": 4.83118057351089e-07,
"logits/chosen": -0.6555507183074951,
"logits/rejected": -0.6462887525558472,
"loss": 0.9589,
"step": 142
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49460893869400024,
"beta_dpo/beta_margin_grad_std": 0.008932164870202541,
"beta_dpo/beta_margin_mean": 0.021574243903160095,
"beta_dpo/beta_margin_std": 0.035751067101955414,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.2274360954761505,
"beta_dpo/gap_mean": 29.773212432861328,
"beta_dpo/gap_std": 39.13104248046875,
"beta_dpo/loss_margin_mean": 21.574241638183594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.20998531571218795,
"grad_norm": 2.0018367767333984,
"learning_rate": 4.826513955607734e-07,
"logits/chosen": -0.6578415632247925,
"logits/rejected": -0.6270245313644409,
"loss": 1.3623,
"step": 143
},
{
"beta_dpo/beta": 0.0523165799677372,
"beta_dpo/beta_margin_grad_mean": -0.3649788200855255,
"beta_dpo/beta_margin_grad_std": 0.2543392479419708,
"beta_dpo/beta_margin_mean": 1.4633898735046387,
"beta_dpo/beta_margin_std": 2.898139238357544,
"beta_dpo/beta_used": 0.0523165799677372,
"beta_dpo/beta_used_raw": -0.1444738358259201,
"beta_dpo/gap_mean": 28.968791961669922,
"beta_dpo/gap_std": 37.89672088623047,
"beta_dpo/loss_margin_mean": 28.176090240478516,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.21145374449339208,
"grad_norm": 75.73566436767578,
"learning_rate": 4.821786031898176e-07,
"logits/chosen": -0.6322454214096069,
"logits/rejected": -0.5843130350112915,
"loss": 1.0443,
"step": 144
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4928479492664337,
"beta_dpo/beta_margin_grad_std": 0.008205600082874298,
"beta_dpo/beta_margin_mean": 0.028618808835744858,
"beta_dpo/beta_margin_std": 0.03283938020467758,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.06517390161752701,
"beta_dpo/gap_mean": 28.99945640563965,
"beta_dpo/gap_std": 36.7828254699707,
"beta_dpo/loss_margin_mean": 28.61880874633789,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.21292217327459617,
"grad_norm": 2.1011862754821777,
"learning_rate": 4.816996926967401e-07,
"logits/chosen": -0.6506826877593994,
"logits/rejected": -0.6125441789627075,
"loss": 1.3604,
"step": 145
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4944137632846832,
"beta_dpo/beta_margin_grad_std": 0.008961321786046028,
"beta_dpo/beta_margin_mean": 0.022353263571858406,
"beta_dpo/beta_margin_std": 0.035862602293491364,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.353656530380249,
"beta_dpo/gap_mean": 27.972278594970703,
"beta_dpo/gap_std": 36.326202392578125,
"beta_dpo/loss_margin_mean": 22.353261947631836,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2143906020558003,
"grad_norm": 1.9944401979446411,
"learning_rate": 4.812146767012779e-07,
"logits/chosen": -0.6603084802627563,
"logits/rejected": -0.608822226524353,
"loss": 1.3663,
"step": 146
},
{
"beta_dpo/beta": 0.06166262924671173,
"beta_dpo/beta_margin_grad_mean": -0.35987135767936707,
"beta_dpo/beta_margin_grad_std": 0.25737276673316956,
"beta_dpo/beta_margin_mean": 2.0429532527923584,
"beta_dpo/beta_margin_std": 4.145395278930664,
"beta_dpo/beta_used": 0.06166262924671173,
"beta_dpo/beta_used_raw": -0.02383120357990265,
"beta_dpo/gap_mean": 28.153667449951172,
"beta_dpo/gap_std": 37.32135009765625,
"beta_dpo/loss_margin_mean": 30.588022232055664,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.21585903083700442,
"grad_norm": 132.78941345214844,
"learning_rate": 4.807235679840536e-07,
"logits/chosen": -0.6173018217086792,
"logits/rejected": -0.5760653018951416,
"loss": 1.1016,
"step": 147
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49364525079727173,
"beta_dpo/beta_margin_grad_std": 0.008732988499104977,
"beta_dpo/beta_margin_mean": 0.02543247863650322,
"beta_dpo/beta_margin_std": 0.03496631607413292,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.20661629736423492,
"beta_dpo/gap_mean": 27.30005645751953,
"beta_dpo/gap_std": 36.48552703857422,
"beta_dpo/loss_margin_mean": 25.432477951049805,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2173274596182085,
"grad_norm": 2.2173750400543213,
"learning_rate": 4.802263794862384e-07,
"logits/chosen": -0.6911383271217346,
"logits/rejected": -0.6686098575592041,
"loss": 1.3644,
"step": 148
},
{
"beta_dpo/beta": 0.2956673502922058,
"beta_dpo/beta_margin_grad_mean": -0.30034562945365906,
"beta_dpo/beta_margin_grad_std": 0.2807537615299225,
"beta_dpo/beta_margin_mean": 12.983054161071777,
"beta_dpo/beta_margin_std": 21.63262176513672,
"beta_dpo/beta_used": 0.2956673502922058,
"beta_dpo/beta_used_raw": 0.21206964552402496,
"beta_dpo/gap_mean": 29.230058670043945,
"beta_dpo/gap_std": 37.05466079711914,
"beta_dpo/loss_margin_mean": 35.43006896972656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.21879588839941264,
"grad_norm": 433.311279296875,
"learning_rate": 4.797231243092118e-07,
"logits/chosen": -0.6822164058685303,
"logits/rejected": -0.6580536365509033,
"loss": 0.9517,
"step": 149
},
{
"beta_dpo/beta": 0.06045344099402428,
"beta_dpo/beta_margin_grad_mean": -0.3100597858428955,
"beta_dpo/beta_margin_grad_std": 0.23861265182495117,
"beta_dpo/beta_margin_mean": 2.6005029678344727,
"beta_dpo/beta_margin_std": 4.630469799041748,
"beta_dpo/beta_used": 0.06045344099402428,
"beta_dpo/beta_used_raw": -0.12643922865390778,
"beta_dpo/gap_mean": 30.138582229614258,
"beta_dpo/gap_std": 38.105072021484375,
"beta_dpo/loss_margin_mean": 33.075477600097656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.22026431718061673,
"grad_norm": 67.81720733642578,
"learning_rate": 4.792138157142157e-07,
"logits/chosen": -0.6348152160644531,
"logits/rejected": -0.6246376037597656,
"loss": 0.8393,
"step": 150
},
{
"beta_dpo/beta": 0.23719097673892975,
"beta_dpo/beta_margin_grad_mean": -0.16241075098514557,
"beta_dpo/beta_margin_grad_std": 0.31397631764411926,
"beta_dpo/beta_margin_mean": 8.125089645385742,
"beta_dpo/beta_margin_std": 11.137140274047852,
"beta_dpo/beta_used": 0.23719097673892975,
"beta_dpo/beta_used_raw": 0.23719097673892975,
"beta_dpo/gap_mean": 30.40851593017578,
"beta_dpo/gap_std": 38.59818649291992,
"beta_dpo/loss_margin_mean": 34.17258071899414,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.22173274596182085,
"grad_norm": 232.2014923095703,
"learning_rate": 4.786984671220053e-07,
"logits/chosen": -0.7024506330490112,
"logits/rejected": -0.6618235111236572,
"loss": 0.7063,
"step": 151
},
{
"beta_dpo/beta": 0.007499909959733486,
"beta_dpo/beta_margin_grad_mean": -0.43083834648132324,
"beta_dpo/beta_margin_grad_std": 0.12350592017173767,
"beta_dpo/beta_margin_mean": 0.3257027268409729,
"beta_dpo/beta_margin_std": 0.6100393533706665,
"beta_dpo/beta_used": 0.007499909959733486,
"beta_dpo/beta_used_raw": -0.09531690180301666,
"beta_dpo/gap_mean": 31.590972900390625,
"beta_dpo/gap_std": 38.75636291503906,
"beta_dpo/loss_margin_mean": 39.02500534057617,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.22320117474302498,
"grad_norm": 16.272369384765625,
"learning_rate": 4.78177092112495e-07,
"logits/chosen": -0.6470739245414734,
"logits/rejected": -0.6299198865890503,
"loss": 1.2106,
"step": 152
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4919048547744751,
"beta_dpo/beta_margin_grad_std": 0.011256770230829716,
"beta_dpo/beta_margin_mean": 0.03240638226270676,
"beta_dpo/beta_margin_std": 0.04508744925260544,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.2720775008201599,
"beta_dpo/gap_mean": 32.21462631225586,
"beta_dpo/gap_std": 40.65864944458008,
"beta_dpo/loss_margin_mean": 32.40637969970703,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.22466960352422907,
"grad_norm": 2.2857508659362793,
"learning_rate": 4.776497044244016e-07,
"logits/chosen": -0.6825876235961914,
"logits/rejected": -0.6697901487350464,
"loss": 1.3607,
"step": 153
},
{
"beta_dpo/beta": 0.05751248076558113,
"beta_dpo/beta_margin_grad_mean": -0.37671908736228943,
"beta_dpo/beta_margin_grad_std": 0.2820754051208496,
"beta_dpo/beta_margin_mean": 2.0761663913726807,
"beta_dpo/beta_margin_std": 4.313288688659668,
"beta_dpo/beta_used": 0.05751248076558113,
"beta_dpo/beta_used_raw": -0.1990230530500412,
"beta_dpo/gap_mean": 31.79343605041504,
"beta_dpo/gap_std": 42.261234283447266,
"beta_dpo/loss_margin_mean": 30.59186553955078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2261380323054332,
"grad_norm": 210.48843383789062,
"learning_rate": 4.771163179548808e-07,
"logits/chosen": -0.6370819807052612,
"logits/rejected": -0.6220649480819702,
"loss": 1.5172,
"step": 154
},
{
"beta_dpo/beta": 0.05650586262345314,
"beta_dpo/beta_margin_grad_mean": -0.34304705262184143,
"beta_dpo/beta_margin_grad_std": 0.25319162011146545,
"beta_dpo/beta_margin_mean": 2.0134613513946533,
"beta_dpo/beta_margin_std": 3.595337152481079,
"beta_dpo/beta_used": 0.05650586262345314,
"beta_dpo/beta_used_raw": -0.056411731988191605,
"beta_dpo/gap_mean": 31.931396484375,
"beta_dpo/gap_std": 42.397926330566406,
"beta_dpo/loss_margin_mean": 32.39974594116211,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2276064610866373,
"grad_norm": 98.22732543945312,
"learning_rate": 4.7657694675916247e-07,
"logits/chosen": -0.659138560295105,
"logits/rejected": -0.6297906041145325,
"loss": 1.0261,
"step": 155
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49459147453308105,
"beta_dpo/beta_margin_grad_std": 0.011738932691514492,
"beta_dpo/beta_margin_mean": 0.02164500020444393,
"beta_dpo/beta_margin_std": 0.04698922485113144,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.28176349401474,
"beta_dpo/gap_mean": 30.717424392700195,
"beta_dpo/gap_std": 43.143798828125,
"beta_dpo/loss_margin_mean": 21.64499855041504,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2290748898678414,
"grad_norm": 2.090728759765625,
"learning_rate": 4.7603160505017893e-07,
"logits/chosen": -0.6189935803413391,
"logits/rejected": -0.5884729623794556,
"loss": 1.3623,
"step": 156
},
{
"beta_dpo/beta": 0.5229025483131409,
"beta_dpo/beta_margin_grad_mean": -0.17714013159275055,
"beta_dpo/beta_margin_grad_std": 0.34146979451179504,
"beta_dpo/beta_margin_mean": 23.52101707458496,
"beta_dpo/beta_margin_std": 28.525287628173828,
"beta_dpo/beta_used": 0.5229025483131409,
"beta_dpo/beta_used_raw": 0.5229025483131409,
"beta_dpo/gap_mean": 31.968534469604492,
"beta_dpo/gap_std": 43.23138427734375,
"beta_dpo/loss_margin_mean": 41.19452667236328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2305433186490455,
"grad_norm": 566.1207885742188,
"learning_rate": 4.7548030719819154e-07,
"logits/chosen": -0.6501755714416504,
"logits/rejected": -0.6394015550613403,
"loss": 1.3783,
"step": 157
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48920392990112305,
"beta_dpo/beta_margin_grad_std": 0.014421283267438412,
"beta_dpo/beta_margin_mean": 0.04324439913034439,
"beta_dpo/beta_margin_std": 0.057812485843896866,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.2828848361968994,
"beta_dpo/gap_mean": 33.84852600097656,
"beta_dpo/gap_std": 46.209800720214844,
"beta_dpo/loss_margin_mean": 43.2443962097168,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.23201174743024963,
"grad_norm": 2.377941131591797,
"learning_rate": 4.7492306773041136e-07,
"logits/chosen": -0.6457036733627319,
"logits/rejected": -0.6453630328178406,
"loss": 1.3594,
"step": 158
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49216148257255554,
"beta_dpo/beta_margin_grad_std": 0.01246555708348751,
"beta_dpo/beta_margin_mean": 0.031383663415908813,
"beta_dpo/beta_margin_std": 0.04992513731122017,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.592555582523346,
"beta_dpo/gap_mean": 33.542808532714844,
"beta_dpo/gap_std": 47.51161193847656,
"beta_dpo/loss_margin_mean": 31.38365936279297,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.23348017621145375,
"grad_norm": 2.286787748336792,
"learning_rate": 4.743599013306165e-07,
"logits/chosen": -0.6784383058547974,
"logits/rejected": -0.6375674605369568,
"loss": 1.3647,
"step": 159
},
{
"beta_dpo/beta": 0.16555535793304443,
"beta_dpo/beta_margin_grad_mean": -0.3650355041027069,
"beta_dpo/beta_margin_grad_std": 0.28689926862716675,
"beta_dpo/beta_margin_mean": 5.125879287719727,
"beta_dpo/beta_margin_std": 12.860206604003906,
"beta_dpo/beta_used": 0.16555535793304443,
"beta_dpo/beta_used_raw": -0.04903079569339752,
"beta_dpo/gap_mean": 34.68842697143555,
"beta_dpo/gap_std": 48.956329345703125,
"beta_dpo/loss_margin_mean": 37.921714782714844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.23494860499265785,
"grad_norm": 179.4539794921875,
"learning_rate": 4.737908228387656e-07,
"logits/chosen": -0.6441961526870728,
"logits/rejected": -0.6223233342170715,
"loss": 1.2241,
"step": 160
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49170783162117004,
"beta_dpo/beta_margin_grad_std": 0.011308044195175171,
"beta_dpo/beta_margin_mean": 0.03319420665502548,
"beta_dpo/beta_margin_std": 0.04527975618839264,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6533927917480469,
"beta_dpo/gap_mean": 34.30507278442383,
"beta_dpo/gap_std": 48.81843948364258,
"beta_dpo/loss_margin_mean": 33.1942024230957,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.23641703377386197,
"grad_norm": 2.1890041828155518,
"learning_rate": 4.7321584725060594e-07,
"logits/chosen": -0.6661697626113892,
"logits/rejected": -0.646446704864502,
"loss": 1.365,
"step": 161
},
{
"beta_dpo/beta": 0.0633186399936676,
"beta_dpo/beta_margin_grad_mean": -0.33688822388648987,
"beta_dpo/beta_margin_grad_std": 0.2615722715854645,
"beta_dpo/beta_margin_mean": 3.0562398433685303,
"beta_dpo/beta_margin_std": 6.056267261505127,
"beta_dpo/beta_used": 0.0633186399936676,
"beta_dpo/beta_used_raw": 0.001413147896528244,
"beta_dpo/gap_mean": 34.92676544189453,
"beta_dpo/gap_std": 49.209938049316406,
"beta_dpo/loss_margin_mean": 34.6696891784668,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.23788546255506607,
"grad_norm": 66.83883666992188,
"learning_rate": 4.7263498971727905e-07,
"logits/chosen": -0.6479376554489136,
"logits/rejected": -0.6184839010238647,
"loss": 0.9902,
"step": 162
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4915504455566406,
"beta_dpo/beta_margin_grad_std": 0.010625366121530533,
"beta_dpo/beta_margin_mean": 0.03381972759962082,
"beta_dpo/beta_margin_std": 0.04253895580768585,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.27464038133621216,
"beta_dpo/gap_mean": 34.13161849975586,
"beta_dpo/gap_std": 47.94363021850586,
"beta_dpo/loss_margin_mean": 33.819725036621094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2393538913362702,
"grad_norm": 2.279186487197876,
"learning_rate": 4.720482655449212e-07,
"logits/chosen": -0.6360805630683899,
"logits/rejected": -0.6068499684333801,
"loss": 1.3589,
"step": 163
},
{
"beta_dpo/beta": 0.33781903982162476,
"beta_dpo/beta_margin_grad_mean": -0.3097226321697235,
"beta_dpo/beta_margin_grad_std": 0.29108506441116333,
"beta_dpo/beta_margin_mean": 16.98153305053711,
"beta_dpo/beta_margin_std": 27.556440353393555,
"beta_dpo/beta_used": 0.33781903982162476,
"beta_dpo/beta_used_raw": 0.19692449271678925,
"beta_dpo/gap_mean": 35.37065124511719,
"beta_dpo/gap_std": 47.215484619140625,
"beta_dpo/loss_margin_mean": 39.373016357421875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.24082232011747431,
"grad_norm": 561.4354858398438,
"learning_rate": 4.714556901942599e-07,
"logits/chosen": -0.653258740901947,
"logits/rejected": -0.6248881816864014,
"loss": 2.7102,
"step": 164
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.493878573179245,
"beta_dpo/beta_margin_grad_std": 0.01068994589149952,
"beta_dpo/beta_margin_mean": 0.024500226601958275,
"beta_dpo/beta_margin_std": 0.04279119148850441,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.4569028615951538,
"beta_dpo/gap_mean": 33.61799621582031,
"beta_dpo/gap_std": 46.200439453125,
"beta_dpo/loss_margin_mean": 24.500225067138672,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2422907488986784,
"grad_norm": 2.3229660987854004,
"learning_rate": 4.708572792802069e-07,
"logits/chosen": -0.6612030267715454,
"logits/rejected": -0.6200650930404663,
"loss": 1.3624,
"step": 165
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48799970746040344,
"beta_dpo/beta_margin_grad_std": 0.015960004180669785,
"beta_dpo/beta_margin_mean": 0.04809439927339554,
"beta_dpo/beta_margin_std": 0.06407385319471359,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.17358143627643585,
"beta_dpo/gap_mean": 35.345130920410156,
"beta_dpo/gap_std": 49.15497589111328,
"beta_dpo/loss_margin_mean": 48.09439468383789,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.24375917767988253,
"grad_norm": 2.4269919395446777,
"learning_rate": 4.702530485714461e-07,
"logits/chosen": -0.6051408648490906,
"logits/rejected": -0.609076738357544,
"loss": 1.356,
"step": 166
},
{
"beta_dpo/beta": 0.4378092288970947,
"beta_dpo/beta_margin_grad_mean": -0.16084226965904236,
"beta_dpo/beta_margin_grad_std": 0.285220742225647,
"beta_dpo/beta_margin_mean": 22.484102249145508,
"beta_dpo/beta_margin_std": 31.359235763549805,
"beta_dpo/beta_used": 0.4378092288970947,
"beta_dpo/beta_used_raw": 0.4378092288970947,
"beta_dpo/gap_mean": 37.78612518310547,
"beta_dpo/gap_std": 49.52611541748047,
"beta_dpo/loss_margin_mean": 48.357120513916016,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.24522760646108663,
"grad_norm": 453.6042175292969,
"learning_rate": 4.6964301399001877e-07,
"logits/chosen": -0.5798200368881226,
"logits/rejected": -0.5775001049041748,
"loss": 1.1373,
"step": 167
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4908505380153656,
"beta_dpo/beta_margin_grad_std": 0.011183447204530239,
"beta_dpo/beta_margin_mean": 0.036625493317842484,
"beta_dpo/beta_margin_std": 0.04478682205080986,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.22355516254901886,
"beta_dpo/gap_mean": 38.02488327026367,
"beta_dpo/gap_std": 49.34698486328125,
"beta_dpo/loss_margin_mean": 36.625492095947266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.24669603524229075,
"grad_norm": 2.242811679840088,
"learning_rate": 4.690271916109034e-07,
"logits/chosen": -0.632524847984314,
"logits/rejected": -0.611569344997406,
"loss": 1.3542,
"step": 168
},
{
"beta_dpo/beta": 0.2027139812707901,
"beta_dpo/beta_margin_grad_mean": -0.3231821358203888,
"beta_dpo/beta_margin_grad_std": 0.286211758852005,
"beta_dpo/beta_margin_mean": 9.191436767578125,
"beta_dpo/beta_margin_std": 18.672359466552734,
"beta_dpo/beta_used": 0.2027139812707901,
"beta_dpo/beta_used_raw": -0.21766288578510284,
"beta_dpo/gap_mean": 37.77613830566406,
"beta_dpo/gap_std": 50.35961151123047,
"beta_dpo/loss_margin_mean": 33.702911376953125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.24816446402349487,
"grad_norm": 235.57923889160156,
"learning_rate": 4.6840559766159235e-07,
"logits/chosen": -0.6554511189460754,
"logits/rejected": -0.632649838924408,
"loss": 1.2102,
"step": 169
},
{
"beta_dpo/beta": 0.28471559286117554,
"beta_dpo/beta_margin_grad_mean": -0.29542797803878784,
"beta_dpo/beta_margin_grad_std": 0.2833177447319031,
"beta_dpo/beta_margin_mean": 14.588911056518555,
"beta_dpo/beta_margin_std": 24.41724967956543,
"beta_dpo/beta_used": 0.28471559286117554,
"beta_dpo/beta_used_raw": 0.07621648907661438,
"beta_dpo/gap_mean": 38.005332946777344,
"beta_dpo/gap_std": 50.405731201171875,
"beta_dpo/loss_margin_mean": 41.08964538574219,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.24963289280469897,
"grad_norm": 200.22003173828125,
"learning_rate": 4.6777824852166437e-07,
"logits/chosen": -0.6105868816375732,
"logits/rejected": -0.5924707651138306,
"loss": 0.8339,
"step": 170
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49198728799819946,
"beta_dpo/beta_margin_grad_std": 0.01487717404961586,
"beta_dpo/beta_margin_mean": 0.03210390359163284,
"beta_dpo/beta_margin_std": 0.059691086411476135,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.4475504755973816,
"beta_dpo/gap_mean": 36.77374267578125,
"beta_dpo/gap_std": 51.403194427490234,
"beta_dpo/loss_margin_mean": 32.103904724121094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2511013215859031,
"grad_norm": 2.3106272220611572,
"learning_rate": 4.6714516072235273e-07,
"logits/chosen": -0.6592748761177063,
"logits/rejected": -0.6177250146865845,
"loss": 1.3592,
"step": 171
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49181634187698364,
"beta_dpo/beta_margin_grad_std": 0.012845886871218681,
"beta_dpo/beta_margin_mean": 0.03276326134800911,
"beta_dpo/beta_margin_std": 0.05145728588104248,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.24236111342906952,
"beta_dpo/gap_mean": 36.16783905029297,
"beta_dpo/gap_std": 52.5489501953125,
"beta_dpo/loss_margin_mean": 32.76325988769531,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2525697503671072,
"grad_norm": 2.4713857173919678,
"learning_rate": 4.6650635094610966e-07,
"logits/chosen": -0.6973352432250977,
"logits/rejected": -0.6602545976638794,
"loss": 1.3565,
"step": 172
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4913583993911743,
"beta_dpo/beta_margin_grad_std": 0.011392601765692234,
"beta_dpo/beta_margin_mean": 0.03459496796131134,
"beta_dpo/beta_margin_std": 0.04563411697745323,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.4711419939994812,
"beta_dpo/gap_mean": 35.43373107910156,
"beta_dpo/gap_std": 51.29859161376953,
"beta_dpo/loss_margin_mean": 34.594966888427734,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2540381791483113,
"grad_norm": 2.825610637664795,
"learning_rate": 4.6586183602616687e-07,
"logits/chosen": -0.658379316329956,
"logits/rejected": -0.6150857210159302,
"loss": 1.3608,
"step": 173
},
{
"beta_dpo/beta": 0.21091538667678833,
"beta_dpo/beta_margin_grad_mean": -0.3304974436759949,
"beta_dpo/beta_margin_grad_std": 0.27658578753471375,
"beta_dpo/beta_margin_mean": 10.612117767333984,
"beta_dpo/beta_margin_std": 22.01104736328125,
"beta_dpo/beta_used": 0.21091538667678833,
"beta_dpo/beta_used_raw": 0.15830256044864655,
"beta_dpo/gap_mean": 35.927711486816406,
"beta_dpo/gap_std": 51.60816192626953,
"beta_dpo/loss_margin_mean": 40.59208679199219,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2555066079295154,
"grad_norm": 239.2338409423828,
"learning_rate": 4.652116329460919e-07,
"logits/chosen": -0.5859450101852417,
"logits/rejected": -0.6018394231796265,
"loss": 0.906,
"step": 174
},
{
"beta_dpo/beta": 0.4976291060447693,
"beta_dpo/beta_margin_grad_mean": -0.14816464483737946,
"beta_dpo/beta_margin_grad_std": 0.34046775102615356,
"beta_dpo/beta_margin_mean": 28.725933074951172,
"beta_dpo/beta_margin_std": 33.13698196411133,
"beta_dpo/beta_used": 0.4976291060447693,
"beta_dpo/beta_used_raw": 0.4976291060447693,
"beta_dpo/gap_mean": 39.685943603515625,
"beta_dpo/gap_std": 53.021728515625,
"beta_dpo/loss_margin_mean": 56.412723541259766,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.25697503671071953,
"grad_norm": 1072.8525390625,
"learning_rate": 4.645557588393406e-07,
"logits/chosen": -0.5577561855316162,
"logits/rejected": -0.5457127690315247,
"loss": 1.7614,
"step": 175
},
{
"beta_dpo/beta": 0.05489476025104523,
"beta_dpo/beta_margin_grad_mean": -0.35436689853668213,
"beta_dpo/beta_margin_grad_std": 0.25154080986976624,
"beta_dpo/beta_margin_mean": 2.9585845470428467,
"beta_dpo/beta_margin_std": 6.016172885894775,
"beta_dpo/beta_used": 0.05489476025104523,
"beta_dpo/beta_used_raw": -0.031695641577243805,
"beta_dpo/gap_mean": 41.4671630859375,
"beta_dpo/gap_std": 53.848289489746094,
"beta_dpo/loss_margin_mean": 49.21371078491211,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.25844346549192365,
"grad_norm": 136.2383270263672,
"learning_rate": 4.638942309888058e-07,
"logits/chosen": -0.5958969593048096,
"logits/rejected": -0.6080245971679688,
"loss": 1.1292,
"step": 176
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48863834142684937,
"beta_dpo/beta_margin_grad_std": 0.015036150813102722,
"beta_dpo/beta_margin_mean": 0.045510660856962204,
"beta_dpo/beta_margin_std": 0.06027425080537796,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.20864097774028778,
"beta_dpo/gap_mean": 42.564491271972656,
"beta_dpo/gap_std": 55.388065338134766,
"beta_dpo/loss_margin_mean": 45.510658264160156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2599118942731278,
"grad_norm": 3.158673048019409,
"learning_rate": 4.6322706682636137e-07,
"logits/chosen": -0.612617015838623,
"logits/rejected": -0.5953266024589539,
"loss": 1.3498,
"step": 177
},
{
"beta_dpo/beta": 0.18339481949806213,
"beta_dpo/beta_margin_grad_mean": -0.1955973207950592,
"beta_dpo/beta_margin_grad_std": 0.3506017029285431,
"beta_dpo/beta_margin_mean": 11.09678840637207,
"beta_dpo/beta_margin_std": 12.919548988342285,
"beta_dpo/beta_used": 0.18339481949806213,
"beta_dpo/beta_used_raw": 0.18339481949806213,
"beta_dpo/gap_mean": 45.61469650268555,
"beta_dpo/gap_std": 58.27642059326172,
"beta_dpo/loss_margin_mean": 61.0152587890625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.26138032305433184,
"grad_norm": 433.4047546386719,
"learning_rate": 4.6255428393240354e-07,
"logits/chosen": -0.5409312844276428,
"logits/rejected": -0.5512675642967224,
"loss": 1.3433,
"step": 178
},
{
"beta_dpo/beta": 0.04584415256977081,
"beta_dpo/beta_margin_grad_mean": -0.33513152599334717,
"beta_dpo/beta_margin_grad_std": 0.3240673542022705,
"beta_dpo/beta_margin_mean": 1.8824143409729004,
"beta_dpo/beta_margin_std": 4.4029927253723145,
"beta_dpo/beta_used": 0.04584415256977081,
"beta_dpo/beta_used_raw": 0.04584415256977081,
"beta_dpo/gap_mean": 46.626121520996094,
"beta_dpo/gap_std": 60.98898696899414,
"beta_dpo/loss_margin_mean": 46.46109390258789,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.26284875183553597,
"grad_norm": 119.420166015625,
"learning_rate": 4.6187590003538724e-07,
"logits/chosen": -0.555252730846405,
"logits/rejected": -0.5443023443222046,
"loss": 0.977,
"step": 179
},
{
"beta_dpo/beta": 0.34115684032440186,
"beta_dpo/beta_margin_grad_mean": -0.3222728371620178,
"beta_dpo/beta_margin_grad_std": 0.29305145144462585,
"beta_dpo/beta_margin_mean": 18.263864517211914,
"beta_dpo/beta_margin_std": 32.01734924316406,
"beta_dpo/beta_used": 0.34115684032440186,
"beta_dpo/beta_used_raw": 0.2832660675048828,
"beta_dpo/gap_mean": 47.3960075378418,
"beta_dpo/gap_std": 61.42702102661133,
"beta_dpo/loss_margin_mean": 54.383392333984375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2643171806167401,
"grad_norm": 654.2474365234375,
"learning_rate": 4.611919330113591e-07,
"logits/chosen": -0.5455374717712402,
"logits/rejected": -0.5354658961296082,
"loss": 2.241,
"step": 180
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49211806058883667,
"beta_dpo/beta_margin_grad_std": 0.01292695663869381,
"beta_dpo/beta_margin_mean": 0.031555600464344025,
"beta_dpo/beta_margin_std": 0.051769278943538666,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6792909502983093,
"beta_dpo/gap_mean": 45.22578430175781,
"beta_dpo/gap_std": 59.60420608520508,
"beta_dpo/loss_margin_mean": 31.555599212646484,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2657856093979442,
"grad_norm": 2.6833486557006836,
"learning_rate": 4.605024008834863e-07,
"logits/chosen": -0.6246634721755981,
"logits/rejected": -0.5926576852798462,
"loss": 1.3547,
"step": 181
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48541346192359924,
"beta_dpo/beta_margin_grad_std": 0.016013246029615402,
"beta_dpo/beta_margin_mean": 0.05842866376042366,
"beta_dpo/beta_margin_std": 0.06418631225824356,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.13890297710895538,
"beta_dpo/gap_mean": 46.82099533081055,
"beta_dpo/gap_std": 60.325225830078125,
"beta_dpo/loss_margin_mean": 58.42866134643555,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.26725403817914833,
"grad_norm": 3.020500659942627,
"learning_rate": 4.598073218215817e-07,
"logits/chosen": -0.568708062171936,
"logits/rejected": -0.5688773989677429,
"loss": 1.3445,
"step": 182
},
{
"beta_dpo/beta": 0.21429939568042755,
"beta_dpo/beta_margin_grad_mean": -0.31174200773239136,
"beta_dpo/beta_margin_grad_std": 0.29498615860939026,
"beta_dpo/beta_margin_mean": 11.448225975036621,
"beta_dpo/beta_margin_std": 18.331274032592773,
"beta_dpo/beta_used": 0.21429939568042755,
"beta_dpo/beta_used_raw": -0.7067348957061768,
"beta_dpo/gap_mean": 46.11639404296875,
"beta_dpo/gap_std": 58.62394714355469,
"beta_dpo/loss_margin_mean": 33.00257873535156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2687224669603524,
"grad_norm": 198.4879608154297,
"learning_rate": 4.5910671414162484e-07,
"logits/chosen": -0.5793416500091553,
"logits/rejected": -0.5485885739326477,
"loss": 1.1118,
"step": 183
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4913460612297058,
"beta_dpo/beta_margin_grad_std": 0.012888733297586441,
"beta_dpo/beta_margin_mean": 0.03465365990996361,
"beta_dpo/beta_margin_std": 0.05163479968905449,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6931981444358826,
"beta_dpo/gap_mean": 42.51811981201172,
"beta_dpo/gap_std": 57.046356201171875,
"beta_dpo/loss_margin_mean": 34.653656005859375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2701908957415565,
"grad_norm": 2.891065835952759,
"learning_rate": 4.5840059630527985e-07,
"logits/chosen": -0.6110912561416626,
"logits/rejected": -0.5948389768600464,
"loss": 1.3576,
"step": 184
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.49350568652153015,
"beta_dpo/beta_margin_grad_std": 0.013207558542490005,
"beta_dpo/beta_margin_mean": 0.02600991725921631,
"beta_dpo/beta_margin_std": 0.052919141948223114,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.0860377550125122,
"beta_dpo/gap_mean": 40.281700134277344,
"beta_dpo/gap_std": 56.37439727783203,
"beta_dpo/loss_margin_mean": 26.009916305541992,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.27165932452276065,
"grad_norm": 2.7128992080688477,
"learning_rate": 4.5768898691940836e-07,
"logits/chosen": -0.6103675961494446,
"logits/rejected": -0.566834032535553,
"loss": 1.3663,
"step": 185
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4881168007850647,
"beta_dpo/beta_margin_grad_std": 0.014697042293846607,
"beta_dpo/beta_margin_mean": 0.0475916862487793,
"beta_dpo/beta_margin_std": 0.05890846624970436,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.08622078597545624,
"beta_dpo/gap_mean": 40.561866760253906,
"beta_dpo/gap_std": 56.94186019897461,
"beta_dpo/loss_margin_mean": 47.59168243408203,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.27312775330396477,
"grad_norm": 2.8734123706817627,
"learning_rate": 4.5697190473557947e-07,
"logits/chosen": -0.5887362360954285,
"logits/rejected": -0.5443171262741089,
"loss": 1.3496,
"step": 186
},
{
"beta_dpo/beta": 0.09833470731973648,
"beta_dpo/beta_margin_grad_mean": -0.29737338423728943,
"beta_dpo/beta_margin_grad_std": 0.27039891481399536,
"beta_dpo/beta_margin_mean": 5.131124019622803,
"beta_dpo/beta_margin_std": 8.384321212768555,
"beta_dpo/beta_used": 0.09833470731973648,
"beta_dpo/beta_used_raw": -0.1899646818637848,
"beta_dpo/gap_mean": 40.478797912597656,
"beta_dpo/gap_std": 56.40562438964844,
"beta_dpo/loss_margin_mean": 40.979331970214844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2745961820851689,
"grad_norm": 143.63812255859375,
"learning_rate": 4.5624936864957555e-07,
"logits/chosen": -0.5601129531860352,
"logits/rejected": -0.5561456680297852,
"loss": 0.8623,
"step": 187
},
{
"beta_dpo/beta": 0.15021683275699615,
"beta_dpo/beta_margin_grad_mean": -0.3293021023273468,
"beta_dpo/beta_margin_grad_std": 0.28328651189804077,
"beta_dpo/beta_margin_mean": 7.610217571258545,
"beta_dpo/beta_margin_std": 14.164756774902344,
"beta_dpo/beta_used": 0.15021683275699615,
"beta_dpo/beta_used_raw": -0.06993640959262848,
"beta_dpo/gap_mean": 42.536376953125,
"beta_dpo/gap_std": 56.52394104003906,
"beta_dpo/loss_margin_mean": 51.156455993652344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.27606461086637296,
"grad_norm": 319.3719787597656,
"learning_rate": 4.5552139770089454e-07,
"logits/chosen": -0.5592831373214722,
"logits/rejected": -0.5565686225891113,
"loss": 1.1264,
"step": 188
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4891382157802582,
"beta_dpo/beta_margin_grad_std": 0.01579362154006958,
"beta_dpo/beta_margin_mean": 0.04351968318223953,
"beta_dpo/beta_margin_std": 0.06336233019828796,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.27419549226760864,
"beta_dpo/gap_mean": 42.98434066772461,
"beta_dpo/gap_std": 57.9720573425293,
"beta_dpo/loss_margin_mean": 43.51968002319336,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2775330396475771,
"grad_norm": 2.7365245819091797,
"learning_rate": 4.5478801107224794e-07,
"logits/chosen": -0.5560922026634216,
"logits/rejected": -0.5184494853019714,
"loss": 1.3503,
"step": 189
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48745664954185486,
"beta_dpo/beta_margin_grad_std": 0.016793405637145042,
"beta_dpo/beta_margin_mean": 0.05025511234998703,
"beta_dpo/beta_margin_std": 0.0673254132270813,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.20993714034557343,
"beta_dpo/gap_mean": 43.333824157714844,
"beta_dpo/gap_std": 59.198699951171875,
"beta_dpo/loss_margin_mean": 50.25510787963867,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2790014684287812,
"grad_norm": 3.3970863819122314,
"learning_rate": 4.5404922808905543e-07,
"logits/chosen": -0.6286275386810303,
"logits/rejected": -0.6088818907737732,
"loss": 1.349,
"step": 190
},
{
"beta_dpo/beta": 0.46209681034088135,
"beta_dpo/beta_margin_grad_mean": -0.24650421738624573,
"beta_dpo/beta_margin_grad_std": 0.2589731812477112,
"beta_dpo/beta_margin_mean": 36.4068603515625,
"beta_dpo/beta_margin_std": 57.78350067138672,
"beta_dpo/beta_used": 0.46209681034088135,
"beta_dpo/beta_used_raw": 0.46209681034088135,
"beta_dpo/gap_mean": 48.85545349121094,
"beta_dpo/gap_std": 62.08613586425781,
"beta_dpo/loss_margin_mean": 71.1089096069336,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.28046989720998533,
"grad_norm": 471.61907958984375,
"learning_rate": 4.5330506821893565e-07,
"logits/chosen": -0.5496765375137329,
"logits/rejected": -0.5357059240341187,
"loss": 1.0202,
"step": 191
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48698392510414124,
"beta_dpo/beta_margin_grad_std": 0.018710140138864517,
"beta_dpo/beta_margin_mean": 0.05218232050538063,
"beta_dpo/beta_margin_std": 0.07510577142238617,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.5453534126281738,
"beta_dpo/gap_mean": 49.61614227294922,
"beta_dpo/gap_std": 65.27165222167969,
"beta_dpo/loss_margin_mean": 52.18231964111328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.28193832599118945,
"grad_norm": 2.940540075302124,
"learning_rate": 4.5255555107119336e-07,
"logits/chosen": -0.5459074974060059,
"logits/rejected": -0.5400164127349854,
"loss": 1.3484,
"step": 192
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4925091862678528,
"beta_dpo/beta_margin_grad_std": 0.017181508243083954,
"beta_dpo/beta_margin_mean": 0.02998378500342369,
"beta_dpo/beta_margin_std": 0.06887201964855194,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6699286103248596,
"beta_dpo/gap_mean": 46.75275421142578,
"beta_dpo/gap_std": 65.9295425415039,
"beta_dpo/loss_margin_mean": 29.983781814575195,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2834067547723935,
"grad_norm": 3.5088882446289062,
"learning_rate": 4.5180069639630236e-07,
"logits/chosen": -0.5572738647460938,
"logits/rejected": -0.5282651782035828,
"loss": 1.3531,
"step": 193
},
{
"beta_dpo/beta": 0.19052860140800476,
"beta_dpo/beta_margin_grad_mean": -0.20192070305347443,
"beta_dpo/beta_margin_grad_std": 0.34633687138557434,
"beta_dpo/beta_margin_mean": 8.937496185302734,
"beta_dpo/beta_margin_std": 12.730754852294922,
"beta_dpo/beta_used": 0.19052860140800476,
"beta_dpo/beta_used_raw": 0.19052860140800476,
"beta_dpo/gap_mean": 46.84581756591797,
"beta_dpo/gap_std": 64.2998046875,
"beta_dpo/loss_margin_mean": 48.318939208984375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.28487518355359764,
"grad_norm": 662.7078857421875,
"learning_rate": 4.510405240853854e-07,
"logits/chosen": -0.46685880422592163,
"logits/rejected": -0.44785797595977783,
"loss": 1.67,
"step": 194
},
{
"beta_dpo/beta": 0.34017544984817505,
"beta_dpo/beta_margin_grad_mean": -0.24558886885643005,
"beta_dpo/beta_margin_grad_std": 0.3135336637496948,
"beta_dpo/beta_margin_mean": 17.846120834350586,
"beta_dpo/beta_margin_std": 31.463382720947266,
"beta_dpo/beta_used": 0.34017544984817505,
"beta_dpo/beta_used_raw": 0.34017544984817505,
"beta_dpo/gap_mean": 47.83788299560547,
"beta_dpo/gap_std": 64.01758575439453,
"beta_dpo/loss_margin_mean": 53.63036346435547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.28634361233480177,
"grad_norm": 1409.7032470703125,
"learning_rate": 4.5027505416968985e-07,
"logits/chosen": -0.4705166518688202,
"logits/rejected": -0.48458150029182434,
"loss": 2.5194,
"step": 195
},
{
"beta_dpo/beta": 0.13741353154182434,
"beta_dpo/beta_margin_grad_mean": -0.3610975742340088,
"beta_dpo/beta_margin_grad_std": 0.3129690885543823,
"beta_dpo/beta_margin_mean": 9.195865631103516,
"beta_dpo/beta_margin_std": 19.96077537536621,
"beta_dpo/beta_used": 0.13741353154182434,
"beta_dpo/beta_used_raw": -0.07183443009853363,
"beta_dpo/gap_mean": 49.88597869873047,
"beta_dpo/gap_std": 66.26655578613281,
"beta_dpo/loss_margin_mean": 57.657196044921875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2878120411160059,
"grad_norm": 580.5075073242188,
"learning_rate": 4.495043068200599e-07,
"logits/chosen": -0.49783796072006226,
"logits/rejected": -0.4742533564567566,
"loss": 2.7513,
"step": 196
},
{
"beta_dpo/beta": 0.009012533351778984,
"beta_dpo/beta_margin_grad_mean": -0.4102240204811096,
"beta_dpo/beta_margin_grad_std": 0.14067673683166504,
"beta_dpo/beta_margin_mean": 0.44567611813545227,
"beta_dpo/beta_margin_std": 0.761162519454956,
"beta_dpo/beta_used": 0.009012533351778984,
"beta_dpo/beta_used_raw": -0.20918835699558258,
"beta_dpo/gap_mean": 48.81125259399414,
"beta_dpo/gap_std": 64.20172119140625,
"beta_dpo/loss_margin_mean": 44.6383056640625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.28928046989721,
"grad_norm": 23.286901473999023,
"learning_rate": 4.4872830234640493e-07,
"logits/chosen": -0.48581668734550476,
"logits/rejected": -0.47287267446517944,
"loss": 1.1075,
"step": 197
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4868345856666565,
"beta_dpo/beta_margin_grad_std": 0.0170100387185812,
"beta_dpo/beta_margin_mean": 0.05277407914400101,
"beta_dpo/beta_margin_std": 0.06834717839956284,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7153933048248291,
"beta_dpo/gap_mean": 49.21632385253906,
"beta_dpo/gap_std": 63.374412536621094,
"beta_dpo/loss_margin_mean": 52.77407455444336,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2907488986784141,
"grad_norm": 3.0157718658447266,
"learning_rate": 4.479470611971645e-07,
"logits/chosen": -0.5509780645370483,
"logits/rejected": -0.5530319213867188,
"loss": 1.3515,
"step": 198
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48704952001571655,
"beta_dpo/beta_margin_grad_std": 0.01737978495657444,
"beta_dpo/beta_margin_mean": 0.05188674107193947,
"beta_dpo/beta_margin_std": 0.06968604773283005,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.5050678253173828,
"beta_dpo/gap_mean": 50.510684967041016,
"beta_dpo/gap_std": 65.09575653076172,
"beta_dpo/loss_margin_mean": 51.886741638183594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2922173274596182,
"grad_norm": 3.9049272537231445,
"learning_rate": 4.471606039587695e-07,
"logits/chosen": -0.5343225002288818,
"logits/rejected": -0.5195610523223877,
"loss": 1.3469,
"step": 199
},
{
"beta_dpo/beta": 0.09858327358961105,
"beta_dpo/beta_margin_grad_mean": -0.3039037585258484,
"beta_dpo/beta_margin_grad_std": 0.26042643189430237,
"beta_dpo/beta_margin_mean": 5.793294429779053,
"beta_dpo/beta_margin_std": 12.536651611328125,
"beta_dpo/beta_used": 0.09858327358961105,
"beta_dpo/beta_used_raw": -0.24377571046352386,
"beta_dpo/gap_mean": 50.77419662475586,
"beta_dpo/gap_std": 67.68488311767578,
"beta_dpo/loss_margin_mean": 54.00712966918945,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2936857562408223,
"grad_norm": 191.8094024658203,
"learning_rate": 4.4636895135509966e-07,
"logits/chosen": -0.5364083647727966,
"logits/rejected": -0.5175313949584961,
"loss": 0.8706,
"step": 200
},
{
"epoch": 0.2936857562408223,
"eval_beta_dpo/beta": 0.004597905091941357,
"eval_beta_dpo/beta_margin_grad_mean": -0.49029847979545593,
"eval_beta_dpo/beta_margin_grad_std": 0.022800996899604797,
"eval_beta_dpo/beta_margin_mean": 0.21994154155254364,
"eval_beta_dpo/beta_margin_std": 0.3260399401187897,
"eval_beta_dpo/beta_used": 0.004597905091941357,
"eval_beta_dpo/beta_used_raw": -1.2767338752746582,
"eval_beta_dpo/gap_mean": 50.691349029541016,
"eval_beta_dpo/gap_std": 68.24334716796875,
"eval_beta_dpo/loss_margin_mean": 27.745779037475586,
"eval_beta_dpo/mask_keep_frac": 1.0,
"eval_logits/chosen": -0.6063677668571472,
"eval_logits/rejected": -0.5873017311096191,
"eval_loss": 0.6904171705245972,
"eval_runtime": 40.1818,
"eval_samples_per_second": 58.21,
"eval_steps_per_second": 1.842,
"step": 200
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48646533489227295,
"beta_dpo/beta_margin_grad_std": 0.017951475456357002,
"beta_dpo/beta_margin_mean": 0.05423285812139511,
"beta_dpo/beta_margin_std": 0.07199931889772415,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.24471929669380188,
"beta_dpo/gap_mean": 51.0998420715332,
"beta_dpo/gap_std": 69.32807922363281,
"beta_dpo/loss_margin_mean": 54.232852935791016,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.29515418502202645,
"grad_norm": 3.234513282775879,
"learning_rate": 4.455721242469372e-07,
"logits/chosen": -0.5788037776947021,
"logits/rejected": -0.5658458471298218,
"loss": 1.3421,
"step": 201
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4899270534515381,
"beta_dpo/beta_margin_grad_std": 0.017768291756510735,
"beta_dpo/beta_margin_mean": 0.040362436324357986,
"beta_dpo/beta_margin_std": 0.07123276591300964,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.5578510165214539,
"beta_dpo/gap_mean": 49.74256896972656,
"beta_dpo/gap_std": 69.538330078125,
"beta_dpo/loss_margin_mean": 40.36243438720703,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.2966226138032305,
"grad_norm": 3.0596237182617188,
"learning_rate": 4.4477014363141755e-07,
"logits/chosen": -0.5542974472045898,
"logits/rejected": -0.557321310043335,
"loss": 1.3486,
"step": 202
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48856452107429504,
"beta_dpo/beta_margin_grad_std": 0.015608040615916252,
"beta_dpo/beta_margin_mean": 0.04581226408481598,
"beta_dpo/beta_margin_std": 0.06257802248001099,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.41438037157058716,
"beta_dpo/gap_mean": 48.89398193359375,
"beta_dpo/gap_std": 68.63645935058594,
"beta_dpo/loss_margin_mean": 45.81226348876953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.29809104258443464,
"grad_norm": 3.645709753036499,
"learning_rate": 4.439630306414758e-07,
"logits/chosen": -0.571040153503418,
"logits/rejected": -0.5497109293937683,
"loss": 1.347,
"step": 203
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.489501029253006,
"beta_dpo/beta_margin_grad_std": 0.01954388990998268,
"beta_dpo/beta_margin_mean": 0.04208584129810333,
"beta_dpo/beta_margin_std": 0.07838640362024307,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.0310747623443604,
"beta_dpo/gap_mean": 47.7497673034668,
"beta_dpo/gap_std": 70.519287109375,
"beta_dpo/loss_margin_mean": 42.08584213256836,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.29955947136563876,
"grad_norm": 2.720808982849121,
"learning_rate": 4.431508065452897e-07,
"logits/chosen": -0.5842176675796509,
"logits/rejected": -0.5408717393875122,
"loss": 1.3582,
"step": 204
},
{
"beta_dpo/beta": 0.2624741196632385,
"beta_dpo/beta_margin_grad_mean": -0.29318341612815857,
"beta_dpo/beta_margin_grad_std": 0.2785731852054596,
"beta_dpo/beta_margin_mean": 21.14405059814453,
"beta_dpo/beta_margin_std": 34.92091369628906,
"beta_dpo/beta_used": 0.2624741196632385,
"beta_dpo/beta_used_raw": 0.12516099214553833,
"beta_dpo/gap_mean": 50.11834716796875,
"beta_dpo/gap_std": 70.84585571289062,
"beta_dpo/loss_margin_mean": 59.972965240478516,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3010279001468429,
"grad_norm": 358.5487365722656,
"learning_rate": 4.4233349274571974e-07,
"logits/chosen": -0.54551100730896,
"logits/rejected": -0.5079349875450134,
"loss": 0.9147,
"step": 205
},
{
"beta_dpo/beta": 0.8118077516555786,
"beta_dpo/beta_margin_grad_mean": -0.1911478042602539,
"beta_dpo/beta_margin_grad_std": 0.3803271949291229,
"beta_dpo/beta_margin_mean": 56.539398193359375,
"beta_dpo/beta_margin_std": 60.37042236328125,
"beta_dpo/beta_used": 0.8118077516555786,
"beta_dpo/beta_used_raw": 0.8118077516555786,
"beta_dpo/gap_mean": 52.5726318359375,
"beta_dpo/gap_std": 71.26499938964844,
"beta_dpo/loss_margin_mean": 68.52181243896484,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.302496328928047,
"grad_norm": 1746.28271484375,
"learning_rate": 4.415111107797445e-07,
"logits/chosen": -0.5080777406692505,
"logits/rejected": -0.5112833976745605,
"loss": 5.7592,
"step": 206
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4823157787322998,
"beta_dpo/beta_margin_grad_std": 0.02179008349776268,
"beta_dpo/beta_margin_mean": 0.07096053659915924,
"beta_dpo/beta_margin_std": 0.08763889223337173,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.22176781296730042,
"beta_dpo/gap_mean": 55.76563262939453,
"beta_dpo/gap_std": 74.22966766357422,
"beta_dpo/loss_margin_mean": 70.96053314208984,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3039647577092511,
"grad_norm": 3.9254820346832275,
"learning_rate": 4.4068368231789365e-07,
"logits/chosen": -0.5645418167114258,
"logits/rejected": -0.5385115742683411,
"loss": 1.3372,
"step": 207
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48605671525001526,
"beta_dpo/beta_margin_grad_std": 0.021491041406989098,
"beta_dpo/beta_margin_mean": 0.055905092507600784,
"beta_dpo/beta_margin_std": 0.08626676350831985,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.131654754281044,
"beta_dpo/gap_mean": 56.717201232910156,
"beta_dpo/gap_std": 76.8087158203125,
"beta_dpo/loss_margin_mean": 55.905086517333984,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3054331864904552,
"grad_norm": 3.8811442852020264,
"learning_rate": 4.398512291636768e-07,
"logits/chosen": -0.5704125761985779,
"logits/rejected": -0.5577903985977173,
"loss": 1.3351,
"step": 208
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48689284920692444,
"beta_dpo/beta_margin_grad_std": 0.019833343103528023,
"beta_dpo/beta_margin_mean": 0.05253633111715317,
"beta_dpo/beta_margin_std": 0.07954316586256027,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.45698946714401245,
"beta_dpo/gap_mean": 55.72069549560547,
"beta_dpo/gap_std": 78.26738739013672,
"beta_dpo/loss_margin_mean": 52.53633117675781,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3069016152716593,
"grad_norm": 3.4770359992980957,
"learning_rate": 4.3901377325300857e-07,
"logits/chosen": -0.5012378692626953,
