Files

2057 lines
54 KiB
JSON
Raw Permalink Normal View History

{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9086778736937755,
"eval_steps": 500,
"global_step": 1000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"entropy": 10.69198923110962,
"epoch": 0.004543389368468878,
"grad_norm": 14.25,
"learning_rate": 2e-06,
"loss": 10.8255,
"mean_token_accuracy": 0.0,
"num_tokens": 10131.0,
"step": 5
},
{
"entropy": 10.691961860656738,
"epoch": 0.009086778736937756,
"grad_norm": 13.9375,
"learning_rate": 4.5e-06,
"loss": 10.7543,
"mean_token_accuracy": 0.00033454534714110195,
"num_tokens": 20042.0,
"step": 10
},
{
"entropy": 10.690863990783692,
"epoch": 0.013630168105406633,
"grad_norm": 9.8125,
"learning_rate": 7e-06,
"loss": 10.5076,
"mean_token_accuracy": 0.02908163322135806,
"num_tokens": 30596.0,
"step": 15
},
{
"entropy": 10.680220794677734,
"epoch": 0.01817355747387551,
"grad_norm": 6.5625,
"learning_rate": 9.5e-06,
"loss": 10.1604,
"mean_token_accuracy": 0.04479682110249996,
"num_tokens": 40667.0,
"step": 20
},
{
"entropy": 10.61959457397461,
"epoch": 0.02271694684234439,
"grad_norm": 4.78125,
"learning_rate": 1.2e-05,
"loss": 9.8647,
"mean_token_accuracy": 0.04831764362752437,
"num_tokens": 51027.0,
"step": 25
},
{
"entropy": 10.559894180297851,
"epoch": 0.027260336210813266,
"grad_norm": 3.3125,
"learning_rate": 1.4500000000000002e-05,
"loss": 9.7234,
"mean_token_accuracy": 0.043796106800436975,
"num_tokens": 61860.0,
"step": 30
},
{
"entropy": 10.580874252319337,
"epoch": 0.03180372557928214,
"grad_norm": 2.75,
"learning_rate": 1.7000000000000003e-05,
"loss": 9.5845,
"mean_token_accuracy": 0.042750259116292,
"num_tokens": 72136.0,
"step": 35
},
{
"entropy": 10.5773193359375,
"epoch": 0.03634711494775102,
"grad_norm": 2.796875,
"learning_rate": 1.95e-05,
"loss": 9.561,
"mean_token_accuracy": 0.0454920094460249,
"num_tokens": 82611.0,
"step": 40
},
{
"entropy": 10.545099830627441,
"epoch": 0.0408905043162199,
"grad_norm": 2.71875,
"learning_rate": 2.2e-05,
"loss": 9.5763,
"mean_token_accuracy": 0.04643099419772625,
"num_tokens": 92722.0,
"step": 45
},
{
"entropy": 10.54197654724121,
"epoch": 0.04543389368468878,
"grad_norm": 2.578125,
"learning_rate": 2.4500000000000003e-05,
"loss": 9.4838,
"mean_token_accuracy": 0.051533405855298045,
"num_tokens": 103258.0,
"step": 50
},
{
"entropy": 10.54912166595459,
"epoch": 0.049977283053157656,
"grad_norm": 2.59375,
"learning_rate": 2.7e-05,
"loss": 9.4581,
"mean_token_accuracy": 0.050457367300987245,
"num_tokens": 114277.0,
"step": 55
},
{
"entropy": 10.54041051864624,
"epoch": 0.05452067242162653,
"grad_norm": 2.59375,
"learning_rate": 2.95e-05,
"loss": 9.3354,
"mean_token_accuracy": 0.06432176940143108,
"num_tokens": 124098.0,
"step": 60
},
{
"entropy": 10.39171543121338,
"epoch": 0.059064061790095414,
"grad_norm": 2.640625,
"learning_rate": 3.2e-05,
"loss": 9.2163,
"mean_token_accuracy": 0.059896310418844224,
"num_tokens": 133775.0,
"step": 65
},
{
"entropy": 10.376233863830567,
"epoch": 0.06360745115856428,
"grad_norm": 2.546875,
"learning_rate": 3.4500000000000005e-05,
"loss": 9.1789,
"mean_token_accuracy": 0.06541561521589756,
"num_tokens": 144765.0,
"step": 70
},
{
"entropy": 10.435562705993652,
"epoch": 0.06815084052703317,
"grad_norm": 2.671875,
"learning_rate": 3.7e-05,
"loss": 9.0237,
"mean_token_accuracy": 0.07151055298745632,
"num_tokens": 154641.0,
"step": 75
},
{
"entropy": 10.328177547454834,
"epoch": 0.07269422989550205,
"grad_norm": 2.65625,
"learning_rate": 3.95e-05,
"loss": 8.9198,
"mean_token_accuracy": 0.07580552473664284,
"num_tokens": 164728.0,
"step": 80
},
{
"entropy": 10.30659589767456,
"epoch": 0.07723761926397092,
"grad_norm": 2.796875,
"learning_rate": 4.2000000000000004e-05,
"loss": 8.8567,
"mean_token_accuracy": 0.06854435540735722,
"num_tokens": 174739.0,
"step": 85
},
{
"entropy": 10.201157188415527,
"epoch": 0.0817810086324398,
"grad_norm": 2.234375,
"learning_rate": 4.45e-05,
"loss": 8.7127,
"mean_token_accuracy": 0.07744735479354858,