"logits/rejected": -0.4895186424255371,
"loss": 1.3415,
"step": 209
},
{
"beta_dpo/beta": 0.15351513028144836,
"beta_dpo/beta_margin_grad_mean": -0.3444797396659851,
"beta_dpo/beta_margin_grad_std": 0.28890836238861084,
"beta_dpo/beta_margin_mean": 9.529181480407715,
"beta_dpo/beta_margin_std": 20.73506736755371,
"beta_dpo/beta_used": 0.15351513028144836,
"beta_dpo/beta_used_raw": -0.5257502794265747,
"beta_dpo/gap_mean": 55.32640075683594,
"beta_dpo/gap_std": 78.07096862792969,
"beta_dpo/loss_margin_mean": 55.78252029418945,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.30837004405286345,
"grad_norm": 341.5815124511719,
"learning_rate": 4.381713366536311e-07,
"logits/chosen": -0.4934021234512329,
"logits/rejected": -0.48370587825775146,
"loss": 1.2834,
"step": 210
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4880537688732147,
"beta_dpo/beta_margin_grad_std": 0.0234391950070858,
"beta_dpo/beta_margin_mean": 0.047958794981241226,
"beta_dpo/beta_margin_std": 0.09425321221351624,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.437325358390808,
"beta_dpo/gap_mean": 54.482818603515625,
"beta_dpo/gap_std": 79.86414337158203,
"beta_dpo/loss_margin_mean": 47.95879364013672,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.30983847283406757,
"grad_norm": 3.5843217372894287,
"learning_rate": 4.373239415645323e-07,
"logits/chosen": -0.4944462776184082,
"logits/rejected": -0.4566226005554199,
"loss": 1.3584,
"step": 211
},
{
"beta_dpo/beta": 1.3223354816436768,
"beta_dpo/beta_margin_grad_mean": -0.35223668813705444,
"beta_dpo/beta_margin_grad_std": 0.32164767384529114,
"beta_dpo/beta_margin_mean": 141.0015869140625,
"beta_dpo/beta_margin_std": 267.85894775390625,
"beta_dpo/beta_used": 1.3223354816436768,
"beta_dpo/beta_used_raw": 1.0547301769256592,
"beta_dpo/gap_mean": 59.36201477050781,
"beta_dpo/gap_std": 85.50032043457031,
"beta_dpo/loss_margin_mean": 81.92825317382812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.31130690161527164,
"grad_norm": 7063.01416015625,
"learning_rate": 4.3647161031536086e-07,
"logits/chosen": -0.4703846573829651,
"logits/rejected": -0.4657232165336609,
"loss": 29.8368,
"step": 212
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4821443259716034,
"beta_dpo/beta_margin_grad_std": 0.025429587811231613,
"beta_dpo/beta_margin_mean": 0.07165674865245819,
"beta_dpo/beta_margin_std": 0.10214556753635406,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.37106069922447205,
"beta_dpo/gap_mean": 61.29865646362305,
"beta_dpo/gap_std": 87.67449951171875,
"beta_dpo/loss_margin_mean": 71.65673828125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.31277533039647576,
"grad_norm": 4.132566452026367,
"learning_rate": 4.3561436536583774e-07,
"logits/chosen": -0.47617167234420776,
"logits/rejected": -0.44875389337539673,
"loss": 1.335,
"step": 213
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4833696484565735,
"beta_dpo/beta_margin_grad_std": 0.023280689492821693,
"beta_dpo/beta_margin_mean": 0.06673929840326309,
"beta_dpo/beta_margin_std": 0.09353061765432358,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.2031300812959671,
"beta_dpo/gap_mean": 62.14265823364258,
"beta_dpo/gap_std": 89.926513671875,
"beta_dpo/loss_margin_mean": 66.73929595947266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3142437591776799,
"grad_norm": 5.018362998962402,
"learning_rate": 4.3475222930516473e-07,
"logits/chosen": -0.4100716710090637,
"logits/rejected": -0.41462287306785583,
"loss": 1.3312,
"step": 214
},
{
"beta_dpo/beta": 0.3104745149612427,
"beta_dpo/beta_margin_grad_mean": -0.35084572434425354,
"beta_dpo/beta_margin_grad_std": 0.3201132118701935,
"beta_dpo/beta_margin_mean": 24.29639434814453,
"beta_dpo/beta_margin_std": 55.270938873291016,
"beta_dpo/beta_used": 0.3104745149612427,
"beta_dpo/beta_used_raw": -0.06115126609802246,
"beta_dpo/gap_mean": 64.10518646240234,
"beta_dpo/gap_std": 91.72321319580078,
"beta_dpo/loss_margin_mean": 70.83655548095703,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.315712187958884,
"grad_norm": 1893.756103515625,
"learning_rate": 4.3388522485142885e-07,
"logits/chosen": -0.4227758049964905,
"logits/rejected": -0.41368818283081055,
"loss": 5.4992,
"step": 215
},
{
"beta_dpo/beta": 0.1452518105506897,
"beta_dpo/beta_margin_grad_mean": -0.3200395703315735,
"beta_dpo/beta_margin_grad_std": 0.28639811277389526,
"beta_dpo/beta_margin_mean": 12.094311714172363,
"beta_dpo/beta_margin_std": 23.100305557250977,
"beta_dpo/beta_used": 0.1452518105506897,
"beta_dpo/beta_used_raw": -0.4864157736301422,
"beta_dpo/gap_mean": 63.70437240600586,
"beta_dpo/gap_std": 92.65457153320312,
"beta_dpo/loss_margin_mean": 66.72907257080078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.31718061674008813,
"grad_norm": 478.4328918457031,
"learning_rate": 4.330133748510036e-07,
"logits/chosen": -0.4186558425426483,
"logits/rejected": -0.40211576223373413,
"loss": 1.6065,
"step": 216
},
{
"beta_dpo/beta": 0.052402470260858536,
"beta_dpo/beta_margin_grad_mean": -0.38916242122650146,
"beta_dpo/beta_margin_grad_std": 0.3128577768802643,
"beta_dpo/beta_margin_mean": 3.8621439933776855,
"beta_dpo/beta_margin_std": 9.069067001342773,
"beta_dpo/beta_used": 0.052402470260858536,
"beta_dpo/beta_used_raw": -0.15126293897628784,
"beta_dpo/gap_mean": 67.39096069335938,
"beta_dpo/gap_std": 93.9806137084961,
"beta_dpo/loss_margin_mean": 80.78280639648438,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3186490455212922,
"grad_norm": 547.8667602539062,
"learning_rate": 4.3213670227794757e-07,
"logits/chosen": -0.4100034236907959,
"logits/rejected": -0.407045841217041,
"loss": 1.4452,
"step": 217
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4856181740760803,
"beta_dpo/beta_margin_grad_std": 0.024022625759243965,
"beta_dpo/beta_margin_mean": 0.05773010477423668,
"beta_dpo/beta_margin_std": 0.09657855331897736,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1618341207504272,
"beta_dpo/gap_mean": 66.28788757324219,
"beta_dpo/gap_std": 94.35865783691406,
"beta_dpo/loss_margin_mean": 57.7301025390625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3201174743024963,
"grad_norm": 5.246548652648926,
"learning_rate": 4.3125523023339815e-07,
"logits/chosen": -0.431363046169281,
"logits/rejected": -0.4271088242530823,
"loss": 1.3429,
"step": 218
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4872594475746155,
"beta_dpo/beta_margin_grad_std": 0.02623271755874157,
"beta_dpo/beta_margin_mean": 0.05115894228219986,
"beta_dpo/beta_margin_std": 0.10570129752159119,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.3351142406463623,
"beta_dpo/gap_mean": 62.747528076171875,
"beta_dpo/gap_std": 96.75794982910156,
"beta_dpo/loss_margin_mean": 51.15894317626953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.32158590308370044,
"grad_norm": 4.286383152008057,
"learning_rate": 4.303689819449636e-07,
"logits/chosen": -0.4274938106536865,
"logits/rejected": -0.41343453526496887,
"loss": 1.3488,
"step": 219
},
{
"beta_dpo/beta": 0.17918218672275543,
"beta_dpo/beta_margin_grad_mean": -0.34378835558891296,
"beta_dpo/beta_margin_grad_std": 0.3021136224269867,
"beta_dpo/beta_margin_mean": 9.130165100097656,
"beta_dpo/beta_margin_std": 20.58268928527832,
"beta_dpo/beta_used": 0.17918218672275543,
"beta_dpo/beta_used_raw": 0.05747605115175247,
"beta_dpo/gap_mean": 60.67655944824219,
"beta_dpo/gap_std": 93.46902465820312,
"beta_dpo/loss_margin_mean": 43.123931884765625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.32305433186490456,
"grad_norm": 1213.65625,
"learning_rate": 4.2947798076611047e-07,
"logits/chosen": -0.45730453729629517,
"logits/rejected": -0.43929389119148254,
"loss": 0.914,
"step": 220
},
{
"beta_dpo/beta": 1.0828216075897217,
"beta_dpo/beta_margin_grad_mean": -0.285607248544693,
"beta_dpo/beta_margin_grad_std": 0.28007781505584717,
"beta_dpo/beta_margin_mean": 110.4359359741211,
"beta_dpo/beta_margin_std": 165.42660522460938,
"beta_dpo/beta_used": 1.0828216075897217,
"beta_dpo/beta_used_raw": 0.8143908977508545,
"beta_dpo/gap_mean": 63.86392593383789,
"beta_dpo/gap_std": 92.72855377197266,
"beta_dpo/loss_margin_mean": 93.2608871459961,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3245227606461087,
"grad_norm": 3353.1982421875,
"learning_rate": 4.285822501755485e-07,
"logits/chosen": -0.41670554876327515,
"logits/rejected": -0.42472323775291443,
"loss": 8.7201,
"step": 221
},
{
"beta_dpo/beta": 0.24051879346370697,
"beta_dpo/beta_margin_grad_mean": -0.19494900107383728,
"beta_dpo/beta_margin_grad_std": 0.3727710545063019,
"beta_dpo/beta_margin_mean": 14.743354797363281,
"beta_dpo/beta_margin_std": 23.80963897705078,
"beta_dpo/beta_used": 0.24051879346370697,
"beta_dpo/beta_used_raw": 0.24051879346370697,
"beta_dpo/gap_mean": 65.32881164550781,
"beta_dpo/gap_std": 91.67716979980469,
"beta_dpo/loss_margin_mean": 64.1358642578125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.32599118942731276,
"grad_norm": 1461.958251953125,
"learning_rate": 4.276818137766118e-07,
"logits/chosen": -0.4541017413139343,
"logits/rejected": -0.45362943410873413,
"loss": 3.3505,
"step": 222
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48626866936683655,
"beta_dpo/beta_margin_grad_std": 0.02382073365151882,
"beta_dpo/beta_margin_mean": 0.05513327941298485,
"beta_dpo/beta_margin_std": 0.09587711095809937,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6068298816680908,
"beta_dpo/gap_mean": 64.32170104980469,
"beta_dpo/gap_std": 92.70675659179688,
"beta_dpo/loss_margin_mean": 55.133277893066406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3274596182085169,
"grad_norm": 5.079369068145752,
"learning_rate": 4.2677669529663686e-07,
"logits/chosen": -0.4292357563972473,
"logits/rejected": -0.41810518503189087,
"loss": 1.3355,
"step": 223
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4834619462490082,
"beta_dpo/beta_margin_grad_std": 0.024282945320010185,
"beta_dpo/beta_margin_mean": 0.06639501452445984,
"beta_dpo/beta_margin_std": 0.09770266711711884,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.0090042352676392,
"beta_dpo/gap_mean": 64.98542785644531,
"beta_dpo/gap_std": 92.75971221923828,
"beta_dpo/loss_margin_mean": 66.39501190185547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.328928046989721,
"grad_norm": 5.289470672607422,
"learning_rate": 4.2586691858633747e-07,
"logits/chosen": -0.40946879982948303,
"logits/rejected": -0.3898620009422302,
"loss": 1.3414,
"step": 224
},
{
"beta_dpo/beta": 0.5190803408622742,
"beta_dpo/beta_margin_grad_mean": -0.22263871133327484,
"beta_dpo/beta_margin_grad_std": 0.4009822607040405,
"beta_dpo/beta_margin_mean": 43.59006881713867,
"beta_dpo/beta_margin_std": 67.32926940917969,
"beta_dpo/beta_used": 0.5190803408622742,
"beta_dpo/beta_used_raw": 0.5190803408622742,
"beta_dpo/gap_mean": 66.35330200195312,
"beta_dpo/gap_std": 93.56597137451172,
"beta_dpo/loss_margin_mean": 78.7562484741211,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3303964757709251,
"grad_norm": 5388.49951171875,
"learning_rate": 4.249525076191759e-07,
"logits/chosen": -0.42718806862831116,
"logits/rejected": -0.4125264286994934,
"loss": 2.7657,
"step": 225
},
{
"beta_dpo/beta": 0.004440045915544033,
"beta_dpo/beta_margin_grad_mean": -0.433518648147583,
"beta_dpo/beta_margin_grad_std": 0.11666657030582428,
"beta_dpo/beta_margin_mean": 0.30315059423446655,
"beta_dpo/beta_margin_std": 0.5602424740791321,
"beta_dpo/beta_used": 0.004440045915544033,
"beta_dpo/beta_used_raw": -0.38874343037605286,
"beta_dpo/gap_mean": 65.67891693115234,
"beta_dpo/gap_std": 93.4427490234375,
"beta_dpo/loss_margin_mean": 54.554115295410156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.33186490455212925,
"grad_norm": 17.83782958984375,
"learning_rate": 4.2403348649073167e-07,
"logits/chosen": -0.48651188611984253,
"logits/rejected": -0.4508872628211975,
"loss": 1.1641,
"step": 226
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4800347089767456,
"beta_dpo/beta_margin_grad_std": 0.023754583671689034,
"beta_dpo/beta_margin_mean": 0.08015818148851395,
"beta_dpo/beta_margin_std": 0.09570427238941193,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.21814611554145813,
"beta_dpo/gap_mean": 66.89671325683594,
"beta_dpo/gap_std": 93.85809326171875,
"beta_dpo/loss_margin_mean": 80.1581802368164,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3333333333333333,
"grad_norm": 4.970055103302002,
"learning_rate": 4.2310987941806615e-07,
"logits/chosen": -0.46300429105758667,
"logits/rejected": -0.4537394046783447,
"loss": 1.3266,
"step": 227
},
{
"beta_dpo/beta": 0.23101337254047394,
"beta_dpo/beta_margin_grad_mean": -0.36090514063835144,
"beta_dpo/beta_margin_grad_std": 0.31774094700813293,
"beta_dpo/beta_margin_mean": 11.812125205993652,
"beta_dpo/beta_margin_std": 30.85622215270996,
"beta_dpo/beta_used": 0.23101337254047394,
"beta_dpo/beta_used_raw": -0.04854981601238251,
"beta_dpo/gap_mean": 65.2583999633789,
"beta_dpo/gap_std": 93.36762237548828,
"beta_dpo/loss_margin_mean": 55.80860137939453,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.33480176211453744,
"grad_norm": 576.836669921875,
"learning_rate": 4.2218171073908463e-07,
"logits/chosen": -0.46720415353775024,
"logits/rejected": -0.4512375593185425,
"loss": 2.1248,
"step": 228
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.486246794462204,
"beta_dpo/beta_margin_grad_std": 0.022847512736916542,
"beta_dpo/beta_margin_mean": 0.05515596643090248,
"beta_dpo/beta_margin_std": 0.09170445799827576,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.1934027224779129,
"beta_dpo/gap_mean": 63.560447692871094,
"beta_dpo/gap_std": 93.40653991699219,
"beta_dpo/loss_margin_mean": 55.15596389770508,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.33627019089574156,
"grad_norm": 5.151296615600586,
"learning_rate": 4.212490049118951e-07,
"logits/chosen": -0.52690190076828,
"logits/rejected": -0.4995231628417969,
"loss": 1.3298,
"step": 229
},
{
"beta_dpo/beta": 0.7624739408493042,
"beta_dpo/beta_margin_grad_mean": -0.14170564711093903,
"beta_dpo/beta_margin_grad_std": 0.3462100327014923,
"beta_dpo/beta_margin_mean": 65.0893325805664,
"beta_dpo/beta_margin_std": 68.40202331542969,
"beta_dpo/beta_used": 0.7624739408493042,
"beta_dpo/beta_used_raw": 0.7624739408493042,
"beta_dpo/gap_mean": 66.75623321533203,
"beta_dpo/gap_std": 92.87422180175781,
"beta_dpo/loss_margin_mean": 86.35228729248047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3377386196769457,
"grad_norm": 2202.667724609375,
"learning_rate": 4.203117865141635e-07,
"logits/chosen": -0.4267687201499939,
"logits/rejected": -0.43476104736328125,
"loss": 6.1252,
"step": 230
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4862736463546753,
"beta_dpo/beta_margin_grad_std": 0.020299429073929787,
"beta_dpo/beta_margin_mean": 0.05506381019949913,
"beta_dpo/beta_margin_std": 0.0815558135509491,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.2731541395187378,
"beta_dpo/gap_mean": 65.62940979003906,
"beta_dpo/gap_std": 90.5175552368164,
"beta_dpo/loss_margin_mean": 55.06380844116211,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3392070484581498,
"grad_norm": 3.6118087768554688,
"learning_rate": 4.1937008024246625e-07,
"logits/chosen": -0.48225754499435425,
"logits/rejected": -0.4550408124923706,
"loss": 1.3451,
"step": 231
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4886838495731354,
"beta_dpo/beta_margin_grad_std": 0.02164299599826336,
"beta_dpo/beta_margin_mean": 0.04541696980595589,
"beta_dpo/beta_margin_std": 0.08694743365049362,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.4023609161376953,
"beta_dpo/gap_mean": 62.820167541503906,
"beta_dpo/gap_std": 90.34293365478516,
"beta_dpo/loss_margin_mean": 45.41696548461914,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3406754772393539,
"grad_norm": 3.735759973526001,
"learning_rate": 4.1842391091163933e-07,
"logits/chosen": -0.459547221660614,
"logits/rejected": -0.43855172395706177,
"loss": 1.3498,
"step": 232
},
{
"beta_dpo/beta": 0.6553887128829956,
"beta_dpo/beta_margin_grad_mean": -0.2702082693576813,
"beta_dpo/beta_margin_grad_std": 0.43462416529655457,
"beta_dpo/beta_margin_mean": 55.271568298339844,
"beta_dpo/beta_margin_std": 99.48710632324219,
"beta_dpo/beta_used": 0.6553887128829956,
"beta_dpo/beta_used_raw": 0.6553887128829956,
"beta_dpo/gap_mean": 63.577369689941406,
"beta_dpo/gap_std": 93.35490417480469,
"beta_dpo/loss_margin_mean": 80.09815216064453,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.342143906020558,
"grad_norm": 2282.5595703125,
"learning_rate": 4.174733034541245e-07,
"logits/chosen": -0.4606332778930664,
"logits/rejected": -0.46368852257728577,
"loss": 13.3621,
"step": 233
},
{
"beta_dpo/beta": 0.7232382297515869,
"beta_dpo/beta_margin_grad_mean": -0.2983703017234802,
"beta_dpo/beta_margin_grad_std": 0.284095823764801,
"beta_dpo/beta_margin_mean": 74.6033935546875,
"beta_dpo/beta_margin_std": 122.55489349365234,
"beta_dpo/beta_used": 0.7232382297515869,
"beta_dpo/beta_used_raw": 0.4511352777481079,
"beta_dpo/gap_mean": 68.05307006835938,
"beta_dpo/gap_std": 95.49946594238281,
"beta_dpo/loss_margin_mean": 78.76392364501953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3436123348017621,
"grad_norm": 2767.52880859375,
"learning_rate": 4.165182829193126e-07,
"logits/chosen": -0.43197929859161377,
"logits/rejected": -0.4625827670097351,
"loss": 8.0627,
"step": 234
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4878506064414978,
"beta_dpo/beta_margin_grad_std": 0.024142302572727203,
"beta_dpo/beta_margin_mean": 0.04878600686788559,
"beta_dpo/beta_margin_std": 0.09710308909416199,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6707329750061035,
"beta_dpo/gap_mean": 64.27421569824219,
"beta_dpo/gap_std": 95.8262939453125,
"beta_dpo/loss_margin_mean": 48.786006927490234,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.34508076358296624,
"grad_norm": 6.3571929931640625,
"learning_rate": 4.1555887447288255e-07,
"logits/chosen": -0.4989432692527771,
"logits/rejected": -0.4859057068824768,
"loss": 1.3526,
"step": 235
},
{
"beta_dpo/beta": 0.12677739560604095,
"beta_dpo/beta_margin_grad_mean": -0.2837068736553192,
"beta_dpo/beta_margin_grad_std": 0.26055774092674255,
"beta_dpo/beta_margin_mean": 10.552834510803223,
"beta_dpo/beta_margin_std": 17.651796340942383,
"beta_dpo/beta_used": 0.12677739560604095,
"beta_dpo/beta_used_raw": -0.10223083198070526,
"beta_dpo/gap_mean": 65.10395050048828,
"beta_dpo/gap_std": 94.22532653808594,
"beta_dpo/loss_margin_mean": 74.87934875488281,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3465491923641703,
"grad_norm": 211.59228515625,
"learning_rate": 4.1459510339613946e-07,
"logits/chosen": -0.46568238735198975,
"logits/rejected": -0.4750595688819885,
"loss": 0.7942,
"step": 236
},
{
"beta_dpo/beta": 0.23019856214523315,
"beta_dpo/beta_margin_grad_mean": -0.3403577208518982,
"beta_dpo/beta_margin_grad_std": 0.2993144690990448,
"beta_dpo/beta_margin_mean": 16.547616958618164,
"beta_dpo/beta_margin_std": 33.88982391357422,
"beta_dpo/beta_used": 0.23019856214523315,
"beta_dpo/beta_used_raw": 0.05189155042171478,
"beta_dpo/gap_mean": 66.33110046386719,
"beta_dpo/gap_std": 94.28207397460938,
"beta_dpo/loss_margin_mean": 68.86071014404297,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.34801762114537443,
"grad_norm": 1457.3970947265625,
"learning_rate": 4.136269950853473e-07,
"logits/chosen": -0.4683570861816406,
"logits/rejected": -0.4693116545677185,
"loss": 4.2522,
"step": 237
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48502317070961,
"beta_dpo/beta_margin_grad_std": 0.021210981532931328,
"beta_dpo/beta_margin_mean": 0.06012243032455444,
"beta_dpo/beta_margin_std": 0.08544077724218369,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6816811561584473,
"beta_dpo/gap_mean": 66.35641479492188,
"beta_dpo/gap_std": 93.38137817382812,
"beta_dpo/loss_margin_mean": 60.12242889404297,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.34948604992657856,
"grad_norm": 4.830297946929932,
"learning_rate": 4.126545750510605e-07,
"logits/chosen": -0.4283304214477539,
"logits/rejected": -0.4415178894996643,
"loss": 1.3348,
"step": 238
},
{
"beta_dpo/beta": 1.085011601448059,
"beta_dpo/beta_margin_grad_mean": -0.3376123607158661,
"beta_dpo/beta_margin_grad_std": 0.3144451677799225,
"beta_dpo/beta_margin_mean": 92.08358001708984,
"beta_dpo/beta_margin_std": 171.84555053710938,
"beta_dpo/beta_used": 1.085011601448059,
"beta_dpo/beta_used_raw": 0.1778862476348877,
"beta_dpo/gap_mean": 66.31056213378906,
"beta_dpo/gap_std": 91.886962890625,
"beta_dpo/loss_margin_mean": 67.11627197265625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3509544787077827,
"grad_norm": 3145.790283203125,
"learning_rate": 4.116778689174514e-07,
"logits/chosen": -0.46962711215019226,
"logits/rejected": -0.45392659306526184,
"loss": 5.1543,
"step": 239
},
{
"beta_dpo/beta": 0.01710430718958378,
"beta_dpo/beta_margin_grad_mean": -0.35482582449913025,
"beta_dpo/beta_margin_grad_std": 0.23242245614528656,
"beta_dpo/beta_margin_mean": 1.1268202066421509,
"beta_dpo/beta_margin_std": 2.160505771636963,
"beta_dpo/beta_used": 0.01710430718958378,
"beta_dpo/beta_used_raw": -0.3118809163570404,
"beta_dpo/gap_mean": 64.25852966308594,
"beta_dpo/gap_std": 89.93122863769531,
"beta_dpo/loss_margin_mean": 53.26530075073242,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3524229074889868,
"grad_norm": 40.69264602661133,
"learning_rate": 4.106969024216348e-07,
"logits/chosen": -0.4985065460205078,
"logits/rejected": -0.48068171739578247,
"loss": 1.003,
"step": 240
},
{
"beta_dpo/beta": 0.15345998108386993,
"beta_dpo/beta_margin_grad_mean": -0.2729555368423462,
"beta_dpo/beta_margin_grad_std": 0.2604886293411255,
"beta_dpo/beta_margin_mean": 10.851144790649414,
"beta_dpo/beta_margin_std": 16.8941593170166,
"beta_dpo/beta_used": 0.15345998108386993,
"beta_dpo/beta_used_raw": -0.44774329662323,
"beta_dpo/gap_mean": 65.07862854003906,
"beta_dpo/gap_std": 90.019287109375,
"beta_dpo/loss_margin_mean": 80.56120300292969,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.35389133627019087,
"grad_norm": 423.2123107910156,
"learning_rate": 4.097117014129903e-07,
"logits/chosen": -0.509527862071991,
"logits/rejected": -0.4832276701927185,
"loss": 0.7624,
"step": 241
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4855991005897522,
"beta_dpo/beta_margin_grad_std": 0.023397963494062424,
"beta_dpo/beta_margin_mean": 0.05778844282031059,
"beta_dpo/beta_margin_std": 0.094021275639534,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.40156319737434387,
"beta_dpo/gap_mean": 64.53580474853516,
"beta_dpo/gap_std": 93.37384033203125,
"beta_dpo/loss_margin_mean": 57.7884407043457,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.355359765051395,
"grad_norm": 4.439099311828613,
"learning_rate": 4.087222918524807e-07,
"logits/chosen": -0.45422351360321045,
"logits/rejected": -0.42984485626220703,
"loss": 1.3321,
"step": 242
},
{
"beta_dpo/beta": 0.30491340160369873,
"beta_dpo/beta_margin_grad_mean": -0.3281807005405426,
"beta_dpo/beta_margin_grad_std": 0.29721781611442566,
"beta_dpo/beta_margin_mean": 22.148780822753906,
"beta_dpo/beta_margin_std": 43.37929153442383,
"beta_dpo/beta_used": 0.30491340160369873,
"beta_dpo/beta_used_raw": -0.12471228837966919,
"beta_dpo/gap_mean": 65.9927978515625,
"beta_dpo/gap_std": 92.37184143066406,
"beta_dpo/loss_margin_mean": 72.20804595947266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3568281938325991,
"grad_norm": 1469.662841796875,
"learning_rate": 4.07728699811968e-07,
"logits/chosen": -0.44465339183807373,
"logits/rejected": -0.4099007844924927,
"loss": 4.1283,
"step": 243
},
{
"beta_dpo/beta": 0.12539884448051453,
"beta_dpo/beta_margin_grad_mean": -0.33266112208366394,
"beta_dpo/beta_margin_grad_std": 0.2994270622730255,
"beta_dpo/beta_margin_mean": 8.772866249084473,
"beta_dpo/beta_margin_std": 14.808113098144531,
"beta_dpo/beta_used": 0.12539884448051453,
"beta_dpo/beta_used_raw": -0.010177649557590485,
"beta_dpo/gap_mean": 67.40866088867188,
"beta_dpo/gap_std": 90.40948486328125,
"beta_dpo/loss_margin_mean": 73.00894165039062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.35829662261380324,
"grad_norm": 321.0909118652344,
"learning_rate": 4.067309514735267e-07,
"logits/chosen": -0.49787259101867676,
"logits/rejected": -0.4910111427307129,
"loss": 1.3698,
"step": 244
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48563241958618164,
"beta_dpo/beta_margin_grad_std": 0.025404594838619232,
"beta_dpo/beta_margin_mean": 0.057682327926158905,
"beta_dpo/beta_margin_std": 0.10235247761011124,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.7166011333465576,
"beta_dpo/gap_mean": 67.58259582519531,
"beta_dpo/gap_std": 91.15482330322266,
"beta_dpo/loss_margin_mean": 57.68232727050781,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.35976505139500736,
"grad_norm": 3.6279404163360596,
"learning_rate": 4.057290731287531e-07,
"logits/chosen": -0.5001641511917114,
"logits/rejected": -0.4671769142150879,
"loss": 1.3501,
"step": 245
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48544150590896606,
"beta_dpo/beta_margin_grad_std": 0.021831955760717392,
"beta_dpo/beta_margin_mean": 0.05841972678899765,
"beta_dpo/beta_margin_std": 0.08776440471410751,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.5867970585823059,
"beta_dpo/gap_mean": 64.41853332519531,
"beta_dpo/gap_std": 90.19287872314453,
"beta_dpo/loss_margin_mean": 58.41972351074219,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.36123348017621143,
"grad_norm": 4.705582618713379,
"learning_rate": 4.047230911780736e-07,
"logits/chosen": -0.5271105766296387,
"logits/rejected": -0.49014580249786377,
"loss": 1.3351,
"step": 246
},
{
"beta_dpo/beta": 0.1847115010023117,
"beta_dpo/beta_margin_grad_mean": -0.2965923547744751,
"beta_dpo/beta_margin_grad_std": 0.28494712710380554,
"beta_dpo/beta_margin_mean": 15.352115631103516,
"beta_dpo/beta_margin_std": 25.77711296081543,
"beta_dpo/beta_used": 0.1847115010023117,
"beta_dpo/beta_used_raw": 0.06344389915466309,
"beta_dpo/gap_mean": 68.1501235961914,
"beta_dpo/gap_std": 92.23121643066406,
"beta_dpo/loss_margin_mean": 90.32220458984375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.36270190895741555,
"grad_norm": 471.9046325683594,
"learning_rate": 4.0371303213004814e-07,
"logits/chosen": -0.44840526580810547,
"logits/rejected": -0.45401185750961304,
"loss": 2.3625,
"step": 247
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48346683382987976,
"beta_dpo/beta_margin_grad_std": 0.018162554129958153,
"beta_dpo/beta_margin_mean": 0.06628952920436859,
"beta_dpo/beta_margin_std": 0.07302607595920563,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.5669313669204712,
"beta_dpo/gap_mean": 68.87054443359375,
"beta_dpo/gap_std": 89.18070220947266,
"beta_dpo/loss_margin_mean": 66.2895278930664,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3641703377386197,
"grad_norm": 4.8645339012146,
"learning_rate": 4.0269892260067197e-07,
"logits/chosen": -0.45725005865097046,
"logits/rejected": -0.47495073080062866,
"loss": 1.3302,
"step": 248
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48953747749328613,
"beta_dpo/beta_margin_grad_std": 0.019871097058057785,
"beta_dpo/beta_margin_mean": 0.041934434324502945,
"beta_dpo/beta_margin_std": 0.07966778427362442,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1384837627410889,
"beta_dpo/gap_mean": 64.90923309326172,
"beta_dpo/gap_std": 87.11177825927734,
"beta_dpo/loss_margin_mean": 41.93442916870117,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3656387665198238,
"grad_norm": 6.0476884841918945,
"learning_rate": 4.0168078931267426e-07,
"logits/chosen": -0.47966477274894714,
"logits/rejected": -0.45807725191116333,
"loss": 1.3437,
"step": 249
},
{
"beta_dpo/beta": 0.3004174530506134,
"beta_dpo/beta_margin_grad_mean": -0.277651309967041,
"beta_dpo/beta_margin_grad_std": 0.2621324062347412,
"beta_dpo/beta_margin_mean": 21.81104278564453,
"beta_dpo/beta_margin_std": 32.62987518310547,
"beta_dpo/beta_used": 0.3004174530506134,
"beta_dpo/beta_used_raw": 0.17717288434505463,
"beta_dpo/gap_mean": 62.63585662841797,
"beta_dpo/gap_std": 83.05741119384766,
"beta_dpo/loss_margin_mean": 62.211456298828125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3671071953010279,
"grad_norm": 598.4202270507812,
"learning_rate": 4.006586590948141e-07,
"logits/chosen": -0.458739697933197,
"logits/rejected": -0.40397346019744873,
"loss": 0.7885,
"step": 250
},
{
"beta_dpo/beta": 0.25873419642448425,
"beta_dpo/beta_margin_grad_mean": -0.35796087980270386,
"beta_dpo/beta_margin_grad_std": 0.3145868182182312,
"beta_dpo/beta_margin_mean": 16.468461990356445,
"beta_dpo/beta_margin_std": 38.37507629394531,
"beta_dpo/beta_used": 0.25873419642448425,
"beta_dpo/beta_used_raw": -0.07390487194061279,
"beta_dpo/gap_mean": 62.36948013305664,
"beta_dpo/gap_std": 82.18414306640625,
"beta_dpo/loss_margin_mean": 55.00004959106445,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.368575624082232,
"grad_norm": 993.1358032226562,
"learning_rate": 3.9963255888117325e-07,
"logits/chosen": -0.45881718397140503,
"logits/rejected": -0.43461471796035767,
"loss": 1.1642,
"step": 251
},
{
"beta_dpo/beta": 0.43845975399017334,
"beta_dpo/beta_margin_grad_mean": -0.27507588267326355,
"beta_dpo/beta_margin_grad_std": 0.2723042070865631,
"beta_dpo/beta_margin_mean": 30.300657272338867,
"beta_dpo/beta_margin_std": 50.934173583984375,
"beta_dpo/beta_used": 0.43845975399017334,
"beta_dpo/beta_used_raw": 0.2833039164543152,
"beta_dpo/gap_mean": 61.836875915527344,
"beta_dpo/gap_std": 78.91354370117188,
"beta_dpo/loss_margin_mean": 61.227333068847656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3700440528634361,
"grad_norm": 1931.18115234375,
"learning_rate": 3.9860251571044666e-07,
"logits/chosen": -0.5125927925109863,
"logits/rejected": -0.47563207149505615,
"loss": 1.6671,
"step": 252
},
{
"beta_dpo/beta": 0.13669037818908691,
"beta_dpo/beta_margin_grad_mean": -0.31530076265335083,
"beta_dpo/beta_margin_grad_std": 0.2846486270427704,
"beta_dpo/beta_margin_mean": 11.10105037689209,
"beta_dpo/beta_margin_std": 19.28214454650879,
"beta_dpo/beta_used": 0.13669037818908691,
"beta_dpo/beta_used_raw": -0.5888211727142334,
"beta_dpo/gap_mean": 60.489776611328125,
"beta_dpo/gap_std": 77.81178283691406,
"beta_dpo/loss_margin_mean": 61.38548278808594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.37151248164464024,
"grad_norm": 569.2015991210938,
"learning_rate": 3.9756855672522986e-07,
"logits/chosen": -0.49557358026504517,
"logits/rejected": -0.4879855513572693,
"loss": 1.364,
"step": 253
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4855990707874298,
"beta_dpo/beta_margin_grad_std": 0.02238706313073635,
"beta_dpo/beta_margin_mean": 0.05776969715952873,
"beta_dpo/beta_margin_std": 0.08991079777479172,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.21809083223342896,
"beta_dpo/gap_mean": 61.257843017578125,
"beta_dpo/gap_std": 80.37059020996094,
"beta_dpo/loss_margin_mean": 57.76969528198242,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.37298091042584436,
"grad_norm": 4.005491733551025,
"learning_rate": 3.965307091713037e-07,
"logits/chosen": -0.47500473260879517,
"logits/rejected": -0.46256011724472046,
"loss": 1.3323,
"step": 254
},
{
"beta_dpo/beta": 0.21867026388645172,
"beta_dpo/beta_margin_grad_mean": -0.3410184681415558,
"beta_dpo/beta_margin_grad_std": 0.3134188652038574,
"beta_dpo/beta_margin_mean": 18.47532844543457,
"beta_dpo/beta_margin_std": 37.53182601928711,
"beta_dpo/beta_used": 0.21867026388645172,
"beta_dpo/beta_used_raw": -0.4761512279510498,
"beta_dpo/gap_mean": 61.839927673339844,
"beta_dpo/gap_std": 83.36296844482422,
"beta_dpo/loss_margin_mean": 60.37783432006836,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3744493392070485,
"grad_norm": 1103.354248046875,
"learning_rate": 3.954890003969163e-07,
"logits/chosen": -0.4370883107185364,
"logits/rejected": -0.4320235848426819,
"loss": 2.8414,
"step": 255
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48553693294525146,
"beta_dpo/beta_margin_grad_std": 0.021008189767599106,
"beta_dpo/beta_margin_mean": 0.05798688158392906,
"beta_dpo/beta_margin_std": 0.08430825173854828,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7590247988700867,
"beta_dpo/gap_mean": 60.238243103027344,
"beta_dpo/gap_std": 83.42945861816406,
"beta_dpo/loss_margin_mean": 57.98687744140625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.37591776798825255,
"grad_norm": 5.088190078735352,
"learning_rate": 3.944434578520628e-07,
"logits/chosen": -0.43487805128097534,
"logits/rejected": -0.4386810064315796,
"loss": 1.3417,
"step": 256
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48144304752349854,
"beta_dpo/beta_margin_grad_std": 0.024765780195593834,
"beta_dpo/beta_margin_mean": 0.07454907149076462,
"beta_dpo/beta_margin_std": 0.09976498037576675,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.8660670518875122,
"beta_dpo/gap_mean": 63.066001892089844,
"beta_dpo/gap_std": 86.74974060058594,
"beta_dpo/loss_margin_mean": 74.549072265625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.37738619676945667,
"grad_norm": 4.403605937957764,
"learning_rate": 3.933941090877615e-07,
"logits/chosen": -0.4413556456565857,
"logits/rejected": -0.42769724130630493,
"loss": 1.3407,
"step": 257
},
{
"beta_dpo/beta": 0.8561594486236572,
"beta_dpo/beta_margin_grad_mean": -0.24124778807163239,
"beta_dpo/beta_margin_grad_std": 0.42249229550361633,
"beta_dpo/beta_margin_mean": 54.67416000366211,
"beta_dpo/beta_margin_std": 84.30635070800781,
"beta_dpo/beta_used": 0.8561594486236572,
"beta_dpo/beta_used_raw": 0.8561594486236572,
"beta_dpo/gap_mean": 62.323787689208984,
"beta_dpo/gap_std": 87.7547607421875,
"beta_dpo/loss_margin_mean": 63.648921966552734,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3788546255506608,
"grad_norm": 3212.95654296875,
"learning_rate": 3.923409817553284e-07,
"logits/chosen": -0.39796602725982666,
"logits/rejected": -0.39811059832572937,
"loss": 6.21,
"step": 258
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48512884974479675,
"beta_dpo/beta_margin_grad_std": 0.02116353064775467,
"beta_dpo/beta_margin_mean": 0.05964351072907448,
"beta_dpo/beta_margin_std": 0.08494514971971512,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.3002283573150635,
"beta_dpo/gap_mean": 62.94316864013672,
"beta_dpo/gap_std": 88.68659973144531,
"beta_dpo/loss_margin_mean": 59.64350891113281,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3803230543318649,
"grad_norm": 5.502564430236816,
"learning_rate": 3.9128410360564793e-07,
"logits/chosen": -0.45921239256858826,
"logits/rejected": -0.4577338993549347,
"loss": 1.3481,
"step": 259
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48271456360816956,
"beta_dpo/beta_margin_grad_std": 0.022007808089256287,
"beta_dpo/beta_margin_mean": 0.06942640990018845,
"beta_dpo/beta_margin_std": 0.08899199217557907,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.4817598760128021,
"beta_dpo/gap_mean": 62.76177215576172,
"beta_dpo/gap_std": 87.07768249511719,
"beta_dpo/loss_margin_mean": 69.42640686035156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.38179148311306904,
"grad_norm": 6.234367847442627,
"learning_rate": 3.9022350248844246e-07,
"logits/chosen": -0.42374077439308167,
"logits/rejected": -0.44464540481567383,
"loss": 1.3345,
"step": 260
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48329126834869385,
"beta_dpo/beta_margin_grad_std": 0.022538091987371445,
"beta_dpo/beta_margin_mean": 0.06707046180963516,
"beta_dpo/beta_margin_std": 0.09085685759782791,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.943615198135376,
"beta_dpo/gap_mean": 64.44114685058594,
"beta_dpo/gap_std": 89.06988525390625,
"beta_dpo/loss_margin_mean": 67.0704574584961,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3832599118942731,
"grad_norm": 4.799732208251953,
"learning_rate": 3.891592063515376e-07,
"logits/chosen": -0.3694385290145874,
"logits/rejected": -0.3720252513885498,
"loss": 1.3409,
"step": 261
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4851832985877991,
"beta_dpo/beta_margin_grad_std": 0.018579039722681046,
"beta_dpo/beta_margin_mean": 0.05938103049993515,
"beta_dpo/beta_margin_std": 0.07453680038452148,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.3785286545753479,
"beta_dpo/gap_mean": 63.341896057128906,
"beta_dpo/gap_std": 86.87582397460938,
"beta_dpo/loss_margin_mean": 59.38102722167969,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.38472834067547723,
"grad_norm": 4.288631916046143,
"learning_rate": 3.880912432401264e-07,
"logits/chosen": -0.3830975890159607,
"logits/rejected": -0.3654525876045227,
"loss": 1.3326,
"step": 262
},
{
"beta_dpo/beta": 0.7164207696914673,
"beta_dpo/beta_margin_grad_mean": -0.31974849104881287,
"beta_dpo/beta_margin_grad_std": 0.30375197529792786,
"beta_dpo/beta_margin_mean": 71.56385803222656,
"beta_dpo/beta_margin_std": 131.27561950683594,
"beta_dpo/beta_used": 0.7164207696914673,
"beta_dpo/beta_used_raw": 0.651368260383606,
"beta_dpo/gap_mean": 66.71192932128906,
"beta_dpo/gap_std": 88.3709487915039,
"beta_dpo/loss_margin_mean": 81.06204986572266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.38619676945668135,
"grad_norm": 1847.1041259765625,
"learning_rate": 3.870196412960302e-07,
"logits/chosen": -0.43336668610572815,
"logits/rejected": -0.40536999702453613,
"loss": 3.3255,
"step": 263
},
{
"beta_dpo/beta": 0.32210445404052734,
"beta_dpo/beta_margin_grad_mean": -0.3196498155593872,
"beta_dpo/beta_margin_grad_std": 0.2992617189884186,
"beta_dpo/beta_margin_mean": 26.927030563354492,
"beta_dpo/beta_margin_std": 47.48490524291992,
"beta_dpo/beta_used": 0.32210445404052734,
"beta_dpo/beta_used_raw": -0.5231786966323853,
"beta_dpo/gap_mean": 66.88683319091797,
"beta_dpo/gap_std": 88.364501953125,
"beta_dpo/loss_margin_mean": 62.8607292175293,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3876651982378855,
"grad_norm": 1272.9935302734375,
"learning_rate": 3.8594442875695665e-07,
"logits/chosen": -0.47683650255203247,
"logits/rejected": -0.4689565896987915,
"loss": 3.0123,
"step": 264
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4836253225803375,
"beta_dpo/beta_margin_grad_std": 0.024147428572177887,
"beta_dpo/beta_margin_mean": 0.06574657559394836,
"beta_dpo/beta_margin_std": 0.097164586186409,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7309384942054749,
"beta_dpo/gap_mean": 65.43952941894531,
"beta_dpo/gap_std": 89.35261535644531,
"beta_dpo/loss_margin_mean": 65.74657440185547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3891336270190896,
"grad_norm": 5.106090545654297,
"learning_rate": 3.848656339557562e-07,
"logits/chosen": -0.44355565309524536,
"logits/rejected": -0.42892855405807495,
"loss": 1.3367,
"step": 265
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48562902212142944,
"beta_dpo/beta_margin_grad_std": 0.02202366106212139,
"beta_dpo/beta_margin_mean": 0.05766104906797409,
"beta_dpo/beta_margin_std": 0.08847023546695709,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.3030107021331787,
"beta_dpo/gap_mean": 64.68086242675781,
"beta_dpo/gap_std": 90.58798217773438,
"beta_dpo/loss_margin_mean": 57.66104507446289,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.39060205580029367,
"grad_norm": 3.584993362426758,
"learning_rate": 3.8378328531967507e-07,
"logits/chosen": -0.5003777146339417,
"logits/rejected": -0.4550362229347229,
"loss": 1.3305,
"step": 266
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4839051365852356,
"beta_dpo/beta_margin_grad_std": 0.021753991022706032,
"beta_dpo/beta_margin_mean": 0.06459161639213562,
"beta_dpo/beta_margin_std": 0.08754534274339676,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.679577112197876,
"beta_dpo/gap_mean": 64.24443817138672,
"beta_dpo/gap_std": 89.84454345703125,
"beta_dpo/loss_margin_mean": 64.59161376953125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3920704845814978,
"grad_norm": 5.026149272918701,
"learning_rate": 3.8269741136960646e-07,
"logits/chosen": -0.46633046865463257,
"logits/rejected": -0.4374736547470093,
"loss": 1.3368,
"step": 267
},
{
"beta_dpo/beta": 0.4272679090499878,
"beta_dpo/beta_margin_grad_mean": -0.3774115741252899,
"beta_dpo/beta_margin_grad_std": 0.3255773186683655,
"beta_dpo/beta_margin_mean": 26.88530731201172,
"beta_dpo/beta_margin_std": 64.07011413574219,
"beta_dpo/beta_used": 0.4272679090499878,
"beta_dpo/beta_used_raw": 0.28859809041023254,
"beta_dpo/gap_mean": 64.24163055419922,
"beta_dpo/gap_std": 89.63772583007812,
"beta_dpo/loss_margin_mean": 64.2711410522461,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3935389133627019,
"grad_norm": 2970.7353515625,
"learning_rate": 3.8160804071933894e-07,
"logits/chosen": -0.4358275532722473,
"logits/rejected": -0.44389188289642334,
"loss": 5.9535,
"step": 268
},
{
"beta_dpo/beta": 0.7696582078933716,
"beta_dpo/beta_margin_grad_mean": -0.31902071833610535,
"beta_dpo/beta_margin_grad_std": 0.45872315764427185,
"beta_dpo/beta_margin_mean": 70.0230484008789,
"beta_dpo/beta_margin_std": 98.9859390258789,
"beta_dpo/beta_used": 0.7696582078933716,
"beta_dpo/beta_used_raw": 0.7696582078933716,
"beta_dpo/gap_mean": 67.56047821044922,
"beta_dpo/gap_std": 95.0364990234375,
"beta_dpo/loss_margin_mean": 89.27982330322266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.39500734214390604,
"grad_norm": 6386.1025390625,
"learning_rate": 3.8051520207480204e-07,
"logits/chosen": -0.4257703721523285,
"logits/rejected": -0.40664464235305786,
"loss": 17.9159,
"step": 269
},
{
"beta_dpo/beta": 0.31599855422973633,
"beta_dpo/beta_margin_grad_mean": -0.1990150511264801,
"beta_dpo/beta_margin_grad_std": 0.38719597458839417,
"beta_dpo/beta_margin_mean": 21.739652633666992,
"beta_dpo/beta_margin_std": 33.68879318237305,
"beta_dpo/beta_used": 0.31599855422973633,
"beta_dpo/beta_used_raw": 0.31599855422973633,
"beta_dpo/gap_mean": 68.88189697265625,
"beta_dpo/gap_std": 98.04679870605469,
"beta_dpo/loss_margin_mean": 69.03794860839844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.3964757709251101,
"grad_norm": 782.6886596679688,
"learning_rate": 3.794189242333106e-07,
"logits/chosen": -0.5228564739227295,
"logits/rejected": -0.5192960500717163,
"loss": 2.5132,
"step": 270
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48039206862449646,
"beta_dpo/beta_margin_grad_std": 0.026033930480480194,
"beta_dpo/beta_margin_mean": 0.07876794040203094,
"beta_dpo/beta_margin_std": 0.10474507510662079,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6152107119560242,
"beta_dpo/gap_mean": 70.80068969726562,
"beta_dpo/gap_std": 99.597412109375,
"beta_dpo/loss_margin_mean": 78.76793670654297,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.39794419970631423,
"grad_norm": 5.687714576721191,
"learning_rate": 3.7831923608280514e-07,
"logits/chosen": -0.45079296827316284,
"logits/rejected": -0.4350966811180115,
"loss": 1.3298,
"step": 271
},
{
"beta_dpo/beta": 0.2916773557662964,
"beta_dpo/beta_margin_grad_mean": -0.34444308280944824,
"beta_dpo/beta_margin_grad_std": 0.3155882954597473,
"beta_dpo/beta_margin_mean": 26.473766326904297,
"beta_dpo/beta_margin_std": 43.10868835449219,
"beta_dpo/beta_used": 0.2916773557662964,
"beta_dpo/beta_used_raw": 0.21146634221076965,
"beta_dpo/gap_mean": 74.29582214355469,
"beta_dpo/gap_std": 98.69171905517578,
"beta_dpo/loss_margin_mean": 96.75138854980469,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.39941262848751835,
"grad_norm": 3469.978759765625,
"learning_rate": 3.772161666010912e-07,
"logits/chosen": -0.4280936121940613,
"logits/rejected": -0.4439089596271515,
"loss": 2.403,
"step": 272
},
{
"beta_dpo/beta": 0.4497944712638855,
"beta_dpo/beta_margin_grad_mean": -0.30444207787513733,
"beta_dpo/beta_margin_grad_std": 0.294939249753952,
"beta_dpo/beta_margin_mean": 40.1925048828125,
"beta_dpo/beta_margin_std": 79.06779479980469,
"beta_dpo/beta_used": 0.4497944712638855,
"beta_dpo/beta_used_raw": -0.13546743988990784,
"beta_dpo/gap_mean": 76.61572265625,
"beta_dpo/gap_std": 100.23278045654297,
"beta_dpo/loss_margin_mean": 77.89697265625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4008810572687225,
"grad_norm": 1977.9761962890625,
"learning_rate": 3.761097448550755e-07,
"logits/chosen": -0.4547615647315979,
"logits/rejected": -0.4396814703941345,
"loss": 3.9441,
"step": 273
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48395276069641113,
"beta_dpo/beta_margin_grad_std": 0.021796153858304024,
"beta_dpo/beta_margin_mean": 0.06436125934123993,
"beta_dpo/beta_margin_std": 0.08749227970838547,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6583735942840576,
"beta_dpo/gap_mean": 73.87464141845703,
"beta_dpo/gap_std": 97.98983001708984,
"beta_dpo/loss_margin_mean": 64.36125183105469,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4023494860499266,
"grad_norm": 4.778660774230957,
"learning_rate": 3.75e-07,
"logits/chosen": -0.4540286064147949,
"logits/rejected": -0.43437108397483826,
"loss": 1.3435,
"step": 274
},
{
"beta_dpo/beta": 0.3658776581287384,
"beta_dpo/beta_margin_grad_mean": -0.30500340461730957,
"beta_dpo/beta_margin_grad_std": 0.2937050759792328,
"beta_dpo/beta_margin_mean": 28.91089630126953,
"beta_dpo/beta_margin_std": 53.39341354370117,
"beta_dpo/beta_used": 0.3658776581287384,
"beta_dpo/beta_used_raw": -0.2188054919242859,
"beta_dpo/gap_mean": 73.8324203491211,
"beta_dpo/gap_std": 97.02469635009766,
"beta_dpo/loss_margin_mean": 74.46902465820312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.40381791483113066,
"grad_norm": 1107.3209228515625,
"learning_rate": 3.738869612786737e-07,
"logits/chosen": -0.48561912775039673,
"logits/rejected": -0.4850524365901947,
"loss": 1.4477,
"step": 275
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48285502195358276,
"beta_dpo/beta_margin_grad_std": 0.027132032439112663,
"beta_dpo/beta_margin_mean": 0.06888844817876816,
"beta_dpo/beta_margin_std": 0.10926186293363571,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6487220525741577,
"beta_dpo/gap_mean": 73.41490173339844,
"beta_dpo/gap_std": 99.17544555664062,
"beta_dpo/loss_margin_mean": 68.88844299316406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4052863436123348,
"grad_norm": 4.309329986572266,
"learning_rate": 3.7277065802070204e-07,
"logits/chosen": -0.4739760756492615,
"logits/rejected": -0.4428936541080475,
"loss": 1.328,
"step": 276
},
{
"beta_dpo/beta": 0.2809670865535736,
"beta_dpo/beta_margin_grad_mean": -0.3351666331291199,
"beta_dpo/beta_margin_grad_std": 0.3102318048477173,
"beta_dpo/beta_margin_mean": 21.383647918701172,
"beta_dpo/beta_margin_std": 38.81602478027344,
"beta_dpo/beta_used": 0.2809670865535736,
"beta_dpo/beta_used_raw": -0.2556490898132324,
"beta_dpo/gap_mean": 71.44065856933594,
"beta_dpo/gap_std": 96.77009582519531,
"beta_dpo/loss_margin_mean": 65.0876693725586,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4067547723935389,
"grad_norm": 959.0798950195312,
"learning_rate": 3.71651119641714e-07,
"logits/chosen": -0.4775172770023346,
"logits/rejected": -0.4674876928329468,
"loss": 3.3232,
"step": 277
},
{
"beta_dpo/beta": 0.09777142852544785,
"beta_dpo/beta_margin_grad_mean": -0.3435121774673462,
"beta_dpo/beta_margin_grad_std": 0.3006548285484314,
"beta_dpo/beta_margin_mean": 9.16122055053711,
"beta_dpo/beta_margin_std": 16.98973274230957,
"beta_dpo/beta_used": 0.09777142852544785,
"beta_dpo/beta_used_raw": -0.4377209544181824,
"beta_dpo/gap_mean": 73.7154541015625,
"beta_dpo/gap_std": 97.09827423095703,
"beta_dpo/loss_margin_mean": 81.99968719482422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.40822320117474303,
"grad_norm": 546.0422973632812,
"learning_rate": 3.705283756425872e-07,
"logits/chosen": -0.5163074731826782,
"logits/rejected": -0.5155045390129089,
"loss": 1.8696,
"step": 278
},
{
"beta_dpo/beta": 0.1939535290002823,
"beta_dpo/beta_margin_grad_mean": -0.31403571367263794,
"beta_dpo/beta_margin_grad_std": 0.2941286265850067,
"beta_dpo/beta_margin_mean": 18.408206939697266,
"beta_dpo/beta_margin_std": 33.89780807495117,
"beta_dpo/beta_used": 0.1939535290002823,
"beta_dpo/beta_used_raw": -0.6678704023361206,
"beta_dpo/gap_mean": 75.48173522949219,
"beta_dpo/gap_std": 98.2899169921875,
"beta_dpo/loss_margin_mean": 83.40555572509766,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.40969162995594716,
"grad_norm": 677.2081909179688,
"learning_rate": 3.6940245560867e-07,
"logits/chosen": -0.4336978495121002,
"logits/rejected": -0.42833346128463745,
"loss": 2.2112,
"step": 279
},
{
"beta_dpo/beta": 0.5752575993537903,
"beta_dpo/beta_margin_grad_mean": -0.13274730741977692,
"beta_dpo/beta_margin_grad_std": 0.31232884526252747,
"beta_dpo/beta_margin_mean": 43.74085235595703,
"beta_dpo/beta_margin_std": 54.59124755859375,
"beta_dpo/beta_used": 0.5752575993537903,
"beta_dpo/beta_used_raw": 0.5752575993537903,
"beta_dpo/gap_mean": 75.63088989257812,
"beta_dpo/gap_std": 95.76606750488281,
"beta_dpo/loss_margin_mean": 77.03679656982422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4111600587371512,
"grad_norm": 373.3504943847656,
"learning_rate": 3.6827338920900253e-07,
"logits/chosen": -0.4546999931335449,
"logits/rejected": -0.45433032512664795,
"loss": 0.6316,
"step": 280
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.483308345079422,
"beta_dpo/beta_margin_grad_std": 0.020045718178153038,
"beta_dpo/beta_margin_mean": 0.06684371829032898,
"beta_dpo/beta_margin_std": 0.0805417075753212,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.12925973534584045,
"beta_dpo/gap_mean": 73.92355346679688,
"beta_dpo/gap_std": 93.38307189941406,
"beta_dpo/loss_margin_mean": 66.84371185302734,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.41262848751835535,
"grad_norm": 8.058195114135742,
"learning_rate": 3.6714120619553435e-07,
"logits/chosen": -0.49369382858276367,
"logits/rejected": -0.46913886070251465,
"loss": 1.3182,
"step": 281
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48673728108406067,
"beta_dpo/beta_margin_grad_std": 0.019268635660409927,
"beta_dpo/beta_margin_mean": 0.05318976566195488,
"beta_dpo/beta_margin_std": 0.07743314653635025,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6386913061141968,
"beta_dpo/gap_mean": 70.5438003540039,
"beta_dpo/gap_std": 89.866455078125,
"beta_dpo/loss_margin_mean": 53.189762115478516,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.41409691629955947,
"grad_norm": 3.629554033279419,
"learning_rate": 3.660059364023408e-07,
"logits/chosen": -0.5274136066436768,
"logits/rejected": -0.5010647773742676,
"loss": 1.346,
"step": 282
},
{
"beta_dpo/beta": 0.838965654373169,
"beta_dpo/beta_margin_grad_mean": -0.12155988812446594,
"beta_dpo/beta_margin_grad_std": 0.31926241517066956,
"beta_dpo/beta_margin_mean": 74.75791931152344,
"beta_dpo/beta_margin_std": 82.98445892333984,
"beta_dpo/beta_used": 0.838965654373169,
"beta_dpo/beta_used_raw": 0.838965654373169,
"beta_dpo/gap_mean": 71.56987762451172,
"beta_dpo/gap_std": 89.52423095703125,
"beta_dpo/loss_margin_mean": 84.6165771484375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4155653450807636,
"grad_norm": 462.5566711425781,
"learning_rate": 3.6486760974483685e-07,
"logits/chosen": -0.49745476245880127,
"logits/rejected": -0.48693162202835083,
"loss": 1.5468,
"step": 283
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47972315549850464,
"beta_dpo/beta_margin_grad_std": 0.02312047965824604,
"beta_dpo/beta_margin_mean": 0.08142410963773727,
"beta_dpo/beta_margin_std": 0.0932619571685791,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.19312117993831635,
"beta_dpo/gap_mean": 74.1982650756836,
"beta_dpo/gap_std": 90.27053833007812,
"beta_dpo/loss_margin_mean": 81.42410278320312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4170337738619677,
"grad_norm": 6.851167678833008,
"learning_rate": 3.6372625621898863e-07,
"logits/chosen": -0.5042980313301086,
"logits/rejected": -0.4991450905799866,
"loss": 1.3195,
"step": 284
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48195090889930725,
"beta_dpo/beta_margin_grad_std": 0.0216471329331398,
"beta_dpo/beta_margin_mean": 0.07239013910293579,
"beta_dpo/beta_margin_std": 0.08699988573789597,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.30619388818740845,
"beta_dpo/gap_mean": 73.66974639892578,
"beta_dpo/gap_std": 90.04093933105469,
"beta_dpo/loss_margin_mean": 72.39013671875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4185022026431718,
"grad_norm": 7.985069274902344,
"learning_rate": 3.625819059005228e-07,
"logits/chosen": -0.4940687417984009,
"logits/rejected": -0.48543840646743774,
"loss": 1.3215,
"step": 285
},
{
"beta_dpo/beta": 0.07317624241113663,
"beta_dpo/beta_margin_grad_mean": -0.3578983247280121,
"beta_dpo/beta_margin_grad_std": 0.3003653585910797,
"beta_dpo/beta_margin_mean": 5.437658786773682,
"beta_dpo/beta_margin_std": 11.020866394042969,
"beta_dpo/beta_used": 0.07317624241113663,
"beta_dpo/beta_used_raw": -0.39668411016464233,
"beta_dpo/gap_mean": 74.31663513183594,
"beta_dpo/gap_std": 90.61752319335938,
"beta_dpo/loss_margin_mean": 73.65949249267578,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4199706314243759,
"grad_norm": 274.8042907714844,
"learning_rate": 3.614345889441346e-07,
"logits/chosen": -0.4832392930984497,
"logits/rejected": -0.46001118421554565,
"loss": 1.2468,
"step": 286
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48475971817970276,
"beta_dpo/beta_margin_grad_std": 0.022152835503220558,
"beta_dpo/beta_margin_mean": 0.061166539788246155,
"beta_dpo/beta_margin_std": 0.08909157663583755,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9690273404121399,
"beta_dpo/gap_mean": 72.43344116210938,
"beta_dpo/gap_std": 90.36245727539062,
"beta_dpo/loss_margin_mean": 61.16653823852539,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.42143906020558003,
"grad_norm": 4.072757720947266,
"learning_rate": 3.6028433558269275e-07,
"logits/chosen": -0.46784478425979614,
"logits/rejected": -0.44443923234939575,
"loss": 1.3334,
"step": 287
},
{
"beta_dpo/beta": 0.7897164821624756,
"beta_dpo/beta_margin_grad_mean": -0.3040521442890167,
"beta_dpo/beta_margin_grad_std": 0.2914998233318329,
"beta_dpo/beta_margin_mean": 85.403076171875,
"beta_dpo/beta_margin_std": 137.9335479736328,
"beta_dpo/beta_used": 0.7897164821624756,
"beta_dpo/beta_used_raw": 0.6619566082954407,
"beta_dpo/gap_mean": 74.12348937988281,
"beta_dpo/gap_std": 91.28290557861328,
"beta_dpo/loss_margin_mean": 79.14554595947266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.42290748898678415,
"grad_norm": 2659.9658203125,
"learning_rate": 3.5913117612644327e-07,
"logits/chosen": -0.44504302740097046,
"logits/rejected": -0.4315459430217743,
"loss": 1.2203,
"step": 288
},
{
"beta_dpo/beta": 0.629094123840332,
"beta_dpo/beta_margin_grad_mean": -0.3004843592643738,
"beta_dpo/beta_margin_grad_std": 0.28447577357292175,
"beta_dpo/beta_margin_mean": 68.1593246459961,
"beta_dpo/beta_margin_std": 111.16494750976562,
"beta_dpo/beta_used": 0.629094123840332,
"beta_dpo/beta_used_raw": -0.10066229104995728,
"beta_dpo/gap_mean": 74.27970886230469,
"beta_dpo/gap_std": 92.71040344238281,
"beta_dpo/loss_margin_mean": 88.7456283569336,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4243759177679883,
"grad_norm": 1766.22216796875,
"learning_rate": 3.5797514096221024e-07,
"logits/chosen": -0.35877037048339844,
"logits/rejected": -0.3598015010356903,
"loss": 2.5223,
"step": 289
},
{
"beta_dpo/beta": 0.4477105140686035,
"beta_dpo/beta_margin_grad_mean": -0.3150025010108948,
"beta_dpo/beta_margin_grad_std": 0.30229073762893677,
"beta_dpo/beta_margin_mean": 46.98125076293945,
"beta_dpo/beta_margin_std": 88.1680908203125,
"beta_dpo/beta_used": 0.4477105140686035,
"beta_dpo/beta_used_raw": -0.1657930314540863,
"beta_dpo/gap_mean": 80.18174743652344,
"beta_dpo/gap_std": 98.11917877197266,
"beta_dpo/loss_margin_mean": 104.16016387939453,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.42584434654919234,
"grad_norm": 1004.2230224609375,
"learning_rate": 3.568162605525952e-07,
"logits/chosen": -0.3618127703666687,
"logits/rejected": -0.38121217489242554,
"loss": 3.118,
"step": 290
},
{
"beta_dpo/beta": 0.3404870629310608,
"beta_dpo/beta_margin_grad_mean": -0.2316586971282959,
"beta_dpo/beta_margin_grad_std": 0.40322452783584595,
"beta_dpo/beta_margin_mean": 25.296192169189453,
"beta_dpo/beta_margin_std": 31.709936141967773,
"beta_dpo/beta_used": 0.3404870629310608,
"beta_dpo/beta_used_raw": 0.3404870629310608,
"beta_dpo/gap_mean": 79.38957214355469,
"beta_dpo/gap_std": 99.54486083984375,
"beta_dpo/loss_margin_mean": 72.23591613769531,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.42731277533039647,
"grad_norm": 952.44775390625,
"learning_rate": 3.5565456543517485e-07,
"logits/chosen": -0.42019423842430115,
"logits/rejected": -0.40653547644615173,
"loss": 2.0799,
"step": 291
},
{
"beta_dpo/beta": 0.12015949934720993,
"beta_dpo/beta_margin_grad_mean": -0.33290329575538635,
"beta_dpo/beta_margin_grad_std": 0.30069440603256226,
"beta_dpo/beta_margin_mean": 10.655224800109863,
"beta_dpo/beta_margin_std": 21.715547561645508,
"beta_dpo/beta_used": 0.12015949934720993,
"beta_dpo/beta_used_raw": -0.7626643776893616,
"beta_dpo/gap_mean": 79.20477294921875,
"beta_dpo/gap_std": 100.69721984863281,
"beta_dpo/loss_margin_mean": 78.73019409179688,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4287812041116006,
"grad_norm": 439.33978271484375,
"learning_rate": 3.5449008622169583e-07,
"logits/chosen": -0.3626874089241028,
"logits/rejected": -0.3548169732093811,
"loss": 1.6587,
"step": 292
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4831177890300751,
"beta_dpo/beta_margin_grad_std": 0.025702647864818573,
"beta_dpo/beta_margin_mean": 0.06781422346830368,
"beta_dpo/beta_margin_std": 0.10339030623435974,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7132205963134766,
"beta_dpo/gap_mean": 77.53086853027344,
"beta_dpo/gap_std": 101.82347106933594,
"beta_dpo/loss_margin_mean": 67.81421661376953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4302496328928047,
"grad_norm": 4.400468349456787,
"learning_rate": 3.5332285359726846e-07,
"logits/chosen": -0.41298121213912964,
"logits/rejected": -0.40352344512939453,
"loss": 1.3249,
"step": 293
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48102009296417236,
"beta_dpo/beta_margin_grad_std": 0.026048097759485245,
"beta_dpo/beta_margin_mean": 0.07623665034770966,
"beta_dpo/beta_margin_std": 0.10481663793325424,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.2027143239974976,
"beta_dpo/gap_mean": 78.0030517578125,
"beta_dpo/gap_std": 102.60092163085938,
"beta_dpo/loss_margin_mean": 76.23664855957031,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.43171806167400884,
"grad_norm": 4.342075347900391,
"learning_rate": 3.5215289831955786e-07,
"logits/chosen": -0.380662739276886,
"logits/rejected": -0.3861265182495117,
"loss": 1.3324,
"step": 294
},
{
"beta_dpo/beta": 0.2947583496570587,
"beta_dpo/beta_margin_grad_mean": -0.40385448932647705,
"beta_dpo/beta_margin_grad_std": 0.32800954580307007,
"beta_dpo/beta_margin_mean": 19.130741119384766,
"beta_dpo/beta_margin_std": 50.656394958496094,
"beta_dpo/beta_used": 0.2947583496570587,
"beta_dpo/beta_used_raw": 0.05702996253967285,
"beta_dpo/gap_mean": 76.71334075927734,
"beta_dpo/gap_std": 102.96287536621094,
"beta_dpo/loss_margin_mean": 78.26499938964844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4331864904552129,
"grad_norm": 1862.5281982421875,
"learning_rate": 3.509802512179737e-07,
"logits/chosen": -0.37672334909439087,
"logits/rejected": -0.3786112368106842,
"loss": 8.3528,
"step": 295
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48530909419059753,
"beta_dpo/beta_margin_grad_std": 0.02513442374765873,
"beta_dpo/beta_margin_mean": 0.05899207293987274,
"beta_dpo/beta_margin_std": 0.10110720992088318,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.0527881383895874,
"beta_dpo/gap_mean": 75.4265365600586,
"beta_dpo/gap_std": 102.43699645996094,
"beta_dpo/loss_margin_mean": 58.992069244384766,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.434654919236417,
"grad_norm": 4.538437366485596,
"learning_rate": 3.498049431928577e-07,
"logits/chosen": -0.41676008701324463,
"logits/rejected": -0.3972277343273163,
"loss": 1.3325,
"step": 296
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48259493708610535,
"beta_dpo/beta_margin_grad_std": 0.022371800616383553,
"beta_dpo/beta_margin_mean": 0.06982959061861038,
"beta_dpo/beta_margin_std": 0.0898992121219635,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6135008335113525,
"beta_dpo/gap_mean": 73.90296936035156,
"beta_dpo/gap_std": 100.1375961303711,
"beta_dpo/loss_margin_mean": 69.82958984375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.43612334801762115,
"grad_norm": 5.51907205581665,
"learning_rate": 3.486270052146694e-07,
"logits/chosen": -0.35295820236206055,
"logits/rejected": -0.3571382761001587,
"loss": 1.3264,
"step": 297
},
{
"beta_dpo/beta": 0.27431046962738037,
"beta_dpo/beta_margin_grad_mean": -0.263118177652359,
"beta_dpo/beta_margin_grad_std": 0.33494073152542114,
"beta_dpo/beta_margin_mean": 20.479074478149414,
"beta_dpo/beta_margin_std": 45.33749008178711,
"beta_dpo/beta_used": 0.27431046962738037,
"beta_dpo/beta_used_raw": 0.27431046962738037,
"beta_dpo/gap_mean": 74.29185485839844,
"beta_dpo/gap_std": 102.38994598388672,
"beta_dpo/loss_margin_mean": 86.00110626220703,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.43759177679882527,
"grad_norm": 738.2294311523438,
"learning_rate": 3.474464683231698e-07,
"logits/chosen": -0.4162539839744568,
"logits/rejected": -0.4425868093967438,
"loss": 1.6437,
"step": 298
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4808002710342407,
"beta_dpo/beta_margin_grad_std": 0.02673073299229145,
"beta_dpo/beta_margin_mean": 0.07717499881982803,
"beta_dpo/beta_margin_std": 0.10790830105543137,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.10428804159164429,
"beta_dpo/gap_mean": 74.65848541259766,
"beta_dpo/gap_std": 103.56509399414062,
"beta_dpo/loss_margin_mean": 77.17499542236328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4390602055800294,
"grad_norm": 5.145935535430908,
"learning_rate": 3.462633636266041e-07,
"logits/chosen": -0.39493227005004883,
"logits/rejected": -0.40073153376579285,
"loss": 1.3176,
"step": 299
},
{
"beta_dpo/beta": 0.09059438109397888,
"beta_dpo/beta_margin_grad_mean": -0.3587842583656311,
"beta_dpo/beta_margin_grad_std": 0.31596502661705017,
"beta_dpo/beta_margin_mean": 9.376904487609863,
"beta_dpo/beta_margin_std": 18.19443702697754,
"beta_dpo/beta_used": 0.09059438109397888,
"beta_dpo/beta_used_raw": -0.37631434202194214,
"beta_dpo/gap_mean": 77.76226806640625,
"beta_dpo/gap_std": 109.28889465332031,
"beta_dpo/loss_margin_mean": 91.35057830810547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.44052863436123346,
"grad_norm": 932.0242919921875,
"learning_rate": 3.4507772230088147e-07,
"logits/chosen": -0.3533056974411011,
"logits/rejected": -0.35223710536956787,
"loss": 2.8698,
"step": 300
},
{
"epoch": 0.44052863436123346,
"eval_beta_dpo/beta": 0.021529680117964745,
"eval_beta_dpo/beta_margin_grad_mean": -0.47100841999053955,
"eval_beta_dpo/beta_margin_grad_std": 0.05001794174313545,
"eval_beta_dpo/beta_margin_mean": 1.7761027812957764,
"eval_beta_dpo/beta_margin_std": 2.521554946899414,
"eval_beta_dpo/beta_used": 0.021529680117964745,
"eval_beta_dpo/beta_used_raw": -1.8358967304229736,
"eval_beta_dpo/gap_mean": 79.1242446899414,
"eval_beta_dpo/gap_std": 110.1003646850586,
"eval_beta_dpo/loss_margin_mean": 46.85930633544922,
"eval_beta_dpo/mask_keep_frac": 1.0,
"eval_logits/chosen": -0.4178045988082886,
"eval_logits/rejected": -0.40100225806236267,
"eval_loss": 0.8542339205741882,
"eval_runtime": 40.2324,
"eval_samples_per_second": 58.137,
"eval_steps_per_second": 1.839,
"step": 300
},
{
"beta_dpo/beta": 0.2012784332036972,
"beta_dpo/beta_margin_grad_mean": -0.31333795189857483,
"beta_dpo/beta_margin_grad_std": 0.2758391499519348,
"beta_dpo/beta_margin_mean": 21.419300079345703,
"beta_dpo/beta_margin_std": 39.65841293334961,
"beta_dpo/beta_used": 0.2012784332036972,
"beta_dpo/beta_used_raw": 0.05099296569824219,
"beta_dpo/gap_mean": 82.58103942871094,
"beta_dpo/gap_std": 111.84109497070312,
"beta_dpo/loss_margin_mean": 101.39947509765625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4419970631424376,
"grad_norm": 1095.8056640625,
"learning_rate": 3.4388957558875316e-07,
"logits/chosen": -0.36673691868782043,
"logits/rejected": -0.3641397953033447,
"loss": 2.4685,
"step": 301
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48131224513053894,
"beta_dpo/beta_margin_grad_std": 0.028863143175840378,
"beta_dpo/beta_margin_mean": 0.07514145970344543,
"beta_dpo/beta_margin_std": 0.1161830946803093,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.307005763053894,
"beta_dpo/gap_mean": 82.75358581542969,
"beta_dpo/gap_std": 113.17562103271484,
"beta_dpo/loss_margin_mean": 75.1414566040039,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4434654919236417,
"grad_norm": 5.6372833251953125,
"learning_rate": 3.426989547989902e-07,
"logits/chosen": -0.37512508034706116,
"logits/rejected": -0.38196590542793274,
"loss": 1.3296,
"step": 302
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4821236729621887,
"beta_dpo/beta_margin_grad_std": 0.03194034472107887,
"beta_dpo/beta_margin_mean": 0.07196322828531265,
"beta_dpo/beta_margin_std": 0.12872378528118134,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.7821969985961914,
"beta_dpo/gap_mean": 80.88421630859375,
"beta_dpo/gap_std": 116.31727600097656,
"beta_dpo/loss_margin_mean": 71.96322631835938,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.44493392070484583,
"grad_norm": 5.255090236663818,
"learning_rate": 3.4150589130555773e-07,
"logits/chosen": -0.38791757822036743,
"logits/rejected": -0.36933159828186035,
"loss": 1.3394,
"step": 303
},
{
"beta_dpo/beta": 0.45528510212898254,
"beta_dpo/beta_margin_grad_mean": -0.3141389787197113,
"beta_dpo/beta_margin_grad_std": 0.2951262891292572,
"beta_dpo/beta_margin_mean": 40.59646224975586,
"beta_dpo/beta_margin_std": 64.21621704101562,
"beta_dpo/beta_used": 0.45528510212898254,
"beta_dpo/beta_used_raw": 0.308247447013855,
"beta_dpo/gap_mean": 78.1776123046875,
"beta_dpo/gap_std": 113.8460693359375,
"beta_dpo/loss_margin_mean": 74.2430419921875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.44640234948604995,
"grad_norm": 2268.49462890625,
"learning_rate": 3.403104165467883e-07,
"logits/chosen": -0.42312443256378174,
"logits/rejected": -0.4081481993198395,
"loss": 2.6158,
"step": 304
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47965607047080994,
"beta_dpo/beta_margin_grad_std": 0.0331178717315197,
"beta_dpo/beta_margin_mean": 0.08205502480268478,
"beta_dpo/beta_margin_std": 0.13452649116516113,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.13185091316699982,
"beta_dpo/gap_mean": 79.73931884765625,
"beta_dpo/gap_std": 116.2216567993164,
"beta_dpo/loss_margin_mean": 82.05501556396484,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.447870778267254,
"grad_norm": 5.800883769989014,
"learning_rate": 3.391125620245535e-07,
"logits/chosen": -0.4113423824310303,
"logits/rejected": -0.39184314012527466,
"loss": 1.3143,
"step": 305
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4851844310760498,
"beta_dpo/beta_margin_grad_std": 0.02573644183576107,
"beta_dpo/beta_margin_mean": 0.05950712412595749,
"beta_dpo/beta_margin_std": 0.10371576249599457,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1865973472595215,
"beta_dpo/gap_mean": 76.38526916503906,
"beta_dpo/gap_std": 114.24805450439453,
"beta_dpo/loss_margin_mean": 59.507118225097656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.44933920704845814,
"grad_norm": 5.251987457275391,
"learning_rate": 3.3791235930343417e-07,
"logits/chosen": -0.400661826133728,
"logits/rejected": -0.38528114557266235,
"loss": 1.3335,
"step": 306
},
{
"beta_dpo/beta": 0.3818568289279938,
"beta_dpo/beta_margin_grad_mean": -0.34861063957214355,
"beta_dpo/beta_margin_grad_std": 0.32014045119285583,
"beta_dpo/beta_margin_mean": 27.862314224243164,
"beta_dpo/beta_margin_std": 64.0865249633789,
"beta_dpo/beta_used": 0.3818568289279938,
"beta_dpo/beta_used_raw": 0.1832038164138794,
"beta_dpo/gap_mean": 76.5669937133789,
"beta_dpo/gap_std": 113.13117218017578,
"beta_dpo/loss_margin_mean": 80.41350555419922,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.45080763582966227,
"grad_norm": 1632.386474609375,
"learning_rate": 3.367098400098881e-07,
"logits/chosen": -0.39632394909858704,
"logits/rejected": -0.37825697660446167,
"loss": 7.6211,
"step": 307
},
{
"beta_dpo/beta": 0.35672301054000854,
"beta_dpo/beta_margin_grad_mean": -0.21785807609558105,
"beta_dpo/beta_margin_grad_std": 0.3981392979621887,
"beta_dpo/beta_margin_mean": 32.29079055786133,
"beta_dpo/beta_margin_std": 39.89966583251953,
"beta_dpo/beta_used": 0.35672301054000854,
"beta_dpo/beta_used_raw": 0.35672301054000854,
"beta_dpo/gap_mean": 78.43896484375,
"beta_dpo/gap_std": 113.47734069824219,
"beta_dpo/loss_margin_mean": 90.54447174072266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4522760646108664,
"grad_norm": 1437.0244140625,
"learning_rate": 3.355050358314172e-07,
"logits/chosen": -0.3438449501991272,
"logits/rejected": -0.31777122616767883,
"loss": 5.1079,
"step": 308
},
{
"beta_dpo/beta": 0.36354923248291016,
"beta_dpo/beta_margin_grad_mean": -0.22801323235034943,
"beta_dpo/beta_margin_grad_std": 0.36051756143569946,
"beta_dpo/beta_margin_mean": 37.24231719970703,
"beta_dpo/beta_margin_std": 56.5272102355957,
"beta_dpo/beta_used": 0.36354923248291016,
"beta_dpo/beta_used_raw": 0.36354923248291016,
"beta_dpo/gap_mean": 78.77679443359375,
"beta_dpo/gap_std": 111.2503433227539,
"beta_dpo/loss_margin_mean": 83.59400177001953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.45374449339207046,
"grad_norm": 1346.0263671875,
"learning_rate": 3.3429797851573183e-07,
"logits/chosen": -0.3582022190093994,
"logits/rejected": -0.3475998640060425,
"loss": 3.7664,
"step": 309
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4826306700706482,
"beta_dpo/beta_margin_grad_std": 0.0230739563703537,
"beta_dpo/beta_margin_mean": 0.06967519968748093,
"beta_dpo/beta_margin_std": 0.09265855699777603,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7171174883842468,
"beta_dpo/gap_mean": 78.03067016601562,
"beta_dpo/gap_std": 107.44921875,
"beta_dpo/loss_margin_mean": 69.67520141601562,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4552129221732746,
"grad_norm": 5.082400321960449,
"learning_rate": 3.3308869986991487e-07,
"logits/chosen": -0.39452001452445984,
"logits/rejected": -0.3749483823776245,
"loss": 1.3247,
"step": 310
},
{
"beta_dpo/beta": 0.2502756416797638,
"beta_dpo/beta_margin_grad_mean": -0.40929269790649414,
"beta_dpo/beta_margin_grad_std": 0.3354220688343048,
"beta_dpo/beta_margin_mean": 23.12792205810547,
"beta_dpo/beta_margin_std": 54.33233642578125,
"beta_dpo/beta_used": 0.2502756416797638,
"beta_dpo/beta_used_raw": -0.058561310172080994,
"beta_dpo/gap_mean": 79.78893280029297,
"beta_dpo/gap_std": 111.02082824707031,
"beta_dpo/loss_margin_mean": 86.99933624267578,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4566813509544787,
"grad_norm": 2260.131591796875,
"learning_rate": 3.3187723175958346e-07,
"logits/chosen": -0.3645089864730835,
"logits/rejected": -0.349958598613739,
"loss": 6.6088,
"step": 311
},
{
"beta_dpo/beta": 0.07158917188644409,
"beta_dpo/beta_margin_grad_mean": -0.3369253873825073,
"beta_dpo/beta_margin_grad_std": 0.29506799578666687,
"beta_dpo/beta_margin_mean": 6.374331474304199,
"beta_dpo/beta_margin_std": 13.631952285766602,
"beta_dpo/beta_used": 0.07158917188644409,
"beta_dpo/beta_used_raw": -0.2892300486564636,
"beta_dpo/gap_mean": 79.41765594482422,
"beta_dpo/gap_std": 112.60750579833984,
"beta_dpo/loss_margin_mean": 79.63638305664062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4581497797356828,
"grad_norm": 368.40875244140625,
"learning_rate": 3.306636061080487e-07,
"logits/chosen": -0.3711026608943939,
"logits/rejected": -0.36203962564468384,
"loss": 2.0408,
"step": 312
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48098939657211304,
"beta_dpo/beta_margin_grad_std": 0.025076594203710556,
"beta_dpo/beta_margin_mean": 0.07637631893157959,
"beta_dpo/beta_margin_std": 0.10121695697307587,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.5578416585922241,
"beta_dpo/gap_mean": 78.54216003417969,
"beta_dpo/gap_std": 110.89816284179688,
"beta_dpo/loss_margin_mean": 76.3763198852539,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.45961820851688695,
"grad_norm": 4.683560371398926,
"learning_rate": 3.2944785489547537e-07,
"logits/chosen": -0.39467549324035645,
"logits/rejected": -0.38951510190963745,
"loss": 1.321,
"step": 313
},
{
"beta_dpo/beta": 0.2938551902770996,
"beta_dpo/beta_margin_grad_mean": -0.3812112510204315,
"beta_dpo/beta_margin_grad_std": 0.33289316296577454,
"beta_dpo/beta_margin_mean": 23.5745906829834,
"beta_dpo/beta_margin_std": 54.09528350830078,
"beta_dpo/beta_used": 0.2938551902770996,
"beta_dpo/beta_used_raw": -0.6258662939071655,
"beta_dpo/gap_mean": 79.06829833984375,
"beta_dpo/gap_std": 112.64566040039062,
"beta_dpo/loss_margin_mean": 75.2780532836914,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.461086637298091,
"grad_norm": 1395.1510009765625,
"learning_rate": 3.2823001015803857e-07,
"logits/chosen": -0.4507661461830139,
"logits/rejected": -0.44838911294937134,
"loss": 3.7032,
"step": 314
},
{
"beta_dpo/beta": 0.2281070500612259,
"beta_dpo/beta_margin_grad_mean": -0.34743332862854004,
"beta_dpo/beta_margin_grad_std": 0.3025640845298767,
"beta_dpo/beta_margin_mean": 16.0867919921875,
"beta_dpo/beta_margin_std": 31.88882827758789,
"beta_dpo/beta_used": 0.2281070500612259,
"beta_dpo/beta_used_raw": -0.3934894800186157,
"beta_dpo/gap_mean": 76.99462890625,
"beta_dpo/gap_std": 110.44047546386719,
"beta_dpo/loss_margin_mean": 66.10765075683594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.46255506607929514,
"grad_norm": 879.7577514648438,
"learning_rate": 3.270101039870797e-07,
"logits/chosen": -0.3693186044692993,
"logits/rejected": -0.3700152039527893,
"loss": 2.1612,
"step": 315
},
{
"beta_dpo/beta": 0.716162919998169,
"beta_dpo/beta_margin_grad_mean": -0.17893782258033752,
"beta_dpo/beta_margin_grad_std": 0.3721279203891754,
"beta_dpo/beta_margin_mean": 75.56684112548828,
"beta_dpo/beta_margin_std": 110.35047149658203,
"beta_dpo/beta_used": 0.716162919998169,
"beta_dpo/beta_used_raw": 0.716162919998169,
"beta_dpo/gap_mean": 79.88623046875,
"beta_dpo/gap_std": 111.00810241699219,
"beta_dpo/loss_margin_mean": 95.93524169921875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.46402349486049926,
"grad_norm": 1523.668701171875,
"learning_rate": 3.2578816852826086e-07,
"logits/chosen": -0.4141780734062195,
"logits/rejected": -0.426508367061615,
"loss": 2.74,
"step": 316
},
{
"beta_dpo/beta": 0.6636589169502258,
"beta_dpo/beta_margin_grad_mean": -0.2624233067035675,
"beta_dpo/beta_margin_grad_std": 0.2798077166080475,
"beta_dpo/beta_margin_mean": 66.06298828125,
"beta_dpo/beta_margin_std": 109.42732238769531,
"beta_dpo/beta_used": 0.6636589169502258,
"beta_dpo/beta_used_raw": 0.6636589169502258,
"beta_dpo/gap_mean": 83.21510314941406,
"beta_dpo/gap_std": 109.098876953125,
"beta_dpo/loss_margin_mean": 105.4694595336914,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4654919236417034,
"grad_norm": 2744.883056640625,
"learning_rate": 3.2456423598071783e-07,
"logits/chosen": -0.43852800130844116,
"logits/rejected": -0.4249088168144226,
"loss": 7.8427,
"step": 317
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4800810217857361,
"beta_dpo/beta_margin_grad_std": 0.024429909884929657,
"beta_dpo/beta_margin_mean": 0.07998356968164444,
"beta_dpo/beta_margin_std": 0.09835181385278702,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7813102602958679,
"beta_dpo/gap_mean": 83.25845336914062,
"beta_dpo/gap_std": 107.83091735839844,
"beta_dpo/loss_margin_mean": 79.98356628417969,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4669603524229075,
"grad_norm": 5.620822906494141,
"learning_rate": 3.233383385962115e-07,
"logits/chosen": -0.4964483976364136,
"logits/rejected": -0.46540865302085876,
"loss": 1.3202,
"step": 318
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4783901572227478,
"beta_dpo/beta_margin_grad_std": 0.02400689758360386,
"beta_dpo/beta_margin_mean": 0.08676531910896301,
"beta_dpo/beta_margin_std": 0.09681374579668045,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.41069674491882324,
"beta_dpo/gap_mean": 84.244140625,
"beta_dpo/gap_std": 106.17644500732422,
"beta_dpo/loss_margin_mean": 86.76531219482422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4684287812041116,
"grad_norm": 5.136927604675293,
"learning_rate": 3.2211050867827805e-07,
"logits/chosen": -0.44059932231903076,
"logits/rejected": -0.4612247943878174,
"loss": 1.3132,
"step": 319
},
{
"beta_dpo/beta": 0.028877759352326393,
"beta_dpo/beta_margin_grad_mean": -0.3182305097579956,
"beta_dpo/beta_margin_grad_std": 0.24575480818748474,
"beta_dpo/beta_margin_mean": 2.645266532897949,
"beta_dpo/beta_margin_std": 4.285132884979248,
"beta_dpo/beta_used": 0.028877759352326393,
"beta_dpo/beta_used_raw": -0.33262649178504944,
"beta_dpo/gap_mean": 85.014892578125,
"beta_dpo/gap_std": 103.82169342041016,
"beta_dpo/loss_margin_mean": 86.08537292480469,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4698972099853157,
"grad_norm": 51.687992095947266,
"learning_rate": 3.208807785813777e-07,
"logits/chosen": -0.4929655194282532,
"logits/rejected": -0.4922058582305908,
"loss": 0.9036,
"step": 320
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4800475537776947,
"beta_dpo/beta_margin_grad_std": 0.028980152681469917,
"beta_dpo/beta_margin_mean": 0.08030161261558533,
"beta_dpo/beta_margin_std": 0.11732209473848343,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.5375549793243408,
"beta_dpo/gap_mean": 84.98190307617188,
"beta_dpo/gap_std": 106.54576110839844,
"beta_dpo/loss_margin_mean": 80.3016128540039,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4713656387665198,
"grad_norm": 5.877539157867432,
"learning_rate": 3.1964918071004217e-07,
"logits/chosen": -0.42156291007995605,
"logits/rejected": -0.41359078884124756,
"loss": 1.3152,
"step": 321
},
{
"beta_dpo/beta": 0.6184810400009155,
"beta_dpo/beta_margin_grad_mean": -0.202738955616951,
"beta_dpo/beta_margin_grad_std": 0.3781369626522064,
"beta_dpo/beta_margin_mean": 58.11309814453125,
"beta_dpo/beta_margin_std": 91.10275268554688,
"beta_dpo/beta_used": 0.6184810400009155,
"beta_dpo/beta_used_raw": 0.6184810400009155,
"beta_dpo/gap_mean": 84.80892944335938,
"beta_dpo/gap_std": 106.46078491210938,
"beta_dpo/loss_margin_mean": 88.51132202148438,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.47283406754772395,
"grad_norm": 2252.3525390625,
"learning_rate": 3.184157475180207e-07,
"logits/chosen": -0.4382587671279907,
"logits/rejected": -0.4316785931587219,
"loss": 5.5448,
"step": 322
},
{
"beta_dpo/beta": 0.09758946299552917,
"beta_dpo/beta_margin_grad_mean": -0.3393961191177368,
"beta_dpo/beta_margin_grad_std": 0.30425986647605896,
"beta_dpo/beta_margin_mean": 9.701543807983398,
"beta_dpo/beta_margin_std": 19.077165603637695,
"beta_dpo/beta_used": 0.09758946299552917,
"beta_dpo/beta_used_raw": -0.6850037574768066,
"beta_dpo/gap_mean": 85.3616943359375,
"beta_dpo/gap_std": 106.0413818359375,
"beta_dpo/loss_margin_mean": 85.88945770263672,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.47430249632892807,
"grad_norm": 346.4527282714844,
"learning_rate": 3.171805115074251e-07,
"logits/chosen": -0.4343454837799072,
"logits/rejected": -0.4204588532447815,
"loss": 1.375,
"step": 323
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48019298911094666,
"beta_dpo/beta_margin_grad_std": 0.029619457200169563,
"beta_dpo/beta_margin_mean": 0.0796787217259407,
"beta_dpo/beta_margin_std": 0.11951327323913574,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1255923509597778,
"beta_dpo/gap_mean": 82.46531677246094,
"beta_dpo/gap_std": 104.10604858398438,
"beta_dpo/loss_margin_mean": 79.67871856689453,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.47577092511013214,
"grad_norm": 6.610962390899658,
"learning_rate": 3.1594350522787295e-07,
"logits/chosen": -0.44873249530792236,
"logits/rejected": -0.4262539744377136,
"loss": 1.327,
"step": 324
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4845367670059204,
"beta_dpo/beta_margin_grad_std": 0.02106996439397335,
"beta_dpo/beta_margin_mean": 0.06200973317027092,
"beta_dpo/beta_margin_std": 0.08459888398647308,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.2990741729736328,
"beta_dpo/gap_mean": 81.02421569824219,
"beta_dpo/gap_std": 103.86199951171875,
"beta_dpo/loss_margin_mean": 62.00973129272461,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.47723935389133626,
"grad_norm": 4.3783674240112305,
"learning_rate": 3.147047612756302e-07,
"logits/chosen": -0.494614839553833,
"logits/rejected": -0.46266597509384155,
"loss": 1.3307,
"step": 325
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4840051829814911,
"beta_dpo/beta_margin_grad_std": 0.022391587495803833,
"beta_dpo/beta_margin_mean": 0.06417535245418549,
"beta_dpo/beta_margin_std": 0.08998852968215942,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.766413688659668,
"beta_dpo/gap_mean": 77.61061096191406,
"beta_dpo/gap_std": 99.97056579589844,
"beta_dpo/loss_margin_mean": 64.17534637451172,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4787077826725404,
"grad_norm": 4.2274274826049805,
"learning_rate": 3.134643122927519e-07,
"logits/chosen": -0.516798198223114,
"logits/rejected": -0.48323750495910645,
"loss": 1.3416,
"step": 326
},
{
"beta_dpo/beta": 0.5268765687942505,
"beta_dpo/beta_margin_grad_mean": -0.19231468439102173,
"beta_dpo/beta_margin_grad_std": 0.38571032881736755,
"beta_dpo/beta_margin_mean": 54.37653732299805,
"beta_dpo/beta_margin_std": 60.839786529541016,
"beta_dpo/beta_used": 0.5268765687942505,
"beta_dpo/beta_used_raw": 0.5268765687942505,
"beta_dpo/gap_mean": 81.72610473632812,
"beta_dpo/gap_std": 102.8271713256836,
"beta_dpo/loss_margin_mean": 105.36248779296875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4801762114537445,
"grad_norm": 2141.1357421875,
"learning_rate": 3.1222219096622264e-07,
"logits/chosen": -0.436132550239563,
"logits/rejected": -0.41571980714797974,
"loss": 7.9926,
"step": 327
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47792962193489075,
"beta_dpo/beta_margin_grad_std": 0.027522550895810127,
"beta_dpo/beta_margin_mean": 0.08871802687644958,
"beta_dpo/beta_margin_std": 0.1109635978937149,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.8078003525733948,
"beta_dpo/gap_mean": 83.3543701171875,
"beta_dpo/gap_std": 105.11456298828125,
"beta_dpo/loss_margin_mean": 88.71802520751953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.48164464023494863,
"grad_norm": 5.572524547576904,
"learning_rate": 3.1097843002709427e-07,
"logits/chosen": -0.42520958185195923,
"logits/rejected": -0.4174392819404602,
"loss": 1.3207,
"step": 328
},
{
"beta_dpo/beta": 1.0845508575439453,
"beta_dpo/beta_margin_grad_mean": -0.1470133364200592,
"beta_dpo/beta_margin_grad_std": 0.3484492897987366,
"beta_dpo/beta_margin_mean": 114.5302505493164,
"beta_dpo/beta_margin_std": 163.5399627685547,
"beta_dpo/beta_used": 1.0845508575439453,
"beta_dpo/beta_used_raw": 1.0845508575439453,
"beta_dpo/gap_mean": 87.77429962158203,
"beta_dpo/gap_std": 108.42816162109375,
"beta_dpo/loss_margin_mean": 109.0322265625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4831130690161527,
"grad_norm": 3878.8359375,
"learning_rate": 3.0973306224962437e-07,
"logits/chosen": -0.3832947015762329,
"logits/rejected": -0.36104413866996765,
"loss": 12.0021,
"step": 329
},
{
"beta_dpo/beta": 0.020872846245765686,
"beta_dpo/beta_margin_grad_mean": -0.356696754693985,
"beta_dpo/beta_margin_grad_std": 0.2544516921043396,
"beta_dpo/beta_margin_mean": 2.022984027862549,
"beta_dpo/beta_margin_std": 3.9013209342956543,
"beta_dpo/beta_used": 0.020872846245765686,
"beta_dpo/beta_used_raw": -0.501742959022522,
"beta_dpo/gap_mean": 89.45821380615234,
"beta_dpo/gap_std": 113.25923156738281,
"beta_dpo/loss_margin_mean": 98.53221893310547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4845814977973568,
"grad_norm": 94.45597839355469,
"learning_rate": 3.084861204504122e-07,
"logits/chosen": -0.3601895570755005,
"logits/rejected": -0.36258891224861145,
"loss": 1.1195,
"step": 330
},
{
"beta_dpo/beta": 0.3303714692592621,
"beta_dpo/beta_margin_grad_mean": -0.3008911907672882,
"beta_dpo/beta_margin_grad_std": 0.292959600687027,
"beta_dpo/beta_margin_mean": 34.38044357299805,
"beta_dpo/beta_margin_std": 57.2767333984375,
"beta_dpo/beta_used": 0.3303714692592621,
"beta_dpo/beta_used_raw": 0.10756845772266388,
"beta_dpo/gap_mean": 91.51332092285156,
"beta_dpo/gap_std": 111.50447082519531,
"beta_dpo/loss_margin_mean": 98.58274841308594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.48604992657856094,
"grad_norm": 4.018616199493408,
"learning_rate": 3.072376374875335e-07,
"logits/chosen": -0.40397077798843384,
"logits/rejected": -0.3952021598815918,
"loss": 0.6532,
"step": 331
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48232200741767883,
"beta_dpo/beta_margin_grad_std": 0.023256592452526093,
"beta_dpo/beta_margin_mean": 0.07096298784017563,
"beta_dpo/beta_margin_std": 0.0935334786772728,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.294619083404541,
"beta_dpo/gap_mean": 88.39376831054688,
"beta_dpo/gap_std": 107.6720962524414,
"beta_dpo/loss_margin_mean": 70.96298217773438,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.48751835535976507,
"grad_norm": 5.169561386108398,
"learning_rate": 3.059876462596758e-07,
"logits/chosen": -0.42340922355651855,
"logits/rejected": -0.4118001163005829,
"loss": 1.3397,
"step": 332
},
{
"beta_dpo/beta": 0.9148516654968262,
"beta_dpo/beta_margin_grad_mean": -0.34807515144348145,
"beta_dpo/beta_margin_grad_std": 0.3170374631881714,
"beta_dpo/beta_margin_mean": 111.1144790649414,
"beta_dpo/beta_margin_std": 201.45445251464844,
"beta_dpo/beta_used": 0.9148516654968262,
"beta_dpo/beta_used_raw": 0.4829646050930023,
"beta_dpo/gap_mean": 90.23367309570312,
"beta_dpo/gap_std": 110.23046875,
"beta_dpo/loss_margin_mean": 97.64309692382812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4889867841409692,
"grad_norm": 6724.30078125,
"learning_rate": 3.0473617970527015e-07,
"logits/chosen": -0.41021233797073364,
"logits/rejected": -0.4079732298851013,
"loss": 7.7022,
"step": 333
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47854748368263245,
"beta_dpo/beta_margin_grad_std": 0.028062039986252785,
"beta_dpo/beta_margin_mean": 0.08618205785751343,
"beta_dpo/beta_margin_std": 0.11291919648647308,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.775077760219574,
"beta_dpo/gap_mean": 88.88426208496094,
"beta_dpo/gap_std": 111.89533996582031,
"beta_dpo/loss_margin_mean": 86.18205261230469,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.49045521292217326,
"grad_norm": 5.3802080154418945,
"learning_rate": 3.034832708016243e-07,
"logits/chosen": -0.45664849877357483,
"logits/rejected": -0.44416582584381104,
"loss": 1.3155,
"step": 334
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48350557684898376,
"beta_dpo/beta_margin_grad_std": 0.028902921825647354,
"beta_dpo/beta_margin_mean": 0.0663158968091011,
"beta_dpo/beta_margin_std": 0.11655885726213455,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.3869401812553406,
"beta_dpo/gap_mean": 84.96998596191406,
"beta_dpo/gap_std": 111.31343078613281,
"beta_dpo/loss_margin_mean": 66.3158950805664,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4919236417033774,
"grad_norm": 5.149271488189697,
"learning_rate": 3.022289525640531e-07,
"logits/chosen": -0.42109692096710205,
"logits/rejected": -0.4054427742958069,
"loss": 1.3126,
"step": 335
},
{
"beta_dpo/beta": 0.7048290371894836,
"beta_dpo/beta_margin_grad_mean": -0.12527000904083252,
"beta_dpo/beta_margin_grad_std": 0.3306175172328949,
"beta_dpo/beta_margin_mean": 86.26851654052734,
"beta_dpo/beta_margin_std": 136.75621032714844,
"beta_dpo/beta_used": 0.7048290371894836,
"beta_dpo/beta_used_raw": 0.7048290371894836,
"beta_dpo/gap_mean": 88.45248413085938,
"beta_dpo/gap_std": 115.87779998779297,
"beta_dpo/loss_margin_mean": 115.32160186767578,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4933920704845815,
"grad_norm": 4854.24609375,
"learning_rate": 3.009732580450086e-07,
"logits/chosen": -0.39914026856422424,
"logits/rejected": -0.40446028113365173,
"loss": 6.4255,
"step": 336
},
{
"beta_dpo/beta": 0.14777547121047974,
"beta_dpo/beta_margin_grad_mean": -0.33285483717918396,
"beta_dpo/beta_margin_grad_std": 0.31178155541419983,
"beta_dpo/beta_margin_mean": 18.477201461791992,
"beta_dpo/beta_margin_std": 31.78298568725586,
"beta_dpo/beta_used": 0.14777547121047974,
"beta_dpo/beta_used_raw": 0.00013016164302825928,
"beta_dpo/gap_mean": 93.61722564697266,
"beta_dpo/gap_std": 119.06917572021484,
"beta_dpo/loss_margin_mean": 105.2668228149414,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4948604992657856,
"grad_norm": 1186.75927734375,
"learning_rate": 2.9971622033320914e-07,
"logits/chosen": -0.4144825041294098,
"logits/rejected": -0.41202259063720703,
"loss": 2.2556,
"step": 337
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47472554445266724,
"beta_dpo/beta_margin_grad_std": 0.02603665366768837,
"beta_dpo/beta_margin_mean": 0.10154020041227341,
"beta_dpo/beta_margin_std": 0.10497380793094635,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.8564766645431519,
"beta_dpo/gap_mean": 94.33158874511719,
"beta_dpo/gap_std": 117.08407592773438,
"beta_dpo/loss_margin_mean": 101.54019927978516,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.49632892804698975,
"grad_norm": 7.202863693237305,
"learning_rate": 2.984578725527675e-07,
"logits/chosen": -0.4074411988258362,
"logits/rejected": -0.3915863037109375,
"loss": 1.3108,
"step": 338
},
{
"beta_dpo/beta": 1.0157151222229004,
"beta_dpo/beta_margin_grad_mean": -0.3203289806842804,
"beta_dpo/beta_margin_grad_std": 0.3050708770751953,
"beta_dpo/beta_margin_mean": 132.27044677734375,
"beta_dpo/beta_margin_std": 213.22317504882812,
"beta_dpo/beta_used": 1.0157151222229004,
"beta_dpo/beta_used_raw": 0.2719331383705139,
"beta_dpo/gap_mean": 93.49383544921875,
"beta_dpo/gap_std": 113.80068969726562,
"beta_dpo/loss_margin_mean": 96.39201354980469,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.4977973568281938,
"grad_norm": 4415.94677734375,
"learning_rate": 2.9719824786231796e-07,
"logits/chosen": -0.4132786989212036,
"logits/rejected": -0.4065033197402954,
"loss": 5.6395,
"step": 339
},
{
"beta_dpo/beta": 0.48150238394737244,
"beta_dpo/beta_margin_grad_mean": -0.31963202357292175,
"beta_dpo/beta_margin_grad_std": 0.30448395013809204,
"beta_dpo/beta_margin_mean": 53.98538589477539,
"beta_dpo/beta_margin_std": 104.22420501708984,
"beta_dpo/beta_used": 0.48150238394737244,
"beta_dpo/beta_used_raw": -0.11612993478775024,
"beta_dpo/gap_mean": 95.82996368408203,
"beta_dpo/gap_std": 116.46409606933594,
"beta_dpo/loss_margin_mean": 91.91159057617188,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.49926578560939794,
"grad_norm": 2312.302001953125,
"learning_rate": 2.959373794541426e-07,
"logits/chosen": -0.36081361770629883,
"logits/rejected": -0.33534175157546997,
"loss": 2.6635,
"step": 340
},
{
"beta_dpo/beta": 0.6681861877441406,
"beta_dpo/beta_margin_grad_mean": -0.29601871967315674,
"beta_dpo/beta_margin_grad_std": 0.28802916407585144,
"beta_dpo/beta_margin_mean": 76.64708709716797,
"beta_dpo/beta_margin_std": 130.1103515625,
"beta_dpo/beta_used": 0.6681861877441406,
"beta_dpo/beta_used_raw": 0.584057629108429,
"beta_dpo/gap_mean": 97.98030090332031,
"beta_dpo/gap_std": 118.38259887695312,
"beta_dpo/loss_margin_mean": 117.34190368652344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5007342143906021,
"grad_norm": 2236.2265625,
"learning_rate": 2.946753005532965e-07,
"logits/chosen": -0.35989874601364136,
"logits/rejected": -0.3705149292945862,
"loss": 5.4623,
"step": 341
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47810834646224976,
"beta_dpo/beta_margin_grad_std": 0.031336311250925064,
"beta_dpo/beta_margin_mean": 0.08804672211408615,
"beta_dpo/beta_margin_std": 0.12628589570522308,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.7561790943145752,
"beta_dpo/gap_mean": 96.36663818359375,
"beta_dpo/gap_std": 119.49044799804688,
"beta_dpo/loss_margin_mean": 88.04671478271484,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5022026431718062,
"grad_norm": 6.459059238433838,
"learning_rate": 2.934120444167326e-07,
"logits/chosen": -0.4166700839996338,
"logits/rejected": -0.387287974357605,
"loss": 1.3243,
"step": 342
},
{
"beta_dpo/beta": 0.4361698031425476,
"beta_dpo/beta_margin_grad_mean": -0.25323668122291565,
"beta_dpo/beta_margin_grad_std": 0.25362610816955566,
"beta_dpo/beta_margin_mean": 53.51424026489258,
"beta_dpo/beta_margin_std": 72.98287200927734,
"beta_dpo/beta_used": 0.4361698031425476,
"beta_dpo/beta_used_raw": -0.4439680874347687,
"beta_dpo/gap_mean": 99.7641372680664,
"beta_dpo/gap_std": 115.47168731689453,
"beta_dpo/loss_margin_mean": 112.97042083740234,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5036710719530103,
"grad_norm": 1073.5543212890625,
"learning_rate": 2.9214764433242476e-07,
"logits/chosen": -0.41678088903427124,
"logits/rejected": -0.4238309860229492,
"loss": 1.0074,
"step": 343
},
{
"beta_dpo/beta": 0.5173386931419373,
"beta_dpo/beta_margin_grad_mean": -0.30524685978889465,
"beta_dpo/beta_margin_grad_std": 0.2957528233528137,
"beta_dpo/beta_margin_mean": 64.93697357177734,
"beta_dpo/beta_margin_std": 109.22602844238281,
"beta_dpo/beta_used": 0.5173386931419373,
"beta_dpo/beta_used_raw": -0.35434967279434204,
"beta_dpo/gap_mean": 97.2651596069336,
"beta_dpo/gap_std": 113.85401916503906,
"beta_dpo/loss_margin_mean": 91.90724182128906,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5051395007342144,
"grad_norm": 2767.380859375,
"learning_rate": 2.9088213361849126e-07,
"logits/chosen": -0.3739524185657501,
"logits/rejected": -0.3753708004951477,
"loss": 1.9805,