"num_tokens": 184580.0,
"step": 90
},
{
"entropy": 10.151866340637207,
"epoch": 0.08632439800090867,
"grad_norm": 2.1875,
"learning_rate": 4.7000000000000004e-05,
"loss": 8.6842,
"mean_token_accuracy": 0.07533066719770432,
"num_tokens": 195243.0,
"step": 95
},
{
"entropy": 10.13199291229248,
"epoch": 0.09086778736937756,
"grad_norm": 2.5,
"learning_rate": 4.9500000000000004e-05,
"loss": 8.5675,
"mean_token_accuracy": 0.08015098795294762,
"num_tokens": 205751.0,
"step": 100
},
{
"entropy": 10.04837646484375,
"epoch": 0.09541117673784644,
"grad_norm": 2.21875,
"learning_rate": 5.2e-05,
"loss": 8.4086,
"mean_token_accuracy": 0.07969476953148842,
"num_tokens": 217283.0,
"step": 105
},
{
"entropy": 10.001432323455811,
"epoch": 0.09995456610631531,
"grad_norm": 1.9921875,
"learning_rate": 5.45e-05,
"loss": 8.3112,
"mean_token_accuracy": 0.07908041924238204,
"num_tokens": 226909.0,
"step": 110
},
{
"entropy": 9.96151065826416,
"epoch": 0.10449795547478419,
"grad_norm": 1.9375,
"learning_rate": 5.7e-05,
"loss": 8.2717,
"mean_token_accuracy": 0.0716276228427887,
"num_tokens": 237343.0,
"step": 115
},
{
"entropy": 9.76609468460083,
"epoch": 0.10904134484325306,
"grad_norm": 1.828125,
"learning_rate": 5.9499999999999996e-05,
"loss": 8.0896,
"mean_token_accuracy": 0.08059490025043488,
"num_tokens": 246601.0,
"step": 120
},
{
"entropy": 9.774349784851074,
"epoch": 0.11358473421172194,
"grad_norm": 2.046875,
"learning_rate": 6.2e-05,
"loss": 7.9819,
"mean_token_accuracy": 0.08241913989186286,
"num_tokens": 256818.0,
"step": 125
},
{
"entropy": 9.546303367614746,
"epoch": 0.11812812358019083,
"grad_norm": 1.671875,
"learning_rate": 6.450000000000001e-05,
"loss": 7.792,
"mean_token_accuracy": 0.08451972156763077,
"num_tokens": 267157.0,
"step": 130
},
{
"entropy": 9.346164798736572,
"epoch": 0.1226715129486597,
"grad_norm": 1.5625,
"learning_rate": 6.7e-05,
"loss": 7.729,
"mean_token_accuracy": 0.08054408058524132,
"num_tokens": 277370.0,
"step": 135
},
{
"entropy": 9.197631072998046,
"epoch": 0.12721490231712856,
"grad_norm": 1.8125,
"learning_rate": 6.950000000000001e-05,
"loss": 7.6448,
"mean_token_accuracy": 0.07991334870457649,
"num_tokens": 287851.0,
"step": 140
},
{
"entropy": 8.952075290679932,
"epoch": 0.13175829168559747,
"grad_norm": 1.9765625,
"learning_rate": 7.2e-05,
"loss": 7.6049,
"mean_token_accuracy": 0.08717379048466682,
"num_tokens": 299043.0,
"step": 145
},
{
"entropy": 8.753842163085938,
"epoch": 0.13630168105406634,
"grad_norm": 1.390625,
"learning_rate": 7.45e-05,
"loss": 7.514,
"mean_token_accuracy": 0.08479600548744201,
"num_tokens": 308525.0,
"step": 150
},
{
"entropy": 8.543214130401612,
"epoch": 0.14084507042253522,
"grad_norm": 2.0625,
"learning_rate": 7.7e-05,
"loss": 7.3998,
"mean_token_accuracy": 0.08677626475691795,
"num_tokens": 318301.0,
"step": 155
},
{
"entropy": 8.366859912872314,
"epoch": 0.1453884597910041,
"grad_norm": 1.2578125,
"learning_rate": 7.950000000000001e-05,
"loss": 7.3808,
"mean_token_accuracy": 0.08776860758662224,
"num_tokens": 329599.0,
"step": 160
},
{
"entropy": 8.208882141113282,
"epoch": 0.14993184915947297,
"grad_norm": 1.4296875,
"learning_rate": 8.2e-05,
"loss": 7.2913,
"mean_token_accuracy": 0.08820515275001525,
"num_tokens": 339446.0,
"step": 165
},
{
"entropy": 8.189261150360107,
"epoch": 0.15447523852794184,
"grad_norm": 1.515625,
"learning_rate": 8.450000000000001e-05,
"loss": 7.361,
"mean_token_accuracy": 0.08676841780543328,
"num_tokens": 349579.0,
"step": 170
},
{
"entropy": 8.030198335647583,
"epoch": 0.15901862789641072,
"grad_norm": 1.3203125,
"learning_rate": 8.7e-05,
"loss": 7.2959,
"mean_token_accuracy": 0.08807415291666984,
"num_tokens": 359452.0,
"step": 175
},
{
"entropy": 7.909095239639282,
"epoch": 0.1635620172648796,
"grad_norm": 1.359375,
"learning_rate": 8.95e-05,
"loss": 7.2007,
"mean_token_accuracy": 0.09265701398253441,
"num_tokens": 369558.0,
"step": 180
},
{
"entropy": 7.885198545455933,
"epoch": 0.16810540663334847,
"grad_norm": 1.5234375,
"learning_rate": 9.2e-05,