"step": 344
},
{
"beta_dpo/beta": 0.40887582302093506,
"beta_dpo/beta_margin_grad_mean": -0.19348150491714478,
"beta_dpo/beta_margin_grad_std": 0.38543590903282166,
"beta_dpo/beta_margin_mean": 49.93855667114258,
"beta_dpo/beta_margin_std": 70.8931655883789,
"beta_dpo/beta_used": 0.40887582302093506,
"beta_dpo/beta_used_raw": 0.40887582302093506,
"beta_dpo/gap_mean": 99.37379455566406,
"beta_dpo/gap_std": 114.99360656738281,
"beta_dpo/loss_margin_mean": 109.09276580810547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5066079295154186,
"grad_norm": 2037.227294921875,
"learning_rate": 2.896155456223163e-07,
"logits/chosen": -0.41102027893066406,
"logits/rejected": -0.3992459177970886,
"loss": 3.0387,
"step": 345
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4759877324104309,
"beta_dpo/beta_margin_grad_std": 0.029918290674686432,
"beta_dpo/beta_margin_mean": 0.09645290672779083,
"beta_dpo/beta_margin_std": 0.1203700602054596,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.828955888748169,
"beta_dpo/gap_mean": 100.52455139160156,
"beta_dpo/gap_std": 115.36701965332031,
"beta_dpo/loss_margin_mean": 96.45289611816406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5080763582966226,
"grad_norm": 6.275406837463379,
"learning_rate": 2.883479137196714e-07,
"logits/chosen": -0.37849825620651245,
"logits/rejected": -0.3621870279312134,
"loss": 1.3049,
"step": 346
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47555938363075256,
"beta_dpo/beta_margin_grad_std": 0.030918261036276817,
"beta_dpo/beta_margin_mean": 0.0982765406370163,
"beta_dpo/beta_margin_std": 0.12459293752908707,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1044821739196777,
"beta_dpo/gap_mean": 100.19987487792969,
"beta_dpo/gap_std": 118.36697387695312,
"beta_dpo/loss_margin_mean": 98.27653503417969,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5095447870778267,
"grad_norm": 7.38579797744751,
"learning_rate": 2.8707927131383614e-07,
"logits/chosen": -0.3721884787082672,
"logits/rejected": -0.3643941581249237,
"loss": 1.3105,
"step": 347
},
{
"beta_dpo/beta": 0.11714650690555573,
"beta_dpo/beta_margin_grad_mean": -0.3267797529697418,
"beta_dpo/beta_margin_grad_std": 0.28449147939682007,
"beta_dpo/beta_margin_mean": 12.065768241882324,
"beta_dpo/beta_margin_std": 22.209104537963867,
"beta_dpo/beta_used": 0.11714650690555573,
"beta_dpo/beta_used_raw": -0.1274842917919159,
"beta_dpo/gap_mean": 98.06617736816406,
"beta_dpo/gap_std": 117.04876708984375,
"beta_dpo/loss_margin_mean": 82.79788970947266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5110132158590308,
"grad_norm": 457.3243713378906,
"learning_rate": 2.858096518347179e-07,
"logits/chosen": -0.4001210629940033,
"logits/rejected": -0.4025808572769165,
"loss": 1.652,
"step": 348
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47573983669281006,
"beta_dpo/beta_margin_grad_std": 0.03337588906288147,
"beta_dpo/beta_margin_mean": 0.09776747226715088,
"beta_dpo/beta_margin_std": 0.13501474261283875,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7904142737388611,
"beta_dpo/gap_mean": 95.7049331665039,
"beta_dpo/gap_std": 117.83291625976562,
"beta_dpo/loss_margin_mean": 97.76747131347656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5124816446402349,
"grad_norm": 7.413999080657959,
"learning_rate": 2.845390887379706e-07,
"logits/chosen": -0.354410856962204,
"logits/rejected": -0.34631115198135376,
"loss": 1.3096,
"step": 349
},
{
"beta_dpo/beta": 0.3681584596633911,
"beta_dpo/beta_margin_grad_mean": -0.2865951657295227,
"beta_dpo/beta_margin_grad_std": 0.2829616367816925,
"beta_dpo/beta_margin_mean": 44.03104782104492,
"beta_dpo/beta_margin_std": 82.63276672363281,
"beta_dpo/beta_used": 0.3681584596633911,
"beta_dpo/beta_used_raw": 0.18125556409358978,
"beta_dpo/gap_mean": 98.13190460205078,
"beta_dpo/gap_std": 121.19251251220703,
"beta_dpo/loss_margin_mean": 101.13141632080078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5139500734214391,
"grad_norm": 363.3417663574219,
"learning_rate": 2.8326761550411346e-07,
"logits/chosen": -0.39443519711494446,
"logits/rejected": -0.37324777245521545,
"loss": 1.6184,
"step": 350
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46981188654899597,
"beta_dpo/beta_margin_grad_std": 0.038395486772060394,
"beta_dpo/beta_margin_mean": 0.12189145386219025,
"beta_dpo/beta_margin_std": 0.15585792064666748,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.8729835748672485,
"beta_dpo/gap_mean": 101.26289367675781,
"beta_dpo/gap_std": 127.14557647705078,
"beta_dpo/loss_margin_mean": 121.89144897460938,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5154185022026432,
"grad_norm": 6.668581008911133,
"learning_rate": 2.819952656376487e-07,
"logits/chosen": -0.43974393606185913,
"logits/rejected": -0.4313165545463562,
"loss": 1.3058,
"step": 351
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48466551303863525,
"beta_dpo/beta_margin_grad_std": 0.030659163370728493,
"beta_dpo/beta_margin_mean": 0.06168793886899948,
"beta_dpo/beta_margin_std": 0.12350940704345703,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.4254016876220703,
"beta_dpo/gap_mean": 96.96006774902344,
"beta_dpo/gap_std": 127.05946350097656,
"beta_dpo/loss_margin_mean": 61.68793487548828,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5168869309838473,
"grad_norm": 6.023617267608643,
"learning_rate": 2.8072207266617854e-07,
"logits/chosen": -0.4059138894081116,
"logits/rejected": -0.37293723225593567,
"loss": 1.3343,
"step": 352
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47603118419647217,
"beta_dpo/beta_margin_grad_std": 0.037852540612220764,
"beta_dpo/beta_margin_mean": 0.09669725596904755,
"beta_dpo/beta_margin_std": 0.15294483304023743,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.3700706958770752,
"beta_dpo/gap_mean": 95.6932373046875,
"beta_dpo/gap_std": 130.9846954345703,
"beta_dpo/loss_margin_mean": 96.69725036621094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5183553597650514,
"grad_norm": 6.5913310050964355,
"learning_rate": 2.794480701395219e-07,
"logits/chosen": -0.40948837995529175,
"logits/rejected": -0.39385730028152466,
"loss": 1.3195,
"step": 353
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4750857651233673,
"beta_dpo/beta_margin_grad_std": 0.026884840801358223,
"beta_dpo/beta_margin_mean": 0.10007837414741516,
"beta_dpo/beta_margin_std": 0.10820183157920837,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.0040392875671387,
"beta_dpo/gap_mean": 95.46762084960938,
"beta_dpo/gap_std": 128.0501708984375,
"beta_dpo/loss_margin_mean": 100.078369140625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5198237885462555,
"grad_norm": 5.958319664001465,
"learning_rate": 2.781732916288303e-07,
"logits/chosen": -0.3586284816265106,
"logits/rejected": -0.34347254037857056,
"loss": 1.3129,
"step": 354
},
{
"beta_dpo/beta": 0.803097665309906,
"beta_dpo/beta_margin_grad_mean": -0.31661173701286316,
"beta_dpo/beta_margin_grad_std": 0.30314168334007263,
"beta_dpo/beta_margin_mean": 108.771484375,
"beta_dpo/beta_margin_std": 188.28627014160156,
"beta_dpo/beta_used": 0.803097665309906,
"beta_dpo/beta_used_raw": 0.2829711437225342,
"beta_dpo/gap_mean": 98.98455810546875,
"beta_dpo/gap_std": 126.47689819335938,
"beta_dpo/loss_margin_mean": 113.99552917480469,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5212922173274597,
"grad_norm": 3436.352294921875,
"learning_rate": 2.7689777072570284e-07,
"logits/chosen": -0.4502210021018982,
"logits/rejected": -0.42753684520721436,
"loss": 9.4138,
"step": 355
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48544058203697205,
"beta_dpo/beta_margin_grad_std": 0.03667362034320831,
"beta_dpo/beta_margin_mean": 0.05878689885139465,
"beta_dpo/beta_margin_std": 0.14823727309703827,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.0601253509521484,
"beta_dpo/gap_mean": 92.14360046386719,
"beta_dpo/gap_std": 127.69420623779297,
"beta_dpo/loss_margin_mean": 58.786895751953125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5227606461086637,
"grad_norm": 5.952792644500732,
"learning_rate": 2.7562154104130176e-07,
"logits/chosen": -0.3653779625892639,
"logits/rejected": -0.3463535010814667,
"loss": 1.3335,
"step": 356
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47698020935058594,
"beta_dpo/beta_margin_grad_std": 0.030018875375390053,
"beta_dpo/beta_margin_mean": 0.09258735179901123,
"beta_dpo/beta_margin_std": 0.12106671184301376,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.46944957971572876,
"beta_dpo/gap_mean": 92.12881469726562,
"beta_dpo/gap_std": 128.6616973876953,
"beta_dpo/loss_margin_mean": 92.58734893798828,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5242290748898678,
"grad_norm": 5.877689361572266,
"learning_rate": 2.7434463620546594e-07,
"logits/chosen": -0.39090579748153687,
"logits/rejected": -0.3792232275009155,
"loss": 1.3075,
"step": 357
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4783032238483429,
"beta_dpo/beta_margin_grad_std": 0.03480137139558792,
"beta_dpo/beta_margin_mean": 0.08748451620340347,
"beta_dpo/beta_margin_std": 0.14093735814094543,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.034654974937439,
"beta_dpo/gap_mean": 91.1614990234375,
"beta_dpo/gap_std": 129.97589111328125,
"beta_dpo/loss_margin_mean": 87.48451232910156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5256975036710719,
"grad_norm": 5.643310070037842,
"learning_rate": 2.730670898658255e-07,
"logits/chosen": -0.40258651971817017,
"logits/rejected": -0.385714590549469,
"loss": 1.3174,
"step": 358
},
{
"beta_dpo/beta": 0.03269139304757118,
"beta_dpo/beta_margin_grad_mean": -0.34401631355285645,
"beta_dpo/beta_margin_grad_std": 0.29530322551727295,
"beta_dpo/beta_margin_mean": 3.772794485092163,
"beta_dpo/beta_margin_std": 7.085198402404785,
"beta_dpo/beta_used": 0.03269139304757118,
"beta_dpo/beta_used_raw": -0.8927912712097168,
"beta_dpo/gap_mean": 94.33483123779297,
"beta_dpo/gap_std": 137.95599365234375,
"beta_dpo/loss_margin_mean": 116.4987564086914,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.527165932452276,
"grad_norm": 417.1752624511719,
"learning_rate": 2.717889356869146e-07,
"logits/chosen": -0.3224365711212158,
"logits/rejected": -0.2917293906211853,
"loss": 1.5572,
"step": 359
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4791829586029053,
"beta_dpo/beta_margin_grad_std": 0.027085591107606888,
"beta_dpo/beta_margin_mean": 0.08361884206533432,
"beta_dpo/beta_margin_std": 0.10896874964237213,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.4150499105453491,
"beta_dpo/gap_mean": 93.76991271972656,
"beta_dpo/gap_std": 133.27197265625,
"beta_dpo/loss_margin_mean": 83.61884307861328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5286343612334802,
"grad_norm": 7.576156139373779,
"learning_rate": 2.7051020734928443e-07,
"logits/chosen": -0.33717477321624756,
"logits/rejected": -0.32376694679260254,
"loss": 1.3215,
"step": 360
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.477610319852829,
"beta_dpo/beta_margin_grad_std": 0.03370558097958565,
"beta_dpo/beta_margin_mean": 0.09011209011077881,
"beta_dpo/beta_margin_std": 0.13601025938987732,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9473916888237,
"beta_dpo/gap_mean": 92.4726333618164,
"beta_dpo/gap_std": 133.42208862304688,
"beta_dpo/loss_margin_mean": 90.1120834350586,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5301027900146843,
"grad_norm": 9.286351203918457,
"learning_rate": 2.6923093854861593e-07,
"logits/chosen": -0.3260883092880249,
"logits/rejected": -0.3336498737335205,
"loss": 1.3155,
"step": 361
},
{
"beta_dpo/beta": 1.6271191835403442,
"beta_dpo/beta_margin_grad_mean": -0.2851690351963043,
"beta_dpo/beta_margin_grad_std": 0.2767854332923889,
"beta_dpo/beta_margin_mean": 257.64166259765625,
"beta_dpo/beta_margin_std": 433.18182373046875,
"beta_dpo/beta_used": 1.6271191835403442,
"beta_dpo/beta_used_raw": 1.0895951986312866,
"beta_dpo/gap_mean": 101.06622314453125,
"beta_dpo/gap_std": 136.33203125,
"beta_dpo/loss_margin_mean": 147.14773559570312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5315712187958884,
"grad_norm": 3908.80322265625,
"learning_rate": 2.679511629948319e-07,
"logits/chosen": -0.3415091633796692,
"logits/rejected": -0.3479331135749817,
"loss": 4.7128,
"step": 362
},
{
"beta_dpo/beta": 0.48806485533714294,
"beta_dpo/beta_margin_grad_mean": -0.3278650641441345,
"beta_dpo/beta_margin_grad_std": 0.3104459047317505,
"beta_dpo/beta_margin_mean": 78.98721313476562,
"beta_dpo/beta_margin_std": 153.0666961669922,
"beta_dpo/beta_used": 0.48806485533714294,
"beta_dpo/beta_used_raw": 0.030955523252487183,
"beta_dpo/gap_mean": 108.2145004272461,
"beta_dpo/gap_std": 139.0877227783203,
"beta_dpo/loss_margin_mean": 144.82916259765625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5330396475770925,
"grad_norm": 2845.82421875,
"learning_rate": 2.6667091441120816e-07,
"logits/chosen": -0.3030551075935364,
"logits/rejected": -0.288122296333313,
"loss": 5.4489,
"step": 363
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4774971008300781,
"beta_dpo/beta_margin_grad_std": 0.03736840933561325,
"beta_dpo/beta_margin_mean": 0.09085896611213684,
"beta_dpo/beta_margin_std": 0.1515338271856308,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.154345989227295,
"beta_dpo/gap_mean": 107.01531982421875,
"beta_dpo/gap_std": 143.16229248046875,
"beta_dpo/loss_margin_mean": 90.85896301269531,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5345080763582967,
"grad_norm": 6.039409160614014,
"learning_rate": 2.6539022653348575e-07,
"logits/chosen": -0.3785761594772339,
"logits/rejected": -0.3902500867843628,
"loss": 1.3205,
"step": 364
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47192299365997314,
"beta_dpo/beta_margin_grad_std": 0.03479469195008278,
"beta_dpo/beta_margin_mean": 0.11332341283559799,
"beta_dpo/beta_margin_std": 0.14188429713249207,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.951167106628418,
"beta_dpo/gap_mean": 108.13379669189453,
"beta_dpo/gap_std": 142.005859375,
"beta_dpo/loss_margin_mean": 113.32341003417969,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5359765051395007,
"grad_norm": 6.869436264038086,
"learning_rate": 2.641091331089811e-07,
"logits/chosen": -0.3123311996459961,
"logits/rejected": -0.32426539063453674,
"loss": 1.3158,
"step": 365
},
{
"beta_dpo/beta": 0.5055487155914307,
"beta_dpo/beta_margin_grad_mean": -0.31768321990966797,
"beta_dpo/beta_margin_grad_std": 0.30457475781440735,
"beta_dpo/beta_margin_mean": 68.90055084228516,
"beta_dpo/beta_margin_std": 133.3690948486328,
"beta_dpo/beta_used": 0.5055487155914307,
"beta_dpo/beta_used_raw": -0.3282930850982666,
"beta_dpo/gap_mean": 110.02189636230469,
"beta_dpo/gap_std": 146.34872436523438,
"beta_dpo/loss_margin_mean": 110.3228759765625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5374449339207048,
"grad_norm": 2276.9384765625,
"learning_rate": 2.6282766789569736e-07,
"logits/chosen": -0.2959885001182556,
"logits/rejected": -0.31161656975746155,
"loss": 4.1092,
"step": 366
},
{
"beta_dpo/beta": 0.1259302943944931,
"beta_dpo/beta_margin_grad_mean": -0.3177259862422943,
"beta_dpo/beta_margin_grad_std": 0.2994624972343445,
"beta_dpo/beta_margin_mean": 11.867181777954102,
"beta_dpo/beta_margin_std": 23.115652084350586,
"beta_dpo/beta_used": 0.1259302943944931,
"beta_dpo/beta_used_raw": -0.25230592489242554,
"beta_dpo/gap_mean": 106.54058837890625,
"beta_dpo/gap_std": 143.6832275390625,
"beta_dpo/loss_margin_mean": 93.8835220336914,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5389133627019089,
"grad_norm": 524.9410400390625,
"learning_rate": 2.615458646614349e-07,
"logits/chosen": -0.37701088190078735,
"logits/rejected": -0.35184770822525024,
"loss": 1.9352,
"step": 367
},
{
"beta_dpo/beta": 0.9328745603561401,
"beta_dpo/beta_margin_grad_mean": -0.09676685929298401,
"beta_dpo/beta_margin_grad_std": 0.2863916754722595,
"beta_dpo/beta_margin_mean": 133.5645751953125,
"beta_dpo/beta_margin_std": 201.60333251953125,
"beta_dpo/beta_used": 0.9328745603561401,
"beta_dpo/beta_used_raw": 0.9328745603561401,
"beta_dpo/gap_mean": 109.11013793945312,
"beta_dpo/gap_std": 139.04080200195312,
"beta_dpo/loss_margin_mean": 132.6707000732422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.540381791483113,
"grad_norm": 3995.7197265625,
"learning_rate": 2.6026375718290083e-07,
"logits/chosen": -0.38272589445114136,
"logits/rejected": -0.38491058349609375,
"loss": 1.3764,
"step": 368
},
{
"beta_dpo/beta": 0.09317570924758911,
"beta_dpo/beta_margin_grad_mean": -0.3334360122680664,
"beta_dpo/beta_margin_grad_std": 0.29883116483688354,
"beta_dpo/beta_margin_mean": 9.50542163848877,
"beta_dpo/beta_margin_std": 21.700239181518555,
"beta_dpo/beta_used": 0.09317570924758911,
"beta_dpo/beta_used_raw": -1.1680105924606323,
"beta_dpo/gap_mean": 105.86335754394531,
"beta_dpo/gap_std": 138.92889404296875,
"beta_dpo/loss_margin_mean": 81.47874450683594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5418502202643172,
"grad_norm": 338.8497619628906,
"learning_rate": 2.589813792448196e-07,
"logits/chosen": -0.40276187658309937,
"logits/rejected": -0.3842419385910034,
"loss": 1.2417,
"step": 369
},
{
"beta_dpo/beta": 0.32751452922821045,
"beta_dpo/beta_margin_grad_mean": -0.33634528517723083,
"beta_dpo/beta_margin_grad_std": 0.31442970037460327,
"beta_dpo/beta_margin_mean": 26.184959411621094,
"beta_dpo/beta_margin_std": 58.59195327758789,
"beta_dpo/beta_used": 0.32751452922821045,
"beta_dpo/beta_used_raw": -0.5632827281951904,
"beta_dpo/gap_mean": 100.1129150390625,
"beta_dpo/gap_std": 139.25335693359375,
"beta_dpo/loss_margin_mean": 70.3260726928711,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5433186490455213,
"grad_norm": 2646.7197265625,
"learning_rate": 2.5769876463904263e-07,
"logits/chosen": -0.39602580666542053,
"logits/rejected": -0.39256715774536133,
"loss": 5.0036,
"step": 370
},
{
"beta_dpo/beta": 0.26400327682495117,
"beta_dpo/beta_margin_grad_mean": -0.3500906229019165,
"beta_dpo/beta_margin_grad_std": 0.31608888506889343,
"beta_dpo/beta_margin_mean": 22.5057430267334,
"beta_dpo/beta_margin_std": 54.71674346923828,
"beta_dpo/beta_used": 0.26400327682495117,
"beta_dpo/beta_used_raw": -0.1922587752342224,
"beta_dpo/gap_mean": 97.70218658447266,
"beta_dpo/gap_std": 137.7125244140625,
"beta_dpo/loss_margin_mean": 91.76586151123047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5447870778267254,
"grad_norm": 1841.630859375,
"learning_rate": 2.5641594716365744e-07,
"logits/chosen": -0.4191368520259857,
"logits/rejected": -0.4073137044906616,
"loss": 4.2713,
"step": 371
},
{
"beta_dpo/beta": 0.29865550994873047,
"beta_dpo/beta_margin_grad_mean": -0.34942829608917236,
"beta_dpo/beta_margin_grad_std": 0.3169166147708893,
"beta_dpo/beta_margin_mean": 30.436782836914062,
"beta_dpo/beta_margin_std": 65.03998565673828,
"beta_dpo/beta_used": 0.29865550994873047,
"beta_dpo/beta_used_raw": 0.2250063121318817,
"beta_dpo/gap_mean": 98.745849609375,
"beta_dpo/gap_std": 137.76092529296875,
"beta_dpo/loss_margin_mean": 105.9774398803711,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5462555066079295,
"grad_norm": 2330.501953125,
"learning_rate": 2.551329606220976e-07,
"logits/chosen": -0.4094877243041992,
"logits/rejected": -0.3760242462158203,
"loss": 5.4678,
"step": 372
},
{
"beta_dpo/beta": 0.4515746831893921,
"beta_dpo/beta_margin_grad_mean": -0.27207887172698975,
"beta_dpo/beta_margin_grad_std": 0.2706195116043091,
"beta_dpo/beta_margin_mean": 58.79832077026367,
"beta_dpo/beta_margin_std": 84.47066497802734,
"beta_dpo/beta_used": 0.4515746831893921,
"beta_dpo/beta_used_raw": -0.7580370903015137,
"beta_dpo/gap_mean": 98.81103515625,
"beta_dpo/gap_std": 134.30552673339844,
"beta_dpo/loss_margin_mean": 103.87548828125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5477239353891337,
"grad_norm": 2668.42236328125,
"learning_rate": 2.538498388222517e-07,
"logits/chosen": -0.4020259380340576,
"logits/rejected": -0.3562648296356201,
"loss": 3.7343,
"step": 373
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4792296886444092,
"beta_dpo/beta_margin_grad_std": 0.0275330301374197,
"beta_dpo/beta_margin_mean": 0.08352459967136383,
"beta_dpo/beta_margin_std": 0.1111961379647255,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.5819969177246094,
"beta_dpo/gap_mean": 98.51296997070312,
"beta_dpo/gap_std": 129.830322265625,
"beta_dpo/loss_margin_mean": 83.52459716796875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5491923641703378,
"grad_norm": 25.06356430053711,
"learning_rate": 2.525666155755725e-07,
"logits/chosen": -0.5303980112075806,
"logits/rejected": -0.5011695027351379,
"loss": 1.319,
"step": 374
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48084428906440735,
"beta_dpo/beta_margin_grad_std": 0.025963004678487778,
"beta_dpo/beta_margin_mean": 0.07689561694860458,
"beta_dpo/beta_margin_std": 0.10439448803663254,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7749541997909546,
"beta_dpo/gap_mean": 95.07070922851562,
"beta_dpo/gap_std": 124.96221923828125,
"beta_dpo/loss_margin_mean": 76.89561462402344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5506607929515418,
"grad_norm": 33.27694320678711,
"learning_rate": 2.512833246961859e-07,
"logits/chosen": -0.46519535779953003,
"logits/rejected": -0.4570329785346985,
"loss": 1.3091,
"step": 375
},
{
"beta_dpo/beta": 0.16056698560714722,
"beta_dpo/beta_margin_grad_mean": -0.3113880455493927,
"beta_dpo/beta_margin_grad_std": 0.28589603304862976,
"beta_dpo/beta_margin_mean": 17.529916763305664,
"beta_dpo/beta_margin_std": 32.734588623046875,
"beta_dpo/beta_used": 0.16056698560714722,
"beta_dpo/beta_used_raw": -0.6300212144851685,
"beta_dpo/gap_mean": 94.86084747314453,
"beta_dpo/gap_std": 124.55882263183594,
"beta_dpo/loss_margin_mean": 106.193359375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5521292217327459,
"grad_norm": 1583.425048828125,
"learning_rate": 2.5e-07,
"logits/chosen": -0.4400368332862854,
"logits/rejected": -0.42413341999053955,
"loss": 2.4697,
"step": 376
},
{
"beta_dpo/beta": 0.12274540960788727,
"beta_dpo/beta_margin_grad_mean": -0.3400813341140747,
"beta_dpo/beta_margin_grad_std": 0.3001156449317932,
"beta_dpo/beta_margin_mean": 12.869964599609375,
"beta_dpo/beta_margin_std": 25.119873046875,
"beta_dpo/beta_used": 0.12274540960788727,
"beta_dpo/beta_used_raw": -0.9513387680053711,
"beta_dpo/gap_mean": 94.40826416015625,
"beta_dpo/gap_std": 123.61512756347656,
"beta_dpo/loss_margin_mean": 91.47625732421875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.55359765051395,
"grad_norm": 474.910400390625,
"learning_rate": 2.487166753038141e-07,
"logits/chosen": -0.43538355827331543,
"logits/rejected": -0.43877607583999634,
"loss": 1.7143,
"step": 377
},
{
"beta_dpo/beta": 0.055305834859609604,
"beta_dpo/beta_margin_grad_mean": -0.33113202452659607,
"beta_dpo/beta_margin_grad_std": 0.2857387065887451,
"beta_dpo/beta_margin_mean": 5.2662177085876465,
"beta_dpo/beta_margin_std": 8.644315719604492,
"beta_dpo/beta_used": 0.055305834859609604,
"beta_dpo/beta_used_raw": -0.05297088995575905,
"beta_dpo/gap_mean": 96.25257873535156,
"beta_dpo/gap_std": 121.488525390625,
"beta_dpo/loss_margin_mean": 101.7795639038086,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5550660792951542,
"grad_norm": 206.10948181152344,
"learning_rate": 2.4743338442442754e-07,
"logits/chosen": -0.453810453414917,
"logits/rejected": -0.45135384798049927,
"loss": 1.2075,
"step": 378
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47414979338645935,
"beta_dpo/beta_margin_grad_std": 0.03370606154203415,
"beta_dpo/beta_margin_mean": 0.10408032685518265,
"beta_dpo/beta_margin_std": 0.13608884811401367,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.923268735408783,
"beta_dpo/gap_mean": 98.50502014160156,
"beta_dpo/gap_std": 122.33307647705078,
"beta_dpo/loss_margin_mean": 104.080322265625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5565345080763583,
"grad_norm": 7.842655658721924,
"learning_rate": 2.461501611777483e-07,
"logits/chosen": -0.40998560190200806,
"logits/rejected": -0.43568363785743713,
"loss": 1.3086,
"step": 379
},
{
"beta_dpo/beta": 0.49257999658584595,
"beta_dpo/beta_margin_grad_mean": -0.1504988819360733,
"beta_dpo/beta_margin_grad_std": 0.34962981939315796,
"beta_dpo/beta_margin_mean": 55.05702590942383,
"beta_dpo/beta_margin_std": 68.4500732421875,
"beta_dpo/beta_used": 0.49257999658584595,
"beta_dpo/beta_used_raw": 0.49257999658584595,
"beta_dpo/gap_mean": 99.70042419433594,
"beta_dpo/gap_std": 122.06121063232422,
"beta_dpo/loss_margin_mean": 114.565673828125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5580029368575624,
"grad_norm": 1847.671142578125,
"learning_rate": 2.4486703937790243e-07,
"logits/chosen": -0.4073488712310791,
"logits/rejected": -0.4285936951637268,
"loss": 3.929,
"step": 380
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4786049425601959,
"beta_dpo/beta_margin_grad_std": 0.033149346709251404,
"beta_dpo/beta_margin_mean": 0.08609545230865479,
"beta_dpo/beta_margin_std": 0.13360077142715454,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.517669916152954,
"beta_dpo/gap_mean": 99.50776672363281,
"beta_dpo/gap_std": 124.66862487792969,
"beta_dpo/loss_margin_mean": 86.09545135498047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5594713656387665,
"grad_norm": 7.046865463256836,
"learning_rate": 2.435840528363426e-07,
"logits/chosen": -0.44461020827293396,
"logits/rejected": -0.42805731296539307,
"loss": 1.3176,
"step": 381
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4754858613014221,
"beta_dpo/beta_margin_grad_std": 0.0272133257240057,
"beta_dpo/beta_margin_mean": 0.09848769009113312,
"beta_dpo/beta_margin_std": 0.10959197580814362,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7904385328292847,
"beta_dpo/gap_mean": 98.30332946777344,
"beta_dpo/gap_std": 123.63853454589844,
"beta_dpo/loss_margin_mean": 98.48768615722656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5609397944199707,
"grad_norm": 7.702118873596191,
"learning_rate": 2.4230123536095745e-07,
"logits/chosen": -0.482845664024353,
"logits/rejected": -0.47936874628067017,
"loss": 1.3066,
"step": 382
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47483423352241516,
"beta_dpo/beta_margin_grad_std": 0.031567756086587906,
"beta_dpo/beta_margin_mean": 0.10119039565324783,
"beta_dpo/beta_margin_std": 0.1272357702255249,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9441766142845154,
"beta_dpo/gap_mean": 99.17279815673828,
"beta_dpo/gap_std": 122.20887756347656,
"beta_dpo/loss_margin_mean": 101.19039154052734,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5624082232011748,
"grad_norm": 7.877129077911377,
"learning_rate": 2.4101862075518037e-07,
"logits/chosen": -0.4365376830101013,
"logits/rejected": -0.4394179880619049,
"loss": 1.3082,
"step": 383
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4772571325302124,
"beta_dpo/beta_margin_grad_std": 0.026376277208328247,
"beta_dpo/beta_margin_mean": 0.09137213975191116,
"beta_dpo/beta_margin_std": 0.10625956207513809,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6997740268707275,
"beta_dpo/gap_mean": 96.98212432861328,
"beta_dpo/gap_std": 120.21687316894531,
"beta_dpo/loss_margin_mean": 91.37213897705078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5638766519823789,
"grad_norm": 6.691796779632568,
"learning_rate": 2.397362428170992e-07,
"logits/chosen": -0.4357266128063202,
"logits/rejected": -0.4359877407550812,
"loss": 1.3064,
"step": 384
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4784564971923828,
"beta_dpo/beta_margin_grad_std": 0.023655114695429802,
"beta_dpo/beta_margin_mean": 0.08640988171100616,
"beta_dpo/beta_margin_std": 0.09507441520690918,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6672598123550415,
"beta_dpo/gap_mean": 95.1080322265625,
"beta_dpo/gap_std": 117.16928100585938,
"beta_dpo/loss_margin_mean": 86.40987396240234,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5653450807635829,
"grad_norm": 6.454415798187256,
"learning_rate": 2.3845413533856514e-07,
"logits/chosen": -0.4430091381072998,
"logits/rejected": -0.406819224357605,
"loss": 1.3072,
"step": 385
},
{
"beta_dpo/beta": 0.3350660502910614,
"beta_dpo/beta_margin_grad_mean": -0.30638933181762695,
"beta_dpo/beta_margin_grad_std": 0.2916352152824402,
"beta_dpo/beta_margin_mean": 41.42173385620117,
"beta_dpo/beta_margin_std": 72.62975311279297,
"beta_dpo/beta_used": 0.3350660502910614,
"beta_dpo/beta_used_raw": -0.22976088523864746,
"beta_dpo/gap_mean": 95.47817993164062,
"beta_dpo/gap_std": 116.49141693115234,
"beta_dpo/loss_margin_mean": 104.02435302734375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.566813509544787,
"grad_norm": 1257.6240234375,
"learning_rate": 2.3717233210430254e-07,
"logits/chosen": -0.40499740839004517,
"logits/rejected": -0.3944457769393921,
"loss": 2.1028,
"step": 386
},
{
"beta_dpo/beta": 0.04211033880710602,
"beta_dpo/beta_margin_grad_mean": -0.362678587436676,
"beta_dpo/beta_margin_grad_std": 0.2757696211338043,
"beta_dpo/beta_margin_mean": 2.8369340896606445,
"beta_dpo/beta_margin_std": 6.981544017791748,
"beta_dpo/beta_used": 0.04211033880710602,
"beta_dpo/beta_used_raw": -0.41031795740127563,
"beta_dpo/gap_mean": 96.32708740234375,
"beta_dpo/gap_std": 116.07279968261719,
"beta_dpo/loss_margin_mean": 86.49880981445312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5682819383259912,
"grad_norm": 153.96595764160156,
"learning_rate": 2.3589086689101889e-07,
"logits/chosen": -0.46131113171577454,
"logits/rejected": -0.4227498173713684,
"loss": 0.9943,
"step": 387
},
{
"beta_dpo/beta": 0.2852635979652405,
"beta_dpo/beta_margin_grad_mean": -0.1428508460521698,
"beta_dpo/beta_margin_grad_std": 0.3305058777332306,
"beta_dpo/beta_margin_mean": 35.86345291137695,
"beta_dpo/beta_margin_std": 41.991371154785156,
"beta_dpo/beta_used": 0.2852635979652405,
"beta_dpo/beta_used_raw": 0.2852635979652405,
"beta_dpo/gap_mean": 99.73340606689453,
"beta_dpo/gap_std": 122.03709411621094,
"beta_dpo/loss_margin_mean": 126.48102569580078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5697503671071953,
"grad_norm": 1019.3936767578125,
"learning_rate": 2.3460977346651428e-07,
"logits/chosen": -0.34111300110816956,
"logits/rejected": -0.35984545946121216,
"loss": 2.9347,
"step": 388
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4744521677494049,
"beta_dpo/beta_margin_grad_std": 0.029463116079568863,
"beta_dpo/beta_margin_mean": 0.10270687937736511,
"beta_dpo/beta_margin_std": 0.1187412440776825,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.477594792842865,
"beta_dpo/gap_mean": 101.11051177978516,
"beta_dpo/gap_std": 122.17589569091797,
"beta_dpo/loss_margin_mean": 102.70687103271484,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5712187958883994,
"grad_norm": 7.796079158782959,
"learning_rate": 2.3332908558879177e-07,
"logits/chosen": -0.3674032688140869,
"logits/rejected": -0.33893561363220215,
"loss": 1.299,
"step": 389
},
{
"beta_dpo/beta": 0.9373176097869873,
"beta_dpo/beta_margin_grad_mean": -0.3490453064441681,
"beta_dpo/beta_margin_grad_std": 0.32049307227134705,
"beta_dpo/beta_margin_mean": 102.44970703125,
"beta_dpo/beta_margin_std": 286.3146667480469,
"beta_dpo/beta_used": 0.9373176097869873,
"beta_dpo/beta_used_raw": 0.6466106176376343,
"beta_dpo/gap_mean": 100.94984436035156,
"beta_dpo/gap_std": 128.69989013671875,
"beta_dpo/loss_margin_mean": 96.0970687866211,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5726872246696035,
"grad_norm": 6808.29296875,
"learning_rate": 2.320488370051681e-07,
"logits/chosen": -0.38758012652397156,
"logits/rejected": -0.3825533986091614,
"loss": 5.2234,
"step": 390
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4825769364833832,
"beta_dpo/beta_margin_grad_std": 0.032539550215005875,
"beta_dpo/beta_margin_mean": 0.07015617936849594,
"beta_dpo/beta_margin_std": 0.1320018768310547,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.8503118753433228,
"beta_dpo/gap_mean": 95.19480895996094,
"beta_dpo/gap_std": 125.16159057617188,
"beta_dpo/loss_margin_mean": 70.15617370605469,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5741556534508077,
"grad_norm": 7.870649814605713,
"learning_rate": 2.3076906145138405e-07,
"logits/chosen": -0.4045184850692749,
"logits/rejected": -0.40096336603164673,
"loss": 1.3264,
"step": 391
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4708142578601837,
"beta_dpo/beta_margin_grad_std": 0.03216283768415451,
"beta_dpo/beta_margin_mean": 0.11758483201265335,
"beta_dpo/beta_margin_std": 0.13041386008262634,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6004123687744141,
"beta_dpo/gap_mean": 96.84786987304688,
"beta_dpo/gap_std": 127.46624755859375,
"beta_dpo/loss_margin_mean": 117.58483123779297,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5756240822320118,
"grad_norm": 7.0149126052856445,
"learning_rate": 2.294897926507156e-07,
"logits/chosen": -0.4069562554359436,
"logits/rejected": -0.4070258140563965,
"loss": 1.3047,
"step": 392
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47842276096343994,
"beta_dpo/beta_margin_grad_std": 0.035466983914375305,
"beta_dpo/beta_margin_mean": 0.08704755455255508,
"beta_dpo/beta_margin_std": 0.1434432864189148,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.5364588499069214,
"beta_dpo/gap_mean": 97.63465881347656,
"beta_dpo/gap_std": 131.28060913085938,
"beta_dpo/loss_margin_mean": 87.04754638671875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5770925110132159,
"grad_norm": 5.620955944061279,
"learning_rate": 2.2821106431308543e-07,
"logits/chosen": -0.36222386360168457,
"logits/rejected": -0.35495465993881226,
"loss": 1.3203,
"step": 393
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47261518239974976,
"beta_dpo/beta_margin_grad_std": 0.03843296319246292,
"beta_dpo/beta_margin_mean": 0.11056187748908997,
"beta_dpo/beta_margin_std": 0.1556539684534073,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.0046627521514893,
"beta_dpo/gap_mean": 98.78483581542969,
"beta_dpo/gap_std": 134.528564453125,
"beta_dpo/loss_margin_mean": 110.56187438964844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.57856093979442,
"grad_norm": 6.00560998916626,
"learning_rate": 2.2693291013417452e-07,
"logits/chosen": -0.38290512561798096,
"logits/rejected": -0.37921932339668274,
"loss": 1.311,
"step": 394
},
{
"beta_dpo/beta": 0.2388431876897812,
"beta_dpo/beta_margin_grad_mean": -0.36290186643600464,
"beta_dpo/beta_margin_grad_std": 0.3192496597766876,
"beta_dpo/beta_margin_mean": 26.790372848510742,
"beta_dpo/beta_margin_std": 53.6635856628418,
"beta_dpo/beta_used": 0.2388431876897812,
"beta_dpo/beta_used_raw": -0.2869706153869629,
"beta_dpo/gap_mean": 101.26589965820312,
"beta_dpo/gap_std": 135.43722534179688,
"beta_dpo/loss_margin_mean": 112.6613540649414,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.580029368575624,
"grad_norm": 1960.75048828125,
"learning_rate": 2.2565536379453404e-07,
"logits/chosen": -0.41427770256996155,
"logits/rejected": -0.4001610577106476,
"loss": 4.0929,
"step": 395
},
{
"beta_dpo/beta": 0.04714573919773102,
"beta_dpo/beta_margin_grad_mean": -0.32316020131111145,
"beta_dpo/beta_margin_grad_std": 0.29187336564064026,
"beta_dpo/beta_margin_mean": 4.048221588134766,
"beta_dpo/beta_margin_std": 9.408126831054688,
"beta_dpo/beta_used": 0.04714573919773102,
"beta_dpo/beta_used_raw": -0.8138464689254761,
"beta_dpo/gap_mean": 100.85454559326172,
"beta_dpo/gap_std": 133.6050262451172,
"beta_dpo/loss_margin_mean": 92.83641815185547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5814977973568282,
"grad_norm": 261.0092468261719,
"learning_rate": 2.2437845895869825e-07,
"logits/chosen": -0.45682457089424133,
"logits/rejected": -0.4294641613960266,
"loss": 0.7611,
"step": 396
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4667245149612427,
"beta_dpo/beta_margin_grad_std": 0.03587669879198074,
"beta_dpo/beta_margin_mean": 0.1342308074235916,
"beta_dpo/beta_margin_std": 0.14559264481067657,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7097823619842529,
"beta_dpo/gap_mean": 104.96504211425781,
"beta_dpo/gap_std": 135.63267517089844,
"beta_dpo/loss_margin_mean": 134.23080444335938,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5829662261380323,
"grad_norm": 9.609397888183594,
"learning_rate": 2.2310222927429716e-07,
"logits/chosen": -0.37662869691848755,
"logits/rejected": -0.3610289692878723,
"loss": 1.2987,
"step": 397
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4707203805446625,
"beta_dpo/beta_margin_grad_std": 0.03591061383485794,
"beta_dpo/beta_margin_mean": 0.11811903864145279,
"beta_dpo/beta_margin_std": 0.14565932750701904,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9772100448608398,
"beta_dpo/gap_mean": 108.35206604003906,
"beta_dpo/gap_std": 138.2628631591797,
"beta_dpo/loss_margin_mean": 118.11903381347656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5844346549192364,
"grad_norm": 7.986485481262207,
"learning_rate": 2.2182670837116972e-07,
"logits/chosen": -0.4529736638069153,
"logits/rejected": -0.4409021735191345,
"loss": 1.3013,
"step": 398
},
{
"beta_dpo/beta": 0.10209912061691284,
"beta_dpo/beta_margin_grad_mean": -0.3368144929409027,
"beta_dpo/beta_margin_grad_std": 0.3037874400615692,
"beta_dpo/beta_margin_mean": 12.228537559509277,
"beta_dpo/beta_margin_std": 24.178831100463867,
"beta_dpo/beta_used": 0.10209912061691284,
"beta_dpo/beta_used_raw": -0.7041253447532654,
"beta_dpo/gap_mean": 109.07110595703125,
"beta_dpo/gap_std": 139.66268920898438,
"beta_dpo/loss_margin_mean": 107.10200500488281,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5859030837004405,
"grad_norm": 1133.5469970703125,
"learning_rate": 2.2055192986047804e-07,
"logits/chosen": -0.3726699948310852,
"logits/rejected": -0.31704509258270264,
"loss": 3.271,
"step": 399
},
{
"beta_dpo/beta": 1.6487863063812256,
"beta_dpo/beta_margin_grad_mean": -0.1875,
"beta_dpo/beta_margin_grad_std": 0.3903123736381531,
"beta_dpo/beta_margin_mean": 249.3288116455078,
"beta_dpo/beta_margin_std": 262.01593017578125,
"beta_dpo/beta_used": 1.6487863063812256,
"beta_dpo/beta_used_raw": 1.6487863063812256,
"beta_dpo/gap_mean": 115.11041259765625,
"beta_dpo/gap_std": 142.930419921875,
"beta_dpo/loss_margin_mean": 150.7600555419922,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5873715124816447,
"grad_norm": 9287.4912109375,
"learning_rate": 2.192779273338215e-07,
"logits/chosen": -0.4059417247772217,
"logits/rejected": -0.40355077385902405,
"loss": 18.5063,
"step": 400
},
{
"epoch": 0.5873715124816447,
"eval_beta_dpo/beta": 0.0093453424051404,
"eval_beta_dpo/beta_margin_grad_mean": -0.4752621054649353,
"eval_beta_dpo/beta_margin_grad_std": 0.04468919709324837,
"eval_beta_dpo/beta_margin_mean": 1.0762052536010742,
"eval_beta_dpo/beta_margin_std": 1.4304980039596558,
"eval_beta_dpo/beta_used": 0.0093453424051404,
"eval_beta_dpo/beta_used_raw": -2.859452724456787,
"eval_beta_dpo/gap_mean": 116.2162094116211,
"eval_beta_dpo/gap_std": 143.88238525390625,
"eval_beta_dpo/loss_margin_mean": 66.89200592041016,
"eval_beta_dpo/mask_keep_frac": 1.0,
"eval_logits/chosen": -0.4157075881958008,
"eval_logits/rejected": -0.39382484555244446,
"eval_loss": 0.7606868147850037,
"eval_runtime": 40.2132,
"eval_samples_per_second": 58.165,
"eval_steps_per_second": 1.84,
"step": 400
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4766118824481964,
"beta_dpo/beta_margin_grad_std": 0.042866192758083344,
"beta_dpo/beta_margin_mean": 0.094448022544384,
"beta_dpo/beta_margin_std": 0.17364467680454254,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.313326358795166,
"beta_dpo/gap_mean": 113.66698455810547,
"beta_dpo/gap_std": 148.7388916015625,
"beta_dpo/loss_margin_mean": 94.4480209350586,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5888399412628488,
"grad_norm": 6.7877278327941895,
"learning_rate": 2.1800473436235136e-07,
"logits/chosen": -0.35054802894592285,
"logits/rejected": -0.3441402316093445,
"loss": 1.303,
"step": 401
},
{
"beta_dpo/beta": 0.6786636710166931,
"beta_dpo/beta_margin_grad_mean": -0.10659972578287125,
"beta_dpo/beta_margin_grad_std": 0.3003370761871338,
"beta_dpo/beta_margin_mean": 108.07469177246094,
"beta_dpo/beta_margin_std": 99.87371826171875,
"beta_dpo/beta_used": 0.6786636710166931,
"beta_dpo/beta_used_raw": 0.6786636710166931,
"beta_dpo/gap_mean": 119.07506561279297,
"beta_dpo/gap_std": 149.63043212890625,
"beta_dpo/loss_margin_mean": 158.593994140625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5903083700440529,
"grad_norm": 2755.770263671875,
"learning_rate": 2.1673238449588665e-07,
"logits/chosen": -0.3783169388771057,
"logits/rejected": -0.3567967414855957,
"loss": 5.1878,
"step": 402
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4704398214817047,
"beta_dpo/beta_margin_grad_std": 0.03317659720778465,
"beta_dpo/beta_margin_mean": 0.11902157217264175,
"beta_dpo/beta_margin_std": 0.13397535681724548,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.16943010687828064,
"beta_dpo/gap_mean": 120.31027221679688,
"beta_dpo/gap_std": 146.5064697265625,
"beta_dpo/loss_margin_mean": 119.02156829833984,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.591776798825257,
"grad_norm": 6.965160369873047,
"learning_rate": 2.154609112620295e-07,
"logits/chosen": -0.38709545135498047,
"logits/rejected": -0.3838120698928833,
"loss": 1.2773,
"step": 403
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4710405468940735,
"beta_dpo/beta_margin_grad_std": 0.04145493730902672,
"beta_dpo/beta_margin_mean": 0.11696790158748627,
"beta_dpo/beta_margin_std": 0.16781915724277496,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.3914072513580322,
"beta_dpo/gap_mean": 120.10807800292969,
"beta_dpo/gap_std": 150.40188598632812,
"beta_dpo/loss_margin_mean": 116.9678955078125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.593245227606461,
"grad_norm": 7.6397705078125,
"learning_rate": 2.1419034816528218e-07,
"logits/chosen": -0.32211601734161377,
"logits/rejected": -0.3063517212867737,
"loss": 1.2817,
"step": 404
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4748651087284088,
"beta_dpo/beta_margin_grad_std": 0.0469396598637104,
"beta_dpo/beta_margin_mean": 0.10184108465909958,
"beta_dpo/beta_margin_std": 0.19063597917556763,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.5856375694274902,
"beta_dpo/gap_mean": 115.75703430175781,
"beta_dpo/gap_std": 156.31784057617188,
"beta_dpo/loss_margin_mean": 101.84107971191406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5947136563876652,
"grad_norm": 7.145941257476807,
"learning_rate": 2.129207286861638e-07,
"logits/chosen": -0.3783246874809265,
"logits/rejected": -0.35847070813179016,
"loss": 1.3212,
"step": 405
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46724018454551697,
"beta_dpo/beta_margin_grad_std": 0.04072672128677368,
"beta_dpo/beta_margin_mean": 0.13246352970600128,
"beta_dpo/beta_margin_std": 0.16599087417125702,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.2788747549057007,
"beta_dpo/gap_mean": 117.24635314941406,
"beta_dpo/gap_std": 158.91787719726562,
"beta_dpo/loss_margin_mean": 132.46351623535156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5961820851688693,
"grad_norm": 7.6379899978637695,
"learning_rate": 2.1165208628032861e-07,
"logits/chosen": -0.3630604147911072,
"logits/rejected": -0.35475897789001465,
"loss": 1.2817,
"step": 406
},
{
"beta_dpo/beta": 0.9161151051521301,
"beta_dpo/beta_margin_grad_mean": -0.3084886372089386,
"beta_dpo/beta_margin_grad_std": 0.2934010624885559,
"beta_dpo/beta_margin_mean": 123.79098510742188,
"beta_dpo/beta_margin_std": 235.88023376464844,
"beta_dpo/beta_used": 0.9161151051521301,
"beta_dpo/beta_used_raw": -0.8416473865509033,
"beta_dpo/gap_mean": 115.60337829589844,
"beta_dpo/gap_std": 158.64419555664062,
"beta_dpo/loss_margin_mean": 100.3062515258789,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5976505139500734,
"grad_norm": 4827.95361328125,
"learning_rate": 2.1038445437768375e-07,
"logits/chosen": -0.377028226852417,
"logits/rejected": -0.3416253924369812,
"loss": 10.9265,
"step": 407
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4801346957683563,
"beta_dpo/beta_margin_grad_std": 0.03229653090238571,
"beta_dpo/beta_margin_mean": 0.07995922118425369,
"beta_dpo/beta_margin_std": 0.13016226887702942,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.016765594482422,
"beta_dpo/gap_mean": 111.73031616210938,
"beta_dpo/gap_std": 154.44381713867188,
"beta_dpo/loss_margin_mean": 79.95922088623047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.5991189427312775,
"grad_norm": 7.195991516113281,
"learning_rate": 2.0911786638150872e-07,
"logits/chosen": -0.40478670597076416,
"logits/rejected": -0.37068575620651245,
"loss": 1.3143,
"step": 408
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4723385274410248,
"beta_dpo/beta_margin_grad_std": 0.03917807340621948,
"beta_dpo/beta_margin_mean": 0.11170117557048798,
"beta_dpo/beta_margin_std": 0.15871573984622955,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.8204164505004883,
"beta_dpo/gap_mean": 109.16544342041016,
"beta_dpo/gap_std": 155.03025817871094,
"beta_dpo/loss_margin_mean": 111.70116424560547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6005873715124816,
"grad_norm": 7.589075565338135,
"learning_rate": 2.0785235566757517e-07,
"logits/chosen": -0.34394949674606323,
"logits/rejected": -0.3319231867790222,
"loss": 1.3136,
"step": 409
},
{
"beta_dpo/beta": 0.5207417011260986,
"beta_dpo/beta_margin_grad_mean": -0.3113498389720917,
"beta_dpo/beta_margin_grad_std": 0.3010904788970947,
"beta_dpo/beta_margin_mean": 55.4542121887207,
"beta_dpo/beta_margin_std": 125.90103912353516,
"beta_dpo/beta_used": 0.5207417011260986,
"beta_dpo/beta_used_raw": -0.16834038496017456,
"beta_dpo/gap_mean": 112.37252044677734,
"beta_dpo/gap_std": 154.6945343017578,
"beta_dpo/loss_margin_mean": 121.03668975830078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6020558002936858,
"grad_norm": 1850.3192138671875,
"learning_rate": 2.065879555832674e-07,
"logits/chosen": -0.3558204472064972,
"logits/rejected": -0.34983137249946594,
"loss": 1.3845,
"step": 410
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4737773537635803,
"beta_dpo/beta_margin_grad_std": 0.046403612941503525,
"beta_dpo/beta_margin_mean": 0.10650434345006943,
"beta_dpo/beta_margin_std": 0.19019237160682678,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.678023338317871,
"beta_dpo/gap_mean": 113.07457733154297,
"beta_dpo/gap_std": 160.96011352539062,
"beta_dpo/loss_margin_mean": 106.50434112548828,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6035242290748899,
"grad_norm": 10.161256790161133,
"learning_rate": 2.0532469944670343e-07,
"logits/chosen": -0.293745219707489,
"logits/rejected": -0.2922123670578003,
"loss": 1.3083,
"step": 411
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4713696539402008,
"beta_dpo/beta_margin_grad_std": 0.04353627562522888,
"beta_dpo/beta_margin_mean": 0.11588773876428604,
"beta_dpo/beta_margin_std": 0.17700567841529846,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.7123887538909912,
"beta_dpo/gap_mean": 111.26490783691406,
"beta_dpo/gap_std": 163.46185302734375,
"beta_dpo/loss_margin_mean": 115.88773345947266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.604992657856094,
"grad_norm": 7.504628658294678,
"learning_rate": 2.0406262054585738e-07,
"logits/chosen": -0.3158118724822998,
"logits/rejected": -0.32687675952911377,
"loss": 1.3101,
"step": 412
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4713848829269409,
"beta_dpo/beta_margin_grad_std": 0.04106110334396362,
"beta_dpo/beta_margin_mean": 0.11544950306415558,
"beta_dpo/beta_margin_std": 0.16624687612056732,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9482701420783997,
"beta_dpo/gap_mean": 110.88575744628906,
"beta_dpo/gap_std": 163.36767578125,
"beta_dpo/loss_margin_mean": 115.44949340820312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6064610866372981,
"grad_norm": 10.111505508422852,
"learning_rate": 2.0280175213768205e-07,
"logits/chosen": -0.33399781584739685,
"logits/rejected": -0.3200353980064392,
"loss": 1.2993,
"step": 413
},
{
"beta_dpo/beta": 1.1125692129135132,
"beta_dpo/beta_margin_grad_mean": -0.3008454442024231,
"beta_dpo/beta_margin_grad_std": 0.29388001561164856,
"beta_dpo/beta_margin_mean": 208.84002685546875,
"beta_dpo/beta_margin_std": 342.9871826171875,
"beta_dpo/beta_used": 1.1125692129135132,
"beta_dpo/beta_used_raw": 0.5759499669075012,
"beta_dpo/gap_mean": 114.5771484375,
"beta_dpo/gap_std": 164.32669067382812,
"beta_dpo/loss_margin_mean": 140.61228942871094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6079295154185022,
"grad_norm": 10158.8984375,
"learning_rate": 2.0154212744723247e-07,
"logits/chosen": -0.29129675030708313,
"logits/rejected": -0.28304004669189453,
"loss": 18.094,
"step": 414
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47645503282546997,
"beta_dpo/beta_margin_grad_std": 0.04023678973317146,
"beta_dpo/beta_margin_mean": 0.09504882246255875,
"beta_dpo/beta_margin_std": 0.1632952094078064,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.1535353660583496,
"beta_dpo/gap_mean": 116.05256652832031,
"beta_dpo/gap_std": 165.4222412109375,
"beta_dpo/loss_margin_mean": 95.04881286621094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6093979441997063,
"grad_norm": 7.246009826660156,
"learning_rate": 2.002837796667909e-07,
"logits/chosen": -0.3636121153831482,
"logits/rejected": -0.35459795594215393,
"loss": 1.3127,
"step": 415
},
{
"beta_dpo/beta": 0.8338208198547363,
"beta_dpo/beta_margin_grad_mean": -0.17009158432483673,
"beta_dpo/beta_margin_grad_std": 0.35257911682128906,
"beta_dpo/beta_margin_mean": 129.33334350585938,
"beta_dpo/beta_margin_std": 189.8321990966797,
"beta_dpo/beta_used": 0.8338208198547363,
"beta_dpo/beta_used_raw": 0.8338208198547363,
"beta_dpo/gap_mean": 118.31330108642578,
"beta_dpo/gap_std": 161.25177001953125,
"beta_dpo/loss_margin_mean": 147.69627380371094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6108663729809104,
"grad_norm": 9633.19921875,
"learning_rate": 1.990267419549914e-07,
"logits/chosen": -0.3395143449306488,
"logits/rejected": -0.32628241181373596,
"loss": 7.9484,
"step": 416
},
{
"beta_dpo/beta": 0.3650580644607544,
"beta_dpo/beta_margin_grad_mean": -0.3305802643299103,
"beta_dpo/beta_margin_grad_std": 0.3116385340690613,
"beta_dpo/beta_margin_mean": 45.415931701660156,
"beta_dpo/beta_margin_std": 81.82047271728516,
"beta_dpo/beta_used": 0.3650580644607544,
"beta_dpo/beta_used_raw": 0.1691010594367981,
"beta_dpo/gap_mean": 119.18829345703125,
"beta_dpo/gap_std": 156.21324157714844,
"beta_dpo/loss_margin_mean": 115.47030639648438,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6123348017621145,
"grad_norm": 3923.328857421875,
"learning_rate": 1.9777104743594686e-07,
"logits/chosen": -0.27080368995666504,
"logits/rejected": -0.22706595063209534,
"loss": 6.8179,
"step": 417
},
{
"beta_dpo/beta": 0.1472662091255188,
"beta_dpo/beta_margin_grad_mean": -0.31466129422187805,
"beta_dpo/beta_margin_grad_std": 0.29242756962776184,
"beta_dpo/beta_margin_mean": 24.18821907043457,
"beta_dpo/beta_margin_std": 42.399009704589844,
"beta_dpo/beta_used": 0.1472662091255188,
"beta_dpo/beta_used_raw": -0.4067423641681671,
"beta_dpo/gap_mean": 119.43331909179688,
"beta_dpo/gap_std": 159.44818115234375,
"beta_dpo/loss_margin_mean": 129.963623046875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6138032305433186,
"grad_norm": 956.6565551757812,
"learning_rate": 1.965167291983757e-07,
"logits/chosen": -0.38150128722190857,
"logits/rejected": -0.33936968445777893,
"loss": 2.2555,
"step": 418
},
{
"beta_dpo/beta": 0.04090619087219238,
"beta_dpo/beta_margin_grad_mean": -0.3300994336605072,
"beta_dpo/beta_margin_grad_std": 0.2953225076198578,
"beta_dpo/beta_margin_mean": 5.522484302520752,
"beta_dpo/beta_margin_std": 10.368701934814453,
"beta_dpo/beta_used": 0.04090619087219238,
"beta_dpo/beta_used_raw": -0.6058524250984192,
"beta_dpo/gap_mean": 123.40135192871094,
"beta_dpo/gap_std": 159.61978149414062,
"beta_dpo/loss_margin_mean": 131.7987060546875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6152716593245228,
"grad_norm": 406.3208312988281,
"learning_rate": 1.9526382029472988e-07,
"logits/chosen": -0.3685181736946106,
"logits/rejected": -0.35807985067367554,
"loss": 1.3448,
"step": 419
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.479174941778183,
"beta_dpo/beta_margin_grad_std": 0.043484870344400406,
"beta_dpo/beta_margin_mean": 0.08427228033542633,
"beta_dpo/beta_margin_std": 0.17619559168815613,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7748525738716125,
"beta_dpo/gap_mean": 117.49530029296875,
"beta_dpo/gap_std": 161.63946533203125,
"beta_dpo/loss_margin_mean": 84.27227783203125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6167400881057269,
"grad_norm": 8.381654739379883,
"learning_rate": 1.9401235374032425e-07,
"logits/chosen": -0.34530162811279297,
"logits/rejected": -0.2882389426231384,
"loss": 1.2911,
"step": 420
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4776723086833954,
"beta_dpo/beta_margin_grad_std": 0.03428473323583603,
"beta_dpo/beta_margin_mean": 0.08976796269416809,
"beta_dpo/beta_margin_std": 0.1381371021270752,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9457611441612244,
"beta_dpo/gap_mean": 111.70301818847656,
"beta_dpo/gap_std": 160.45973205566406,
"beta_dpo/loss_margin_mean": 89.76795959472656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.618208516886931,
"grad_norm": 6.698497772216797,
"learning_rate": 1.9276236251246653e-07,
"logits/chosen": -0.3635827600955963,
"logits/rejected": -0.3487810492515564,
"loss": 1.2975,
"step": 421
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.476465106010437,
"beta_dpo/beta_margin_grad_std": 0.03539099171757698,
"beta_dpo/beta_margin_mean": 0.09482631832361221,
"beta_dpo/beta_margin_std": 0.14304772019386292,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9157909154891968,
"beta_dpo/gap_mean": 108.79386901855469,
"beta_dpo/gap_std": 155.77139282226562,
"beta_dpo/loss_margin_mean": 94.8263168334961,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6196769456681351,
"grad_norm": 7.295708179473877,
"learning_rate": 1.9151387954958792e-07,
"logits/chosen": -0.323574960231781,
"logits/rejected": -0.3058650493621826,
"loss": 1.3,
"step": 422
},
{
"beta_dpo/beta": 0.5498670339584351,
"beta_dpo/beta_margin_grad_mean": -0.19201448559761047,
"beta_dpo/beta_margin_grad_std": 0.38938337564468384,
"beta_dpo/beta_margin_mean": 67.63153839111328,
"beta_dpo/beta_margin_std": 82.61705017089844,
"beta_dpo/beta_used": 0.5498670339584351,
"beta_dpo/beta_used_raw": 0.5498670339584351,
"beta_dpo/gap_mean": 111.04264831542969,
"beta_dpo/gap_std": 153.08340454101562,
"beta_dpo/loss_margin_mean": 124.84105682373047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6211453744493393,
"grad_norm": 2952.7294921875,
"learning_rate": 1.902669377503756e-07,
"logits/chosen": -0.29522740840911865,
"logits/rejected": -0.2932446002960205,
"loss": 5.8705,
"step": 423
},
{
"beta_dpo/beta": 0.027477234601974487,
"beta_dpo/beta_margin_grad_mean": -0.31576114892959595,
"beta_dpo/beta_margin_grad_std": 0.28133726119995117,
"beta_dpo/beta_margin_mean": 3.6695759296417236,
"beta_dpo/beta_margin_std": 6.411843299865723,
"beta_dpo/beta_used": 0.027477234601974487,
"beta_dpo/beta_used_raw": -1.4149752855300903,
"beta_dpo/gap_mean": 112.22328186035156,
"beta_dpo/gap_std": 152.5062255859375,
"beta_dpo/loss_margin_mean": 109.46617126464844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6226138032305433,
"grad_norm": 137.83319091796875,
"learning_rate": 1.890215699729057e-07,
"logits/chosen": -0.3986721932888031,
"logits/rejected": -0.3727181553840637,
"loss": 0.9681,
"step": 424
},
{
"beta_dpo/beta": 0.5835731625556946,
"beta_dpo/beta_margin_grad_mean": -0.3327001929283142,
"beta_dpo/beta_margin_grad_std": 0.312762588262558,
"beta_dpo/beta_margin_mean": 72.92134857177734,
"beta_dpo/beta_margin_std": 129.18519592285156,
"beta_dpo/beta_used": 0.5835731625556946,
"beta_dpo/beta_used_raw": 0.4376869797706604,
"beta_dpo/gap_mean": 109.38998413085938,
"beta_dpo/gap_std": 150.577880859375,
"beta_dpo/loss_margin_mean": 106.90679168701172,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6240822320117474,
"grad_norm": 6124.79150390625,
"learning_rate": 1.8777780903377732e-07,
"logits/chosen": -0.3280683159828186,
"logits/rejected": -0.32920628786087036,
"loss": 6.1878,
"step": 425
},
{
"beta_dpo/beta": 0.8895680904388428,
"beta_dpo/beta_margin_grad_mean": -0.30061760544776917,
"beta_dpo/beta_margin_grad_std": 0.29346781969070435,
"beta_dpo/beta_margin_mean": 142.06744384765625,
"beta_dpo/beta_margin_std": 253.59666442871094,
"beta_dpo/beta_used": 0.8895680904388428,
"beta_dpo/beta_used_raw": -0.7809062600135803,
"beta_dpo/gap_mean": 111.31645965576172,
"beta_dpo/gap_std": 149.850341796875,
"beta_dpo/loss_margin_mean": 127.76013946533203,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6255506607929515,
"grad_norm": 5486.13525390625,
"learning_rate": 1.8653568770724803e-07,
"logits/chosen": -0.37183499336242676,
"logits/rejected": -0.31186115741729736,
"loss": 8.4638,
"step": 426
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4798411726951599,
"beta_dpo/beta_margin_grad_std": 0.03274958208203316,
"beta_dpo/beta_margin_mean": 0.08117052912712097,
"beta_dpo/beta_margin_std": 0.13242076337337494,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.4412474632263184,
"beta_dpo/gap_mean": 109.63316345214844,
"beta_dpo/gap_std": 148.7486572265625,
"beta_dpo/loss_margin_mean": 81.17052459716797,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6270190895741556,
"grad_norm": 6.825258731842041,
"learning_rate": 1.8529523872436977e-07,
"logits/chosen": -0.3810279965400696,
"logits/rejected": -0.35081952810287476,
"loss": 1.306,
"step": 427
},
{
"beta_dpo/beta": 0.41161054372787476,
"beta_dpo/beta_margin_grad_mean": -0.32943397760391235,
"beta_dpo/beta_margin_grad_std": 0.30981266498565674,
"beta_dpo/beta_margin_mean": 47.70144271850586,
"beta_dpo/beta_margin_std": 109.32994842529297,
"beta_dpo/beta_used": 0.41161054372787476,
"beta_dpo/beta_used_raw": -0.37105491757392883,
"beta_dpo/gap_mean": 109.1749267578125,
"beta_dpo/gap_std": 149.90882873535156,
"beta_dpo/loss_margin_mean": 120.1363296508789,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6284875183553598,
"grad_norm": 3710.728271484375,
"learning_rate": 1.8405649477212697e-07,
"logits/chosen": -0.37873727083206177,
"logits/rejected": -0.37077072262763977,
"loss": 3.3058,
"step": 428
},
{
"beta_dpo/beta": 0.4344549775123596,
"beta_dpo/beta_margin_grad_mean": -0.2335137575864792,
"beta_dpo/beta_margin_grad_std": 0.4133719801902771,
"beta_dpo/beta_margin_mean": 48.72703552246094,
"beta_dpo/beta_margin_std": 64.88159942626953,
"beta_dpo/beta_used": 0.4344549775123596,
"beta_dpo/beta_used_raw": 0.4344549775123596,
"beta_dpo/gap_mean": 107.56082916259766,
"beta_dpo/gap_std": 150.14230346679688,
"beta_dpo/loss_margin_mean": 103.24775695800781,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6299559471365639,
"grad_norm": 3259.48974609375,
"learning_rate": 1.828194884925749e-07,
"logits/chosen": -0.38967394828796387,
"logits/rejected": -0.33787745237350464,
"loss": 7.8201,
"step": 429
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4721178114414215,
"beta_dpo/beta_margin_grad_std": 0.03465087339282036,
"beta_dpo/beta_margin_mean": 0.11242672055959702,
"beta_dpo/beta_margin_std": 0.14071322977542877,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.2862778902053833,
"beta_dpo/gap_mean": 109.13970947265625,
"beta_dpo/gap_std": 147.79107666015625,
"beta_dpo/loss_margin_mean": 112.42671203613281,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.631424375917768,
"grad_norm": 7.614285945892334,
"learning_rate": 1.8158425248197928e-07,
"logits/chosen": -0.4028991460800171,
"logits/rejected": -0.40245670080184937,
"loss": 1.3051,
"step": 430
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4677823781967163,
"beta_dpo/beta_margin_grad_std": 0.03935808688402176,
"beta_dpo/beta_margin_mean": 0.1300922930240631,
"beta_dpo/beta_margin_std": 0.15987038612365723,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7770711183547974,
"beta_dpo/gap_mean": 113.27009582519531,
"beta_dpo/gap_std": 150.56829833984375,
"beta_dpo/loss_margin_mean": 130.09228515625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6328928046989721,
"grad_norm": 6.900725841522217,
"learning_rate": 1.8035081928995788e-07,
"logits/chosen": -0.33334821462631226,
"logits/rejected": -0.32843929529190063,
"loss": 1.2936,
"step": 431
},
{
"beta_dpo/beta": 0.10785573720932007,
"beta_dpo/beta_margin_grad_mean": -0.31203174591064453,
"beta_dpo/beta_margin_grad_std": 0.2826971411705017,
"beta_dpo/beta_margin_mean": 17.94474220275879,
"beta_dpo/beta_margin_std": 30.068361282348633,
"beta_dpo/beta_used": 0.10785573720932007,
"beta_dpo/beta_used_raw": -0.6099668145179749,
"beta_dpo/gap_mean": 113.14790344238281,
"beta_dpo/gap_std": 143.69342041015625,
"beta_dpo/loss_margin_mean": 124.32618713378906,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6343612334801763,
"grad_norm": 871.7344970703125,
"learning_rate": 1.791192214186223e-07,
"logits/chosen": -0.4066033363342285,
"logits/rejected": -0.37539827823638916,
"loss": 2.6038,
"step": 432
},
{
"beta_dpo/beta": 0.2765732407569885,
"beta_dpo/beta_margin_grad_mean": -0.31871679425239563,
"beta_dpo/beta_margin_grad_std": 0.3027940094470978,
"beta_dpo/beta_margin_mean": 27.676023483276367,
"beta_dpo/beta_margin_std": 58.62560272216797,
"beta_dpo/beta_used": 0.2765732407569885,
"beta_dpo/beta_used_raw": -0.3640483319759369,
"beta_dpo/gap_mean": 112.42630767822266,
"beta_dpo/gap_std": 144.95359802246094,
"beta_dpo/loss_margin_mean": 93.55750274658203,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6358296622613803,
"grad_norm": 21.230777740478516,
"learning_rate": 1.7788949132172193e-07,
"logits/chosen": -0.358863890171051,
"logits/rejected": -0.34688135981559753,
"loss": 0.6547,
"step": 433
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47845569252967834,
"beta_dpo/beta_margin_grad_std": 0.030826503410935402,
"beta_dpo/beta_margin_mean": 0.0868024155497551,
"beta_dpo/beta_margin_std": 0.12513087689876556,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.8638619184494019,
"beta_dpo/gap_mean": 108.65299987792969,
"beta_dpo/gap_std": 142.203125,
"beta_dpo/loss_margin_mean": 86.80241394042969,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6372980910425844,
"grad_norm": 6.974902629852295,
"learning_rate": 1.7666166140378853e-07,
"logits/chosen": -0.39474016427993774,
"logits/rejected": -0.36454617977142334,
"loss": 1.3143,
"step": 434
},
{
"beta_dpo/beta": 0.4795774221420288,
"beta_dpo/beta_margin_grad_mean": -0.12648658454418182,
"beta_dpo/beta_margin_grad_std": 0.3134034276008606,
"beta_dpo/beta_margin_mean": 54.45040512084961,
"beta_dpo/beta_margin_std": 62.09480285644531,
"beta_dpo/beta_used": 0.4795774221420288,
"beta_dpo/beta_used_raw": 0.4795774221420288,
"beta_dpo/gap_mean": 108.19963073730469,
"beta_dpo/gap_std": 141.86123657226562,
"beta_dpo/loss_margin_mean": 114.60810089111328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6387665198237885,
"grad_norm": 1543.473388671875,
"learning_rate": 1.7543576401928218e-07,
"logits/chosen": -0.3778401017189026,
"logits/rejected": -0.35977697372436523,
"loss": 2.6214,
"step": 435
},
{
"beta_dpo/beta": 0.055185671895742416,
"beta_dpo/beta_margin_grad_mean": -0.30519527196884155,
"beta_dpo/beta_margin_grad_std": 0.2901572585105896,
"beta_dpo/beta_margin_mean": 5.6773810386657715,
"beta_dpo/beta_margin_std": 10.930699348449707,
"beta_dpo/beta_used": 0.055185671895742416,
"beta_dpo/beta_used_raw": -1.441216230392456,
"beta_dpo/gap_mean": 106.91453552246094,
"beta_dpo/gap_std": 138.24383544921875,
"beta_dpo/loss_margin_mean": 96.44285583496094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6402349486049926,
"grad_norm": 229.00344848632812,
"learning_rate": 1.742118314717391e-07,
"logits/chosen": -0.40563905239105225,
"logits/rejected": -0.3649734854698181,
"loss": 1.3673,
"step": 436
},
{
"beta_dpo/beta": 0.44650039076805115,
"beta_dpo/beta_margin_grad_mean": -0.31715255975723267,
"beta_dpo/beta_margin_grad_std": 0.30363377928733826,
"beta_dpo/beta_margin_mean": 45.99268341064453,
"beta_dpo/beta_margin_std": 82.80380249023438,
"beta_dpo/beta_used": 0.44650039076805115,
"beta_dpo/beta_used_raw": -0.26632630825042725,
"beta_dpo/gap_mean": 104.29106140136719,
"beta_dpo/gap_std": 136.22210693359375,
"beta_dpo/loss_margin_mean": 96.21728515625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6417033773861968,
"grad_norm": 1593.89501953125,
"learning_rate": 1.7298989601292036e-07,
"logits/chosen": -0.3833288848400116,
"logits/rejected": -0.3413906693458557,
"loss": 5.1701,
"step": 437
},
{
"beta_dpo/beta": 1.1907906532287598,
"beta_dpo/beta_margin_grad_mean": -0.1750006526708603,
"beta_dpo/beta_margin_grad_std": 0.37429773807525635,
"beta_dpo/beta_margin_mean": 154.26736450195312,
"beta_dpo/beta_margin_std": 161.1520538330078,
"beta_dpo/beta_used": 1.1907906532287598,
"beta_dpo/beta_used_raw": 1.1907906532287598,
"beta_dpo/gap_mean": 107.95907592773438,
"beta_dpo/gap_std": 133.67709350585938,
"beta_dpo/loss_margin_mean": 126.7836685180664,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6431718061674009,
"grad_norm": 7641.5771484375,
"learning_rate": 1.7176998984196144e-07,
"logits/chosen": -0.37084126472473145,
"logits/rejected": -0.3320963382720947,
"loss": 8.9122,
"step": 438
},
{
"beta_dpo/beta": 0.07319752871990204,
"beta_dpo/beta_margin_grad_mean": -0.32128748297691345,
"beta_dpo/beta_margin_grad_std": 0.2859705984592438,
"beta_dpo/beta_margin_mean": 9.903467178344727,
"beta_dpo/beta_margin_std": 17.277389526367188,
"beta_dpo/beta_used": 0.07319752871990204,
"beta_dpo/beta_used_raw": -1.7231221199035645,
"beta_dpo/gap_mean": 107.83575439453125,
"beta_dpo/gap_std": 133.11056518554688,
"beta_dpo/loss_margin_mean": 90.30883026123047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.644640234948605,
"grad_norm": 512.3974609375,
"learning_rate": 1.7055214510452458e-07,
"logits/chosen": -0.40375328063964844,
"logits/rejected": -0.4028066396713257,
"loss": 1.4163,
"step": 439
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4809180796146393,
"beta_dpo/beta_margin_grad_std": 0.031033983454108238,
"beta_dpo/beta_margin_mean": 0.0767781138420105,
"beta_dpo/beta_margin_std": 0.1251077651977539,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.205794334411621,
"beta_dpo/gap_mean": 100.31968688964844,
"beta_dpo/gap_std": 130.88662719726562,
"beta_dpo/loss_margin_mean": 76.77810668945312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6461086637298091,
"grad_norm": 11.201451301574707,
"learning_rate": 1.6933639389195134e-07,
"logits/chosen": -0.48015761375427246,
"logits/rejected": -0.44124317169189453,
"loss": 1.3123,
"step": 440
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4754822850227356,
"beta_dpo/beta_margin_grad_std": 0.036441490054130554,
"beta_dpo/beta_margin_mean": 0.09894155710935593,
"beta_dpo/beta_margin_std": 0.1482171267271042,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.326048493385315,
"beta_dpo/gap_mean": 99.0499267578125,
"beta_dpo/gap_std": 131.88418579101562,
"beta_dpo/loss_margin_mean": 98.94155883789062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6475770925110133,
"grad_norm": 12.307683944702148,
"learning_rate": 1.681227682404166e-07,
"logits/chosen": -0.4150615930557251,
"logits/rejected": -0.4018522799015045,
"loss": 1.3149,
"step": 441
},
{
"beta_dpo/beta": 0.19351361691951752,
"beta_dpo/beta_margin_grad_mean": -0.2922385334968567,
"beta_dpo/beta_margin_grad_std": 0.2803710997104645,
"beta_dpo/beta_margin_mean": 28.820743560791016,
"beta_dpo/beta_margin_std": 45.040016174316406,
"beta_dpo/beta_used": 0.19351361691951752,
"beta_dpo/beta_used_raw": -0.9432244896888733,
"beta_dpo/gap_mean": 101.88089752197266,
"beta_dpo/gap_std": 133.10354614257812,
"beta_dpo/loss_margin_mean": 124.86181640625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6490455212922174,
"grad_norm": 920.883056640625,
"learning_rate": 1.669113001300851e-07,
"logits/chosen": -0.42568036913871765,
"logits/rejected": -0.4096643924713135,
"loss": 1.2978,
"step": 442
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.48161694407463074,
"beta_dpo/beta_margin_grad_std": 0.03176787868142128,
"beta_dpo/beta_margin_mean": 0.07391852885484695,
"beta_dpo/beta_margin_std": 0.12798674404621124,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9595794677734375,
"beta_dpo/gap_mean": 100.70872497558594,
"beta_dpo/gap_std": 131.86151123046875,
"beta_dpo/loss_margin_mean": 73.91852569580078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6505139500734214,
"grad_norm": 8.173919677734375,
"learning_rate": 1.6570202148426815e-07,
"logits/chosen": -0.4086863398551941,
"logits/rejected": -0.38320356607437134,
"loss": 1.3075,
"step": 443
},
{
"beta_dpo/beta": 0.13834300637245178,
"beta_dpo/beta_margin_grad_mean": -0.29932746291160583,
"beta_dpo/beta_margin_grad_std": 0.28772518038749695,
"beta_dpo/beta_margin_mean": 17.195384979248047,
"beta_dpo/beta_margin_std": 30.380125045776367,
"beta_dpo/beta_used": 0.13834300637245178,
"beta_dpo/beta_used_raw": -0.6297559142112732,
"beta_dpo/gap_mean": 102.39837646484375,
"beta_dpo/gap_std": 133.09300231933594,
"beta_dpo/loss_margin_mean": 126.64820861816406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6519823788546255,
"grad_norm": 1877.506103515625,
"learning_rate": 1.6449496416858282e-07,
"logits/chosen": -0.38396507501602173,
"logits/rejected": -0.3728168308734894,
"loss": 2.6417,
"step": 444
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4744797348976135,
"beta_dpo/beta_margin_grad_std": 0.03470303490757942,
"beta_dpo/beta_margin_mean": 0.10285831242799759,
"beta_dpo/beta_margin_std": 0.14040379226207733,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7490635514259338,
"beta_dpo/gap_mean": 103.6148681640625,
"beta_dpo/gap_std": 134.420654296875,
"beta_dpo/loss_margin_mean": 102.85830688476562,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6534508076358296,
"grad_norm": 15.09030818939209,
"learning_rate": 1.6329015999011182e-07,
"logits/chosen": -0.4086730480194092,
"logits/rejected": -0.3865576982498169,
"loss": 1.3019,
"step": 445
},
{
"beta_dpo/beta": 0.28921666741371155,
"beta_dpo/beta_margin_grad_mean": -0.27025842666625977,
"beta_dpo/beta_margin_grad_std": 0.26976633071899414,
"beta_dpo/beta_margin_mean": 44.87013626098633,
"beta_dpo/beta_margin_std": 70.5100326538086,
"beta_dpo/beta_used": 0.28921666741371155,
"beta_dpo/beta_used_raw": -0.14518234133720398,
"beta_dpo/gap_mean": 104.75509643554688,
"beta_dpo/gap_std": 132.56423950195312,
"beta_dpo/loss_margin_mean": 121.7738265991211,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6549192364170338,
"grad_norm": 680.3995971679688,
"learning_rate": 1.6208764069656578e-07,
"logits/chosen": -0.42230162024497986,
"logits/rejected": -0.42033088207244873,
"loss": 1.0661,
"step": 446
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4698044955730438,
"beta_dpo/beta_margin_grad_std": 0.03518033027648926,
"beta_dpo/beta_margin_mean": 0.12202388048171997,
"beta_dpo/beta_margin_std": 0.14478100836277008,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.2607978880405426,
"beta_dpo/gap_mean": 110.31854248046875,
"beta_dpo/gap_std": 135.51388549804688,
"beta_dpo/loss_margin_mean": 122.02387237548828,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6563876651982379,
"grad_norm": 12.893980026245117,
"learning_rate": 1.608874379754465e-07,
"logits/chosen": -0.4422151446342468,
"logits/rejected": -0.45059633255004883,
"loss": 1.2871,
"step": 447
},
{
"beta_dpo/beta": 0.8242188692092896,
"beta_dpo/beta_margin_grad_mean": -0.2527080774307251,
"beta_dpo/beta_margin_grad_std": 0.254643052816391,
"beta_dpo/beta_margin_mean": 125.9197998046875,
"beta_dpo/beta_margin_std": 187.5569305419922,
"beta_dpo/beta_used": 0.8242188692092896,
"beta_dpo/beta_used_raw": -0.4037218689918518,
"beta_dpo/gap_mean": 111.61314392089844,
"beta_dpo/gap_std": 135.30453491210938,
"beta_dpo/loss_margin_mean": 128.5632781982422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.657856093979442,
"grad_norm": 4.838625907897949,
"learning_rate": 1.5968958345321177e-07,
"logits/chosen": -0.3758270740509033,
"logits/rejected": -0.3679637312889099,
"loss": 0.6614,
"step": 448
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4730731248855591,
"beta_dpo/beta_margin_grad_std": 0.04196110740303993,
"beta_dpo/beta_margin_mean": 0.1088365912437439,
"beta_dpo/beta_margin_std": 0.17029906809329987,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.4290629029273987,
"beta_dpo/gap_mean": 113.01295471191406,
"beta_dpo/gap_std": 139.9627685546875,
"beta_dpo/loss_margin_mean": 108.83658599853516,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6593245227606461,
"grad_norm": 8.870427131652832,
"learning_rate": 1.584941086944423e-07,
"logits/chosen": -0.4272603690624237,
"logits/rejected": -0.40170085430145264,
"loss": 1.2892,
"step": 449
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46986889839172363,
"beta_dpo/beta_margin_grad_std": 0.0339692123234272,
"beta_dpo/beta_margin_mean": 0.12120691686868668,
"beta_dpo/beta_margin_std": 0.13755354285240173,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.313100129365921,
"beta_dpo/gap_mean": 113.51698303222656,
"beta_dpo/gap_std": 141.5602264404297,
"beta_dpo/loss_margin_mean": 121.2069091796875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6607929515418502,
"grad_norm": 9.47729206085205,
"learning_rate": 1.573010452010098e-07,
"logits/chosen": -0.3865205645561218,
"logits/rejected": -0.38359227776527405,
"loss": 1.2847,
"step": 450
},
{
"beta_dpo/beta": 0.3940798044204712,
"beta_dpo/beta_margin_grad_mean": -0.33411669731140137,
"beta_dpo/beta_margin_grad_std": 0.31294018030166626,
"beta_dpo/beta_margin_mean": 42.9352912902832,
"beta_dpo/beta_margin_std": 87.50625610351562,
"beta_dpo/beta_used": 0.3940798044204712,
"beta_dpo/beta_used_raw": -0.24944308400154114,
"beta_dpo/gap_mean": 110.95838928222656,
"beta_dpo/gap_std": 140.57334899902344,
"beta_dpo/loss_margin_mean": 94.27608489990234,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6622613803230544,
"grad_norm": 3518.580078125,
"learning_rate": 1.5611042441124687e-07,
"logits/chosen": -0.3372274339199066,
"logits/rejected": -0.3046179413795471,
"loss": 7.5031,
"step": 451
},
{
"beta_dpo/beta": 0.7567883729934692,
"beta_dpo/beta_margin_grad_mean": -0.17167411744594574,
"beta_dpo/beta_margin_grad_std": 0.37626853585243225,
"beta_dpo/beta_margin_mean": 89.04338073730469,
"beta_dpo/beta_margin_std": 102.09488677978516,
"beta_dpo/beta_used": 0.7567883729934692,
"beta_dpo/beta_used_raw": 0.7567883729934692,
"beta_dpo/gap_mean": 111.77011108398438,
"beta_dpo/gap_std": 139.58013916015625,
"beta_dpo/loss_margin_mean": 117.5452651977539,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6637298091042585,
"grad_norm": 4123.4677734375,
"learning_rate": 1.549222776991186e-07,
"logits/chosen": -0.3441423773765564,
"logits/rejected": -0.35753265023231506,
"loss": 12.507,
"step": 452
},
{
"beta_dpo/beta": 0.0010159736266359687,
"beta_dpo/beta_margin_grad_mean": -0.47485530376434326,
"beta_dpo/beta_margin_grad_std": 0.03558202460408211,
"beta_dpo/beta_margin_mean": 0.10151873528957367,
"beta_dpo/beta_margin_std": 0.14481480419635773,
"beta_dpo/beta_used": 0.0010159736266359687,
"beta_dpo/beta_used_raw": -1.122417688369751,
"beta_dpo/gap_mean": 111.07215881347656,
"beta_dpo/gap_std": 140.66952514648438,
"beta_dpo/loss_margin_mean": 99.66301727294922,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6651982378854625,
"grad_norm": 8.228669166564941,
"learning_rate": 1.5373663637339584e-07,
"logits/chosen": -0.4157373905181885,
"logits/rejected": -0.38169363141059875,
"loss": 1.2991,
"step": 453
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46827903389930725,
"beta_dpo/beta_margin_grad_std": 0.03779821842908859,
"beta_dpo/beta_margin_mean": 0.1280444711446762,
"beta_dpo/beta_margin_std": 0.15373089909553528,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6103986501693726,
"beta_dpo/gap_mean": 112.77023315429688,
"beta_dpo/gap_std": 141.88412475585938,
"beta_dpo/loss_margin_mean": 128.04446411132812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6666666666666666,
"grad_norm": 7.617781162261963,
"learning_rate": 1.5255353167683017e-07,
"logits/chosen": -0.3238060176372528,
"logits/rejected": -0.2969810962677002,
"loss": 1.2903,
"step": 454
},
{
"beta_dpo/beta": 0.23283345997333527,
"beta_dpo/beta_margin_grad_mean": -0.27318888902664185,
"beta_dpo/beta_margin_grad_std": 0.2729749083518982,
"beta_dpo/beta_margin_mean": 31.724552154541016,
"beta_dpo/beta_margin_std": 55.67319107055664,
"beta_dpo/beta_used": 0.23283345997333527,
"beta_dpo/beta_used_raw": 0.23084740340709686,
"beta_dpo/gap_mean": 119.1419677734375,
"beta_dpo/gap_std": 145.837158203125,
"beta_dpo/loss_margin_mean": 164.03538513183594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6681350954478708,
"grad_norm": 257.9051208496094,
"learning_rate": 1.5137299478533064e-07,
"logits/chosen": -0.3444521725177765,
"logits/rejected": -0.35367467999458313,
"loss": 0.7604,
"step": 455
},
{
"beta_dpo/beta": 0.028770416975021362,
"beta_dpo/beta_margin_grad_mean": -0.30041444301605225,
"beta_dpo/beta_margin_grad_std": 0.25256428122520447,
"beta_dpo/beta_margin_mean": 4.620020866394043,
"beta_dpo/beta_margin_std": 7.49506950378418,
"beta_dpo/beta_used": 0.028770416975021362,
"beta_dpo/beta_used_raw": -0.5959498286247253,
"beta_dpo/gap_mean": 127.31085205078125,
"beta_dpo/gap_std": 151.3060302734375,
"beta_dpo/loss_margin_mean": 154.75982666015625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6696035242290749,
"grad_norm": 182.11668395996094,
"learning_rate": 1.5019505680714232e-07,
"logits/chosen": -0.36195001006126404,
"logits/rejected": -0.3621336817741394,
"loss": 0.9313,
"step": 456
},
{
"beta_dpo/beta": 0.9050564765930176,
"beta_dpo/beta_margin_grad_mean": -0.3133964538574219,
"beta_dpo/beta_margin_grad_std": 0.30206099152565,
"beta_dpo/beta_margin_mean": 119.8252182006836,
"beta_dpo/beta_margin_std": 193.12596130371094,
"beta_dpo/beta_used": 0.9050564765930176,
"beta_dpo/beta_used_raw": 0.25765174627304077,
"beta_dpo/gap_mean": 128.869873046875,
"beta_dpo/gap_std": 148.14273071289062,
"beta_dpo/loss_margin_mean": 125.5430908203125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.671071953010279,
"grad_norm": 2250.94482421875,
"learning_rate": 1.4901974878202627e-07,
"logits/chosen": -0.35765865445137024,
"logits/rejected": -0.3306649625301361,
"loss": 1.9311,
"step": 457
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46133655309677124,
"beta_dpo/beta_margin_grad_std": 0.03900197148323059,
"beta_dpo/beta_margin_mean": 0.15646237134933472,
"beta_dpo/beta_margin_std": 0.1608007401227951,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.31320202350616455,
"beta_dpo/gap_mean": 133.1038818359375,
"beta_dpo/gap_std": 151.08180236816406,
"beta_dpo/loss_margin_mean": 156.4623565673828,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6725403817914831,
"grad_norm": 7.672088146209717,
"learning_rate": 1.4784710168044212e-07,
"logits/chosen": -0.3376292586326599,
"logits/rejected": -0.31968408823013306,
"loss": 1.2669,
"step": 458
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46891355514526367,
"beta_dpo/beta_margin_grad_std": 0.03510946035385132,
"beta_dpo/beta_margin_mean": 0.12519963085651398,
"beta_dpo/beta_margin_std": 0.14195367693901062,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7991423606872559,
"beta_dpo/gap_mean": 132.22055053710938,
"beta_dpo/gap_std": 149.7262420654297,
"beta_dpo/loss_margin_mean": 125.19963073730469,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6740088105726872,
"grad_norm": 7.513828754425049,
"learning_rate": 1.466771464027316e-07,
"logits/chosen": -0.3106893301010132,
"logits/rejected": -0.30481159687042236,
"loss": 1.2765,
"step": 459
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46639198064804077,
"beta_dpo/beta_margin_grad_std": 0.03753071278333664,
"beta_dpo/beta_margin_mean": 0.13555875420570374,
"beta_dpo/beta_margin_std": 0.15229398012161255,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.736950159072876,
"beta_dpo/gap_mean": 132.47604370117188,
"beta_dpo/gap_std": 149.71617126464844,
"beta_dpo/loss_margin_mean": 135.55874633789062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6754772393538914,
"grad_norm": 9.385546684265137,
"learning_rate": 1.4550991377830423e-07,
"logits/chosen": -0.35042130947113037,
"logits/rejected": -0.36293381452560425,
"loss": 1.2756,
"step": 460
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4717380404472351,
"beta_dpo/beta_margin_grad_std": 0.03876164183020592,
"beta_dpo/beta_margin_mean": 0.11412369459867477,
"beta_dpo/beta_margin_std": 0.15732567012310028,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.1008927822113037,
"beta_dpo/gap_mean": 128.8672637939453,
"beta_dpo/gap_std": 150.39163208007812,
"beta_dpo/loss_margin_mean": 114.12368774414062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6769456681350955,
"grad_norm": 9.00002670288086,
"learning_rate": 1.4434543456482518e-07,
"logits/chosen": -0.3559180200099945,
"logits/rejected": -0.3427043855190277,
"loss": 1.2997,
"step": 461
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4784083962440491,
"beta_dpo/beta_margin_grad_std": 0.03373510017991066,
"beta_dpo/beta_margin_mean": 0.08696634322404861,
"beta_dpo/beta_margin_std": 0.1362220048904419,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.4599204063415527,
"beta_dpo/gap_mean": 123.946533203125,
"beta_dpo/gap_std": 149.71881103515625,
"beta_dpo/loss_margin_mean": 86.9663314819336,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6784140969162996,
"grad_norm": 9.362037658691406,
"learning_rate": 1.4318373944740484e-07,
"logits/chosen": -0.3212631940841675,
"logits/rejected": -0.29980742931365967,
"loss": 1.3102,
"step": 462
},
{
"beta_dpo/beta": 0.2805536985397339,
"beta_dpo/beta_margin_grad_mean": -0.3316049575805664,
"beta_dpo/beta_margin_grad_std": 0.31257641315460205,
"beta_dpo/beta_margin_mean": 38.56230926513672,
"beta_dpo/beta_margin_std": 81.53507232666016,
"beta_dpo/beta_used": 0.2805536985397339,
"beta_dpo/beta_used_raw": -0.2606269419193268,
"beta_dpo/gap_mean": 119.78553771972656,
"beta_dpo/gap_std": 151.25320434570312,
"beta_dpo/loss_margin_mean": 117.82292938232422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6798825256975036,
"grad_norm": 3597.947021484375,
"learning_rate": 1.4202485903778976e-07,
"logits/chosen": -0.3247862458229065,
"logits/rejected": -0.3129928708076477,
"loss": 7.63,
"step": 463
},
{
"beta_dpo/beta": 2.1228408813476562,
"beta_dpo/beta_margin_grad_mean": -0.12389523535966873,
"beta_dpo/beta_margin_grad_std": 0.3279002010822296,
"beta_dpo/beta_margin_mean": 394.66033935546875,
"beta_dpo/beta_margin_std": 431.92449951171875,
"beta_dpo/beta_used": 2.1228408813476562,
"beta_dpo/beta_used_raw": 2.1228408813476562,
"beta_dpo/gap_mean": 131.84754943847656,
"beta_dpo/gap_std": 157.7271728515625,
"beta_dpo/loss_margin_mean": 192.6825714111328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6813509544787077,
"grad_norm": 10341.1005859375,
"learning_rate": 1.4086882387355658e-07,
"logits/chosen": -0.3156416118144989,
"logits/rejected": -0.3281491696834564,
"loss": 29.0936,
"step": 464
},
{
"beta_dpo/beta": 0.4801773428916931,
"beta_dpo/beta_margin_grad_mean": -0.16912737488746643,
"beta_dpo/beta_margin_grad_std": 0.37140730023384094,
"beta_dpo/beta_margin_mean": 81.35899353027344,
"beta_dpo/beta_margin_std": 94.96959686279297,
"beta_dpo/beta_used": 0.4801773428916931,
"beta_dpo/beta_used_raw": 0.4801773428916931,
"beta_dpo/gap_mean": 137.17782592773438,
"beta_dpo/gap_std": 158.68795776367188,
"beta_dpo/loss_margin_mean": 162.17996215820312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6828193832599119,
"grad_norm": 4897.61328125,
"learning_rate": 1.3971566441730714e-07,
"logits/chosen": -0.31099051237106323,
"logits/rejected": -0.305058091878891,
"loss": 8.3958,
"step": 465
},
{
"beta_dpo/beta": 0.22260768711566925,
"beta_dpo/beta_margin_grad_mean": -0.2829422950744629,
"beta_dpo/beta_margin_grad_std": 0.2813977301120758,
"beta_dpo/beta_margin_mean": 33.30300521850586,
"beta_dpo/beta_margin_std": 57.53418731689453,
"beta_dpo/beta_used": 0.22260768711566925,
"beta_dpo/beta_used_raw": -0.26916056871414185,
"beta_dpo/gap_mean": 139.38119506835938,
"beta_dpo/gap_std": 160.36859130859375,
"beta_dpo/loss_margin_mean": 131.21505737304688,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.684287812041116,
"grad_norm": 1151.1441650390625,
"learning_rate": 1.3856541105586545e-07,
"logits/chosen": -0.3135194778442383,
"logits/rejected": -0.3104793429374695,
"loss": 1.2206,
"step": 466
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4690595865249634,
"beta_dpo/beta_margin_grad_std": 0.05179882049560547,
"beta_dpo/beta_margin_mean": 0.12564310431480408,
"beta_dpo/beta_margin_std": 0.21079717576503754,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.9833605289459229,
"beta_dpo/gap_mean": 137.7141571044922,
"beta_dpo/gap_std": 169.05447387695312,
"beta_dpo/loss_margin_mean": 125.64309692382812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6857562408223201,
"grad_norm": 9.571708679199219,
"learning_rate": 1.3741809409947729e-07,
"logits/chosen": -0.31644725799560547,
"logits/rejected": -0.29425540566444397,
"loss": 1.292,
"step": 467
},
{
"beta_dpo/beta": 0.5442880988121033,
"beta_dpo/beta_margin_grad_mean": -0.17244772613048553,
"beta_dpo/beta_margin_grad_std": 0.3269096910953522,
"beta_dpo/beta_margin_mean": 83.84257507324219,
"beta_dpo/beta_margin_std": 139.0602569580078,
"beta_dpo/beta_used": 0.5442880988121033,
"beta_dpo/beta_used_raw": 0.5442880988121033,
"beta_dpo/gap_mean": 136.60678100585938,
"beta_dpo/gap_std": 168.23411560058594,
"beta_dpo/loss_margin_mean": 139.57421875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6872246696035242,
"grad_norm": 2363.861083984375,
"learning_rate": 1.362737437810114e-07,
"logits/chosen": -0.3771149516105652,
"logits/rejected": -0.3516891598701477,
"loss": 1.9544,
"step": 468
},
{
"beta_dpo/beta": 0.5691275596618652,
"beta_dpo/beta_margin_grad_mean": -0.2979428172111511,
"beta_dpo/beta_margin_grad_std": 0.2913264036178589,
"beta_dpo/beta_margin_mean": 104.36015319824219,
"beta_dpo/beta_margin_std": 166.2760467529297,
"beta_dpo/beta_used": 0.5691275596618652,
"beta_dpo/beta_used_raw": 0.13212749361991882,
"beta_dpo/gap_mean": 139.35459899902344,
"beta_dpo/gap_std": 167.7623291015625,
"beta_dpo/loss_margin_mean": 148.57752990722656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6886930983847284,
"grad_norm": 4023.0234375,
"learning_rate": 1.351323902551631e-07,
"logits/chosen": -0.3229216933250427,
"logits/rejected": -0.2937919497489929,
"loss": 5.6201,
"step": 469
},
{
"beta_dpo/beta": 0.058329131454229355,
"beta_dpo/beta_margin_grad_mean": -0.30150657892227173,
"beta_dpo/beta_margin_grad_std": 0.2844862639904022,
"beta_dpo/beta_margin_mean": 8.915841102600098,
"beta_dpo/beta_margin_std": 17.628265380859375,
"beta_dpo/beta_used": 0.058329131454229355,
"beta_dpo/beta_used_raw": -0.260947585105896,
"beta_dpo/gap_mean": 140.06040954589844,
"beta_dpo/gap_std": 169.35638427734375,
"beta_dpo/loss_margin_mean": 151.863525390625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6901615271659325,
"grad_norm": 635.5731201171875,
"learning_rate": 1.339940635976592e-07,
"logits/chosen": -0.2994263470172882,
"logits/rejected": -0.2865986227989197,
"loss": 1.8137,
"step": 470
},
{
"beta_dpo/beta": 0.14344525337219238,
"beta_dpo/beta_margin_grad_mean": -0.32090723514556885,
"beta_dpo/beta_margin_grad_std": 0.296132355928421,
"beta_dpo/beta_margin_mean": 23.80760955810547,
"beta_dpo/beta_margin_std": 40.966461181640625,
"beta_dpo/beta_used": 0.14344525337219238,
"beta_dpo/beta_used_raw": -1.259301781654358,
"beta_dpo/gap_mean": 141.4301300048828,
"beta_dpo/gap_std": 166.99551391601562,
"beta_dpo/loss_margin_mean": 137.1492462158203,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6916299559471366,
"grad_norm": 660.4382934570312,
"learning_rate": 1.3285879380446563e-07,
"logits/chosen": -0.3323206603527069,
"logits/rejected": -0.301265686750412,
"loss": 1.5718,
"step": 471
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46238476037979126,
"beta_dpo/beta_margin_grad_std": 0.048712510615587234,
"beta_dpo/beta_margin_mean": 0.15300215780735016,
"beta_dpo/beta_margin_std": 0.2004023641347885,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.5177662372589111,
"beta_dpo/gap_mean": 141.42642211914062,
"beta_dpo/gap_std": 171.97683715820312,
"beta_dpo/loss_margin_mean": 153.0021514892578,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6930983847283406,
"grad_norm": 9.515340805053711,
"learning_rate": 1.317266107909975e-07,
"logits/chosen": -0.46395474672317505,
"logits/rejected": -0.4258913993835449,
"loss": 1.2787,
"step": 472
},
{
"beta_dpo/beta": 0.12622235715389252,
"beta_dpo/beta_margin_grad_mean": -0.3606536090373993,
"beta_dpo/beta_margin_grad_std": 0.32541587948799133,
"beta_dpo/beta_margin_mean": 11.348122596740723,
"beta_dpo/beta_margin_std": 32.52213668823242,
"beta_dpo/beta_used": 0.12622235715389252,
"beta_dpo/beta_used_raw": -2.1221091747283936,
"beta_dpo/gap_mean": 136.3826141357422,
"beta_dpo/gap_std": 172.83595275878906,
"beta_dpo/loss_margin_mean": 98.95618438720703,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6945668135095447,
"grad_norm": 874.2503051757812,
"learning_rate": 1.3059754439133002e-07,
"logits/chosen": -0.3121126890182495,
"logits/rejected": -0.27456527948379517,
"loss": 2.9427,
"step": 473
},
{
"beta_dpo/beta": 0.03025379776954651,
"beta_dpo/beta_margin_grad_mean": -0.3477736711502075,
"beta_dpo/beta_margin_grad_std": 0.26919984817504883,
"beta_dpo/beta_margin_mean": 3.4796054363250732,
"beta_dpo/beta_margin_std": 7.700491428375244,
"beta_dpo/beta_used": 0.03025379776954651,
"beta_dpo/beta_used_raw": -1.1924772262573242,
"beta_dpo/gap_mean": 128.73321533203125,
"beta_dpo/gap_std": 170.72265625,
"beta_dpo/loss_margin_mean": 102.19025421142578,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6960352422907489,
"grad_norm": 241.4309539794922,
"learning_rate": 1.2947162435741277e-07,
"logits/chosen": -0.3187577426433563,
"logits/rejected": -0.31267520785331726,
"loss": 1.019,
"step": 474
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4640824496746063,
"beta_dpo/beta_margin_grad_std": 0.03909669071435928,
"beta_dpo/beta_margin_mean": 0.14515595138072968,
"beta_dpo/beta_margin_std": 0.1593308448791504,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.4561372995376587,
"beta_dpo/gap_mean": 130.75253295898438,
"beta_dpo/gap_std": 168.95263671875,
"beta_dpo/loss_margin_mean": 145.15594482421875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.697503671071953,
"grad_norm": 7.302783966064453,
"learning_rate": 1.2834888035828596e-07,
"logits/chosen": -0.3118668496608734,
"logits/rejected": -0.32232552766799927,
"loss": 1.2878,
"step": 475
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4693569839000702,
"beta_dpo/beta_margin_grad_std": 0.03457416966557503,
"beta_dpo/beta_margin_mean": 0.12346017360687256,
"beta_dpo/beta_margin_std": 0.13980108499526978,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6184031367301941,
"beta_dpo/gap_mean": 130.04847717285156,
"beta_dpo/gap_std": 165.11314392089844,
"beta_dpo/loss_margin_mean": 123.46017456054688,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.6989720998531571,
"grad_norm": 10.900651931762695,
"learning_rate": 1.2722934197929802e-07,
"logits/chosen": -0.32981306314468384,
"logits/rejected": -0.3277033567428589,
"loss": 1.2757,
"step": 476
},
{
"beta_dpo/beta": 0.08377163857221603,
"beta_dpo/beta_margin_grad_mean": -0.3329217731952667,
"beta_dpo/beta_margin_grad_std": 0.2996887266635895,
"beta_dpo/beta_margin_mean": 9.991097450256348,
"beta_dpo/beta_margin_std": 23.768993377685547,
"beta_dpo/beta_used": 0.08377163857221603,
"beta_dpo/beta_used_raw": -0.9268441200256348,
"beta_dpo/gap_mean": 129.47628784179688,
"beta_dpo/gap_std": 165.23104858398438,
"beta_dpo/loss_margin_mean": 131.6189727783203,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7004405286343612,
"grad_norm": 881.2789306640625,
"learning_rate": 1.2611303872132631e-07,
"logits/chosen": -0.34101468324661255,
"logits/rejected": -0.27440470457077026,
"loss": 1.9278,
"step": 477
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46343475580215454,
"beta_dpo/beta_margin_grad_std": 0.039767127484083176,
"beta_dpo/beta_margin_mean": 0.14786657691001892,
"beta_dpo/beta_margin_std": 0.16245287656784058,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9066869616508484,
"beta_dpo/gap_mean": 131.2724609375,
"beta_dpo/gap_std": 162.33258056640625,
"beta_dpo/loss_margin_mean": 147.8665771484375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7019089574155654,
"grad_norm": 8.391778945922852,
"learning_rate": 1.2500000000000005e-07,
"logits/chosen": -0.3239785432815552,
"logits/rejected": -0.3198069930076599,
"loss": 1.2777,
"step": 478
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4676341712474823,
"beta_dpo/beta_margin_grad_std": 0.04058250039815903,
"beta_dpo/beta_margin_mean": 0.13071373105049133,
"beta_dpo/beta_margin_std": 0.16454558074474335,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6241159439086914,
"beta_dpo/gap_mean": 130.87498474121094,
"beta_dpo/gap_std": 161.7484893798828,
"beta_dpo/loss_margin_mean": 130.71371459960938,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7033773861967695,
"grad_norm": 9.221752166748047,
"learning_rate": 1.2389025514492456e-07,
"logits/chosen": -0.3099960684776306,
"logits/rejected": -0.3118622601032257,
"loss": 1.2909,
"step": 479
},
{
"beta_dpo/beta": 0.13506542146205902,
"beta_dpo/beta_margin_grad_mean": -0.3352108895778656,
"beta_dpo/beta_margin_grad_std": 0.31329280138015747,
"beta_dpo/beta_margin_mean": 20.978227615356445,
"beta_dpo/beta_margin_std": 46.153724670410156,
"beta_dpo/beta_used": 0.13506542146205902,
"beta_dpo/beta_used_raw": -1.191691517829895,