"loss": 7.2374,
"mean_token_accuracy": 0.09019400030374528,
"num_tokens": 380458.0,
"step": 185
},
{
"entropy": 7.863682413101197,
"epoch": 0.17264879600181735,
"grad_norm": 1.3046875,
"learning_rate": 9.45e-05,
"loss": 7.2124,
"mean_token_accuracy": 0.09065315276384353,
"num_tokens": 390051.0,
"step": 190
},
{
"entropy": 7.756366014480591,
"epoch": 0.17719218537028622,
"grad_norm": 1.5234375,
"learning_rate": 9.7e-05,
"loss": 7.1623,
"mean_token_accuracy": 0.09404176101088524,
"num_tokens": 400343.0,
"step": 195
},
{
"entropy": 7.77233304977417,
"epoch": 0.18173557473875512,
"grad_norm": 1.2734375,
"learning_rate": 9.95e-05,
"loss": 7.1858,
"mean_token_accuracy": 0.09119251668453217,
"num_tokens": 410004.0,
"step": 200
},
{
"entropy": 7.71948881149292,
"epoch": 0.186278964107224,
"grad_norm": 1.3203125,
"learning_rate": 0.000102,
"loss": 7.1628,
"mean_token_accuracy": 0.08677014708518982,
"num_tokens": 421286.0,
"step": 205
},
{
"entropy": 7.720707845687866,
"epoch": 0.19082235347569287,
"grad_norm": 1.0546875,
"learning_rate": 0.00010449999999999999,
"loss": 7.1961,
"mean_token_accuracy": 0.08782461136579514,
"num_tokens": 432351.0,
"step": 210
},
{
"entropy": 7.727673149108886,
"epoch": 0.19536574284416175,
"grad_norm": 1.4609375,
"learning_rate": 0.000107,
"loss": 7.1924,
"mean_token_accuracy": 0.09309446811676025,
"num_tokens": 442843.0,
"step": 215
},
{
"entropy": 7.621369409561157,
"epoch": 0.19990913221263062,
"grad_norm": 1.3828125,
"learning_rate": 0.0001095,
"loss": 7.0629,
"mean_token_accuracy": 0.09052515476942062,
"num_tokens": 453370.0,
"step": 220
},
{
"entropy": 7.63883638381958,
"epoch": 0.2044525215810995,
"grad_norm": 1.4609375,
"learning_rate": 0.000112,
"loss": 7.2184,
"mean_token_accuracy": 0.0872538447380066,
"num_tokens": 464715.0,
"step": 225
},
{
"entropy": 7.644190263748169,
"epoch": 0.20899591094956838,
"grad_norm": 1.15625,
"learning_rate": 0.0001145,
"loss": 7.0549,
"mean_token_accuracy": 0.0908614382147789,
"num_tokens": 475086.0,
"step": 230
},
{
"entropy": 7.491489458084106,
"epoch": 0.21353930031803725,
"grad_norm": 1.171875,
"learning_rate": 0.00011700000000000001,
"loss": 7.1148,
"mean_token_accuracy": 0.10133155509829521,
"num_tokens": 486088.0,
"step": 235
},
{
"entropy": 7.578480529785156,
"epoch": 0.21808268968650613,
"grad_norm": 1.4921875,
"learning_rate": 0.00011949999999999999,
"loss": 7.0797,
"mean_token_accuracy": 0.09119723215699196,
"num_tokens": 496978.0,
"step": 240
},
{
"entropy": 7.449330139160156,
"epoch": 0.222626079054975,
"grad_norm": 1.09375,
"learning_rate": 0.000122,
"loss": 6.864,
"mean_token_accuracy": 0.1022227019071579,
"num_tokens": 507794.0,
"step": 245
},
{
"entropy": 7.454753732681274,
"epoch": 0.22716946842344388,
"grad_norm": 1.5078125,
"learning_rate": 0.0001245,
"loss": 7.0454,
"mean_token_accuracy": 0.09052475318312644,
"num_tokens": 517763.0,
"step": 250
},
{
"entropy": 7.496077680587769,
"epoch": 0.23171285779191278,
"grad_norm": 1.53125,
"learning_rate": 0.000127,
"loss": 6.9487,
"mean_token_accuracy": 0.0943218432366848,
"num_tokens": 527374.0,
"step": 255
},
{
"entropy": 7.425622415542603,
"epoch": 0.23625624716038165,
"grad_norm": 1.390625,
"learning_rate": 0.0001295,
"loss": 7.0141,
"mean_token_accuracy": 0.09675498828291892,
"num_tokens": 537435.0,
"step": 260
},
{
"entropy": 7.358550405502319,
"epoch": 0.24079963652885053,
"grad_norm": 1.390625,
"learning_rate": 0.000132,
"loss": 6.978,
"mean_token_accuracy": 0.09722853824496269,
"num_tokens": 547236.0,
"step": 265
},
{
"entropy": 7.3646965503692625,
"epoch": 0.2453430258973194,
"grad_norm": 1.3671875,
"learning_rate": 0.00013450000000000002,
"loss": 6.954,
"mean_token_accuracy": 0.09657247290015221,
"num_tokens": 557130.0,
"step": 270
},
{
"entropy": 7.437637186050415,
"epoch": 0.24988641526578828,
"grad_norm": 1.28125,
"learning_rate": 0.00013700000000000002,
"loss": 6.968,
"mean_token_accuracy": 0.09677831679582596,
"num_tokens": 567482.0,
"step": 275
},
{
"entropy": 7.320119571685791,