"beta_dpo/gap_mean": 128.6205596923828,
"beta_dpo/gap_std": 162.02749633789062,
"beta_dpo/loss_margin_mean": 111.26964569091797,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7048458149779736,
"grad_norm": 1865.645751953125,
"learning_rate": 1.227838333989088e-07,
"logits/chosen": -0.2958667278289795,
"logits/rejected": -0.261913537979126,
"loss": 4.3921,
"step": 480
},
{
"beta_dpo/beta": 0.4420124888420105,
"beta_dpo/beta_margin_grad_mean": -0.32656970620155334,
"beta_dpo/beta_margin_grad_std": 0.3070107102394104,
"beta_dpo/beta_margin_mean": 69.89620208740234,
"beta_dpo/beta_margin_std": 127.26205444335938,
"beta_dpo/beta_used": 0.4420124888420105,
"beta_dpo/beta_used_raw": -0.41111305356025696,
"beta_dpo/gap_mean": 132.35614013671875,
"beta_dpo/gap_std": 165.59747314453125,
"beta_dpo/loss_margin_mean": 140.51625061035156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7063142437591777,
"grad_norm": 6225.22705078125,
"learning_rate": 1.2168076391719489e-07,
"logits/chosen": -0.29309454560279846,
"logits/rejected": -0.2821449935436249,
"loss": 10.966,
"step": 481
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47538548707962036,
"beta_dpo/beta_margin_grad_std": 0.0424528568983078,
"beta_dpo/beta_margin_mean": 0.09938764572143555,
"beta_dpo/beta_margin_std": 0.172020822763443,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.7888857126235962,
"beta_dpo/gap_mean": 127.62977600097656,
"beta_dpo/gap_std": 167.57472229003906,
"beta_dpo/loss_margin_mean": 99.38764190673828,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7077826725403817,
"grad_norm": 7.6943440437316895,
"learning_rate": 1.2058107576668938e-07,
"logits/chosen": -0.33630889654159546,
"logits/rejected": -0.3210619390010834,
"loss": 1.2958,
"step": 482
},
{
"beta_dpo/beta": 0.26435208320617676,
"beta_dpo/beta_margin_grad_mean": -0.2773337662220001,
"beta_dpo/beta_margin_grad_std": 0.2783583700656891,
"beta_dpo/beta_margin_mean": 39.302825927734375,
"beta_dpo/beta_margin_std": 61.75477981567383,
"beta_dpo/beta_used": 0.26435208320617676,
"beta_dpo/beta_used_raw": 0.08599334955215454,
"beta_dpo/gap_mean": 130.0849151611328,
"beta_dpo/gap_std": 171.31443786621094,
"beta_dpo/loss_margin_mean": 154.75323486328125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7092511013215859,
"grad_norm": 1278.6922607421875,
"learning_rate": 1.194847979251979e-07,
"logits/chosen": -0.3326480984687805,
"logits/rejected": -0.2999170124530792,
"loss": 1.3205,
"step": 483
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46763938665390015,
"beta_dpo/beta_margin_grad_std": 0.035770609974861145,
"beta_dpo/beta_margin_mean": 0.13057366013526917,
"beta_dpo/beta_margin_std": 0.1456281840801239,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.3041430711746216,
"beta_dpo/gap_mean": 129.75552368164062,
"beta_dpo/gap_std": 164.25143432617188,
"beta_dpo/loss_margin_mean": 130.5736541748047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.71071953010279,
"grad_norm": 10.355823516845703,
"learning_rate": 1.1839195928066101e-07,
"logits/chosen": -0.3226221203804016,
"logits/rejected": -0.2984588146209717,
"loss": 1.2859,
"step": 484
},
{
"beta_dpo/beta": 0.5772560238838196,
"beta_dpo/beta_margin_grad_mean": -0.33905330300331116,
"beta_dpo/beta_margin_grad_std": 0.3175105154514313,
"beta_dpo/beta_margin_mean": 89.47730255126953,
"beta_dpo/beta_margin_std": 172.3997344970703,
"beta_dpo/beta_used": 0.5772560238838196,
"beta_dpo/beta_used_raw": 0.09787964820861816,
"beta_dpo/gap_mean": 135.1558837890625,
"beta_dpo/gap_std": 167.03604125976562,
"beta_dpo/loss_margin_mean": 159.67459106445312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7121879588839941,
"grad_norm": 9029.59765625,
"learning_rate": 1.1730258863039347e-07,
"logits/chosen": -0.3165690302848816,
"logits/rejected": -0.30851900577545166,
"loss": 17.9925,
"step": 485
},
{
"beta_dpo/beta": 0.5253121852874756,
"beta_dpo/beta_margin_grad_mean": -0.3582148551940918,
"beta_dpo/beta_margin_grad_std": 0.32531389594078064,
"beta_dpo/beta_margin_mean": 79.52362823486328,
"beta_dpo/beta_margin_std": 165.96304321289062,
"beta_dpo/beta_used": 0.5253121852874756,
"beta_dpo/beta_used_raw": 0.35201627016067505,
"beta_dpo/gap_mean": 137.73037719726562,
"beta_dpo/gap_std": 171.21456909179688,
"beta_dpo/loss_margin_mean": 145.63682556152344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7136563876651982,
"grad_norm": 8708.306640625,
"learning_rate": 1.1621671468032493e-07,
"logits/chosen": -0.3039623498916626,
"logits/rejected": -0.28515172004699707,
"loss": 24.9742,
"step": 486
},
{
"beta_dpo/beta": 0.6316623091697693,
"beta_dpo/beta_margin_grad_mean": -0.15689758956432343,
"beta_dpo/beta_margin_grad_std": 0.36151018738746643,
"beta_dpo/beta_margin_mean": 86.09791564941406,
"beta_dpo/beta_margin_std": 80.9069595336914,
"beta_dpo/beta_used": 0.6316623091697693,
"beta_dpo/beta_used_raw": 0.6316623091697693,
"beta_dpo/gap_mean": 138.84857177734375,
"beta_dpo/gap_std": 166.0025634765625,
"beta_dpo/loss_margin_mean": 136.31451416015625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7151248164464024,
"grad_norm": 4539.7001953125,
"learning_rate": 1.1513436604424378e-07,
"logits/chosen": -0.3175516128540039,
"logits/rejected": -0.30147281289100647,
"loss": 7.4951,
"step": 487
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4705146551132202,
"beta_dpo/beta_margin_grad_std": 0.025216443464159966,
"beta_dpo/beta_margin_mean": 0.11842110008001328,
"beta_dpo/beta_margin_std": 0.10160267353057861,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.245683193206787,
"beta_dpo/gap_mean": 134.59036254882812,
"beta_dpo/gap_std": 155.66152954101562,
"beta_dpo/loss_margin_mean": 118.42108917236328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7165932452276065,
"grad_norm": 10.171424865722656,
"learning_rate": 1.1405557124304335e-07,
"logits/chosen": -0.3197871446609497,
"logits/rejected": -0.2931329607963562,
"loss": 1.2797,
"step": 488
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47052738070487976,
"beta_dpo/beta_margin_grad_std": 0.03435816988348961,
"beta_dpo/beta_margin_mean": 0.11888797581195831,
"beta_dpo/beta_margin_std": 0.13958628475666046,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.862081527709961,
"beta_dpo/gap_mean": 132.25436401367188,
"beta_dpo/gap_std": 150.97909545898438,
"beta_dpo/loss_margin_mean": 118.88796997070312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7180616740088106,
"grad_norm": 7.416528701782227,
"learning_rate": 1.1298035870396985e-07,
"logits/chosen": -0.39010077714920044,
"logits/rejected": -0.36551567912101746,
"loss": 1.3069,
"step": 489
},
{
"beta_dpo/beta": 0.058361634612083435,
"beta_dpo/beta_margin_grad_mean": -0.35114118456840515,
"beta_dpo/beta_margin_grad_std": 0.3123593032360077,
"beta_dpo/beta_margin_mean": 8.510327339172363,
"beta_dpo/beta_margin_std": 16.38105583190918,
"beta_dpo/beta_used": 0.058361634612083435,
"beta_dpo/beta_used_raw": -0.9930161833763123,
"beta_dpo/gap_mean": 131.10269165039062,
"beta_dpo/gap_std": 152.6240692138672,
"beta_dpo/loss_margin_mean": 133.6477813720703,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7195301027900147,
"grad_norm": 638.021728515625,
"learning_rate": 1.1190875675987355e-07,
"logits/chosen": -0.40140801668167114,
"logits/rejected": -0.4072290062904358,
"loss": 2.6273,
"step": 490
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47306498885154724,
"beta_dpo/beta_margin_grad_std": 0.03465822711586952,
"beta_dpo/beta_margin_mean": 0.10852167010307312,
"beta_dpo/beta_margin_std": 0.14018140733242035,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.122982144355774,
"beta_dpo/gap_mean": 128.78497314453125,
"beta_dpo/gap_std": 152.2926025390625,
"beta_dpo/loss_margin_mean": 108.52165985107422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7209985315712188,
"grad_norm": 8.015692710876465,
"learning_rate": 1.1084079364846241e-07,
"logits/chosen": -0.3382050395011902,
"logits/rejected": -0.30560484528541565,
"loss": 1.2841,
"step": 491
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4801286458969116,
"beta_dpo/beta_margin_grad_std": 0.03697565570473671,
"beta_dpo/beta_margin_mean": 0.07998443394899368,
"beta_dpo/beta_margin_std": 0.14913584291934967,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.9428200721740723,
"beta_dpo/gap_mean": 120.65419006347656,
"beta_dpo/gap_std": 151.2496337890625,
"beta_dpo/loss_margin_mean": 79.98442840576172,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7224669603524229,
"grad_norm": 7.962594509124756,
"learning_rate": 1.097764975115576e-07,
"logits/chosen": -0.32057705521583557,
"logits/rejected": -0.30018332600593567,
"loss": 1.3048,
"step": 492
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4754677712917328,
"beta_dpo/beta_margin_grad_std": 0.03316526114940643,
"beta_dpo/beta_margin_mean": 0.09875541180372238,
"beta_dpo/beta_margin_std": 0.13388586044311523,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.9641090631484985,
"beta_dpo/gap_mean": 116.27113342285156,
"beta_dpo/gap_std": 149.367431640625,
"beta_dpo/loss_margin_mean": 98.75540924072266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.723935389133627,
"grad_norm": 8.332205772399902,
"learning_rate": 1.0871589639435203e-07,
"logits/chosen": -0.3866749703884125,
"logits/rejected": -0.3490540385246277,
"loss": 1.3088,
"step": 493
},
{
"beta_dpo/beta": 1.4735260009765625,
"beta_dpo/beta_margin_grad_mean": -0.15571968257427216,
"beta_dpo/beta_margin_grad_std": 0.3583217263221741,
"beta_dpo/beta_margin_mean": 210.98004150390625,
"beta_dpo/beta_margin_std": 204.13458251953125,
"beta_dpo/beta_used": 1.4735260009765625,
"beta_dpo/beta_used_raw": 1.4735260009765625,
"beta_dpo/gap_mean": 119.46544647216797,
"beta_dpo/gap_std": 148.60195922851562,
"beta_dpo/loss_margin_mean": 145.59498596191406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7254038179148311,
"grad_norm": 6623.4462890625,
"learning_rate": 1.0765901824467166e-07,
"logits/chosen": -0.2984636425971985,
"logits/rejected": -0.31005731225013733,
"loss": 4.6034,
"step": 494
},
{
"beta_dpo/beta": 0.5986773371696472,
"beta_dpo/beta_margin_grad_mean": -0.2792108356952667,
"beta_dpo/beta_margin_grad_std": 0.2721221148967743,
"beta_dpo/beta_margin_mean": 80.61207580566406,
"beta_dpo/beta_margin_std": 141.1808624267578,
"beta_dpo/beta_used": 0.5986773371696472,
"beta_dpo/beta_used_raw": -0.09175539016723633,
"beta_dpo/gap_mean": 119.32475280761719,
"beta_dpo/gap_std": 148.88406372070312,
"beta_dpo/loss_margin_mean": 118.74334716796875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7268722466960352,
"grad_norm": 1850.2857666015625,
"learning_rate": 1.0660589091223854e-07,
"logits/chosen": -0.3925628662109375,
"logits/rejected": -0.37049469351768494,
"loss": 0.6957,
"step": 495
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4757267236709595,
"beta_dpo/beta_margin_grad_std": 0.030057376250624657,
"beta_dpo/beta_margin_mean": 0.09760633856058121,
"beta_dpo/beta_margin_std": 0.12117937952280045,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.945371389389038,
"beta_dpo/gap_mean": 116.95680236816406,
"beta_dpo/gap_std": 145.31634521484375,
"beta_dpo/loss_margin_mean": 97.60633850097656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7283406754772394,
"grad_norm": 7.529769420623779,
"learning_rate": 1.0555654214793722e-07,
"logits/chosen": -0.3815876245498657,
"logits/rejected": -0.34360769391059875,
"loss": 1.3074,
"step": 496
},
{
"beta_dpo/beta": 0.8181713223457336,
"beta_dpo/beta_margin_grad_mean": -0.27269458770751953,
"beta_dpo/beta_margin_grad_std": 0.2720523774623871,
"beta_dpo/beta_margin_mean": 115.75753021240234,
"beta_dpo/beta_margin_std": 177.8175506591797,
"beta_dpo/beta_used": 0.8181713223457336,
"beta_dpo/beta_used_raw": -0.907131552696228,
"beta_dpo/gap_mean": 115.927490234375,
"beta_dpo/gap_std": 140.37762451171875,
"beta_dpo/loss_margin_mean": 105.21829986572266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7298091042584435,
"grad_norm": 2982.553955078125,
"learning_rate": 1.0451099960308374e-07,
"logits/chosen": -0.3127893805503845,
"logits/rejected": -0.2815262973308563,
"loss": 2.3877,
"step": 497
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4737287759780884,
"beta_dpo/beta_margin_grad_std": 0.037132780998945236,
"beta_dpo/beta_margin_mean": 0.10587074607610703,
"beta_dpo/beta_margin_std": 0.15012362599372864,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.5454678535461426,
"beta_dpo/gap_mean": 111.99593353271484,
"beta_dpo/gap_std": 142.203369140625,
"beta_dpo/loss_margin_mean": 105.87074279785156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7312775330396476,
"grad_norm": 8.269208908081055,
"learning_rate": 1.0346929082869641e-07,
"logits/chosen": -0.3560227155685425,
"logits/rejected": -0.323871910572052,
"loss": 1.2907,
"step": 498
},
{
"beta_dpo/beta": 0.6870215535163879,
"beta_dpo/beta_margin_grad_mean": -0.1571728140115738,
"beta_dpo/beta_margin_grad_std": 0.35055309534072876,
"beta_dpo/beta_margin_mean": 93.55929565429688,
"beta_dpo/beta_margin_std": 131.30792236328125,
"beta_dpo/beta_used": 0.6870215535163879,
"beta_dpo/beta_used_raw": 0.6870215535163879,
"beta_dpo/gap_mean": 114.74722290039062,
"beta_dpo/gap_std": 141.5767822265625,
"beta_dpo/loss_margin_mean": 125.64728546142578,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7327459618208517,
"grad_norm": 825.9117431640625,
"learning_rate": 1.0243144327477013e-07,
"logits/chosen": -0.30797550082206726,
"logits/rejected": -0.313708633184433,
"loss": 1.0329,
"step": 499
},
{
"beta_dpo/beta": 0.7255595922470093,
"beta_dpo/beta_margin_grad_mean": -0.3108097314834595,
"beta_dpo/beta_margin_grad_std": 0.3008542060852051,
"beta_dpo/beta_margin_mean": 94.36482238769531,
"beta_dpo/beta_margin_std": 166.26669311523438,
"beta_dpo/beta_used": 0.7255595922470093,
"beta_dpo/beta_used_raw": 0.49765706062316895,
"beta_dpo/gap_mean": 117.69755554199219,
"beta_dpo/gap_std": 142.67498779296875,
"beta_dpo/loss_margin_mean": 134.94979858398438,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7342143906020558,
"grad_norm": 940.185546875,
"learning_rate": 1.0139748428955333e-07,
"logits/chosen": -0.30566155910491943,
"logits/rejected": -0.30621030926704407,
"loss": 1.1587,
"step": 500
},
{
"epoch": 0.7342143906020558,
"eval_beta_dpo/beta": 0.0540650337934494,
"eval_beta_dpo/beta_margin_grad_mean": -0.4557286202907562,
"eval_beta_dpo/beta_margin_grad_std": 0.06789226830005646,
"eval_beta_dpo/beta_margin_mean": 7.248837947845459,
"eval_beta_dpo/beta_margin_std": 9.07664680480957,
"eval_beta_dpo/beta_used": 0.0540650337934494,
"eval_beta_dpo/beta_used_raw": -2.3147406578063965,
"eval_beta_dpo/gap_mean": 118.34776306152344,
"eval_beta_dpo/gap_std": 142.3097686767578,
"eval_beta_dpo/loss_margin_mean": 78.1020736694336,
"eval_beta_dpo/mask_keep_frac": 1.0,
"eval_logits/chosen": -0.35900095105171204,
"eval_logits/rejected": -0.3353206515312195,
"eval_loss": 1.3023549318313599,
"eval_runtime": 40.1743,
"eval_samples_per_second": 58.221,
"eval_steps_per_second": 1.842,
"step": 500
},
{
"beta_dpo/beta": 0.08518475294113159,
"beta_dpo/beta_margin_grad_mean": -0.31711265444755554,
"beta_dpo/beta_margin_grad_std": 0.289605975151062,
"beta_dpo/beta_margin_mean": 13.289090156555176,
"beta_dpo/beta_margin_std": 21.948522567749023,
"beta_dpo/beta_used": 0.08518475294113159,
"beta_dpo/beta_used_raw": -1.208457112312317,
"beta_dpo/gap_mean": 119.19757843017578,
"beta_dpo/gap_std": 144.50363159179688,
"beta_dpo/loss_margin_mean": 131.8070068359375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.73568281938326,
"grad_norm": 516.4696044921875,
"learning_rate": 1.0036744111882672e-07,
"logits/chosen": -0.2940847873687744,
"logits/rejected": -0.2648616433143616,
"loss": 1.1495,
"step": 501
},
{
"beta_dpo/beta": 0.3071337640285492,
"beta_dpo/beta_margin_grad_mean": -0.239473357796669,
"beta_dpo/beta_margin_grad_std": 0.23620876669883728,
"beta_dpo/beta_margin_mean": 44.45820617675781,
"beta_dpo/beta_margin_std": 64.65328979492188,
"beta_dpo/beta_used": 0.3071337640285492,
"beta_dpo/beta_used_raw": -0.02544143795967102,
"beta_dpo/gap_mean": 120.6997299194336,
"beta_dpo/gap_std": 140.1085205078125,
"beta_dpo/loss_margin_mean": 124.3865966796875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.737151248164464,
"grad_norm": 124.2741928100586,
"learning_rate": 9.934134090518592e-08,
"logits/chosen": -0.34868794679641724,
"logits/rejected": -0.3092746138572693,
"loss": 0.6492,
"step": 502
},
{
"beta_dpo/beta": 0.408588171005249,
"beta_dpo/beta_margin_grad_mean": -0.28420010209083557,
"beta_dpo/beta_margin_grad_std": 0.28162574768066406,
"beta_dpo/beta_margin_mean": 52.1716423034668,
"beta_dpo/beta_margin_std": 84.77537536621094,
"beta_dpo/beta_used": 0.408588171005249,
"beta_dpo/beta_used_raw": -0.3279840648174286,
"beta_dpo/gap_mean": 121.5184326171875,
"beta_dpo/gap_std": 136.5009765625,
"beta_dpo/loss_margin_mean": 114.87471008300781,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7386196769456681,
"grad_norm": 1218.5517578125,
"learning_rate": 9.831921068732571e-08,
"logits/chosen": -0.2874418795108795,
"logits/rejected": -0.2468714714050293,
"loss": 1.7133,
"step": 503
},
{
"beta_dpo/beta": 1.1715275049209595,
"beta_dpo/beta_margin_grad_mean": -0.27964290976524353,
"beta_dpo/beta_margin_grad_std": 0.27907973527908325,
"beta_dpo/beta_margin_mean": 199.27561950683594,
"beta_dpo/beta_margin_std": 273.30157470703125,
"beta_dpo/beta_used": 1.1715275049209595,
"beta_dpo/beta_used_raw": 0.7455565929412842,
"beta_dpo/gap_mean": 126.13829040527344,
"beta_dpo/gap_std": 136.19711303710938,
"beta_dpo/loss_margin_mean": 154.6195526123047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7400881057268722,
"grad_norm": 6307.01123046875,
"learning_rate": 9.730107739932805e-08,
"logits/chosen": -0.31520044803619385,
"logits/rejected": -0.31102991104125977,
"loss": 3.7457,
"step": 504
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47535502910614014,
"beta_dpo/beta_margin_grad_std": 0.03676827251911163,
"beta_dpo/beta_margin_mean": 0.09925924986600876,
"beta_dpo/beta_margin_std": 0.1482783406972885,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.7212300300598145,
"beta_dpo/gap_mean": 122.90274047851562,
"beta_dpo/gap_std": 139.72247314453125,
"beta_dpo/loss_margin_mean": 99.25924682617188,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7415565345080763,
"grad_norm": 8.723043441772461,
"learning_rate": 9.628696786995188e-08,
"logits/chosen": -0.3765321969985962,
"logits/rejected": -0.3430270552635193,
"loss": 1.3002,
"step": 505
},
{
"beta_dpo/beta": 0.41072434186935425,
"beta_dpo/beta_margin_grad_mean": -0.2921498417854309,
"beta_dpo/beta_margin_grad_std": 0.27914443612098694,
"beta_dpo/beta_margin_mean": 61.24283218383789,
"beta_dpo/beta_margin_std": 103.88602447509766,
"beta_dpo/beta_used": 0.41072434186935425,
"beta_dpo/beta_used_raw": 0.20597346127033234,
"beta_dpo/gap_mean": 124.59944915771484,
"beta_dpo/gap_std": 140.55581665039062,
"beta_dpo/loss_margin_mean": 139.48028564453125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7430249632892805,
"grad_norm": 916.702880859375,
"learning_rate": 9.527690882192635e-08,
"logits/chosen": -0.3146125376224518,
"logits/rejected": -0.2966008186340332,
"loss": 4.1001,
"step": 506
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47250908613204956,
"beta_dpo/beta_margin_grad_std": 0.03613479807972908,
"beta_dpo/beta_margin_mean": 0.11091171205043793,
"beta_dpo/beta_margin_std": 0.14667391777038574,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.4757391214370728,
"beta_dpo/gap_mean": 123.23077392578125,
"beta_dpo/gap_std": 141.94122314453125,
"beta_dpo/loss_margin_mean": 110.91170501708984,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7444933920704846,
"grad_norm": 11.176294326782227,
"learning_rate": 9.427092687124691e-08,
"logits/chosen": -0.3175603449344635,
"logits/rejected": -0.2914998531341553,
"loss": 1.2946,
"step": 507
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4737025201320648,
"beta_dpo/beta_margin_grad_std": 0.038725487887859344,
"beta_dpo/beta_margin_mean": 0.10615622252225876,
"beta_dpo/beta_margin_std": 0.15725988149642944,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.256690502166748,
"beta_dpo/gap_mean": 119.46562957763672,
"beta_dpo/gap_std": 144.94464111328125,
"beta_dpo/loss_margin_mean": 106.15621948242188,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7459618208516887,
"grad_norm": 8.980006217956543,
"learning_rate": 9.326904852647344e-08,
"logits/chosen": -0.3461516499519348,
"logits/rejected": -0.3254041373729706,
"loss": 1.3101,
"step": 508
},
{
"beta_dpo/beta": 0.034919556230306625,
"beta_dpo/beta_margin_grad_mean": -0.29076310992240906,
"beta_dpo/beta_margin_grad_std": 0.26489248871803284,
"beta_dpo/beta_margin_mean": 4.45152473449707,
"beta_dpo/beta_margin_std": 6.8051252365112305,
"beta_dpo/beta_used": 0.034919556230306625,
"beta_dpo/beta_used_raw": -0.7437249422073364,
"beta_dpo/gap_mean": 117.4862060546875,
"beta_dpo/gap_std": 143.86575317382812,
"beta_dpo/loss_margin_mean": 112.33943176269531,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7474302496328928,
"grad_norm": 281.12945556640625,
"learning_rate": 9.227130018803195e-08,
"logits/chosen": -0.3934116065502167,
"logits/rejected": -0.3660675883293152,
"loss": 0.8276,
"step": 509
},
{
"beta_dpo/beta": 0.6322641372680664,
"beta_dpo/beta_margin_grad_mean": -0.32574018836021423,
"beta_dpo/beta_margin_grad_std": 0.3087122440338135,
"beta_dpo/beta_margin_mean": 86.17361450195312,
"beta_dpo/beta_margin_std": 161.67727661132812,
"beta_dpo/beta_used": 0.6322641372680664,
"beta_dpo/beta_used_raw": 0.5919451713562012,
"beta_dpo/gap_mean": 120.94603729248047,
"beta_dpo/gap_std": 143.10879516601562,
"beta_dpo/loss_margin_mean": 138.92527770996094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.748898678414097,
"grad_norm": 7391.86083984375,
"learning_rate": 9.127770814751932e-08,
"logits/chosen": -0.3361413776874542,
"logits/rejected": -0.3392980992794037,
"loss": 5.2172,
"step": 510
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4689362347126007,
"beta_dpo/beta_margin_grad_std": 0.041758738458156586,
"beta_dpo/beta_margin_mean": 0.1254274845123291,
"beta_dpo/beta_margin_std": 0.16929617524147034,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9141647815704346,
"beta_dpo/gap_mean": 122.11959838867188,
"beta_dpo/gap_std": 146.7066192626953,
"beta_dpo/loss_margin_mean": 125.42748260498047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.750367107195301,
"grad_norm": 14.153034210205078,
"learning_rate": 9.028829858700973e-08,
"logits/chosen": -0.3057625889778137,
"logits/rejected": -0.2901447117328644,
"loss": 1.287,
"step": 511
},
{
"beta_dpo/beta": 0.12954731285572052,
"beta_dpo/beta_margin_grad_mean": -0.32700619101524353,
"beta_dpo/beta_margin_grad_std": 0.3073154091835022,
"beta_dpo/beta_margin_mean": 18.631834030151367,
"beta_dpo/beta_margin_std": 31.87902069091797,
"beta_dpo/beta_used": 0.12954731285572052,
"beta_dpo/beta_used_raw": -0.11738580465316772,
"beta_dpo/gap_mean": 125.70597839355469,
"beta_dpo/gap_std": 147.9683837890625,
"beta_dpo/loss_margin_mean": 142.68536376953125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7518355359765051,
"grad_norm": 1204.3978271484375,
"learning_rate": 8.930309757836516e-08,
"logits/chosen": -0.2575787305831909,
"logits/rejected": -0.2278975248336792,
"loss": 2.0045,
"step": 512
},
{
"beta_dpo/beta": 0.044924668967723846,
"beta_dpo/beta_margin_grad_mean": -0.32202252745628357,
"beta_dpo/beta_margin_grad_std": 0.2846587002277374,
"beta_dpo/beta_margin_mean": 6.217226982116699,
"beta_dpo/beta_margin_std": 10.354048728942871,
"beta_dpo/beta_used": 0.044924668967723846,
"beta_dpo/beta_used_raw": -1.4216735363006592,
"beta_dpo/gap_mean": 124.45533752441406,
"beta_dpo/gap_std": 146.31292724609375,
"beta_dpo/loss_margin_mean": 99.97219848632812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7533039647577092,
"grad_norm": 278.9576416015625,
"learning_rate": 8.832213108254863e-08,
"logits/chosen": -0.28937166929244995,
"logits/rejected": -0.23899608850479126,
"loss": 1.4199,
"step": 513
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47301986813545227,
"beta_dpo/beta_margin_grad_std": 0.04115281254053116,
"beta_dpo/beta_margin_mean": 0.10918539017438889,
"beta_dpo/beta_margin_std": 0.1675841063261032,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.3583461046218872,
"beta_dpo/gap_mean": 119.46575927734375,
"beta_dpo/gap_std": 149.45828247070312,
"beta_dpo/loss_margin_mean": 109.18538665771484,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7547723935389133,
"grad_norm": 8.001137733459473,
"learning_rate": 8.734542494893954e-08,
"logits/chosen": -0.33942490816116333,
"logits/rejected": -0.3081890940666199,
"loss": 1.2968,
"step": 514
},
{
"beta_dpo/beta": 0.7366660833358765,
"beta_dpo/beta_margin_grad_mean": -0.2994893789291382,
"beta_dpo/beta_margin_grad_std": 0.2928798794746399,
"beta_dpo/beta_margin_mean": 86.19298553466797,
"beta_dpo/beta_margin_std": 163.50563049316406,
"beta_dpo/beta_used": 0.7366660833358765,
"beta_dpo/beta_used_raw": 0.6376501321792603,
"beta_dpo/gap_mean": 117.94536590576172,
"beta_dpo/gap_std": 149.05044555664062,
"beta_dpo/loss_margin_mean": 110.93781280517578,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7562408223201175,
"grad_norm": 2712.74951171875,
"learning_rate": 8.637300491465272e-08,
"logits/chosen": -0.33565250039100647,
"logits/rejected": -0.32709378004074097,
"loss": 2.2661,
"step": 515
},
{
"beta_dpo/beta": 0.3256189227104187,
"beta_dpo/beta_margin_grad_mean": -0.17041105031967163,
"beta_dpo/beta_margin_grad_std": 0.32598721981048584,
"beta_dpo/beta_margin_mean": 44.762569427490234,
"beta_dpo/beta_margin_std": 72.75740814208984,
"beta_dpo/beta_used": 0.3256189227104187,
"beta_dpo/beta_used_raw": 0.3256189227104187,
"beta_dpo/gap_mean": 120.83750915527344,
"beta_dpo/gap_std": 148.33566284179688,
"beta_dpo/loss_margin_mean": 144.36268615722656,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7577092511013216,
"grad_norm": 2482.775634765625,
"learning_rate": 8.540489660386064e-08,
"logits/chosen": -0.30348920822143555,
"logits/rejected": -0.30661916732788086,
"loss": 3.9909,
"step": 516
},
{
"beta_dpo/beta": 0.3787996470928192,
"beta_dpo/beta_margin_grad_mean": -0.3142106235027313,
"beta_dpo/beta_margin_grad_std": 0.3018515706062317,
"beta_dpo/beta_margin_mean": 53.798763275146484,
"beta_dpo/beta_margin_std": 91.0955581665039,
"beta_dpo/beta_used": 0.3787996470928192,
"beta_dpo/beta_used_raw": -0.8146347403526306,
"beta_dpo/gap_mean": 124.02101135253906,
"beta_dpo/gap_std": 147.56996154785156,
"beta_dpo/loss_margin_mean": 129.0400848388672,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7591776798825257,
"grad_norm": 4063.2880859375,
"learning_rate": 8.444112552711752e-08,
"logits/chosen": -0.34874552488327026,
"logits/rejected": -0.3211863934993744,
"loss": 9.232,
"step": 517
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47028571367263794,
"beta_dpo/beta_margin_grad_std": 0.03980425372719765,
"beta_dpo/beta_margin_mean": 0.11989691108465195,
"beta_dpo/beta_margin_std": 0.16114358603954315,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.2156920433044434,
"beta_dpo/gap_mean": 123.86222839355469,
"beta_dpo/gap_std": 149.8852081298828,
"beta_dpo/loss_margin_mean": 119.89690399169922,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7606461086637298,
"grad_norm": 9.67983627319336,
"learning_rate": 8.348171708068747e-08,
"logits/chosen": -0.33817270398139954,
"logits/rejected": -0.3306800425052643,
"loss": 1.2903,
"step": 518
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4726635813713074,
"beta_dpo/beta_margin_grad_std": 0.035860326141119,
"beta_dpo/beta_margin_mean": 0.11023343354463577,
"beta_dpo/beta_margin_std": 0.14520837366580963,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.990078091621399,
"beta_dpo/gap_mean": 120.50178527832031,
"beta_dpo/gap_std": 149.90951538085938,
"beta_dpo/loss_margin_mean": 110.23342895507812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.762114537444934,
"grad_norm": 11.328512191772461,
"learning_rate": 8.25266965458755e-08,
"logits/chosen": -0.38129687309265137,
"logits/rejected": -0.3619292974472046,
"loss": 1.3054,
"step": 519
},
{
"beta_dpo/beta": 0.3380447328090668,
"beta_dpo/beta_margin_grad_mean": -0.2715797424316406,
"beta_dpo/beta_margin_grad_std": 0.26895225048065186,
"beta_dpo/beta_margin_mean": 49.52477264404297,
"beta_dpo/beta_margin_std": 87.04480743408203,
"beta_dpo/beta_used": 0.3380447328090668,
"beta_dpo/beta_used_raw": -1.0785763263702393,
"beta_dpo/gap_mean": 121.2685775756836,
"beta_dpo/gap_std": 148.63670349121094,
"beta_dpo/loss_margin_mean": 116.98388671875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7635829662261381,
"grad_norm": 3035.5087890625,
"learning_rate": 8.15760890883607e-08,
"logits/chosen": -0.3086138069629669,
"logits/rejected": -0.29337257146835327,
"loss": 3.5396,
"step": 520
},
{
"beta_dpo/beta": 0.7759643793106079,
"beta_dpo/beta_margin_grad_mean": -0.30295756459236145,
"beta_dpo/beta_margin_grad_std": 0.2947865128517151,
"beta_dpo/beta_margin_mean": 120.77637481689453,
"beta_dpo/beta_margin_std": 199.4180450439453,
"beta_dpo/beta_used": 0.7759643793106079,
"beta_dpo/beta_used_raw": -0.11128360033035278,
"beta_dpo/gap_mean": 117.24072265625,
"beta_dpo/gap_std": 145.8902587890625,
"beta_dpo/loss_margin_mean": 116.25064086914062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7650513950073421,
"grad_norm": 2916.091552734375,
"learning_rate": 8.062991975753378e-08,
"logits/chosen": -0.26582300662994385,
"logits/rejected": -0.24365702271461487,
"loss": 5.6064,
"step": 521
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4751797318458557,
"beta_dpo/beta_margin_grad_std": 0.03499903902411461,
"beta_dpo/beta_margin_mean": 0.09980867058038712,
"beta_dpo/beta_margin_std": 0.1410750299692154,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.123004674911499,
"beta_dpo/gap_mean": 115.89306640625,
"beta_dpo/gap_std": 145.66278076171875,
"beta_dpo/loss_margin_mean": 99.80866241455078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7665198237885462,
"grad_norm": 11.408084869384766,
"learning_rate": 7.968821348583643e-08,
"logits/chosen": -0.26223623752593994,
"logits/rejected": -0.2491573542356491,
"loss": 1.2971,
"step": 522
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4724850058555603,
"beta_dpo/beta_margin_grad_std": 0.03419146686792374,
"beta_dpo/beta_margin_mean": 0.11072482913732529,
"beta_dpo/beta_margin_std": 0.13797280192375183,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7056801319122314,
"beta_dpo/gap_mean": 114.94084167480469,
"beta_dpo/gap_std": 144.96939086914062,
"beta_dpo/loss_margin_mean": 110.72482299804688,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7679882525697503,
"grad_norm": 12.761443138122559,
"learning_rate": 7.875099508810484e-08,
"logits/chosen": -0.35182422399520874,
"logits/rejected": -0.3160788416862488,
"loss": 1.2905,
"step": 523
},
{
"beta_dpo/beta": 0.34091123938560486,
"beta_dpo/beta_margin_grad_mean": -0.28588905930519104,
"beta_dpo/beta_margin_grad_std": 0.26944512128829956,
"beta_dpo/beta_margin_mean": 39.1301383972168,
"beta_dpo/beta_margin_std": 78.40217590332031,
"beta_dpo/beta_used": 0.34091123938560486,
"beta_dpo/beta_used_raw": -0.35857832431793213,
"beta_dpo/gap_mean": 113.64476013183594,
"beta_dpo/gap_std": 142.83682250976562,
"beta_dpo/loss_margin_mean": 103.63865661621094,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7694566813509545,
"grad_norm": 1415.0672607421875,
"learning_rate": 7.781828926091535e-08,
"logits/chosen": -0.3773775100708008,
"logits/rejected": -0.3307211399078369,
"loss": 0.7133,
"step": 524
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46599993109703064,
"beta_dpo/beta_margin_grad_std": 0.03062298335134983,
"beta_dpo/beta_margin_mean": 0.13683471083641052,
"beta_dpo/beta_margin_std": 0.12389042973518372,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7509552240371704,
"beta_dpo/gap_mean": 116.8314208984375,
"beta_dpo/gap_std": 139.02029418945312,
"beta_dpo/loss_margin_mean": 136.83470153808594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7709251101321586,
"grad_norm": 11.353320121765137,
"learning_rate": 7.689012058193384e-08,
"logits/chosen": -0.29079174995422363,
"logits/rejected": -0.29601868987083435,
"loss": 1.2884,
"step": 525
},
{
"beta_dpo/beta": 1.2091269493103027,
"beta_dpo/beta_margin_grad_mean": -0.2980670630931854,
"beta_dpo/beta_margin_grad_std": 0.2918414771556854,
"beta_dpo/beta_margin_mean": 188.9692840576172,
"beta_dpo/beta_margin_std": 288.71917724609375,
"beta_dpo/beta_used": 1.2091269493103027,
"beta_dpo/beta_used_raw": 0.724345326423645,
"beta_dpo/gap_mean": 118.87196350097656,
"beta_dpo/gap_std": 137.54379272460938,
"beta_dpo/loss_margin_mean": 136.27288818359375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7723935389133627,
"grad_norm": 10179.40234375,
"learning_rate": 7.596651350926836e-08,
"logits/chosen": -0.37073665857315063,
"logits/rejected": -0.33339107036590576,
"loss": 4.632,
"step": 526
},
{
"beta_dpo/beta": 0.31047749519348145,
"beta_dpo/beta_margin_grad_mean": -0.31394025683403015,
"beta_dpo/beta_margin_grad_std": 0.2968938946723938,
"beta_dpo/beta_margin_mean": 37.45048522949219,
"beta_dpo/beta_margin_std": 69.46243286132812,
"beta_dpo/beta_used": 0.31047749519348145,
"beta_dpo/beta_used_raw": -0.9867266416549683,
"beta_dpo/gap_mean": 119.21248626708984,
"beta_dpo/gap_std": 135.69989013671875,
"beta_dpo/loss_margin_mean": 104.62269592285156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7738619676945668,
"grad_norm": 997.8250122070312,
"learning_rate": 7.504749238082414e-08,
"logits/chosen": -0.32467547059059143,
"logits/rejected": -0.28431421518325806,
"loss": 0.8418,
"step": 527
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47215956449508667,
"beta_dpo/beta_margin_grad_std": 0.03576524555683136,
"beta_dpo/beta_margin_mean": 0.11228987574577332,
"beta_dpo/beta_margin_std": 0.1448754370212555,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.420975685119629,
"beta_dpo/gap_mean": 117.36293029785156,
"beta_dpo/gap_std": 136.00509643554688,
"beta_dpo/loss_margin_mean": 112.28987121582031,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.775330396475771,
"grad_norm": 9.15918254852295,
"learning_rate": 7.413308141366254e-08,
"logits/chosen": -0.34611016511917114,
"logits/rejected": -0.3225988745689392,
"loss": 1.2992,
"step": 528
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47805625200271606,
"beta_dpo/beta_margin_grad_std": 0.02993660233914852,
"beta_dpo/beta_margin_mean": 0.08821769058704376,
"beta_dpo/beta_margin_std": 0.12073423713445663,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.3918501138687134,
"beta_dpo/gap_mean": 112.62429809570312,
"beta_dpo/gap_std": 133.21206665039062,
"beta_dpo/loss_margin_mean": 88.21768951416016,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7767988252569751,
"grad_norm": 8.978301048278809,
"learning_rate": 7.322330470336313e-08,
"logits/chosen": -0.29925012588500977,
"logits/rejected": -0.2968965470790863,
"loss": 1.3025,
"step": 529
},
{
"beta_dpo/beta": 0.8380435109138489,
"beta_dpo/beta_margin_grad_mean": -0.29539409279823303,
"beta_dpo/beta_margin_grad_std": 0.29032719135284424,
"beta_dpo/beta_margin_mean": 130.1285858154297,
"beta_dpo/beta_margin_std": 249.0910186767578,
"beta_dpo/beta_used": 0.8380435109138489,
"beta_dpo/beta_used_raw": 0.8118060231208801,
"beta_dpo/gap_mean": 116.62379455566406,
"beta_dpo/gap_std": 139.05780029296875,
"beta_dpo/loss_margin_mean": 146.89210510253906,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7782672540381792,
"grad_norm": 5670.451171875,
"learning_rate": 7.231818622338822e-08,
"logits/chosen": -0.29417866468429565,
"logits/rejected": -0.28473860025405884,
"loss": 6.8965,
"step": 530
},
{
"beta_dpo/beta": 0.3860895335674286,
"beta_dpo/beta_margin_grad_mean": -0.3058871030807495,
"beta_dpo/beta_margin_grad_std": 0.29022565484046936,
"beta_dpo/beta_margin_mean": 48.6815071105957,
"beta_dpo/beta_margin_std": 90.59869384765625,
"beta_dpo/beta_used": 0.3860895335674286,
"beta_dpo/beta_used_raw": -0.38052642345428467,
"beta_dpo/gap_mean": 118.85505676269531,
"beta_dpo/gap_std": 137.6885986328125,
"beta_dpo/loss_margin_mean": 125.42870330810547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7797356828193832,
"grad_norm": 3328.2119140625,
"learning_rate": 7.141774982445147e-08,
"logits/chosen": -0.30007681250572205,
"logits/rejected": -0.2692079246044159,
"loss": 4.4606,
"step": 531
},
{
"beta_dpo/beta": 0.25227928161621094,
"beta_dpo/beta_margin_grad_mean": -0.3480188250541687,
"beta_dpo/beta_margin_grad_std": 0.31572601199150085,
"beta_dpo/beta_margin_mean": 46.9578742980957,
"beta_dpo/beta_margin_std": 80.62285614013672,
"beta_dpo/beta_used": 0.25227928161621094,
"beta_dpo/beta_used_raw": -0.626258373260498,
"beta_dpo/gap_mean": 122.90603637695312,
"beta_dpo/gap_std": 142.55856323242188,
"beta_dpo/loss_margin_mean": 125.72514343261719,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7812041116005873,
"grad_norm": 6387.31787109375,
"learning_rate": 7.052201923388953e-08,
"logits/chosen": -0.3237287104129791,
"logits/rejected": -0.28502288460731506,
"loss": 6.5028,
"step": 532
},
{
"beta_dpo/beta": 0.10688778758049011,
"beta_dpo/beta_margin_grad_mean": -0.36453330516815186,
"beta_dpo/beta_margin_grad_std": 0.31307417154312134,
"beta_dpo/beta_margin_mean": 14.438727378845215,
"beta_dpo/beta_margin_std": 29.17506217956543,
"beta_dpo/beta_used": 0.10688778758049011,
"beta_dpo/beta_used_raw": -1.7720496654510498,
"beta_dpo/gap_mean": 116.83836364746094,
"beta_dpo/gap_std": 140.88243103027344,
"beta_dpo/loss_margin_mean": 107.61312103271484,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7826725403817915,
"grad_norm": 854.921630859375,
"learning_rate": 6.963101805503646e-08,
"logits/chosen": -0.32803478837013245,
"logits/rejected": -0.2940494418144226,
"loss": 2.1474,
"step": 533
},
{
"beta_dpo/beta": 0.4838470220565796,
"beta_dpo/beta_margin_grad_mean": -0.3121793866157532,
"beta_dpo/beta_margin_grad_std": 0.30149754881858826,
"beta_dpo/beta_margin_mean": 61.1616096496582,
"beta_dpo/beta_margin_std": 110.03469848632812,
"beta_dpo/beta_used": 0.4838470220565796,
"beta_dpo/beta_used_raw": -0.25012335181236267,
"beta_dpo/gap_mean": 119.16416931152344,
"beta_dpo/gap_std": 142.51844787597656,
"beta_dpo/loss_margin_mean": 127.46477508544922,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7841409691629956,
"grad_norm": 2596.990478515625,
"learning_rate": 6.874476976660184e-08,
"logits/chosen": -0.3111898899078369,
"logits/rejected": -0.2915695905685425,
"loss": 7.1215,
"step": 534
},
{
"beta_dpo/beta": 0.4798532724380493,
"beta_dpo/beta_margin_grad_mean": -0.25442755222320557,
"beta_dpo/beta_margin_grad_std": 0.2559193968772888,
"beta_dpo/beta_margin_mean": 74.49298858642578,
"beta_dpo/beta_margin_std": 107.83834075927734,
"beta_dpo/beta_used": 0.4798532724380493,
"beta_dpo/beta_used_raw": -0.8804515600204468,
"beta_dpo/gap_mean": 118.63661193847656,
"beta_dpo/gap_std": 141.1715087890625,
"beta_dpo/loss_margin_mean": 122.73117065429688,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7856093979441997,
"grad_norm": 5.533578395843506,
"learning_rate": 6.786329772205246e-08,
"logits/chosen": -0.34731101989746094,
"logits/rejected": -0.340278685092926,
"loss": 0.6606,
"step": 535
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46096980571746826,
"beta_dpo/beta_margin_grad_std": 0.03988654166460037,
"beta_dpo/beta_margin_mean": 0.1579839587211609,
"beta_dpo/beta_margin_std": 0.16417579352855682,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.219361811876297,
"beta_dpo/gap_mean": 126.47843933105469,
"beta_dpo/gap_std": 143.17359924316406,
"beta_dpo/loss_margin_mean": 157.9839630126953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7870778267254038,
"grad_norm": 7.822637557983398,
"learning_rate": 6.698662514899638e-08,
"logits/chosen": -0.28798243403434753,
"logits/rejected": -0.27560853958129883,
"loss": 1.2712,
"step": 536
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4682691991329193,
"beta_dpo/beta_margin_grad_std": 0.03821183741092682,
"beta_dpo/beta_margin_mean": 0.12798717617988586,
"beta_dpo/beta_margin_std": 0.15467973053455353,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.374413013458252,
"beta_dpo/gap_mean": 127.0035400390625,
"beta_dpo/gap_std": 146.7835693359375,
"beta_dpo/loss_margin_mean": 127.98716735839844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.788546255506608,
"grad_norm": 11.444367408752441,
"learning_rate": 6.611477514857114e-08,
"logits/chosen": -0.24693317711353302,
"logits/rejected": -0.20856288075447083,
"loss": 1.2903,
"step": 537
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46676576137542725,
"beta_dpo/beta_margin_grad_std": 0.03483714163303375,
"beta_dpo/beta_margin_mean": 0.1339321732521057,
"beta_dpo/beta_margin_std": 0.1410028487443924,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.4291920065879822,
"beta_dpo/gap_mean": 128.6876983642578,
"beta_dpo/gap_std": 145.996826171875,
"beta_dpo/loss_margin_mean": 133.93215942382812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7900146842878121,
"grad_norm": 8.882081031799316,
"learning_rate": 6.524777069483525e-08,
"logits/chosen": -0.34462568163871765,
"logits/rejected": -0.31714940071105957,
"loss": 1.2737,
"step": 538
},
{
"beta_dpo/beta": 0.25301647186279297,
"beta_dpo/beta_margin_grad_mean": -0.3016367256641388,
"beta_dpo/beta_margin_grad_std": 0.29386886954307556,
"beta_dpo/beta_margin_mean": 32.2935676574707,
"beta_dpo/beta_margin_std": 58.6886100769043,
"beta_dpo/beta_used": 0.25301647186279297,
"beta_dpo/beta_used_raw": -1.4830609560012817,
"beta_dpo/gap_mean": 126.75646209716797,
"beta_dpo/gap_std": 144.74050903320312,
"beta_dpo/loss_margin_mean": 107.55413818359375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7914831130690162,
"grad_norm": 1186.32177734375,
"learning_rate": 6.438563463416221e-08,
"logits/chosen": -0.30251675844192505,
"logits/rejected": -0.269988089799881,
"loss": 2.8284,
"step": 539
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4608391523361206,
"beta_dpo/beta_margin_grad_std": 0.041996635496616364,
"beta_dpo/beta_margin_mean": 0.15832501649856567,
"beta_dpo/beta_margin_std": 0.17094068229198456,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.767475962638855,
"beta_dpo/gap_mean": 128.5769805908203,
"beta_dpo/gap_std": 145.3531036376953,
"beta_dpo/loss_margin_mean": 158.32501220703125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7929515418502202,
"grad_norm": 11.150030136108398,
"learning_rate": 6.352838968463919e-08,
"logits/chosen": -0.32399916648864746,
"logits/rejected": -0.3120352029800415,
"loss": 1.2796,
"step": 540
},
{
"beta_dpo/beta": 0.4254739284515381,
"beta_dpo/beta_margin_grad_mean": -0.27390703558921814,
"beta_dpo/beta_margin_grad_std": 0.2731405198574066,
"beta_dpo/beta_margin_mean": 67.95819091796875,
"beta_dpo/beta_margin_std": 111.18570709228516,
"beta_dpo/beta_used": 0.4254739284515381,
"beta_dpo/beta_used_raw": -1.5122350454330444,
"beta_dpo/gap_mean": 130.40518188476562,
"beta_dpo/gap_std": 148.4336395263672,
"beta_dpo/loss_margin_mean": 109.54701232910156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7944199706314243,
"grad_norm": 7.361756324768066,
"learning_rate": 6.267605843546767e-08,
"logits/chosen": -0.34003913402557373,
"logits/rejected": -0.32215964794158936,
"loss": 0.6651,
"step": 541
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46578720211982727,
"beta_dpo/beta_margin_grad_std": 0.04261607676744461,
"beta_dpo/beta_margin_mean": 0.13842153549194336,
"beta_dpo/beta_margin_std": 0.17371715605258942,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.1535425186157227,
"beta_dpo/gap_mean": 129.5877227783203,
"beta_dpo/gap_std": 152.70767211914062,
"beta_dpo/loss_margin_mean": 138.42153930664062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7958883994126285,
"grad_norm": 8.798036575317383,
"learning_rate": 6.182866334636888e-08,
"logits/chosen": -0.2917734980583191,
"logits/rejected": -0.28750523924827576,
"loss": 1.3005,
"step": 542
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47245243191719055,
"beta_dpo/beta_margin_grad_std": 0.0398247130215168,
"beta_dpo/beta_margin_mean": 0.1112518459558487,
"beta_dpo/beta_margin_std": 0.1615283042192459,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.7853881120681763,
"beta_dpo/gap_mean": 126.10411071777344,
"beta_dpo/gap_std": 155.04043579101562,
"beta_dpo/loss_margin_mean": 111.25183868408203,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7973568281938326,
"grad_norm": 10.619677543640137,
"learning_rate": 6.098622674699147e-08,
"logits/chosen": -0.3245403468608856,
"logits/rejected": -0.3284730315208435,
"loss": 1.2969,
"step": 543
},
{
"beta_dpo/beta": 0.042499665170907974,
"beta_dpo/beta_margin_grad_mean": -0.3261357545852661,
"beta_dpo/beta_margin_grad_std": 0.27486762404441833,
"beta_dpo/beta_margin_mean": 6.365813732147217,
"beta_dpo/beta_margin_std": 10.63759708404541,
"beta_dpo/beta_used": 0.042499665170907974,
"beta_dpo/beta_used_raw": -0.0006970278918743134,
"beta_dpo/gap_mean": 126.75240325927734,
"beta_dpo/gap_std": 154.43374633789062,
"beta_dpo/loss_margin_mean": 138.70376586914062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.7988252569750367,
"grad_norm": 337.2016906738281,
"learning_rate": 6.01487708363232e-08,
"logits/chosen": -0.2916638255119324,
"logits/rejected": -0.29204195737838745,
"loss": 0.9386,
"step": 544
},
{
"beta_dpo/beta": 0.06862561404705048,
"beta_dpo/beta_margin_grad_mean": -0.29947012662887573,
"beta_dpo/beta_margin_grad_std": 0.2657318115234375,
"beta_dpo/beta_margin_mean": 11.304689407348633,
"beta_dpo/beta_margin_std": 18.24564552307129,
"beta_dpo/beta_used": 0.06862561404705048,
"beta_dpo/beta_used_raw": -0.3488979637622833,
"beta_dpo/gap_mean": 130.86599731445312,
"beta_dpo/gap_std": 152.92401123046875,
"beta_dpo/loss_margin_mean": 151.92410278320312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8002936857562408,
"grad_norm": 781.7689819335938,
"learning_rate": 5.9316317682106294e-08,
"logits/chosen": -0.2935147285461426,
"logits/rejected": -0.27058857679367065,
"loss": 1.6842,
"step": 545
},
{
"beta_dpo/beta": 0.188106968998909,
"beta_dpo/beta_margin_grad_mean": -0.28278061747550964,
"beta_dpo/beta_margin_grad_std": 0.28060972690582275,
"beta_dpo/beta_margin_mean": 26.020763397216797,
"beta_dpo/beta_margin_std": 42.951210021972656,
"beta_dpo/beta_used": 0.188106968998909,
"beta_dpo/beta_used_raw": -0.1429443508386612,
"beta_dpo/gap_mean": 132.23533630371094,
"beta_dpo/gap_std": 149.86732482910156,
"beta_dpo/loss_margin_mean": 125.84686279296875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.801762114537445,
"grad_norm": 752.8720092773438,
"learning_rate": 5.848888922025552e-08,
"logits/chosen": -0.27959996461868286,
"logits/rejected": -0.2727757394313812,
"loss": 1.079,
"step": 546
},
{
"beta_dpo/beta": 0.6438117027282715,
"beta_dpo/beta_margin_grad_mean": -0.33132269978523254,
"beta_dpo/beta_margin_grad_std": 0.31213411688804626,