"epoch": 0.25442980463425713,
"grad_norm": 1.3046875,
"learning_rate": 0.0001395,
"loss": 6.862,
"mean_token_accuracy": 0.0923498347401619,
"num_tokens": 577084.0,
"step": 280
},
{
"entropy": 7.309446048736572,
"epoch": 0.25897319400272606,
"grad_norm": 1.328125,
"learning_rate": 0.00014199999999999998,
"loss": 6.972,
"mean_token_accuracy": 0.09742946326732635,
"num_tokens": 587980.0,
"step": 285
},
{
"entropy": 7.299356460571289,
"epoch": 0.26351658337119493,
"grad_norm": 1.3203125,
"learning_rate": 0.0001445,
"loss": 6.8505,
"mean_token_accuracy": 0.10278590098023414,
"num_tokens": 598989.0,
"step": 290
},
{
"entropy": 7.4622321128845215,
"epoch": 0.2680599727396638,
"grad_norm": 1.3359375,
"learning_rate": 0.000147,
"loss": 7.0462,
"mean_token_accuracy": 0.09367327913641929,
"num_tokens": 608599.0,
"step": 295
},
{
"entropy": 7.311740112304688,
"epoch": 0.2726033621081327,
"grad_norm": 1.21875,
"learning_rate": 0.0001495,
"loss": 6.8489,
"mean_token_accuracy": 0.09894169121980667,
"num_tokens": 619267.0,
"step": 300
},
{
"entropy": 7.329383373260498,
"epoch": 0.27714675147660156,
"grad_norm": 1.2578125,
"learning_rate": 0.000152,
"loss": 7.0237,
"mean_token_accuracy": 0.0995009183883667,
"num_tokens": 629991.0,
"step": 305
},
{
"entropy": 7.334739446640015,
"epoch": 0.28169014084507044,
"grad_norm": 1.34375,
"learning_rate": 0.00015450000000000001,
"loss": 6.9751,
"mean_token_accuracy": 0.09126680493354797,
"num_tokens": 641311.0,
"step": 310
},
{
"entropy": 7.340094423294067,
"epoch": 0.2862335302135393,
"grad_norm": 0.953125,
"learning_rate": 0.000157,
"loss": 6.9349,
"mean_token_accuracy": 0.0958991676568985,
"num_tokens": 651812.0,
"step": 315
},
{
"entropy": 7.323620367050171,
"epoch": 0.2907769195820082,
"grad_norm": 1.203125,
"learning_rate": 0.0001595,
"loss": 6.8849,
"mean_token_accuracy": 0.10023088753223419,
"num_tokens": 662387.0,
"step": 320
},
{
"entropy": 7.2562236309051515,
"epoch": 0.29532030895047706,
"grad_norm": 1.375,
"learning_rate": 0.000162,
"loss": 6.8697,
"mean_token_accuracy": 0.09553462415933608,
"num_tokens": 673018.0,
"step": 325
},
{
"entropy": 7.216851282119751,
"epoch": 0.29986369831894594,
"grad_norm": 1.328125,
"learning_rate": 0.00016450000000000001,
"loss": 6.8094,
"mean_token_accuracy": 0.09729016497731209,
"num_tokens": 683192.0,
"step": 330
},
{
"entropy": 7.253824520111084,
"epoch": 0.3044070876874148,
"grad_norm": 1.5,
"learning_rate": 0.00016700000000000002,
"loss": 6.9097,
"mean_token_accuracy": 0.10488839745521546,
"num_tokens": 692747.0,
"step": 335
},
{
"entropy": 7.1223766803741455,
"epoch": 0.3089504770558837,
"grad_norm": 1.0625,
"learning_rate": 0.00016950000000000003,
"loss": 6.8912,
"mean_token_accuracy": 0.09245335534214974,
"num_tokens": 705109.0,
"step": 340
},
{
"entropy": 7.2870441436767575,
"epoch": 0.31349386642435256,
"grad_norm": 1.234375,
"learning_rate": 0.00017199999999999998,
"loss": 6.8193,
"mean_token_accuracy": 0.09904048666357994,
"num_tokens": 715658.0,
"step": 345
},
{
"entropy": 7.1810273170471195,
"epoch": 0.31803725579282144,
"grad_norm": 1.25,
"learning_rate": 0.00017449999999999999,
"loss": 6.8301,
"mean_token_accuracy": 0.10451033040881157,
"num_tokens": 724961.0,
"step": 350
},
{
"entropy": 7.068193769454956,
"epoch": 0.3225806451612903,
"grad_norm": 1.3359375,
"learning_rate": 0.000177,
"loss": 6.7801,
"mean_token_accuracy": 0.10440796837210656,
"num_tokens": 735416.0,
"step": 355
},
{
"entropy": 7.2093346118927,
"epoch": 0.3271240345297592,
"grad_norm": 1.8046875,
"learning_rate": 0.0001795,
"loss": 6.8719,
"mean_token_accuracy": 0.10421840399503708,
"num_tokens": 745005.0,
"step": 360
},
{
"entropy": 7.2864179611206055,
"epoch": 0.33166742389822806,
"grad_norm": 1.328125,
"learning_rate": 0.000182,
"loss": 6.9046,
"mean_token_accuracy": 0.10184969678521157,
"num_tokens": 754743.0,
"step": 365
},
{
"entropy": 7.0180971145629885,
"epoch": 0.33621081326669694,
"grad_norm": 1.09375,
"learning_rate": 0.0001845,
"loss": 6.7603,
"mean_token_accuracy": 0.10306568518280983,
"num_tokens": 764897.0,
"step": 370
},
{
"entropy": 7.152372789382935,
"epoch": 0.3407542026351658,
"grad_norm": 1.1796875,
"learning_rate": 0.000187,
"loss": 6.8267,
"mean_token_accuracy": 0.09857897013425827,
"num_tokens": 775302.0,
"step": 375
},
{
"entropy": 7.124710941314698,
"epoch": 0.3452975920036347,
"grad_norm": 1.28125,
"learning_rate": 0.0001895,
"loss": 6.7588,
"mean_token_accuracy": 0.10548576042056083,
"num_tokens": 785694.0,
"step": 380
},
{
"entropy": 7.054194736480713,
"epoch": 0.34984098137210357,
"grad_norm": 1.2265625,
"learning_rate": 0.000192,
"loss": 6.72,
"mean_token_accuracy": 0.11008026450872421,
"num_tokens": 795045.0,
"step": 385
},
{
"entropy": 7.09068751335144,
"epoch": 0.35438437074057244,
"grad_norm": 1.265625,
"learning_rate": 0.0001945,
"loss": 6.781,
"mean_token_accuracy": 0.10049664527177811,
"num_tokens": 805579.0,
"step": 390
},
{
"entropy": 7.095667552947998,
"epoch": 0.35892776010904137,
"grad_norm": 1.109375,
"learning_rate": 0.00019700000000000002,
"loss": 6.6838,
"mean_token_accuracy": 0.10740630999207497,
"num_tokens": 816743.0,
"step": 395
},
{
"entropy": 7.093503808975219,
"epoch": 0.36347114947751025,
"grad_norm": 1.3046875,
"learning_rate": 0.00019950000000000002,
"loss": 6.8234,
"mean_token_accuracy": 0.09930850043892861,
"num_tokens": 827217.0,
"step": 400
},
{
"entropy": 7.012804555892944,
"epoch": 0.3680145388459791,
"grad_norm": 1.2265625,
"learning_rate": 0.000202,
"loss": 6.6731,
"mean_token_accuracy": 0.10424429401755334,
"num_tokens": 837555.0,
"step": 405
},
{
"entropy": 7.039196920394898,
"epoch": 0.372557928214448,
"grad_norm": 1.3203125,
"learning_rate": 0.00020449999999999998,
"loss": 6.7459,
"mean_token_accuracy": 0.10508461520075799,
"num_tokens": 846726.0,
"step": 410
},
{
"entropy": 7.120304107666016,
"epoch": 0.3771013175829169,
"grad_norm": 1.1015625,
"learning_rate": 0.000207,
"loss": 6.7475,
"mean_token_accuracy": 0.10223370566964149,
"num_tokens": 856535.0,
"step": 415
},
{
"entropy": 7.005828332901001,
"epoch": 0.38164470695138575,
"grad_norm": 1.125,
"learning_rate": 0.0002095,
"loss": 6.8069,
"mean_token_accuracy": 0.09859322756528854,
"num_tokens": 866973.0,
"step": 420
},
{
"entropy": 7.085656690597534,
"epoch": 0.3861880963198546,
"grad_norm": 1.2734375,
"learning_rate": 0.000212,
"loss": 6.7415,
"mean_token_accuracy": 0.1009980633854866,
"num_tokens": 877873.0,
"step": 425
},
{
"entropy": 7.018812036514282,
"epoch": 0.3907314856883235,
"grad_norm": 1.2265625,
"learning_rate": 0.0002145,
"loss": 6.7335,
"mean_token_accuracy": 0.10494705140590668,
"num_tokens": 887135.0,
"step": 430
},
{
"entropy": 7.096279811859131,
"epoch": 0.3952748750567924,
"grad_norm": 1.1640625,
"learning_rate": 0.00021700000000000002,
"loss": 6.7514,
"mean_token_accuracy": 0.10019353330135346,
"num_tokens": 897206.0,
"step": 435
},
{
"entropy": 7.024485397338867,
"epoch": 0.39981826442526125,
"grad_norm": 1.234375,
"learning_rate": 0.0002195,
"loss": 6.7353,
"mean_token_accuracy": 0.10563584491610527,
"num_tokens": 906808.0,
"step": 440
},
{
"entropy": 6.898047828674317,
"epoch": 0.4043616537937301,
"grad_norm": 1.265625,
"learning_rate": 0.000222,
"loss": 6.6422,
"mean_token_accuracy": 0.11458711996674538,
"num_tokens": 917177.0,
"step": 445
},
{
"entropy": 6.959504508972168,
"epoch": 0.408905043162199,
"grad_norm": 1.265625,
"learning_rate": 0.0002245,
"loss": 6.6907,
"mean_token_accuracy": 0.10576008260250092,
"num_tokens": 927229.0,
"step": 450
},
{
"entropy": 7.006360816955566,
"epoch": 0.4134484325306679,
"grad_norm": 1.2109375,
"learning_rate": 0.00022700000000000002,
"loss": 6.6812,
"mean_token_accuracy": 0.11021844074130058,
"num_tokens": 937832.0,
"step": 455
},
{
"entropy": 6.870974111557007,
"epoch": 0.41799182189913675,
"grad_norm": 1.21875,
"learning_rate": 0.00022950000000000002,
"loss": 6.6064,
"mean_token_accuracy": 0.10718697234988213,
"num_tokens": 948038.0,
"step": 460
},
{
"entropy": 7.002683067321778,
"epoch": 0.4225352112676056,