"beta_dpo/beta_margin_mean": 104.74890899658203,
"beta_dpo/beta_margin_std": 195.10377502441406,
"beta_dpo/beta_used": 0.6438117027282715,
"beta_dpo/beta_used_raw": 0.1203995943069458,
"beta_dpo/gap_mean": 129.84857177734375,
"beta_dpo/gap_std": 149.78875732421875,
"beta_dpo/loss_margin_mean": 131.3858642578125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8032305433186491,
"grad_norm": 6136.345703125,
"learning_rate": 5.7666507254280265e-08,
"logits/chosen": -0.3318541646003723,
"logits/rejected": -0.30599403381347656,
"loss": 8.3158,
"step": 547
},
{
"beta_dpo/beta": 0.5348808765411377,
"beta_dpo/beta_margin_grad_mean": -0.2953696846961975,
"beta_dpo/beta_margin_grad_std": 0.29101452231407166,
"beta_dpo/beta_margin_mean": 72.7407455444336,
"beta_dpo/beta_margin_std": 127.447021484375,
"beta_dpo/beta_used": 0.5348808765411377,
"beta_dpo/beta_used_raw": -0.02570188045501709,
"beta_dpo/gap_mean": 132.4664764404297,
"beta_dpo/gap_std": 154.11122131347656,
"beta_dpo/loss_margin_mean": 137.2895965576172,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8046989720998532,
"grad_norm": 5.817610263824463,
"learning_rate": 5.684919345471029e-08,
"logits/chosen": -0.3109471797943115,
"logits/rejected": -0.2878919839859009,
"loss": 0.6402,
"step": 548
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4734934866428375,
"beta_dpo/beta_margin_grad_std": 0.03661532700061798,
"beta_dpo/beta_margin_mean": 0.10683414340019226,
"beta_dpo/beta_margin_std": 0.14824533462524414,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.812859058380127,
"beta_dpo/gap_mean": 128.56686401367188,
"beta_dpo/gap_std": 153.61985778808594,
"beta_dpo/loss_margin_mean": 106.83413696289062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8061674008810573,
"grad_norm": 8.842658996582031,
"learning_rate": 5.603696935852426e-08,
"logits/chosen": -0.2656526565551758,
"logits/rejected": -0.245744526386261,
"loss": 1.2953,
"step": 549
},
{
"beta_dpo/beta": 0.5795989036560059,
"beta_dpo/beta_margin_grad_mean": -0.31652987003326416,
"beta_dpo/beta_margin_grad_std": 0.3032745122909546,
"beta_dpo/beta_margin_mean": 79.51753234863281,
"beta_dpo/beta_margin_std": 137.07252502441406,
"beta_dpo/beta_used": 0.5795989036560059,
"beta_dpo/beta_used_raw": -0.1910473108291626,
"beta_dpo/gap_mean": 126.98031616210938,
"beta_dpo/gap_std": 149.06398010253906,
"beta_dpo/loss_margin_mean": 115.1662368774414,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8076358296622613,
"grad_norm": 4275.45068359375,
"learning_rate": 5.5229856368582376e-08,
"logits/chosen": -0.2921378016471863,
"logits/rejected": -0.2875661849975586,
"loss": 8.9316,
"step": 550
},
{
"beta_dpo/beta": 1.3962814807891846,
"beta_dpo/beta_margin_grad_mean": -0.18695083260536194,
"beta_dpo/beta_margin_grad_std": 0.38917961716651917,
"beta_dpo/beta_margin_mean": 232.1625518798828,
"beta_dpo/beta_margin_std": 253.87550354003906,
"beta_dpo/beta_used": 1.3962814807891846,
"beta_dpo/beta_used_raw": 1.3962814807891846,
"beta_dpo/gap_mean": 131.1296844482422,
"beta_dpo/gap_std": 147.8602752685547,
"beta_dpo/loss_margin_mean": 165.77349853515625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8091042584434655,
"grad_norm": 8295.5263671875,
"learning_rate": 5.4427875753062734e-08,
"logits/chosen": -0.30160123109817505,
"logits/rejected": -0.3009389638900757,
"loss": 11.5516,
"step": 551
},
{
"beta_dpo/beta": 0.030131345614790916,
"beta_dpo/beta_margin_grad_mean": -0.26047882437705994,
"beta_dpo/beta_margin_grad_std": 0.2447003722190857,
"beta_dpo/beta_margin_mean": 6.02596378326416,
"beta_dpo/beta_margin_std": 9.554372787475586,
"beta_dpo/beta_used": 0.030131345614790916,
"beta_dpo/beta_used_raw": -0.81267249584198,
"beta_dpo/gap_mean": 139.46234130859375,
"beta_dpo/gap_std": 153.2427520751953,
"beta_dpo/loss_margin_mean": 167.8729705810547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8105726872246696,
"grad_norm": 132.4352264404297,
"learning_rate": 5.363104864490034e-08,
"logits/chosen": -0.2840738296508789,
"logits/rejected": -0.2644941210746765,
"loss": 0.9032,
"step": 552
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4713681638240814,
"beta_dpo/beta_margin_grad_std": 0.03616320341825485,
"beta_dpo/beta_margin_mean": 0.11548375338315964,
"beta_dpo/beta_margin_std": 0.1468585580587387,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.732727289199829,
"beta_dpo/gap_mean": 136.5676727294922,
"beta_dpo/gap_std": 154.75587463378906,
"beta_dpo/loss_margin_mean": 115.4837417602539,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8120411160058737,
"grad_norm": 12.119832038879395,
"learning_rate": 5.2839396041230415e-08,
"logits/chosen": -0.2949014902114868,
"logits/rejected": -0.28429996967315674,
"loss": 1.2862,
"step": 553
},
{
"beta_dpo/beta": 1.4587900638580322,
"beta_dpo/beta_margin_grad_mean": -0.14538182318210602,
"beta_dpo/beta_margin_grad_std": 0.3477603495121002,
"beta_dpo/beta_margin_mean": 238.0844268798828,
"beta_dpo/beta_margin_std": 281.8099365234375,
"beta_dpo/beta_used": 1.4587900638580322,
"beta_dpo/beta_used_raw": 1.4587900638580322,
"beta_dpo/gap_mean": 135.99404907226562,
"beta_dpo/gap_std": 153.7836456298828,
"beta_dpo/loss_margin_mean": 152.52484130859375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8135095447870778,
"grad_norm": 4559.46533203125,
"learning_rate": 5.205293880283551e-08,
"logits/chosen": -0.3366745710372925,
"logits/rejected": -0.2806839942932129,
"loss": 5.6062,
"step": 554
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46083858609199524,
"beta_dpo/beta_margin_grad_std": 0.04272112995386124,
"beta_dpo/beta_margin_mean": 0.15844394266605377,
"beta_dpo/beta_margin_std": 0.17401549220085144,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.0361934900283813,
"beta_dpo/gap_mean": 141.6253662109375,
"beta_dpo/gap_std": 156.78480529785156,
"beta_dpo/loss_margin_mean": 158.44393920898438,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8149779735682819,
"grad_norm": 9.786598205566406,
"learning_rate": 5.127169765359515e-08,
"logits/chosen": -0.32283300161361694,
"logits/rejected": -0.32556623220443726,
"loss": 1.2716,
"step": 555
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47160035371780396,
"beta_dpo/beta_margin_grad_std": 0.03592273220419884,
"beta_dpo/beta_margin_mean": 0.11455066502094269,
"beta_dpo/beta_margin_std": 0.1455988883972168,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.443986415863037,
"beta_dpo/gap_mean": 137.80215454101562,
"beta_dpo/gap_std": 157.4153594970703,
"beta_dpo/loss_margin_mean": 114.5506591796875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8164464023494861,
"grad_norm": 9.365325927734375,
"learning_rate": 5.049569317994012e-08,
"logits/chosen": -0.26281827688217163,
"logits/rejected": -0.25179579854011536,
"loss": 1.2816,
"step": 556
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4667251408100128,
"beta_dpo/beta_margin_grad_std": 0.03912574052810669,
"beta_dpo/beta_margin_mean": 0.1342703402042389,
"beta_dpo/beta_margin_std": 0.15857142210006714,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.001009464263916,
"beta_dpo/gap_mean": 137.3007049560547,
"beta_dpo/gap_std": 157.2840576171875,
"beta_dpo/loss_margin_mean": 134.2703399658203,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8179148311306902,
"grad_norm": 9.669354438781738,
"learning_rate": 4.9724945830310144e-08,
"logits/chosen": -0.337306410074234,
"logits/rejected": -0.3294256329536438,
"loss": 1.2898,
"step": 557
},
{
"beta_dpo/beta": 1.0059072971343994,
"beta_dpo/beta_margin_grad_mean": -0.2754041254520416,
"beta_dpo/beta_margin_grad_std": 0.2766437232494354,
"beta_dpo/beta_margin_mean": 189.39646911621094,
"beta_dpo/beta_margin_std": 301.6690673828125,
"beta_dpo/beta_used": 1.0059072971343994,
"beta_dpo/beta_used_raw": 0.4606805443763733,
"beta_dpo/gap_mean": 142.946044921875,
"beta_dpo/gap_std": 159.32034301757812,
"beta_dpo/loss_margin_mean": 181.12159729003906,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8193832599118943,
"grad_norm": 3461.24609375,
"learning_rate": 4.8959475914614554e-08,
"logits/chosen": -0.3064291179180145,
"logits/rejected": -0.2867761254310608,
"loss": 1.8804,
"step": 558
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46763336658477783,
"beta_dpo/beta_margin_grad_std": 0.037108905613422394,
"beta_dpo/beta_margin_mean": 0.13055618107318878,
"beta_dpo/beta_margin_std": 0.15036651492118835,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.5490376949310303,
"beta_dpo/gap_mean": 142.8798828125,
"beta_dpo/gap_std": 159.66058349609375,
"beta_dpo/loss_margin_mean": 130.55618286132812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8208516886930984,
"grad_norm": 10.119109153747559,
"learning_rate": 4.8199303603697614e-08,
"logits/chosen": -0.29613497853279114,
"logits/rejected": -0.264508992433548,
"loss": 1.2773,
"step": 559
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4762340188026428,
"beta_dpo/beta_margin_grad_std": 0.02926693856716156,
"beta_dpo/beta_margin_mean": 0.09551002085208893,
"beta_dpo/beta_margin_std": 0.11784511804580688,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.5403027534484863,
"beta_dpo/gap_mean": 135.69216918945312,
"beta_dpo/gap_std": 153.98773193359375,
"beta_dpo/loss_margin_mean": 95.51001739501953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8223201174743024,
"grad_norm": 7.162990093231201,
"learning_rate": 4.7444448928806615e-08,
"logits/chosen": -0.3266592025756836,
"logits/rejected": -0.29840749502182007,
"loss": 1.3,
"step": 560
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4732115864753723,
"beta_dpo/beta_margin_grad_std": 0.03771474212408066,
"beta_dpo/beta_margin_mean": 0.10795173794031143,
"beta_dpo/beta_margin_std": 0.15263213217258453,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.3117592334747314,
"beta_dpo/gap_mean": 128.0847930908203,
"beta_dpo/gap_std": 150.51815795898438,
"beta_dpo/loss_margin_mean": 107.95172882080078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8237885462555066,
"grad_norm": 9.79651165008545,
"learning_rate": 4.669493178106432e-08,
"logits/chosen": -0.25924211740493774,
"logits/rejected": -0.26707911491394043,
"loss": 1.2876,
"step": 561
},
{
"beta_dpo/beta": 0.3996525704860687,
"beta_dpo/beta_margin_grad_mean": -0.18731488287448883,
"beta_dpo/beta_margin_grad_std": 0.24937215447425842,
"beta_dpo/beta_margin_mean": 71.11713409423828,
"beta_dpo/beta_margin_std": 115.91793060302734,
"beta_dpo/beta_used": 0.3996525704860687,
"beta_dpo/beta_used_raw": 0.3996525704860687,
"beta_dpo/gap_mean": 133.90435791015625,
"beta_dpo/gap_std": 153.45608520507812,
"beta_dpo/loss_margin_mean": 160.7019500732422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8252569750367107,
"grad_norm": 1593.489501953125,
"learning_rate": 4.5950771910944596e-08,
"logits/chosen": -0.2836867570877075,
"logits/rejected": -0.2583543062210083,
"loss": 0.5564,
"step": 562
},
{
"beta_dpo/beta": 0.6970747709274292,
"beta_dpo/beta_margin_grad_mean": -0.2882736921310425,
"beta_dpo/beta_margin_grad_std": 0.28458070755004883,
"beta_dpo/beta_margin_mean": 97.39839935302734,
"beta_dpo/beta_margin_std": 165.26593017578125,
"beta_dpo/beta_used": 0.6970747709274292,
"beta_dpo/beta_used_raw": -1.030278205871582,
"beta_dpo/gap_mean": 128.47000122070312,
"beta_dpo/gap_std": 152.47921752929688,
"beta_dpo/loss_margin_mean": 104.50337219238281,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8267254038179148,
"grad_norm": 5.384544372558594,
"learning_rate": 4.521198892775202e-08,
"logits/chosen": -0.2287236452102661,
"logits/rejected": -0.2236756980419159,
"loss": 0.6609,
"step": 563
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.468271940946579,
"beta_dpo/beta_margin_grad_std": 0.026733947917819023,
"beta_dpo/beta_margin_mean": 0.12744946777820587,
"beta_dpo/beta_margin_std": 0.10762052237987518,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.3562297523021698,
"beta_dpo/gap_mean": 128.43161010742188,
"beta_dpo/gap_std": 145.12420654296875,
"beta_dpo/loss_margin_mean": 127.449462890625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8281938325991189,
"grad_norm": 10.955151557922363,
"learning_rate": 4.447860229910544e-08,
"logits/chosen": -0.3264349102973938,
"logits/rejected": -0.27898818254470825,
"loss": 1.2715,
"step": 564
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46887075901031494,
"beta_dpo/beta_margin_grad_std": 0.04425227269530296,
"beta_dpo/beta_margin_mean": 0.12599852681159973,
"beta_dpo/beta_margin_std": 0.1797182410955429,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.8274688720703125,
"beta_dpo/gap_mean": 129.21328735351562,
"beta_dpo/gap_std": 149.37860107421875,
"beta_dpo/loss_margin_mean": 125.99852752685547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8296622613803231,
"grad_norm": 9.339284896850586,
"learning_rate": 4.375063135042445e-08,
"logits/chosen": -0.32135599851608276,
"logits/rejected": -0.29336240887641907,
"loss": 1.2962,
"step": 565
},
{
"beta_dpo/beta": 0.8117600679397583,
"beta_dpo/beta_margin_grad_mean": -0.31733959913253784,
"beta_dpo/beta_margin_grad_std": 0.30447834730148315,
"beta_dpo/beta_margin_mean": 146.53407287597656,
"beta_dpo/beta_margin_std": 228.20166015625,
"beta_dpo/beta_used": 0.8117600679397583,
"beta_dpo/beta_used_raw": 0.07706618309020996,
"beta_dpo/gap_mean": 126.85293579101562,
"beta_dpo/gap_std": 152.6265411376953,
"beta_dpo/loss_margin_mean": 133.81838989257812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8311306901615272,
"grad_norm": 6508.62109375,
"learning_rate": 4.3028095264420525e-08,
"logits/chosen": -0.32367947697639465,
"logits/rejected": -0.31794965267181396,
"loss": 15.8724,
"step": 566
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46915555000305176,
"beta_dpo/beta_margin_grad_std": 0.037161875516176224,
"beta_dpo/beta_margin_mean": 0.12432525306940079,
"beta_dpo/beta_margin_std": 0.15016567707061768,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7240467667579651,
"beta_dpo/gap_mean": 129.08819580078125,
"beta_dpo/gap_std": 152.85943603515625,
"beta_dpo/loss_margin_mean": 124.32524871826172,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8325991189427313,
"grad_norm": 9.504931449890137,
"learning_rate": 4.231101308059165e-08,
"logits/chosen": -0.23528262972831726,
"logits/rejected": -0.2039298713207245,
"loss": 1.278,
"step": 567
},
{
"beta_dpo/beta": 0.8461459279060364,
"beta_dpo/beta_margin_grad_mean": -0.2526528537273407,
"beta_dpo/beta_margin_grad_std": 0.24908038973808289,
"beta_dpo/beta_margin_mean": 147.88540649414062,
"beta_dpo/beta_margin_std": 209.6600341796875,
"beta_dpo/beta_used": 0.8461459279060364,
"beta_dpo/beta_used_raw": 0.6107033491134644,
"beta_dpo/gap_mean": 133.88278198242188,
"beta_dpo/gap_std": 151.78158569335938,
"beta_dpo/loss_margin_mean": 160.45494079589844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8340675477239354,
"grad_norm": 6.678622245788574,
"learning_rate": 4.1599403694720145e-08,
"logits/chosen": -0.23205448687076569,
"logits/rejected": -0.23499351739883423,
"loss": 0.6345,
"step": 568
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4686329960823059,
"beta_dpo/beta_margin_grad_std": 0.042182739824056625,
"beta_dpo/beta_margin_mean": 0.1267063468694687,
"beta_dpo/beta_margin_std": 0.1721249222755432,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.5694082379341125,
"beta_dpo/gap_mean": 132.76881408691406,
"beta_dpo/gap_std": 157.49737548828125,
"beta_dpo/loss_margin_mean": 126.70633697509766,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8355359765051396,
"grad_norm": 8.88830280303955,
"learning_rate": 4.089328585837512e-08,
"logits/chosen": -0.2558819651603699,
"logits/rejected": -0.23038721084594727,
"loss": 1.2718,
"step": 569
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4649701714515686,
"beta_dpo/beta_margin_grad_std": 0.03612607344985008,
"beta_dpo/beta_margin_mean": 0.1412174552679062,
"beta_dpo/beta_margin_std": 0.1463191956281662,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.3033900260925293,
"beta_dpo/gap_mean": 135.02297973632812,
"beta_dpo/gap_std": 156.3493194580078,
"beta_dpo/loss_margin_mean": 141.2174530029297,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8370044052863436,
"grad_norm": 9.188750267028809,
"learning_rate": 4.019267817841834e-08,
"logits/chosen": -0.2918507754802704,
"logits/rejected": -0.25753656029701233,
"loss": 1.2812,
"step": 570
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4650152325630188,
"beta_dpo/beta_margin_grad_std": 0.04063018783926964,
"beta_dpo/beta_margin_mean": 0.141206756234169,
"beta_dpo/beta_margin_std": 0.16472414135932922,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.18992829322814941,
"beta_dpo/gap_mean": 136.13604736328125,
"beta_dpo/gap_std": 156.74822998046875,
"beta_dpo/loss_margin_mean": 141.20675659179688,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8384728340675477,
"grad_norm": 9.97313117980957,
"learning_rate": 3.9497599116513705e-08,
"logits/chosen": -0.25397494435310364,
"logits/rejected": -0.2496742308139801,
"loss": 1.2632,
"step": 571
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46506214141845703,
"beta_dpo/beta_margin_grad_std": 0.04904274642467499,
"beta_dpo/beta_margin_mean": 0.1416582465171814,
"beta_dpo/beta_margin_std": 0.19958563148975372,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1367369890213013,
"beta_dpo/gap_mean": 137.13278198242188,
"beta_dpo/gap_std": 162.1319122314453,
"beta_dpo/loss_margin_mean": 141.65823364257812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8399412628487518,
"grad_norm": 8.473297119140625,
"learning_rate": 3.880806698864086e-08,
"logits/chosen": -0.1344674527645111,
"logits/rejected": -0.1297120749950409,
"loss": 1.2785,
"step": 572
},
{
"beta_dpo/beta": 0.5657570362091064,
"beta_dpo/beta_margin_grad_mean": -0.31479325890541077,
"beta_dpo/beta_margin_grad_std": 0.3017220199108124,
"beta_dpo/beta_margin_mean": 95.1263656616211,
"beta_dpo/beta_margin_std": 160.51971435546875,
"beta_dpo/beta_used": 0.5657570362091064,
"beta_dpo/beta_used_raw": -0.6155003905296326,
"beta_dpo/gap_mean": 134.93524169921875,
"beta_dpo/gap_std": 163.98435974121094,
"beta_dpo/loss_margin_mean": 134.92376708984375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8414096916299559,
"grad_norm": 2860.332763671875,
"learning_rate": 3.812409996461275e-08,
"logits/chosen": -0.21585188806056976,
"logits/rejected": -0.1981552243232727,
"loss": 1.0498,
"step": 573
},
{
"beta_dpo/beta": 0.42727431654930115,
"beta_dpo/beta_margin_grad_mean": -0.29670077562332153,
"beta_dpo/beta_margin_grad_std": 0.2917650043964386,
"beta_dpo/beta_margin_mean": 74.77179718017578,
"beta_dpo/beta_margin_std": 117.22281646728516,
"beta_dpo/beta_used": 0.42727431654930115,
"beta_dpo/beta_used_raw": -0.5097041130065918,
"beta_dpo/gap_mean": 137.75469970703125,
"beta_dpo/gap_std": 164.98902893066406,
"beta_dpo/loss_margin_mean": 151.39781188964844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8428781204111601,
"grad_norm": 4061.1669921875,
"learning_rate": 3.74457160675965e-08,
"logits/chosen": -0.2794973850250244,
"logits/rejected": -0.27186524868011475,
"loss": 7.3757,
"step": 574
},
{
"beta_dpo/beta": 0.7542173862457275,
"beta_dpo/beta_margin_grad_mean": -0.28391233086586,
"beta_dpo/beta_margin_grad_std": 0.2826778292655945,
"beta_dpo/beta_margin_mean": 144.06639099121094,
"beta_dpo/beta_margin_std": 216.29620361328125,
"beta_dpo/beta_used": 0.7542173862457275,
"beta_dpo/beta_used_raw": -1.0610246658325195,
"beta_dpo/gap_mean": 142.86614990234375,
"beta_dpo/gap_std": 165.47073364257812,
"beta_dpo/loss_margin_mean": 148.09268188476562,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8443465491923642,
"grad_norm": 5152.19970703125,
"learning_rate": 3.677293317363864e-08,
"logits/chosen": -0.23463058471679688,
"logits/rejected": -0.22157064080238342,
"loss": 10.9297,
"step": 575
},
{
"beta_dpo/beta": 0.7337521910667419,
"beta_dpo/beta_margin_grad_mean": -0.33054977655410767,
"beta_dpo/beta_margin_grad_std": 0.3121558427810669,
"beta_dpo/beta_margin_mean": 134.6069793701172,
"beta_dpo/beta_margin_std": 246.19821166992188,
"beta_dpo/beta_used": 0.7337521910667419,
"beta_dpo/beta_used_raw": -0.325950026512146,
"beta_dpo/gap_mean": 143.2208251953125,
"beta_dpo/gap_std": 170.84510803222656,
"beta_dpo/loss_margin_mean": 145.1151885986328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8458149779735683,
"grad_norm": 8114.90380859375,
"learning_rate": 3.6105769011194224e-08,
"logits/chosen": -0.19612964987754822,
"logits/rejected": -0.20850840210914612,
"loss": 15.0778,
"step": 576
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46494874358177185,
"beta_dpo/beta_margin_grad_std": 0.03526080772280693,
"beta_dpo/beta_margin_mean": 0.14119017124176025,
"beta_dpo/beta_margin_std": 0.1427299827337265,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.49266529083251953,
"beta_dpo/gap_mean": 141.38392639160156,
"beta_dpo/gap_std": 167.66371154785156,
"beta_dpo/loss_margin_mean": 141.19017028808594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8472834067547724,
"grad_norm": 10.440290451049805,
"learning_rate": 3.5444241160659304e-08,
"logits/chosen": -0.23968470096588135,
"logits/rejected": -0.20959413051605225,
"loss": 1.2622,
"step": 577
},
{
"beta_dpo/beta": 0.7611909508705139,
"beta_dpo/beta_margin_grad_mean": -0.2679000794887543,
"beta_dpo/beta_margin_grad_std": 0.26821058988571167,
"beta_dpo/beta_margin_mean": 142.5281219482422,
"beta_dpo/beta_margin_std": 197.11514282226562,
"beta_dpo/beta_used": 0.7611909508705139,
"beta_dpo/beta_used_raw": 0.006027281284332275,
"beta_dpo/gap_mean": 143.93539428710938,
"beta_dpo/gap_std": 159.52902221679688,
"beta_dpo/loss_margin_mean": 147.3227996826172,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8487518355359766,
"grad_norm": 6583.7763671875,
"learning_rate": 3.478836705390808e-08,
"logits/chosen": -0.22640444338321686,
"logits/rejected": -0.2157905399799347,
"loss": 11.5305,
"step": 578
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46830984950065613,
"beta_dpo/beta_margin_grad_std": 0.035833120346069336,
"beta_dpo/beta_margin_mean": 0.1277673989534378,
"beta_dpo/beta_margin_std": 0.14521077275276184,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.2088857889175415,
"beta_dpo/gap_mean": 139.8126220703125,
"beta_dpo/gap_std": 156.47616577148438,
"beta_dpo/loss_margin_mean": 127.76739501953125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8502202643171806,
"grad_norm": 9.89820384979248,
"learning_rate": 3.41381639738331e-08,
"logits/chosen": -0.2302914261817932,
"logits/rejected": -0.2305675745010376,
"loss": 1.2754,
"step": 579
},
{
"beta_dpo/beta": 0.6327630877494812,
"beta_dpo/beta_margin_grad_mean": -0.294393390417099,
"beta_dpo/beta_margin_grad_std": 0.2901197075843811,
"beta_dpo/beta_margin_mean": 124.6340560913086,
"beta_dpo/beta_margin_std": 214.6474151611328,
"beta_dpo/beta_used": 0.6327630877494812,
"beta_dpo/beta_used_raw": 0.005323469638824463,
"beta_dpo/gap_mean": 145.12841796875,
"beta_dpo/gap_std": 160.601318359375,
"beta_dpo/loss_margin_mean": 171.3323516845703,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8516886930983847,
"grad_norm": 4675.8388671875,
"learning_rate": 3.349364905389032e-08,
"logits/chosen": -0.2667354345321655,
"logits/rejected": -0.2596646249294281,
"loss": 3.4703,
"step": 580
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4696502089500427,
"beta_dpo/beta_margin_grad_std": 0.037816308438777924,
"beta_dpo/beta_margin_mean": 0.12241779267787933,
"beta_dpo/beta_margin_std": 0.1532379686832428,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.4444794654846191,
"beta_dpo/gap_mean": 142.22879028320312,
"beta_dpo/gap_std": 161.37136840820312,
"beta_dpo/loss_margin_mean": 122.41778564453125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8531571218795888,
"grad_norm": 11.051158905029297,
"learning_rate": 3.285483927764726e-08,
"logits/chosen": -0.2130197286605835,
"logits/rejected": -0.19874969124794006,
"loss": 1.2772,
"step": 581
},
{
"beta_dpo/beta": 0.8017593622207642,
"beta_dpo/beta_margin_grad_mean": -0.3157171308994293,
"beta_dpo/beta_margin_grad_std": 0.30175650119781494,
"beta_dpo/beta_margin_mean": 149.09133911132812,
"beta_dpo/beta_margin_std": 235.7801971435547,
"beta_dpo/beta_used": 0.8017593622207642,
"beta_dpo/beta_used_raw": 0.31641441583633423,
"beta_dpo/gap_mean": 140.53729248046875,
"beta_dpo/gap_std": 163.76708984375,
"beta_dpo/loss_margin_mean": 150.3306884765625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8546255506607929,
"grad_norm": 6046.9873046875,
"learning_rate": 3.222175147833556e-08,
"logits/chosen": -0.2035096287727356,
"logits/rejected": -0.21539103984832764,
"loss": 3.3185,
"step": 582
},
{
"beta_dpo/beta": 0.9682586193084717,
"beta_dpo/beta_margin_grad_mean": -0.30453696846961975,
"beta_dpo/beta_margin_grad_std": 0.2952696681022644,
"beta_dpo/beta_margin_mean": 162.30221557617188,
"beta_dpo/beta_margin_std": 269.2271423339844,
"beta_dpo/beta_used": 0.9682586193084717,
"beta_dpo/beta_used_raw": -1.43953537940979,
"beta_dpo/gap_mean": 141.73876953125,
"beta_dpo/gap_std": 164.75506591796875,
"beta_dpo/loss_margin_mean": 119.88349151611328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.856093979441997,
"grad_norm": 3786.101318359375,
"learning_rate": 3.159440233840763e-08,
"logits/chosen": -0.24737709760665894,
"logits/rejected": -0.2320498675107956,
"loss": 1.185,
"step": 583
},
{
"beta_dpo/beta": 1.6438066959381104,
"beta_dpo/beta_margin_grad_mean": -0.09067382663488388,
"beta_dpo/beta_margin_grad_std": 0.27994534373283386,
"beta_dpo/beta_margin_mean": 301.57366943359375,
"beta_dpo/beta_margin_std": 240.6201934814453,
"beta_dpo/beta_used": 1.6438066959381104,
"beta_dpo/beta_used_raw": 1.6438066959381104,
"beta_dpo/gap_mean": 145.17355346679688,
"beta_dpo/gap_std": 163.69281005859375,
"beta_dpo/loss_margin_mean": 184.53834533691406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8575624082232012,
"grad_norm": 8176.68701171875,
"learning_rate": 3.0972808389096635e-08,
"logits/chosen": -0.2157582938671112,
"logits/rejected": -0.18717166781425476,
"loss": 4.5156,
"step": 584
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4652203321456909,
"beta_dpo/beta_margin_grad_std": 0.04472190886735916,
"beta_dpo/beta_margin_mean": 0.14087313413619995,
"beta_dpo/beta_margin_std": 0.1823493242263794,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.062327265739441,
"beta_dpo/gap_mean": 146.427490234375,
"beta_dpo/gap_std": 167.09033203125,
"beta_dpo/loss_margin_mean": 140.87313842773438,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8590308370044053,
"grad_norm": 10.569422721862793,
"learning_rate": 3.035698600998121e-08,
"logits/chosen": -0.22004346549510956,
"logits/rejected": -0.19343584775924683,
"loss": 1.2685,
"step": 585
},
{
"beta_dpo/beta": 0.6197296380996704,
"beta_dpo/beta_margin_grad_mean": -0.34489572048187256,
"beta_dpo/beta_margin_grad_std": 0.31850454211235046,
"beta_dpo/beta_margin_mean": 77.84491729736328,
"beta_dpo/beta_margin_std": 179.86990356445312,
"beta_dpo/beta_used": 0.6197296380996704,
"beta_dpo/beta_used_raw": 0.3582208454608917,
"beta_dpo/gap_mean": 142.56971740722656,
"beta_dpo/gap_std": 166.39047241210938,
"beta_dpo/loss_margin_mean": 124.97702026367188,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8604992657856094,
"grad_norm": 6330.98046875,
"learning_rate": 2.974695142855388e-08,
"logits/chosen": -0.15243850648403168,
"logits/rejected": -0.1464701145887375,
"loss": 20.036,
"step": 586
},
{
"beta_dpo/beta": 0.1769709438085556,
"beta_dpo/beta_margin_grad_mean": -0.31770533323287964,
"beta_dpo/beta_margin_grad_std": 0.2991076707839966,
"beta_dpo/beta_margin_mean": 28.48146629333496,
"beta_dpo/beta_margin_std": 53.35295104980469,
"beta_dpo/beta_used": 0.1769709438085556,
"beta_dpo/beta_used_raw": 0.002979278564453125,
"beta_dpo/gap_mean": 141.173828125,
"beta_dpo/gap_std": 167.37734985351562,
"beta_dpo/loss_margin_mean": 143.61300659179688,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8619676945668135,
"grad_norm": 1486.959716796875,
"learning_rate": 2.9142720719793122e-08,
"logits/chosen": -0.21711990237236023,
"logits/rejected": -0.22026541829109192,
"loss": 1.6782,
"step": 587
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46673768758773804,
"beta_dpo/beta_margin_grad_std": 0.040590547025203705,
"beta_dpo/beta_margin_mean": 0.1343628466129303,
"beta_dpo/beta_margin_std": 0.16470497846603394,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.646202802658081,
"beta_dpo/gap_mean": 142.1791534423828,
"beta_dpo/gap_std": 167.677001953125,
"beta_dpo/loss_margin_mean": 134.3628387451172,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8634361233480177,
"grad_norm": 10.127455711364746,
"learning_rate": 2.8544309805740018e-08,
"logits/chosen": -0.20089392364025116,
"logits/rejected": -0.21640396118164062,
"loss": 1.2803,
"step": 588
},
{
"beta_dpo/beta": 0.7172443270683289,
"beta_dpo/beta_margin_grad_mean": -0.2917996644973755,
"beta_dpo/beta_margin_grad_std": 0.288737952709198,
"beta_dpo/beta_margin_mean": 129.02499389648438,
"beta_dpo/beta_margin_std": 218.08363342285156,
"beta_dpo/beta_used": 0.7172443270683289,
"beta_dpo/beta_used_raw": 0.6308818459510803,
"beta_dpo/gap_mean": 145.3118438720703,
"beta_dpo/gap_std": 171.17291259765625,
"beta_dpo/loss_margin_mean": 175.2359619140625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8649045521292217,
"grad_norm": 4978.62353515625,
"learning_rate": 2.7951734455078786e-08,
"logits/chosen": -0.21389494836330414,
"logits/rejected": -0.21070238947868347,
"loss": 9.0009,
"step": 589
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46174660325050354,
"beta_dpo/beta_margin_grad_std": 0.04324490576982498,
"beta_dpo/beta_margin_mean": 0.15463007986545563,
"beta_dpo/beta_margin_std": 0.1757480353116989,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1024678945541382,
"beta_dpo/gap_mean": 148.32342529296875,
"beta_dpo/gap_std": 171.41741943359375,
"beta_dpo/loss_margin_mean": 154.6300811767578,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8663729809104258,
"grad_norm": 9.892497062683105,
"learning_rate": 2.736501028272095e-08,
"logits/chosen": -0.27166497707366943,
"logits/rejected": -0.2824591398239136,
"loss": 1.2672,
"step": 590
},
{
"beta_dpo/beta": 0.8430722951889038,
"beta_dpo/beta_margin_grad_mean": -0.1681036800146103,
"beta_dpo/beta_margin_grad_std": 0.3638584315776825,
"beta_dpo/beta_margin_mean": 119.6875228881836,
"beta_dpo/beta_margin_std": 166.5166778564453,
"beta_dpo/beta_used": 0.8430722951889038,
"beta_dpo/beta_used_raw": 0.8430722951889038,
"beta_dpo/gap_mean": 147.86041259765625,
"beta_dpo/gap_std": 171.3108367919922,
"beta_dpo/loss_margin_mean": 143.2025604248047,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8678414096916299,
"grad_norm": 6685.375,
"learning_rate": 2.678415274939408e-08,
"logits/chosen": -0.18227970600128174,
"logits/rejected": -0.1490815132856369,
"loss": 8.5331,
"step": 591
},
{
"beta_dpo/beta": 0.3010109066963196,
"beta_dpo/beta_margin_grad_mean": -0.17112194001674652,
"beta_dpo/beta_margin_grad_std": 0.3744083046913147,
"beta_dpo/beta_margin_mean": 41.5831298828125,
"beta_dpo/beta_margin_std": 63.77037048339844,
"beta_dpo/beta_used": 0.3010109066963196,
"beta_dpo/beta_used_raw": 0.3010109066963196,
"beta_dpo/gap_mean": 147.7420654296875,
"beta_dpo/gap_std": 173.76480102539062,
"beta_dpo/loss_margin_mean": 142.8642120361328,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.869309838472834,
"grad_norm": 1482.502197265625,
"learning_rate": 2.6209177161234442e-08,
"logits/chosen": -0.1433703750371933,
"logits/rejected": -0.13005104660987854,
"loss": 4.0589,
"step": 592
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47312307357788086,
"beta_dpo/beta_margin_grad_std": 0.037345997989177704,
"beta_dpo/beta_margin_mean": 0.10826075077056885,
"beta_dpo/beta_margin_std": 0.15056025981903076,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6807360649108887,
"beta_dpo/gap_mean": 140.90626525878906,
"beta_dpo/gap_std": 171.15963745117188,
"beta_dpo/loss_margin_mean": 108.26074981689453,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8707782672540382,
"grad_norm": 9.439023971557617,
"learning_rate": 2.564009866938349e-08,
"logits/chosen": -0.21954259276390076,
"logits/rejected": -0.20099984109401703,
"loss": 1.2829,
"step": 593
},
{
"beta_dpo/beta": 0.978081226348877,
"beta_dpo/beta_margin_grad_mean": -0.30155855417251587,
"beta_dpo/beta_margin_grad_std": 0.29437771439552307,
"beta_dpo/beta_margin_mean": 191.28977966308594,
"beta_dpo/beta_margin_std": 318.696533203125,
"beta_dpo/beta_used": 0.978081226348877,
"beta_dpo/beta_used_raw": -0.07855743169784546,
"beta_dpo/gap_mean": 137.13877868652344,
"beta_dpo/gap_std": 171.59979248046875,
"beta_dpo/loss_margin_mean": 141.89723205566406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8722466960352423,
"grad_norm": 8501.2041015625,
"learning_rate": 2.5076932269588708e-08,
"logits/chosen": -0.24125239253044128,
"logits/rejected": -0.22039398550987244,
"loss": 5.7956,
"step": 594
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46594342589378357,
"beta_dpo/beta_margin_grad_std": 0.04041733592748642,
"beta_dpo/beta_margin_mean": 0.13782164454460144,
"beta_dpo/beta_margin_std": 0.16540595889091492,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.5019283294677734,
"beta_dpo/gap_mean": 140.37985229492188,
"beta_dpo/gap_std": 170.879638671875,
"beta_dpo/loss_margin_mean": 137.82164001464844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8737151248164464,
"grad_norm": 8.183320999145508,
"learning_rate": 2.451969280180849e-08,
"logits/chosen": -0.22626781463623047,
"logits/rejected": -0.209863543510437,
"loss": 1.2789,
"step": 595
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4717291593551636,
"beta_dpo/beta_margin_grad_std": 0.041060976684093475,
"beta_dpo/beta_margin_mean": 0.11397657543420792,
"beta_dpo/beta_margin_std": 0.1660909652709961,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.0142910480499268,
"beta_dpo/gap_mean": 135.27981567382812,
"beta_dpo/gap_std": 171.58035278320312,
"beta_dpo/loss_margin_mean": 113.97657012939453,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8751835535976505,
"grad_norm": 9.269095420837402,
"learning_rate": 2.396839494982103e-08,
"logits/chosen": -0.2307220697402954,
"logits/rejected": -0.1973237693309784,
"loss": 1.2921,
"step": 596
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46336647868156433,
"beta_dpo/beta_margin_grad_std": 0.04198829457163811,
"beta_dpo/beta_margin_mean": 0.14806897938251495,
"beta_dpo/beta_margin_std": 0.1707853525876999,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7436294555664062,
"beta_dpo/gap_mean": 138.75473022460938,
"beta_dpo/gap_std": 170.81509399414062,
"beta_dpo/loss_margin_mean": 148.0689697265625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8766519823788547,
"grad_norm": 8.808784484863281,
"learning_rate": 2.3423053240837514e-08,
"logits/chosen": -0.25807347893714905,
"logits/rejected": -0.271928995847702,
"loss": 1.2696,
"step": 597
},
{
"beta_dpo/beta": 1.4840975999832153,
"beta_dpo/beta_margin_grad_mean": -0.1805470734834671,
"beta_dpo/beta_margin_grad_std": 0.3769548535346985,
"beta_dpo/beta_margin_mean": 230.9344024658203,
"beta_dpo/beta_margin_std": 346.7568054199219,
"beta_dpo/beta_used": 1.4840975999832153,
"beta_dpo/beta_used_raw": 1.4840975999832153,
"beta_dpo/gap_mean": 137.17803955078125,
"beta_dpo/gap_std": 168.94393920898438,
"beta_dpo/loss_margin_mean": 126.81389617919922,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8781204111600588,
"grad_norm": 8300.21875,
"learning_rate": 2.2883682045119062e-08,
"logits/chosen": -0.15673092007637024,
"logits/rejected": -0.1377362161874771,
"loss": 0.7417,
"step": 598
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47013577818870544,
"beta_dpo/beta_margin_grad_std": 0.032581571489572525,
"beta_dpo/beta_margin_mean": 0.12014342844486237,
"beta_dpo/beta_margin_std": 0.1313522458076477,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.891679584980011,
"beta_dpo/gap_mean": 133.7099609375,
"beta_dpo/gap_std": 163.5647430419922,
"beta_dpo/loss_margin_mean": 120.14342498779297,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8795888399412628,
"grad_norm": 8.623753547668457,
"learning_rate": 2.2350295575598367e-08,
"logits/chosen": -0.23145388066768646,
"logits/rejected": -0.22919651865959167,
"loss": 1.2758,
"step": 599
},
{
"beta_dpo/beta": 0.5338709950447083,
"beta_dpo/beta_margin_grad_mean": -0.3133900761604309,
"beta_dpo/beta_margin_grad_std": 0.30288076400756836,
"beta_dpo/beta_margin_mean": 67.7778091430664,
"beta_dpo/beta_margin_std": 132.87322998046875,
"beta_dpo/beta_used": 0.5338709950447083,
"beta_dpo/beta_used_raw": -0.27364301681518555,
"beta_dpo/gap_mean": 130.60569763183594,
"beta_dpo/gap_std": 163.328125,
"beta_dpo/loss_margin_mean": 123.1740951538086,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8810572687224669,
"grad_norm": 6785.72021484375,
"learning_rate": 2.1822907887504932e-08,
"logits/chosen": -0.25038397312164307,
"logits/rejected": -0.22991827130317688,
"loss": 4.9835,
"step": 600
},
{
"epoch": 0.8810572687224669,
"eval_beta_dpo/beta": 0.06907455623149872,
"eval_beta_dpo/beta_margin_grad_mean": -0.45501866936683655,
"eval_beta_dpo/beta_margin_grad_std": 0.07437112927436829,
"eval_beta_dpo/beta_margin_mean": 10.027384757995605,
"eval_beta_dpo/beta_margin_std": 12.811722755432129,
"eval_beta_dpo/beta_used": 0.06907455623149872,
"eval_beta_dpo/beta_used_raw": -2.489274740219116,
"eval_beta_dpo/gap_mean": 130.01516723632812,
"eval_beta_dpo/gap_std": 165.05413818359375,
"eval_beta_dpo/loss_margin_mean": 86.860595703125,
"eval_beta_dpo/mask_keep_frac": 1.0,
"eval_logits/chosen": -0.2788536548614502,
"eval_logits/rejected": -0.2574594020843506,
"eval_loss": 1.7101179361343384,
"eval_runtime": 40.1564,
"eval_samples_per_second": 58.247,
"eval_steps_per_second": 1.843,
"step": 600
},
{
"beta_dpo/beta": 0.8004127740859985,
"beta_dpo/beta_margin_grad_mean": -0.1567797064781189,
"beta_dpo/beta_margin_grad_std": 0.36213722825050354,
"beta_dpo/beta_margin_mean": 111.2850570678711,
"beta_dpo/beta_margin_std": 138.40003967285156,
"beta_dpo/beta_used": 0.8004127740859985,
"beta_dpo/beta_used_raw": 0.8004127740859985,
"beta_dpo/gap_mean": 132.40260314941406,
"beta_dpo/gap_std": 165.82818603515625,
"beta_dpo/loss_margin_mean": 142.81410217285156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.882525697503671,
"grad_norm": 8184.26904296875,
"learning_rate": 2.1301532877994742e-08,
"logits/chosen": -0.22523418068885803,
"logits/rejected": -0.21112903952598572,
"loss": 17.4177,
"step": 601
},
{
"beta_dpo/beta": 0.405770868062973,
"beta_dpo/beta_margin_grad_mean": -0.3060374855995178,
"beta_dpo/beta_margin_grad_std": 0.2988956570625305,
"beta_dpo/beta_margin_mean": 59.608760833740234,
"beta_dpo/beta_margin_std": 99.93406677246094,
"beta_dpo/beta_used": 0.405770868062973,
"beta_dpo/beta_used_raw": -0.4077162742614746,
"beta_dpo/gap_mean": 136.0496826171875,
"beta_dpo/gap_std": 164.3628387451172,
"beta_dpo/loss_margin_mean": 162.997314453125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8839941262848752,
"grad_norm": 3134.716064453125,
"learning_rate": 2.0786184285784298e-08,
"logits/chosen": -0.2434152215719223,
"logits/rejected": -0.23451802134513855,
"loss": 3.5737,
"step": 602
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47068238258361816,
"beta_dpo/beta_margin_grad_std": 0.03925681486725807,
"beta_dpo/beta_margin_mean": 0.11826837062835693,
"beta_dpo/beta_margin_std": 0.15868444740772247,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.2860097885131836,
"beta_dpo/gap_mean": 135.49624633789062,
"beta_dpo/gap_std": 164.59576416015625,
"beta_dpo/loss_margin_mean": 118.26836395263672,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8854625550660793,
"grad_norm": 8.003498077392578,
"learning_rate": 2.0276875690788204e-08,
"logits/chosen": -0.30411213636398315,
"logits/rejected": -0.28685271739959717,
"loss": 1.281,
"step": 603
},
{
"beta_dpo/beta": 0.6322586536407471,
"beta_dpo/beta_margin_grad_mean": -0.27876517176628113,
"beta_dpo/beta_margin_grad_std": 0.2794075906276703,
"beta_dpo/beta_margin_mean": 95.61994934082031,
"beta_dpo/beta_margin_std": 150.78732299804688,
"beta_dpo/beta_used": 0.6322586536407471,
"beta_dpo/beta_used_raw": 0.08082294464111328,
"beta_dpo/gap_mean": 136.69830322265625,
"beta_dpo/gap_std": 164.337158203125,
"beta_dpo/loss_margin_mean": 149.04656982421875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8869309838472834,
"grad_norm": 724.6542358398438,
"learning_rate": 1.977362051376158e-08,
"logits/chosen": -0.2538166642189026,
"logits/rejected": -0.25749316811561584,
"loss": 0.8912,
"step": 604
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4670778810977936,
"beta_dpo/beta_margin_grad_std": 0.044755224138498306,
"beta_dpo/beta_margin_mean": 0.13371996581554413,
"beta_dpo/beta_margin_std": 0.18470925092697144,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.015389084815979,
"beta_dpo/gap_mean": 137.9195098876953,
"beta_dpo/gap_std": 170.83059692382812,
"beta_dpo/loss_margin_mean": 133.719970703125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8883994126284875,
"grad_norm": 12.376964569091797,
"learning_rate": 1.9276432015946446e-08,
"logits/chosen": -0.2761760950088501,
"logits/rejected": -0.2704794406890869,
"loss": 1.2738,
"step": 605
},
{
"beta_dpo/beta": 1.080771803855896,
"beta_dpo/beta_margin_grad_mean": -0.28311601281166077,
"beta_dpo/beta_margin_grad_std": 0.2813016474246979,
"beta_dpo/beta_margin_mean": 202.94053649902344,
"beta_dpo/beta_margin_std": 319.66082763671875,
"beta_dpo/beta_used": 1.080771803855896,
"beta_dpo/beta_used_raw": 0.5771820545196533,
"beta_dpo/gap_mean": 136.48269653320312,
"beta_dpo/gap_std": 169.08889770507812,
"beta_dpo/loss_margin_mean": 149.46290588378906,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8898678414096917,
"grad_norm": 1692.56103515625,
"learning_rate": 1.8785323298722093e-08,
"logits/chosen": -0.20563073456287384,
"logits/rejected": -0.20558518171310425,
"loss": 1.7791,
"step": 606
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47003647685050964,
"beta_dpo/beta_margin_grad_std": 0.03521895408630371,
"beta_dpo/beta_margin_mean": 0.12072371691465378,
"beta_dpo/beta_margin_std": 0.14232668280601501,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6541626453399658,
"beta_dpo/gap_mean": 136.1642303466797,
"beta_dpo/gap_std": 165.0216522216797,
"beta_dpo/loss_margin_mean": 120.72370910644531,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8913362701908958,
"grad_norm": 8.623156547546387,
"learning_rate": 1.8300307303259904e-08,
"logits/chosen": -0.28075528144836426,
"logits/rejected": -0.26314833760261536,
"loss": 1.2853,
"step": 607
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46741145849227905,
"beta_dpo/beta_margin_grad_std": 0.03372717648744583,
"beta_dpo/beta_margin_mean": 0.13120831549167633,
"beta_dpo/beta_margin_std": 0.13629145920276642,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6566117405891418,
"beta_dpo/gap_mean": 134.62435913085938,
"beta_dpo/gap_std": 160.134521484375,
"beta_dpo/loss_margin_mean": 131.20831298828125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8928046989720999,
"grad_norm": 8.3565673828125,
"learning_rate": 1.7821396810182437e-08,
"logits/chosen": -0.30109351873397827,
"logits/rejected": -0.28483152389526367,
"loss": 1.2709,
"step": 608
},
{
"beta_dpo/beta": 0.5683431029319763,
"beta_dpo/beta_margin_grad_mean": -0.11586936563253403,
"beta_dpo/beta_margin_grad_std": 0.3091588318347931,
"beta_dpo/beta_margin_mean": 91.26676177978516,
"beta_dpo/beta_margin_std": 144.23231506347656,
"beta_dpo/beta_used": 0.5683431029319763,
"beta_dpo/beta_used_raw": 0.5683431029319763,
"beta_dpo/gap_mean": 137.36264038085938,
"beta_dpo/gap_std": 161.44122314453125,
"beta_dpo/loss_margin_mean": 153.95826721191406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8942731277533039,
"grad_norm": 3484.029052734375,
"learning_rate": 1.7348604439226617e-08,
"logits/chosen": -0.26210033893585205,
"logits/rejected": -0.24275103211402893,
"loss": 0.6493,
"step": 609
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4685831665992737,
"beta_dpo/beta_margin_grad_std": 0.04099490866065025,
"beta_dpo/beta_margin_mean": 0.1268150508403778,
"beta_dpo/beta_margin_std": 0.16618604958057404,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.988802433013916,
"beta_dpo/gap_mean": 136.2181854248047,
"beta_dpo/gap_std": 160.43869018554688,
"beta_dpo/loss_margin_mean": 126.81504821777344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.895741556534508,
"grad_norm": 9.066965103149414,
"learning_rate": 1.6881942648911074e-08,
"logits/chosen": -0.25646454095840454,
"logits/rejected": -0.22565940022468567,
"loss": 1.2757,
"step": 610
},
{
"beta_dpo/beta": 0.7692165374755859,
"beta_dpo/beta_margin_grad_mean": -0.3122340738773346,
"beta_dpo/beta_margin_grad_std": 0.3016832768917084,
"beta_dpo/beta_margin_mean": 129.48629760742188,
"beta_dpo/beta_margin_std": 206.50274658203125,
"beta_dpo/beta_used": 0.7692165374755859,
"beta_dpo/beta_used_raw": 0.4401324391365051,
"beta_dpo/gap_mean": 137.39132690429688,
"beta_dpo/gap_std": 162.03436279296875,
"beta_dpo/loss_margin_mean": 148.3230438232422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8972099853157122,
"grad_norm": 7008.0810546875,
"learning_rate": 1.6421423736208e-08,
"logits/chosen": -0.20377308130264282,
"logits/rejected": -0.19680052995681763,
"loss": 8.377,
"step": 611
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4589446187019348,
"beta_dpo/beta_margin_grad_std": 0.039632294327020645,
"beta_dpo/beta_margin_mean": 0.16578657925128937,
"beta_dpo/beta_margin_std": 0.16075921058654785,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.4418590068817139,
"beta_dpo/gap_mean": 142.43182373046875,
"beta_dpo/gap_std": 161.67913818359375,
"beta_dpo/loss_margin_mean": 165.7865753173828,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.8986784140969163,
"grad_norm": 13.170220375061035,
"learning_rate": 1.5967059836219042e-08,
"logits/chosen": -0.2226446568965912,
"logits/rejected": -0.18076658248901367,
"loss": 1.2771,
"step": 612
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46369874477386475,
"beta_dpo/beta_margin_grad_std": 0.034297436475753784,
"beta_dpo/beta_margin_mean": 0.14624443650245667,
"beta_dpo/beta_margin_std": 0.13885696232318878,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.0288455486297607,
"beta_dpo/gap_mean": 144.05943298339844,
"beta_dpo/gap_std": 158.86074829101562,
"beta_dpo/loss_margin_mean": 146.2444305419922,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9001468428781204,
"grad_norm": 8.972193717956543,
"learning_rate": 1.551886292185553e-08,
"logits/chosen": -0.2800806760787964,
"logits/rejected": -0.29024672508239746,
"loss": 1.2679,
"step": 613
},
{
"beta_dpo/beta": 0.06990689039230347,
"beta_dpo/beta_margin_grad_mean": -0.3197058439254761,
"beta_dpo/beta_margin_grad_std": 0.2986561954021454,
"beta_dpo/beta_margin_mean": 12.157843589782715,
"beta_dpo/beta_margin_std": 20.12245750427246,
"beta_dpo/beta_used": 0.06990689039230347,