"grad_norm": 1.1015625,
"learning_rate": 0.00023200000000000003,
"loss": 6.7181,
"mean_token_accuracy": 0.10097691044211388,
"num_tokens": 957924.0,
"step": 465
},
{
"entropy": 6.933505868911743,
"epoch": 0.4270786006360745,
"grad_norm": 1.0078125,
"learning_rate": 0.00023449999999999998,
"loss": 6.6792,
"mean_token_accuracy": 0.10600680485367775,
"num_tokens": 968497.0,
"step": 470
},
{
"entropy": 6.915420055389404,
"epoch": 0.4316219900045434,
"grad_norm": 1.125,
"learning_rate": 0.000237,
"loss": 6.6043,
"mean_token_accuracy": 0.11050590574741363,
"num_tokens": 978878.0,
"step": 475
},
{
"entropy": 6.828244590759278,
"epoch": 0.43616537937301225,
"grad_norm": 1.2265625,
"learning_rate": 0.0002395,
"loss": 6.7024,
"mean_token_accuracy": 0.10729977861046791,
"num_tokens": 989984.0,
"step": 480
},
{
"entropy": 6.974292421340943,
"epoch": 0.4407087687414811,
"grad_norm": 1.125,
"learning_rate": 0.000242,
"loss": 6.6266,
"mean_token_accuracy": 0.1099898062646389,
"num_tokens": 1000254.0,
"step": 485
},
{
"entropy": 6.815394496917724,
"epoch": 0.44525215810995,
"grad_norm": 1.1640625,
"learning_rate": 0.0002445,
"loss": 6.687,
"mean_token_accuracy": 0.10523343607783317,
"num_tokens": 1010697.0,
"step": 490
},
{
"entropy": 7.067700672149658,
"epoch": 0.4497955474784189,
"grad_norm": 1.1171875,
"learning_rate": 0.000247,
"loss": 6.7775,
"mean_token_accuracy": 0.10482538044452668,
"num_tokens": 1020892.0,
"step": 495
},
{
"entropy": 6.969514179229736,
"epoch": 0.45433893684688775,
"grad_norm": 1.2421875,
"learning_rate": 0.0002495,
"loss": 6.6552,
"mean_token_accuracy": 0.11519927084445954,
"num_tokens": 1030380.0,
"step": 500
},
{
"epoch": 0.45433893684688775,
"eval_entropy": 6.938153394432955,
"eval_loss": 6.763866901397705,
"eval_mean_token_accuracy": 0.10726368882974913,
"eval_num_tokens": 1030380.0,
"eval_runtime": 2.6364,
"eval_samples_per_second": 1302.937,
"eval_steps_per_second": 163.104,
"step": 500
},
{
"entropy": 6.912630319595337,
"epoch": 0.45888232621535663,
"grad_norm": 1.3203125,
"learning_rate": 0.000252,
"loss": 6.7031,
"mean_token_accuracy": 0.10474735051393509,
"num_tokens": 1040301.0,
"step": 505
},
{
"entropy": 6.821575069427491,
"epoch": 0.46342571558382556,
"grad_norm": 1.2421875,
"learning_rate": 0.0002545,
"loss": 6.5677,
"mean_token_accuracy": 0.11079607084393502,
"num_tokens": 1051999.0,
"step": 510
},
{
"entropy": 7.036813116073608,
"epoch": 0.46796910495229443,
"grad_norm": 1.1640625,
"learning_rate": 0.000257,
"loss": 6.7879,
"mean_token_accuracy": 0.10318484753370286,
"num_tokens": 1063133.0,
"step": 515
},
{
"entropy": 6.810295963287354,
"epoch": 0.4725124943207633,
"grad_norm": 1.296875,
"learning_rate": 0.0002595,
"loss": 6.6059,
"mean_token_accuracy": 0.10231919735670089,
"num_tokens": 1073972.0,
"step": 520
},
{
"entropy": 6.8240800380706785,
"epoch": 0.4770558836892322,
"grad_norm": 1.484375,
"learning_rate": 0.000262,
"loss": 6.5935,
"mean_token_accuracy": 0.10545961037278176,
"num_tokens": 1084050.0,
"step": 525
},
{
"entropy": 6.935742712020874,
"epoch": 0.48159927305770106,
"grad_norm": 1.34375,
"learning_rate": 0.00026450000000000003,
"loss": 6.7033,
"mean_token_accuracy": 0.1093459077179432,
"num_tokens": 1094415.0,
"step": 530
},
{
"entropy": 6.71245813369751,
"epoch": 0.48614266242616994,
"grad_norm": 1.2109375,
"learning_rate": 0.00026700000000000004,
"loss": 6.6194,
"mean_token_accuracy": 0.10769399031996726,
"num_tokens": 1105133.0,
"step": 535
},
{
"entropy": 6.876086091995239,
"epoch": 0.4906860517946388,
"grad_norm": 1.1015625,
"learning_rate": 0.00026950000000000005,
"loss": 6.5726,
"mean_token_accuracy": 0.11468547657132148,
"num_tokens": 1115266.0,
"step": 540
},
{
"entropy": 6.729256963729858,
"epoch": 0.4952294411631077,
"grad_norm": 1.140625,
"learning_rate": 0.00027200000000000005,
"loss": 6.5545,
"mean_token_accuracy": 0.1140455037355423,
"num_tokens": 1124775.0,
"step": 545
},
{
"entropy": 6.831462669372558,
"epoch": 0.49977283053157656,
"grad_norm": 1.078125,
"learning_rate": 0.0002745,
"loss": 6.6004,
"mean_token_accuracy": 0.11026408672332763,
"num_tokens": 1134498.0,
"step": 550
},
{
"entropy": 6.807862949371338,
"epoch": 0.5043162199000454,
"grad_norm": 1.4609375,
"learning_rate": 0.000277,
"loss": 6.6423,
"mean_token_accuracy": 0.10805548503994941,
"num_tokens": 1146067.0,
"step": 555
},
{
"entropy": 6.918079137802124,
"epoch": 0.5088596092685143,
"grad_norm": 1.25,
"learning_rate": 0.0002795,
"loss": 6.6528,
"mean_token_accuracy": 0.10948517173528671,
"num_tokens": 1156349.0,
"step": 560
},
{
"entropy": 6.835301733016967,
"epoch": 0.5134029986369832,
"grad_norm": 1.1328125,
"learning_rate": 0.00028199999999999997,
"loss": 6.5719,
"mean_token_accuracy": 0.10832828059792518,
"num_tokens": 1166851.0,
"step": 565
},
{
"entropy": 6.76150369644165,
"epoch": 0.5179463880054521,
"grad_norm": 1.15625,
"learning_rate": 0.0002845,
"loss": 6.527,
"mean_token_accuracy": 0.11024561673402786,
"num_tokens": 1176899.0,
"step": 570
},
{
"entropy": 6.7258953094482425,
"epoch": 0.522489777373921,
"grad_norm": 0.95703125,
"learning_rate": 0.000287,
"loss": 6.6245,
"mean_token_accuracy": 0.10835396870970726,
"num_tokens": 1187383.0,
"step": 575
},
{
"entropy": 6.841786193847656,
"epoch": 0.5270331667423899,
"grad_norm": 1.1015625,
"learning_rate": 0.0002895,
"loss": 6.601,
"mean_token_accuracy": 0.11034611463546753,
"num_tokens": 1197836.0,
"step": 580
},
{
"entropy": 6.7962751388549805,
"epoch": 0.5315765561108587,
"grad_norm": 1.1328125,
"learning_rate": 0.000292,
"loss": 6.5547,
"mean_token_accuracy": 0.1168977290391922,
"num_tokens": 1208533.0,
"step": 585
},
{
"entropy": 6.752965354919434,
"epoch": 0.5361199454793276,
"grad_norm": 1.1484375,
"learning_rate": 0.0002945,
"loss": 6.5959,
"mean_token_accuracy": 0.10688599348068237,
"num_tokens": 1219397.0,
"step": 590
},
{
"entropy": 6.719386243820191,
"epoch": 0.5406633348477965,
"grad_norm": 1.0625,
"learning_rate": 0.000297,
"loss": 6.5847,
"mean_token_accuracy": 0.10793909430503845,
"num_tokens": 1229991.0,
"step": 595
},
{
"entropy": 6.685470914840698,
"epoch": 0.5452067242162654,
"grad_norm": 1.140625,
"learning_rate": 0.0002995,
"loss": 6.487,
"mean_token_accuracy": 0.10784793198108673,
"num_tokens": 1240343.0,
"step": 600
},
{
"entropy": 6.747214031219483,
"epoch": 0.5497501135847342,
"grad_norm": 1.1484375,
"learning_rate": 0.000302,
"loss": 6.5528,
"mean_token_accuracy": 0.10783586576581002,
"num_tokens": 1250432.0,
"step": 605
},
{
"entropy": 6.683514261245728,
"epoch": 0.5542935029532031,
"grad_norm": 1.125,
"learning_rate": 0.0003045,
"loss": 6.4859,
"mean_token_accuracy": 0.11751269921660423,
"num_tokens": 1260744.0,
"step": 610
},
{
"entropy": 6.735761070251465,
"epoch": 0.558836892321672,
"grad_norm": 1.1875,
"learning_rate": 0.000307,
"loss": 6.516,
"mean_token_accuracy": 0.11311889961361885,
"num_tokens": 1272155.0,
"step": 615
},
{
"entropy": 6.594959259033203,
"epoch": 0.5633802816901409,
"grad_norm": 1.234375,
"learning_rate": 0.0003095,
"loss": 6.3957,
"mean_token_accuracy": 0.11406432464718819,
"num_tokens": 1282240.0,
"step": 620
},
{
"entropy": 6.700835132598877,
"epoch": 0.5679236710586097,
"grad_norm": 1.1328125,
"learning_rate": 0.000312,
"loss": 6.5768,
"mean_token_accuracy": 0.11421498507261277,
"num_tokens": 1292169.0,
"step": 625
},
{
"entropy": 6.643769598007202,
"epoch": 0.5724670604270786,
"grad_norm": 1.171875,
"learning_rate": 0.0003145,
"loss": 6.474,
"mean_token_accuracy": 0.11547293737530709,
"num_tokens": 1302010.0,
"step": 630
},
{
"entropy": 6.698951387405396,
"epoch": 0.5770104497955475,
"grad_norm": 1.0546875,
"learning_rate": 0.000317,
"loss": 6.5299,
"mean_token_accuracy": 0.11720511168241501,
"num_tokens": 1312596.0,
"step": 635
},
{
"entropy": 6.670014810562134,
"epoch": 0.5815538391640164,
"grad_norm": 1.203125,
"learning_rate": 0.0003195,
"loss": 6.4806,
"mean_token_accuracy": 0.10972161293029785,
"num_tokens": 1321753.0,
"step": 640
},
{
"entropy": 6.6802314758300785,
"epoch": 0.5860972285324852,