"beta_dpo/beta_used_raw": -0.06399475783109665,
"beta_dpo/gap_mean": 148.22630310058594,
"beta_dpo/gap_std": 159.02099609375,
"beta_dpo/loss_margin_mean": 170.205810546875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9016152716593245,
"grad_norm": 895.0585327148438,
"learning_rate": 1.507684480352292e-08,
"logits/chosen": -0.20398010313510895,
"logits/rejected": -0.21416090428829193,
"loss": 2.7127,
"step": 614
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4713370203971863,
"beta_dpo/beta_margin_grad_std": 0.036130066961050034,
"beta_dpo/beta_margin_mean": 0.1156582459807396,
"beta_dpo/beta_margin_std": 0.14664776623249054,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6342370510101318,
"beta_dpo/gap_mean": 143.90347290039062,
"beta_dpo/gap_std": 156.93869018554688,
"beta_dpo/loss_margin_mean": 115.65824127197266,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9030837004405287,
"grad_norm": 8.794045448303223,
"learning_rate": 1.4641017128809801e-08,
"logits/chosen": -0.2878304719924927,
"logits/rejected": -0.2756372094154358,
"loss": 1.2775,
"step": 615
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4739888608455658,
"beta_dpo/beta_margin_grad_std": 0.03806653246283531,
"beta_dpo/beta_margin_mean": 0.10492546856403351,
"beta_dpo/beta_margin_std": 0.15405791997909546,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -3.256364107131958,
"beta_dpo/gap_mean": 137.07403564453125,
"beta_dpo/gap_std": 155.02120971679688,
"beta_dpo/loss_margin_mean": 104.92546844482422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9045521292217328,
"grad_norm": 9.077305793762207,
"learning_rate": 1.4211391382180637e-08,
"logits/chosen": -0.2529584467411041,
"logits/rejected": -0.2234017550945282,
"loss": 1.3106,
"step": 616
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47770678997039795,
"beta_dpo/beta_margin_grad_std": 0.03402474522590637,
"beta_dpo/beta_margin_mean": 0.0897776335477829,
"beta_dpo/beta_margin_std": 0.13734619319438934,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.259263753890991,
"beta_dpo/gap_mean": 129.06411743164062,
"beta_dpo/gap_std": 153.8069305419922,
"beta_dpo/loss_margin_mean": 89.77762603759766,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9060205580029369,
"grad_norm": 8.899731636047363,
"learning_rate": 1.378797888467345e-08,
"logits/chosen": -0.23405620455741882,
"logits/rejected": -0.19954687356948853,
"loss": 1.3011,
"step": 617
},
{
"beta_dpo/beta": 0.22516019642353058,
"beta_dpo/beta_margin_grad_mean": -0.30100154876708984,
"beta_dpo/beta_margin_grad_std": 0.2931227684020996,
"beta_dpo/beta_margin_mean": 36.04357147216797,
"beta_dpo/beta_margin_std": 58.656856536865234,
"beta_dpo/beta_used": 0.22516019642353058,
"beta_dpo/beta_used_raw": -0.7018966674804688,
"beta_dpo/gap_mean": 126.19082641601562,
"beta_dpo/gap_std": 157.0688018798828,
"beta_dpo/loss_margin_mean": 128.67428588867188,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9074889867841409,
"grad_norm": 2414.7275390625,
"learning_rate": 1.3370790793601371e-08,
"logits/chosen": -0.28824859857559204,
"logits/rejected": -0.25596606731414795,
"loss": 3.6018,
"step": 618
},
{
"beta_dpo/beta": 0.32898879051208496,
"beta_dpo/beta_margin_grad_mean": -0.32226526737213135,
"beta_dpo/beta_margin_grad_std": 0.3011726140975952,
"beta_dpo/beta_margin_mean": 47.31397247314453,
"beta_dpo/beta_margin_std": 92.59415435791016,
"beta_dpo/beta_used": 0.32898879051208496,
"beta_dpo/beta_used_raw": -0.5022631883621216,
"beta_dpo/gap_mean": 127.52127075195312,
"beta_dpo/gap_std": 159.29910278320312,
"beta_dpo/loss_margin_mean": 129.31863403320312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.908957415565345,
"grad_norm": 1730.38427734375,
"learning_rate": 1.2959838102258535e-08,
"logits/chosen": -0.2695918679237366,
"logits/rejected": -0.25438401103019714,
"loss": 2.3727,
"step": 619
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46883711218833923,
"beta_dpo/beta_margin_grad_std": 0.04180603846907616,
"beta_dpo/beta_margin_mean": 0.1258520781993866,
"beta_dpo/beta_margin_std": 0.16934403777122498,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7810671329498291,
"beta_dpo/gap_mean": 128.8234405517578,
"beta_dpo/gap_std": 161.2275390625,
"beta_dpo/loss_margin_mean": 125.8520736694336,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9104258443465492,
"grad_norm": 8.195945739746094,
"learning_rate": 1.2555131639630567e-08,
"logits/chosen": -0.27168160676956177,
"logits/rejected": -0.24854370951652527,
"loss": 1.2793,
"step": 620
},
{
"beta_dpo/beta": 0.315225213766098,
"beta_dpo/beta_margin_grad_mean": -0.28073248267173767,
"beta_dpo/beta_margin_grad_std": 0.27754899859428406,
"beta_dpo/beta_margin_mean": 61.944881439208984,
"beta_dpo/beta_margin_std": 95.92522430419922,
"beta_dpo/beta_used": 0.315225213766098,
"beta_dpo/beta_used_raw": -0.001695185899734497,
"beta_dpo/gap_mean": 131.76333618164062,
"beta_dpo/gap_std": 162.11734008789062,
"beta_dpo/loss_margin_mean": 165.3124237060547,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9118942731277533,
"grad_norm": 2288.819091796875,
"learning_rate": 1.2156682070109086e-08,
"logits/chosen": -0.18687333166599274,
"logits/rejected": -0.1780368983745575,
"loss": 2.0444,
"step": 621
},
{
"beta_dpo/beta": 0.2183779627084732,
"beta_dpo/beta_margin_grad_mean": -0.3208658993244171,
"beta_dpo/beta_margin_grad_std": 0.29182958602905273,
"beta_dpo/beta_margin_mean": 35.79158401489258,
"beta_dpo/beta_margin_std": 66.24662017822266,
"beta_dpo/beta_used": 0.2183779627084732,
"beta_dpo/beta_used_raw": -1.115787386894226,
"beta_dpo/gap_mean": 136.07073974609375,
"beta_dpo/gap_std": 164.10821533203125,
"beta_dpo/loss_margin_mean": 131.12855529785156,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9133627019089574,
"grad_norm": 1909.772705078125,
"learning_rate": 1.1764499893210878e-08,
"logits/chosen": -0.2630102336406708,
"logits/rejected": -0.24436010420322418,
"loss": 2.2051,
"step": 622
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4722324013710022,
"beta_dpo/beta_margin_grad_std": 0.04376749321818352,
"beta_dpo/beta_margin_mean": 0.11244507133960724,
"beta_dpo/beta_margin_std": 0.1788908988237381,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.597635269165039,
"beta_dpo/gap_mean": 131.22195434570312,
"beta_dpo/gap_std": 165.27459716796875,
"beta_dpo/loss_margin_mean": 112.445068359375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9148311306901615,
"grad_norm": 8.092933654785156,
"learning_rate": 1.1378595443300998e-08,
"logits/chosen": -0.2123861014842987,
"logits/rejected": -0.18733005225658417,
"loss": 1.305,
"step": 623
},
{
"beta_dpo/beta": 1.4514429569244385,
"beta_dpo/beta_margin_grad_mean": -0.1736312210559845,
"beta_dpo/beta_margin_grad_std": 0.3766280710697174,
"beta_dpo/beta_margin_mean": 235.16859436035156,
"beta_dpo/beta_margin_std": 305.9576416015625,
"beta_dpo/beta_used": 1.4514429569244385,
"beta_dpo/beta_used_raw": 1.4514429569244385,
"beta_dpo/gap_mean": 134.68902587890625,
"beta_dpo/gap_std": 172.1035614013672,
"beta_dpo/loss_margin_mean": 160.6850128173828,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9162995594713657,
"grad_norm": 14112.7099609375,
"learning_rate": 1.0998978889320582e-08,
"logits/chosen": -0.31213879585266113,
"logits/rejected": -0.2707129120826721,
"loss": 18.6323,
"step": 624
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46674269437789917,
"beta_dpo/beta_margin_grad_std": 0.03943945840001106,
"beta_dpo/beta_margin_mean": 0.13447730243206024,
"beta_dpo/beta_margin_std": 0.16113615036010742,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.086260437965393,
"beta_dpo/gap_mean": 135.93350219726562,
"beta_dpo/gap_std": 170.4825439453125,
"beta_dpo/loss_margin_mean": 134.477294921875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9177679882525698,
"grad_norm": 8.834936141967773,
"learning_rate": 1.0625660234518913e-08,
"logits/chosen": -0.24899110198020935,
"logits/rejected": -0.22103792428970337,
"loss": 1.277,
"step": 625
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47088930010795593,
"beta_dpo/beta_margin_grad_std": 0.03784249722957611,
"beta_dpo/beta_margin_mean": 0.11733278632164001,
"beta_dpo/beta_margin_std": 0.15290819108486176,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6771858930587769,
"beta_dpo/gap_mean": 132.06570434570312,
"beta_dpo/gap_std": 165.1246337890625,
"beta_dpo/loss_margin_mean": 117.33277893066406,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9192364170337739,
"grad_norm": 11.363311767578125,
"learning_rate": 1.0258649316189721e-08,
"logits/chosen": -0.30383527278900146,
"logits/rejected": -0.27899685502052307,
"loss": 1.2908,
"step": 626
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4600542187690735,
"beta_dpo/beta_margin_grad_std": 0.04917608201503754,
"beta_dpo/beta_margin_mean": 0.16240194439888,
"beta_dpo/beta_margin_std": 0.2026146799325943,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.715671956539154,
"beta_dpo/gap_mean": 135.79798889160156,
"beta_dpo/gap_std": 170.36813354492188,
"beta_dpo/loss_margin_mean": 162.4019317626953,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.920704845814978,
"grad_norm": 10.255217552185059,
"learning_rate": 9.897955805412e-09,
"logits/chosen": -0.2576707601547241,
"logits/rejected": -0.27673864364624023,
"loss": 1.2721,
"step": 627
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46119076013565063,
"beta_dpo/beta_margin_grad_std": 0.04088958352804184,
"beta_dpo/beta_margin_mean": 0.15677191317081451,
"beta_dpo/beta_margin_std": 0.16587892174720764,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7566049098968506,
"beta_dpo/gap_mean": 141.70660400390625,
"beta_dpo/gap_std": 172.304931640625,
"beta_dpo/loss_margin_mean": 156.77191162109375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.922173274596182,
"grad_norm": 9.771873474121094,
"learning_rate": 9.543589206795238e-09,
"logits/chosen": -0.25853201746940613,
"logits/rejected": -0.2484220564365387,
"loss": 1.2686,
"step": 628
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4680294096469879,
"beta_dpo/beta_margin_grad_std": 0.033298566937446594,
"beta_dpo/beta_margin_mean": 0.1288066953420639,
"beta_dpo/beta_margin_std": 0.13501150906085968,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1783255338668823,
"beta_dpo/gap_mean": 140.23866271972656,
"beta_dpo/gap_std": 167.48165893554688,
"beta_dpo/loss_margin_mean": 128.8066864013672,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9236417033773862,
"grad_norm": 13.822155952453613,
"learning_rate": 9.19555885822887e-09,
"logits/chosen": -0.2648368775844574,
"logits/rejected": -0.2452375888824463,
"loss": 1.274,
"step": 629
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47568345069885254,
"beta_dpo/beta_margin_grad_std": 0.03724653273820877,
"beta_dpo/beta_margin_mean": 0.09809713065624237,
"beta_dpo/beta_margin_std": 0.1510220766067505,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.620537281036377,
"beta_dpo/gap_mean": 132.54100036621094,
"beta_dpo/gap_std": 162.70718383789062,
"beta_dpo/loss_margin_mean": 98.09712219238281,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9251101321585903,
"grad_norm": 8.615431785583496,
"learning_rate": 8.85387393063622e-09,
"logits/chosen": -0.3369476795196533,
"logits/rejected": -0.3151329755783081,
"loss": 1.3037,
"step": 630
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.469342440366745,
"beta_dpo/beta_margin_grad_std": 0.04454941302537918,
"beta_dpo/beta_margin_mean": 0.12401168048381805,
"beta_dpo/beta_margin_std": 0.18085241317749023,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -2.252204656600952,
"beta_dpo/gap_mean": 129.70608520507812,
"beta_dpo/gap_std": 164.6175079345703,
"beta_dpo/loss_margin_mean": 124.01167297363281,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9265785609397944,
"grad_norm": 10.43221378326416,
"learning_rate": 8.518543427732949e-09,
"logits/chosen": -0.19672399759292603,
"logits/rejected": -0.16939029097557068,
"loss": 1.3022,
"step": 631
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4707336127758026,
"beta_dpo/beta_margin_grad_std": 0.04446292296051979,
"beta_dpo/beta_margin_mean": 0.11808396875858307,
"beta_dpo/beta_margin_std": 0.17979924380779266,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.9367992877960205,
"beta_dpo/gap_mean": 129.06605529785156,
"beta_dpo/gap_std": 169.87759399414062,
"beta_dpo/loss_margin_mean": 118.0839614868164,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9280469897209985,
"grad_norm": 8.912779808044434,
"learning_rate": 8.189576185789637e-09,
"logits/chosen": -0.2137627899646759,
"logits/rejected": -0.1909235715866089,
"loss": 1.2832,
"step": 632
},
{
"beta_dpo/beta": 0.1498415768146515,
"beta_dpo/beta_margin_grad_mean": -0.3400387465953827,
"beta_dpo/beta_margin_grad_std": 0.31042587757110596,
"beta_dpo/beta_margin_mean": 17.67989158630371,
"beta_dpo/beta_margin_std": 41.04912567138672,
"beta_dpo/beta_used": 0.1498415768146515,
"beta_dpo/beta_used_raw": -1.1626986265182495,
"beta_dpo/gap_mean": 122.80825805664062,
"beta_dpo/gap_std": 166.48403930664062,
"beta_dpo/loss_margin_mean": 100.83395385742188,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9295154185022027,
"grad_norm": 2468.25341796875,
"learning_rate": 7.866980873399015e-09,
"logits/chosen": -0.262068510055542,
"logits/rejected": -0.2606055736541748,
"loss": 4.4345,
"step": 633
},
{
"beta_dpo/beta": 0.2891407012939453,
"beta_dpo/beta_margin_grad_mean": -0.3603072762489319,
"beta_dpo/beta_margin_grad_std": 0.3205583393573761,
"beta_dpo/beta_margin_mean": 44.27980041503906,
"beta_dpo/beta_margin_std": 89.58101654052734,
"beta_dpo/beta_used": 0.2891407012939453,
"beta_dpo/beta_used_raw": -1.0204623937606812,
"beta_dpo/gap_mean": 123.09707641601562,
"beta_dpo/gap_std": 168.86935424804688,
"beta_dpo/loss_margin_mean": 114.10114288330078,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9309838472834068,
"grad_norm": 4420.4560546875,
"learning_rate": 7.550765991247654e-09,
"logits/chosen": -0.2516968548297882,
"logits/rejected": -0.2492125928401947,
"loss": 8.1633,
"step": 634
},
{
"beta_dpo/beta": 0.8167719841003418,
"beta_dpo/beta_margin_grad_mean": -0.3317233920097351,
"beta_dpo/beta_margin_grad_std": 0.3114463686943054,
"beta_dpo/beta_margin_mean": 93.9231948852539,
"beta_dpo/beta_margin_std": 184.6671905517578,
"beta_dpo/beta_used": 0.8167719841003418,
"beta_dpo/beta_used_raw": 0.44367918372154236,
"beta_dpo/gap_mean": 119.10769653320312,
"beta_dpo/gap_std": 164.04827880859375,
"beta_dpo/loss_margin_mean": 108.52445983886719,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9324522760646109,
"grad_norm": 4297.1875,
"learning_rate": 7.240939871891699e-09,
"logits/chosen": -0.3063223958015442,
"logits/rejected": -0.25702351331710815,
"loss": 12.3188,
"step": 635
},
{
"beta_dpo/beta": 0.21374358236789703,
"beta_dpo/beta_margin_grad_mean": -0.29352760314941406,
"beta_dpo/beta_margin_grad_std": 0.28238052129745483,
"beta_dpo/beta_margin_mean": 32.544044494628906,
"beta_dpo/beta_margin_std": 50.19921112060547,
"beta_dpo/beta_used": 0.21374358236789703,
"beta_dpo/beta_used_raw": -0.49636417627334595,
"beta_dpo/gap_mean": 119.43673706054688,
"beta_dpo/gap_std": 161.71958923339844,
"beta_dpo/loss_margin_mean": 132.7529754638672,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.933920704845815,
"grad_norm": 1658.96923828125,
"learning_rate": 6.937510679537628e-09,
"logits/chosen": -0.2624373733997345,
"logits/rejected": -0.23375412821769714,
"loss": 2.1742,
"step": 636
},
{
"beta_dpo/beta": 0.3223646879196167,
"beta_dpo/beta_margin_grad_mean": -0.32306286692619324,
"beta_dpo/beta_margin_grad_std": 0.30376118421554565,
"beta_dpo/beta_margin_mean": 42.55961608886719,
"beta_dpo/beta_margin_std": 81.67517852783203,
"beta_dpo/beta_used": 0.3223646879196167,
"beta_dpo/beta_used_raw": 0.3115572929382324,
"beta_dpo/gap_mean": 124.16712951660156,
"beta_dpo/gap_std": 161.0850372314453,
"beta_dpo/loss_margin_mean": 139.51402282714844,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9353891336270191,
"grad_norm": 4178.92724609375,
"learning_rate": 6.640486409826785e-09,
"logits/chosen": -0.22674018144607544,
"logits/rejected": -0.22383208572864532,
"loss": 3.3524,
"step": 637
},
{
"beta_dpo/beta": 1.4511369466781616,
"beta_dpo/beta_margin_grad_mean": -0.3164081573486328,
"beta_dpo/beta_margin_grad_std": 0.30334481596946716,
"beta_dpo/beta_margin_mean": 266.310791015625,
"beta_dpo/beta_margin_std": 417.8957214355469,
"beta_dpo/beta_used": 1.4511369466781616,
"beta_dpo/beta_used_raw": -0.3003849983215332,
"beta_dpo/gap_mean": 124.66742706298828,
"beta_dpo/gap_std": 157.39694213867188,
"beta_dpo/loss_margin_mean": 139.00933837890625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9368575624082232,
"grad_norm": 9381.5517578125,
"learning_rate": 6.349874889624962e-09,
"logits/chosen": -0.2576182782649994,
"logits/rejected": -0.23263539373874664,
"loss": 8.0532,
"step": 638
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47581177949905396,
"beta_dpo/beta_margin_grad_std": 0.03869582340121269,
"beta_dpo/beta_margin_mean": 0.09742747247219086,
"beta_dpo/beta_margin_std": 0.1560250073671341,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.47708529233932495,
"beta_dpo/gap_mean": 122.42938995361328,
"beta_dpo/gap_std": 157.66665649414062,
"beta_dpo/loss_margin_mean": 97.4274673461914,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9383259911894273,
"grad_norm": 11.267277717590332,
"learning_rate": 6.065683776815933e-09,
"logits/chosen": -0.2489241063594818,
"logits/rejected": -0.20080968737602234,
"loss": 1.2811,
"step": 639
},
{
"beta_dpo/beta": 1.0406347513198853,
"beta_dpo/beta_margin_grad_mean": -0.10319266468286514,
"beta_dpo/beta_margin_grad_std": 0.23703627288341522,
"beta_dpo/beta_margin_mean": 186.98306274414062,
"beta_dpo/beta_margin_std": 294.89520263671875,
"beta_dpo/beta_used": 1.0406347513198853,
"beta_dpo/beta_used_raw": 1.0406347513198853,
"beta_dpo/gap_mean": 126.0462875366211,
"beta_dpo/gap_std": 156.94723510742188,
"beta_dpo/loss_margin_mean": 156.25440979003906,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9397944199706314,
"grad_norm": 2567.301025390625,
"learning_rate": 5.7879205600998296e-09,
"logits/chosen": -0.2669011354446411,
"logits/rejected": -0.2516845762729645,
"loss": 0.5288,
"step": 640
},
{
"beta_dpo/beta": 0.6511551141738892,
"beta_dpo/beta_margin_grad_mean": -0.2987769544124603,
"beta_dpo/beta_margin_grad_std": 0.29313045740127563,
"beta_dpo/beta_margin_mean": 84.13956451416016,
"beta_dpo/beta_margin_std": 165.199462890625,
"beta_dpo/beta_used": 0.6511551141738892,
"beta_dpo/beta_used_raw": 0.3140296936035156,
"beta_dpo/gap_mean": 128.0950164794922,
"beta_dpo/gap_std": 159.058837890625,
"beta_dpo/loss_margin_mean": 120.50196075439453,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9412628487518355,
"grad_norm": 3385.51611328125,
"learning_rate": 5.516592558795746e-09,
"logits/chosen": -0.2616059482097626,
"logits/rejected": -0.23641052842140198,
"loss": 10.8266,
"step": 641
},
{
"beta_dpo/beta": 0.7909172177314758,
"beta_dpo/beta_margin_grad_mean": -0.26804837584495544,
"beta_dpo/beta_margin_grad_std": 0.27035075426101685,
"beta_dpo/beta_margin_mean": 147.3969268798828,
"beta_dpo/beta_margin_std": 221.18307495117188,
"beta_dpo/beta_used": 0.7909172177314758,
"beta_dpo/beta_used_raw": -0.6517113447189331,
"beta_dpo/gap_mean": 128.44711303710938,
"beta_dpo/gap_std": 167.51364135742188,
"beta_dpo/loss_margin_mean": 147.625244140625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9427312775330396,
"grad_norm": 6544.80078125,
"learning_rate": 5.251706922648868e-09,
"logits/chosen": -0.27374494075775146,
"logits/rejected": -0.26332151889801025,
"loss": 7.0951,
"step": 642
},
{
"beta_dpo/beta": 0.5000445246696472,
"beta_dpo/beta_margin_grad_mean": -0.2856932282447815,
"beta_dpo/beta_margin_grad_std": 0.28263115882873535,
"beta_dpo/beta_margin_mean": 75.19145965576172,
"beta_dpo/beta_margin_std": 120.19136047363281,
"beta_dpo/beta_used": 0.5000445246696472,
"beta_dpo/beta_used_raw": -0.6685765981674194,
"beta_dpo/gap_mean": 131.22329711914062,
"beta_dpo/gap_std": 162.10546875,
"beta_dpo/loss_margin_mean": 120.23302459716797,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9441997063142438,
"grad_norm": 4131.7802734375,
"learning_rate": 4.993270631642038e-09,
"logits/chosen": -0.24260678887367249,
"logits/rejected": -0.24370941519737244,
"loss": 3.7361,
"step": 643
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4704153537750244,
"beta_dpo/beta_margin_grad_std": 0.044792983680963516,
"beta_dpo/beta_margin_mean": 0.11960872262716293,
"beta_dpo/beta_margin_std": 0.18185746669769287,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.3600785732269287,
"beta_dpo/gap_mean": 127.92471313476562,
"beta_dpo/gap_std": 164.80690002441406,
"beta_dpo/loss_margin_mean": 119.60871887207031,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9456681350954479,
"grad_norm": 9.257484436035156,
"learning_rate": 4.741290495811873e-09,
"logits/chosen": -0.29417717456817627,
"logits/rejected": -0.2829264998435974,
"loss": 1.2896,
"step": 644
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47504597902297974,
"beta_dpo/beta_margin_grad_std": 0.04654289036989212,
"beta_dpo/beta_margin_mean": 0.10111980140209198,
"beta_dpo/beta_margin_std": 0.1889955848455429,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6929526329040527,
"beta_dpo/gap_mean": 125.04953002929688,
"beta_dpo/gap_std": 169.11019897460938,
"beta_dpo/loss_margin_mean": 101.11979675292969,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.947136563876652,
"grad_norm": 11.280401229858398,
"learning_rate": 4.495773155069299e-09,
"logits/chosen": -0.26835355162620544,
"logits/rejected": -0.2733767330646515,
"loss": 1.2982,
"step": 645
},
{
"beta_dpo/beta": 0.9947884678840637,
"beta_dpo/beta_margin_grad_mean": -0.3158058226108551,
"beta_dpo/beta_margin_grad_std": 0.3032316267490387,
"beta_dpo/beta_margin_mean": 126.421630859375,
"beta_dpo/beta_margin_std": 230.53216552734375,
"beta_dpo/beta_used": 0.9947884678840637,
"beta_dpo/beta_used_raw": 0.016669809818267822,
"beta_dpo/gap_mean": 121.25621032714844,
"beta_dpo/gap_std": 164.90869140625,
"beta_dpo/loss_margin_mean": 113.20999145507812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9486049926578561,
"grad_norm": 7780.4990234375,
"learning_rate": 4.256725079024553e-09,
"logits/chosen": -0.21456298232078552,
"logits/rejected": -0.19140079617500305,
"loss": 3.2758,
"step": 646
},
{
"beta_dpo/beta": 0.4405333995819092,
"beta_dpo/beta_margin_grad_mean": -0.16993050277233124,
"beta_dpo/beta_margin_grad_std": 0.3702445924282074,
"beta_dpo/beta_margin_mean": 50.956336975097656,
"beta_dpo/beta_margin_std": 66.18246459960938,
"beta_dpo/beta_used": 0.4405333995819092,
"beta_dpo/beta_used_raw": 0.4405333995819092,
"beta_dpo/gap_mean": 119.49800109863281,
"beta_dpo/gap_std": 160.93655395507812,
"beta_dpo/loss_margin_mean": 118.18896484375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9500734214390602,
"grad_norm": 3096.896240234375,
"learning_rate": 4.024152566816791e-09,
"logits/chosen": -0.23497043550014496,
"logits/rejected": -0.23454715311527252,
"loss": 8.0903,
"step": 647
},
{
"beta_dpo/beta": 0.21638301014900208,
"beta_dpo/beta_margin_grad_mean": -0.28432542085647583,
"beta_dpo/beta_margin_grad_std": 0.2745562791824341,
"beta_dpo/beta_margin_mean": 37.98030090332031,
"beta_dpo/beta_margin_std": 73.11116027832031,
"beta_dpo/beta_used": 0.21638301014900208,
"beta_dpo/beta_used_raw": 0.027231574058532715,
"beta_dpo/gap_mean": 127.08036804199219,
"beta_dpo/gap_std": 167.84896850585938,
"beta_dpo/loss_margin_mean": 167.418212890625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9515418502202643,
"grad_norm": 1881.7218017578125,
"learning_rate": 3.798061746947995e-09,
"logits/chosen": -0.2324717938899994,
"logits/rejected": -0.23608848452568054,
"loss": 3.7315,
"step": 648
},
{
"beta_dpo/beta": 0.17022213339805603,
"beta_dpo/beta_margin_grad_mean": -0.37708210945129395,
"beta_dpo/beta_margin_grad_std": 0.333068311214447,
"beta_dpo/beta_margin_mean": 15.761299133300781,
"beta_dpo/beta_margin_std": 38.01227569580078,
"beta_dpo/beta_used": 0.17022213339805603,
"beta_dpo/beta_used_raw": -0.06394051015377045,
"beta_dpo/gap_mean": 124.45140075683594,
"beta_dpo/gap_std": 167.86746215820312,
"beta_dpo/loss_margin_mean": 101.8471450805664,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9530102790014684,
"grad_norm": 2891.095703125,
"learning_rate": 3.5784585771215235e-09,
"logits/chosen": -0.3063885569572449,
"logits/rejected": -0.2801710069179535,
"loss": 3.869,
"step": 649
},
{
"beta_dpo/beta": 1.3667818307876587,
"beta_dpo/beta_margin_grad_mean": -0.2347412258386612,
"beta_dpo/beta_margin_grad_std": 0.42016705870628357,
"beta_dpo/beta_margin_mean": 236.2583770751953,
"beta_dpo/beta_margin_std": 431.2769470214844,
"beta_dpo/beta_used": 1.3667818307876587,
"beta_dpo/beta_used_raw": 1.3667818307876587,
"beta_dpo/gap_mean": 129.84597778320312,
"beta_dpo/gap_std": 173.6107635498047,
"beta_dpo/loss_margin_mean": 161.89785766601562,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9544787077826725,
"grad_norm": 20882.701171875,
"learning_rate": 3.3653488440851253e-09,
"logits/chosen": -0.22325937449932098,
"logits/rejected": -0.22227120399475098,
"loss": 43.9246,
"step": 650
},
{
"beta_dpo/beta": 0.7648828029632568,
"beta_dpo/beta_margin_grad_mean": -0.32739847898483276,
"beta_dpo/beta_margin_grad_std": 0.3100513815879822,
"beta_dpo/beta_margin_mean": 129.44383239746094,
"beta_dpo/beta_margin_std": 225.9346466064453,
"beta_dpo/beta_used": 0.7648828029632568,
"beta_dpo/beta_used_raw": 0.4660683274269104,
"beta_dpo/gap_mean": 134.56472778320312,
"beta_dpo/gap_std": 172.713623046875,
"beta_dpo/loss_margin_mean": 150.5056610107422,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9559471365638766,
"grad_norm": 7399.314453125,
"learning_rate": 3.158738163478475e-09,
"logits/chosen": -0.29069170355796814,
"logits/rejected": -0.3059248924255371,
"loss": 8.9479,
"step": 651
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46688932180404663,
"beta_dpo/beta_margin_grad_std": 0.04138989374041557,
"beta_dpo/beta_margin_mean": 0.1338927298784256,
"beta_dpo/beta_margin_std": 0.1681978404521942,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.46489205956459045,
"beta_dpo/gap_mean": 133.96636962890625,
"beta_dpo/gap_std": 171.03175354003906,
"beta_dpo/loss_margin_mean": 133.89273071289062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9574155653450808,
"grad_norm": 13.33399772644043,
"learning_rate": 2.9586319796851555e-09,
"logits/chosen": -0.2815973162651062,
"logits/rejected": -0.2725764214992523,
"loss": 1.2702,
"step": 652
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4622488021850586,
"beta_dpo/beta_margin_grad_std": 0.0421992689371109,
"beta_dpo/beta_margin_mean": 0.15270715951919556,
"beta_dpo/beta_margin_std": 0.1718183010816574,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.37464144825935364,
"beta_dpo/gap_mean": 136.72564697265625,
"beta_dpo/gap_std": 170.6292724609375,
"beta_dpo/loss_margin_mean": 152.7071533203125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9588839941262849,
"grad_norm": 9.623185157775879,
"learning_rate": 2.7650355656892166e-09,
"logits/chosen": -0.26191675662994385,
"logits/rejected": -0.26024746894836426,
"loss": 1.2661,
"step": 653
},
{
"beta_dpo/beta": 0.12737774848937988,
"beta_dpo/beta_margin_grad_mean": -0.3520982265472412,
"beta_dpo/beta_margin_grad_std": 0.311506450176239,
"beta_dpo/beta_margin_mean": 14.189286231994629,
"beta_dpo/beta_margin_std": 31.74391746520996,
"beta_dpo/beta_used": 0.12737774848937988,
"beta_dpo/beta_used_raw": -0.6519217491149902,
"beta_dpo/gap_mean": 135.6177978515625,
"beta_dpo/gap_std": 171.04434204101562,
"beta_dpo/loss_margin_mean": 119.36299896240234,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.960352422907489,
"grad_norm": 1289.0914306640625,
"learning_rate": 2.577954022936174e-09,
"logits/chosen": -0.285967618227005,
"logits/rejected": -0.2813323140144348,
"loss": 1.479,
"step": 654
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4685191512107849,
"beta_dpo/beta_margin_grad_std": 0.04493279755115509,
"beta_dpo/beta_margin_mean": 0.12751449644565582,
"beta_dpo/beta_margin_std": 0.1827131062746048,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.6912943124771118,
"beta_dpo/gap_mean": 134.3379364013672,
"beta_dpo/gap_std": 172.51646423339844,
"beta_dpo/loss_margin_mean": 127.51449584960938,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9618208516886931,
"grad_norm": 11.29627513885498,
"learning_rate": 2.397392281198729e-09,
"logits/chosen": -0.21164986491203308,
"logits/rejected": -0.22321152687072754,
"loss": 1.2895,
"step": 655
},
{
"beta_dpo/beta": 1.46394944190979,
"beta_dpo/beta_margin_grad_mean": -0.09375060349702835,
"beta_dpo/beta_margin_grad_std": 0.2914803922176361,
"beta_dpo/beta_margin_mean": 281.1544494628906,
"beta_dpo/beta_margin_std": 236.0167694091797,
"beta_dpo/beta_used": 1.46394944190979,
"beta_dpo/beta_used_raw": 1.46394944190979,
"beta_dpo/gap_mean": 140.21481323242188,
"beta_dpo/gap_std": 170.7769775390625,
"beta_dpo/loss_margin_mean": 189.06527709960938,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9632892804698973,
"grad_norm": 4871.01171875,
"learning_rate": 2.223355098446622e-09,
"logits/chosen": -0.20203420519828796,
"logits/rejected": -0.2107037454843521,
"loss": 10.8002,
"step": 656
},
{
"beta_dpo/beta": 0.7246884703636169,
"beta_dpo/beta_margin_grad_mean": -0.24664191901683807,
"beta_dpo/beta_margin_grad_std": 0.24966345727443695,
"beta_dpo/beta_margin_mean": 136.55160522460938,
"beta_dpo/beta_margin_std": 201.0517578125,
"beta_dpo/beta_used": 0.7246884703636169,
"beta_dpo/beta_used_raw": -0.031182467937469482,
"beta_dpo/gap_mean": 148.42965698242188,
"beta_dpo/gap_std": 167.33609008789062,
"beta_dpo/loss_margin_mean": 171.03836059570312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9647577092511013,
"grad_norm": 5.878337860107422,
"learning_rate": 2.055847060721566e-09,
"logits/chosen": -0.2323456108570099,
"logits/rejected": -0.23794196546077728,
"loss": 0.6362,
"step": 657
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.466478168964386,
"beta_dpo/beta_margin_grad_std": 0.03783747926354408,
"beta_dpo/beta_margin_mean": 0.13517163693904877,
"beta_dpo/beta_margin_std": 0.15315905213356018,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.7150457501411438,
"beta_dpo/gap_mean": 145.939208984375,
"beta_dpo/gap_std": 164.26235961914062,
"beta_dpo/loss_margin_mean": 135.171630859375,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9662261380323054,
"grad_norm": 9.239810943603516,
"learning_rate": 1.8948725820160662e-09,
"logits/chosen": -0.23999705910682678,
"logits/rejected": -0.2215622067451477,
"loss": 1.2622,
"step": 658
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46911635994911194,
"beta_dpo/beta_margin_grad_std": 0.0383928045630455,
"beta_dpo/beta_margin_mean": 0.12460412085056305,
"beta_dpo/beta_margin_std": 0.15533404052257538,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6675459146499634,
"beta_dpo/gap_mean": 143.0897216796875,
"beta_dpo/gap_std": 163.14138793945312,
"beta_dpo/loss_margin_mean": 124.60411071777344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9676945668135095,
"grad_norm": 13.10746955871582,
"learning_rate": 1.7404359041573723e-09,
"logits/chosen": -0.3149293065071106,
"logits/rejected": -0.26698166131973267,
"loss": 1.2654,
"step": 659
},
{
"beta_dpo/beta": 0.336564302444458,
"beta_dpo/beta_margin_grad_mean": -0.2779940366744995,
"beta_dpo/beta_margin_grad_std": 0.27703657746315,
"beta_dpo/beta_margin_mean": 57.831546783447266,
"beta_dpo/beta_margin_std": 95.76539611816406,
"beta_dpo/beta_used": 0.336564302444458,
"beta_dpo/beta_used_raw": 0.0521998405456543,
"beta_dpo/gap_mean": 144.819091796875,
"beta_dpo/gap_std": 160.9578857421875,
"beta_dpo/loss_margin_mean": 162.99786376953125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9691629955947136,
"grad_norm": 1521.5159912109375,
"learning_rate": 1.592541096695571e-09,
"logits/chosen": -0.18781328201293945,
"logits/rejected": -0.15785738825798035,
"loss": 2.3556,
"step": 660
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4634128510951996,
"beta_dpo/beta_margin_grad_std": 0.04297526925802231,
"beta_dpo/beta_margin_mean": 0.1479966789484024,
"beta_dpo/beta_margin_std": 0.1754070222377777,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1518099308013916,
"beta_dpo/gap_mean": 144.63906860351562,
"beta_dpo/gap_std": 161.95355224609375,
"beta_dpo/loss_margin_mean": 147.99667358398438,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9706314243759178,
"grad_norm": 8.182291030883789,
"learning_rate": 1.4511920567963908e-09,
"logits/chosen": -0.2719656527042389,
"logits/rejected": -0.2467373013496399,
"loss": 1.2689,
"step": 661
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4679609537124634,
"beta_dpo/beta_margin_grad_std": 0.04259883239865303,
"beta_dpo/beta_margin_mean": 0.1293320655822754,
"beta_dpo/beta_margin_std": 0.17222696542739868,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.6409615278244019,
"beta_dpo/gap_mean": 144.40728759765625,
"beta_dpo/gap_std": 164.30880737304688,
"beta_dpo/loss_margin_mean": 129.33206176757812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9720998531571219,
"grad_norm": 10.364067077636719,
"learning_rate": 1.3163925091384532e-09,
"logits/chosen": -0.3215191066265106,
"logits/rejected": -0.2895079255104065,
"loss": 1.2631,
"step": 662
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4659326374530792,
"beta_dpo/beta_margin_grad_std": 0.041490860283374786,
"beta_dpo/beta_margin_mean": 0.1374731808900833,
"beta_dpo/beta_margin_std": 0.1681915521621704,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.430047631263733,
"beta_dpo/gap_mean": 142.96701049804688,
"beta_dpo/gap_std": 167.32403564453125,
"beta_dpo/loss_margin_mean": 137.47317504882812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.973568281938326,
"grad_norm": 7.655603885650635,
"learning_rate": 1.1881460058152382e-09,
"logits/chosen": -0.31214457750320435,
"logits/rejected": -0.310594379901886,
"loss": 1.2757,
"step": 663
},
{
"beta_dpo/beta": 1.081035852432251,
"beta_dpo/beta_margin_grad_mean": -0.3265109956264496,
"beta_dpo/beta_margin_grad_std": 0.31032606959342957,
"beta_dpo/beta_margin_mean": 193.7392120361328,
"beta_dpo/beta_margin_std": 372.88427734375,
"beta_dpo/beta_used": 1.081035852432251,
"beta_dpo/beta_used_raw": 0.9985529780387878,
"beta_dpo/gap_mean": 145.85546875,
"beta_dpo/gap_std": 171.21942138671875,
"beta_dpo/loss_margin_mean": 160.23175048828125,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9750367107195301,
"grad_norm": 14736.9189453125,
"learning_rate": 1.066455926241383e-09,
"logits/chosen": -0.23802334070205688,
"logits/rejected": -0.23446832597255707,
"loss": 22.277,
"step": 664
},
{
"beta_dpo/beta": 0.17351345717906952,
"beta_dpo/beta_margin_grad_mean": -0.30906784534454346,
"beta_dpo/beta_margin_grad_std": 0.29436877369880676,
"beta_dpo/beta_margin_mean": 24.549057006835938,
"beta_dpo/beta_margin_std": 46.99803924560547,
"beta_dpo/beta_used": 0.17351345717906952,
"beta_dpo/beta_used_raw": 0.05960509926080704,
"beta_dpo/gap_mean": 143.3297882080078,
"beta_dpo/gap_std": 168.05531311035156,
"beta_dpo/loss_margin_mean": 132.63438415527344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9765051395007343,
"grad_norm": 950.77587890625,
"learning_rate": 9.513254770636137e-10,
"logits/chosen": -0.2172248661518097,
"logits/rejected": -0.18482929468154907,
"loss": 1.9778,
"step": 665
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4638909697532654,
"beta_dpo/beta_margin_grad_std": 0.034985702484846115,
"beta_dpo/beta_margin_mean": 0.14538602530956268,
"beta_dpo/beta_margin_std": 0.14133024215698242,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.8510459661483765,
"beta_dpo/gap_mean": 144.62229919433594,
"beta_dpo/gap_std": 164.13558959960938,
"beta_dpo/loss_margin_mean": 145.38601684570312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9779735682819384,
"grad_norm": 10.848896026611328,
"learning_rate": 8.427576920763956e-10,
"logits/chosen": -0.26341164112091064,
"logits/rejected": -0.24032096564769745,
"loss": 1.2653,
"step": 666
},
{
"beta_dpo/beta": 0.555698573589325,
"beta_dpo/beta_margin_grad_mean": -0.32695654034614563,
"beta_dpo/beta_margin_grad_std": 0.3104262053966522,
"beta_dpo/beta_margin_mean": 75.98949432373047,
"beta_dpo/beta_margin_std": 132.38754272460938,
"beta_dpo/beta_used": 0.555698573589325,
"beta_dpo/beta_used_raw": 0.0477980375289917,
"beta_dpo/gap_mean": 142.28619384765625,
"beta_dpo/gap_std": 162.02328491210938,
"beta_dpo/loss_margin_mean": 135.94004821777344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9794419970631424,
"grad_norm": 7423.337890625,
"learning_rate": 7.407554321417764e-10,
"logits/chosen": -0.24232017993927002,
"logits/rejected": -0.21042859554290771,
"loss": 3.6685,
"step": 667
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.47267022728919983,
"beta_dpo/beta_margin_grad_std": 0.04184536263346672,
"beta_dpo/beta_margin_mean": 0.11026235669851303,
"beta_dpo/beta_margin_std": 0.16938358545303345,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.565541386604309,
"beta_dpo/gap_mean": 135.5725555419922,
"beta_dpo/gap_std": 161.8687744140625,
"beta_dpo/loss_margin_mean": 110.26235961914062,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9809104258443465,
"grad_norm": 15.746362686157227,
"learning_rate": 6.453213851142225e-10,
"logits/chosen": -0.26321089267730713,
"logits/rejected": -0.2517067492008209,
"loss": 1.2854,
"step": 668
},
{
"beta_dpo/beta": 0.49764859676361084,
"beta_dpo/beta_margin_grad_mean": -0.2775057852268219,
"beta_dpo/beta_margin_grad_std": 0.27767181396484375,
"beta_dpo/beta_margin_mean": 76.75032043457031,
"beta_dpo/beta_margin_std": 137.6516876220703,
"beta_dpo/beta_used": 0.49764859676361084,
"beta_dpo/beta_used_raw": 0.24128052592277527,
"beta_dpo/gap_mean": 139.15911865234375,
"beta_dpo/gap_std": 162.9943084716797,
"beta_dpo/loss_margin_mean": 155.27737426757812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9823788546255506,
"grad_norm": 2606.953125,
"learning_rate": 5.564580657695939e-10,
"logits/chosen": -0.239346444606781,
"logits/rejected": -0.21844345331192017,
"loss": 3.9008,
"step": 669
},
{
"beta_dpo/beta": 0.5937625169754028,
"beta_dpo/beta_margin_grad_mean": -0.32673099637031555,
"beta_dpo/beta_margin_grad_std": 0.3107914626598358,
"beta_dpo/beta_margin_mean": 102.75801086425781,
"beta_dpo/beta_margin_std": 171.8385009765625,
"beta_dpo/beta_used": 0.5937625169754028,
"beta_dpo/beta_used_raw": -0.3109077215194702,
"beta_dpo/gap_mean": 141.39236450195312,
"beta_dpo/gap_std": 165.60235595703125,
"beta_dpo/loss_margin_mean": 155.38189697265625,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9838472834067548,
"grad_norm": 7477.4453125,
"learning_rate": 4.741678157389739e-10,
"logits/chosen": -0.25414931774139404,
"logits/rejected": -0.23977619409561157,
"loss": 13.5793,
"step": 670
},
{
"beta_dpo/beta": 1.3876622915267944,
"beta_dpo/beta_margin_grad_mean": -0.2369070202112198,
"beta_dpo/beta_margin_grad_std": 0.42259082198143005,
"beta_dpo/beta_margin_mean": 201.6892547607422,
"beta_dpo/beta_margin_std": 243.80215454101562,
"beta_dpo/beta_used": 1.3876622915267944,
"beta_dpo/beta_used_raw": 1.3876622915267944,
"beta_dpo/gap_mean": 142.10791015625,
"beta_dpo/gap_std": 166.866943359375,
"beta_dpo/loss_margin_mean": 143.68527221679688,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9853157121879589,
"grad_norm": 13217.642578125,
"learning_rate": 3.9845280344705245e-10,
"logits/chosen": -0.21202997863292694,
"logits/rejected": -0.20390699803829193,
"loss": 15.1475,
"step": 671
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.469896525144577,
"beta_dpo/beta_margin_grad_std": 0.043766915798187256,
"beta_dpo/beta_margin_mean": 0.12151134014129639,
"beta_dpo/beta_margin_std": 0.1770341694355011,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -0.8151004910469055,
"beta_dpo/gap_mean": 139.9226531982422,
"beta_dpo/gap_std": 167.88650512695312,
"beta_dpo/loss_margin_mean": 121.51133728027344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.986784140969163,
"grad_norm": 10.910394668579102,
"learning_rate": 3.293150240547549e-10,
"logits/chosen": -0.24089352786540985,
"logits/rejected": -0.22517436742782593,
"loss": 1.2722,
"step": 672
},
{
"beta_dpo/beta": 0.39367401599884033,
"beta_dpo/beta_margin_grad_mean": -0.27898791432380676,
"beta_dpo/beta_margin_grad_std": 0.2772313356399536,
"beta_dpo/beta_margin_mean": 63.47161102294922,
"beta_dpo/beta_margin_std": 101.09577178955078,
"beta_dpo/beta_used": 0.39367401599884033,
"beta_dpo/beta_used_raw": 0.13607317209243774,
"beta_dpo/gap_mean": 141.91412353515625,
"beta_dpo/gap_std": 166.22857666015625,
"beta_dpo/loss_margin_mean": 155.3968048095703,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9882525697503671,
"grad_norm": 4248.92431640625,
"learning_rate": 2.6675629940689504e-10,
"logits/chosen": -0.21331897377967834,
"logits/rejected": -0.20891378819942474,
"loss": 7.6929,
"step": 673
},
{
"beta_dpo/beta": 0.3700469732284546,
"beta_dpo/beta_margin_grad_mean": -0.31875723600387573,
"beta_dpo/beta_margin_grad_std": 0.2990269958972931,
"beta_dpo/beta_margin_mean": 60.167579650878906,
"beta_dpo/beta_margin_std": 115.83226776123047,
"beta_dpo/beta_used": 0.3700469732284546,
"beta_dpo/beta_used_raw": 0.35867586731910706,
"beta_dpo/gap_mean": 145.38265991210938,
"beta_dpo/gap_std": 166.84365844726562,
"beta_dpo/loss_margin_mean": 163.85891723632812,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9897209985315712,
"grad_norm": 3347.8056640625,
"learning_rate": 2.1077827798404725e-10,
"logits/chosen": -0.22968342900276184,
"logits/rejected": -0.21133801341056824,
"loss": 3.5724,
"step": 674
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.4584572911262512,
"beta_dpo/beta_margin_grad_std": 0.04273706302046776,
"beta_dpo/beta_margin_mean": 0.1682644486427307,
"beta_dpo/beta_margin_std": 0.17532816529273987,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.1393800973892212,
"beta_dpo/gap_mean": 149.49859619140625,
"beta_dpo/gap_std": 167.7472381591797,
"beta_dpo/loss_margin_mean": 168.26443481445312,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9911894273127754,
"grad_norm": 10.684988021850586,
"learning_rate": 1.6138243485910863e-10,
"logits/chosen": -0.2344612330198288,
"logits/rejected": -0.22431063652038574,
"loss": 1.2649,
"step": 675
},
{
"beta_dpo/beta": 0.3458569049835205,
"beta_dpo/beta_margin_grad_mean": -0.2846805453300476,
"beta_dpo/beta_margin_grad_std": 0.2793225646018982,
"beta_dpo/beta_margin_mean": 58.578914642333984,
"beta_dpo/beta_margin_std": 92.11776733398438,
"beta_dpo/beta_used": 0.3458569049835205,
"beta_dpo/beta_used_raw": -0.8106540441513062,
"beta_dpo/gap_mean": 150.6968994140625,
"beta_dpo/gap_std": 166.34634399414062,
"beta_dpo/loss_margin_mean": 143.155029296875,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9926578560939795,
"grad_norm": 3344.320068359375,
"learning_rate": 1.1857007165852472e-10,
"logits/chosen": -0.314957857131958,
"logits/rejected": -0.2842877507209778,
"loss": 5.0433,
"step": 676
},
{
"beta_dpo/beta": 0.9840426445007324,
"beta_dpo/beta_margin_grad_mean": -0.2947867214679718,
"beta_dpo/beta_margin_grad_std": 0.29029718041419983,
"beta_dpo/beta_margin_mean": 163.275146484375,
"beta_dpo/beta_margin_std": 241.04299926757812,
"beta_dpo/beta_used": 0.9840426445007324,
"beta_dpo/beta_used_raw": 0.5463694334030151,
"beta_dpo/gap_mean": 149.2086181640625,
"beta_dpo/gap_std": 164.42991638183594,
"beta_dpo/loss_margin_mean": 154.48655700683594,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9941262848751835,
"grad_norm": 9669.5361328125,
"learning_rate": 8.23423165278725e-11,
"logits/chosen": -0.22851765155792236,
"logits/rejected": -0.20020201802253723,
"loss": 12.5035,
"step": 677
},
{
"beta_dpo/beta": 0.5137372016906738,
"beta_dpo/beta_margin_grad_mean": -0.33945244550704956,
"beta_dpo/beta_margin_grad_std": 0.3146733343601227,
"beta_dpo/beta_margin_mean": 91.00566101074219,
"beta_dpo/beta_margin_std": 150.59832763671875,
"beta_dpo/beta_used": 0.5137372016906738,
"beta_dpo/beta_used_raw": 0.4158139228820801,
"beta_dpo/gap_mean": 150.82748413085938,
"beta_dpo/gap_std": 165.1314697265625,
"beta_dpo/loss_margin_mean": 160.3917999267578,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9955947136563876,
"grad_norm": 6134.18310546875,
"learning_rate": 5.270012410216185e-11,
"logits/chosen": -0.24406661093235016,
"logits/rejected": -0.23352187871932983,
"loss": 5.5623,
"step": 678
},
{
"beta_dpo/beta": 0.4399394392967224,
"beta_dpo/beta_margin_grad_mean": -0.202021986246109,
"beta_dpo/beta_margin_grad_std": 0.3905799984931946,
"beta_dpo/beta_margin_mean": 58.7913932800293,
"beta_dpo/beta_margin_std": 76.95616149902344,
"beta_dpo/beta_used": 0.4399394392967224,
"beta_dpo/beta_used_raw": 0.4399394392967224,
"beta_dpo/gap_mean": 149.608642578125,
"beta_dpo/gap_std": 166.2967529296875,
"beta_dpo/loss_margin_mean": 132.75094604492188,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9970631424375918,
"grad_norm": 2949.92333984375,
"learning_rate": 2.9644275480772416e-11,
"logits/chosen": -0.24739307165145874,
"logits/rejected": -0.2278253436088562,
"loss": 4.2081,
"step": 679
},
{
"beta_dpo/beta": 0.16887128353118896,
"beta_dpo/beta_margin_grad_mean": -0.2913900911808014,
"beta_dpo/beta_margin_grad_std": 0.28668370842933655,
"beta_dpo/beta_margin_mean": 24.72771453857422,
"beta_dpo/beta_margin_std": 45.65426254272461,
"beta_dpo/beta_used": 0.16887128353118896,
"beta_dpo/beta_used_raw": -0.949596643447876,
"beta_dpo/gap_mean": 149.79739379882812,
"beta_dpo/gap_std": 168.91465759277344,
"beta_dpo/loss_margin_mean": 154.96934509277344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 0.9985315712187959,
"grad_norm": 773.09716796875,
"learning_rate": 1.31753782067201e-11,
"logits/chosen": -0.282899409532547,
"logits/rejected": -0.2579476833343506,
"loss": 1.4902,
"step": 680
},
{
"beta_dpo/beta": 0.0010000000474974513,
"beta_dpo/beta_margin_grad_mean": -0.46664658188819885,
"beta_dpo/beta_margin_grad_std": 0.041838180273771286,
"beta_dpo/beta_margin_mean": 0.13485069572925568,
"beta_dpo/beta_margin_std": 0.17000959813594818,
"beta_dpo/beta_used": 0.0010000000474974513,
"beta_dpo/beta_used_raw": -1.753014087677002,
"beta_dpo/gap_mean": 145.9384002685547,
"beta_dpo/gap_std": 166.8389892578125,
"beta_dpo/loss_margin_mean": 134.85069274902344,
"beta_dpo/mask_keep_frac": 0.78125,
"epoch": 1.0,
"grad_norm": 11.882765769958496,
"learning_rate": 3.2938662507808745e-12,
"logits/chosen": -0.26762282848358154,
"logits/rejected": -0.25434818863868713,
"loss": 1.2798,
"step": 681
},
{
"epoch": 1.0,
"step": 681,
"total_flos": 0.0,
"train_loss": 2.627565469291942,
"train_runtime": 3177.7378,
"train_samples_per_second": 13.72,
"train_steps_per_second": 0.214
}
],
"logging_steps": 1,
"max_steps": 681,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 200,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}