"grad_norm": 1.1953125,
"learning_rate": 0.000322,
"loss": 6.5269,
"mean_token_accuracy": 0.11095310598611832,
"num_tokens": 1332059.0,
"step": 645
},
{
"entropy": 6.659747362136841,
"epoch": 0.5906406179009541,
"grad_norm": 1.140625,
"learning_rate": 0.00032450000000000003,
"loss": 6.5006,
"mean_token_accuracy": 0.11720726266503334,
"num_tokens": 1341517.0,
"step": 650
},
{
"entropy": 6.768359041213989,
"epoch": 0.595184007269423,
"grad_norm": 1.171875,
"learning_rate": 0.00032700000000000003,
"loss": 6.5744,
"mean_token_accuracy": 0.11781106889247894,
"num_tokens": 1351439.0,
"step": 655
},
{
"entropy": 6.605283737182617,
"epoch": 0.5997273966378919,
"grad_norm": 1.1875,
"learning_rate": 0.00032950000000000004,
"loss": 6.4471,
"mean_token_accuracy": 0.11385733485221863,
"num_tokens": 1360745.0,
"step": 660
},
{
"entropy": 6.614739894866943,
"epoch": 0.6042707860063607,
"grad_norm": 1.1171875,
"learning_rate": 0.00033200000000000005,
"loss": 6.4547,
"mean_token_accuracy": 0.11523936912417412,
"num_tokens": 1371931.0,
"step": 665
},
{
"entropy": 6.524019193649292,
"epoch": 0.6088141753748296,
"grad_norm": 1.1640625,
"learning_rate": 0.00033450000000000005,
"loss": 6.4051,
"mean_token_accuracy": 0.11907100528478623,
"num_tokens": 1382040.0,
"step": 670
},
{
"entropy": 6.583529663085938,
"epoch": 0.6133575647432985,
"grad_norm": 1.1875,
"learning_rate": 0.000337,
"loss": 6.4651,
"mean_token_accuracy": 0.10969016775488853,
"num_tokens": 1392690.0,
"step": 675
},
{
"entropy": 6.671084403991699,
"epoch": 0.6179009541117674,
"grad_norm": 1.2421875,
"learning_rate": 0.0003395,
"loss": 6.4711,
"mean_token_accuracy": 0.11799429208040238,
"num_tokens": 1403060.0,
"step": 680
},
{
"entropy": 6.62229208946228,
"epoch": 0.6224443434802363,
"grad_norm": 1.109375,
"learning_rate": 0.000342,
"loss": 6.4732,
"mean_token_accuracy": 0.11298275738954544,
"num_tokens": 1412895.0,
"step": 685
},
{
"entropy": 6.59600863456726,
"epoch": 0.6269877328487051,
"grad_norm": 1.234375,
"learning_rate": 0.00034449999999999997,
"loss": 6.425,
"mean_token_accuracy": 0.12277772873640061,
"num_tokens": 1423024.0,
"step": 690
},
{
"entropy": 6.580408048629761,
"epoch": 0.631531122217174,
"grad_norm": 1.125,
"learning_rate": 0.000347,
"loss": 6.4492,
"mean_token_accuracy": 0.11523076891899109,
"num_tokens": 1433578.0,
"step": 695
},
{
"entropy": 6.551895475387573,
"epoch": 0.6360745115856429,
"grad_norm": 1.203125,
"learning_rate": 0.0003495,
"loss": 6.4945,
"mean_token_accuracy": 0.11739786639809609,
"num_tokens": 1444473.0,
"step": 700
},
{
"entropy": 6.677528762817383,
"epoch": 0.6406179009541118,
"grad_norm": 1.125,
"learning_rate": 0.000352,
"loss": 6.513,
"mean_token_accuracy": 0.11457236558198929,
"num_tokens": 1454553.0,
"step": 705
},
{
"entropy": 6.594537878036499,
"epoch": 0.6451612903225806,
"grad_norm": 1.0234375,
"learning_rate": 0.0003545,
"loss": 6.368,
"mean_token_accuracy": 0.11736505180597305,
"num_tokens": 1464162.0,
"step": 710
},
{
"entropy": 6.536549663543701,
"epoch": 0.6497046796910495,
"grad_norm": 0.984375,
"learning_rate": 0.000357,
"loss": 6.4261,
"mean_token_accuracy": 0.11977096050977706,
"num_tokens": 1474691.0,
"step": 715
},
{
"entropy": 6.626703071594238,
"epoch": 0.6542480690595184,
"grad_norm": 1.28125,
"learning_rate": 0.0003595,
"loss": 6.5126,
"mean_token_accuracy": 0.11911239996552467,
"num_tokens": 1484650.0,
"step": 720
},
{
"entropy": 6.5932032585144045,
"epoch": 0.6587914584279873,
"grad_norm": 1.09375,
"learning_rate": 0.000362,
"loss": 6.4708,
"mean_token_accuracy": 0.11753673776984215,
"num_tokens": 1494788.0,
"step": 725
},
{
"entropy": 6.577540493011474,
"epoch": 0.6633348477964561,
"grad_norm": 1.2578125,
"learning_rate": 0.0003645,
"loss": 6.4192,
"mean_token_accuracy": 0.11684553176164628,
"num_tokens": 1506574.0,
"step": 730
},
{
"entropy": 6.492519283294678,
"epoch": 0.667878237164925,
"grad_norm": 1.2265625,
"learning_rate": 0.000367,
"loss": 6.44,
"mean_token_accuracy": 0.11481376960873604,
"num_tokens": 1517505.0,
"step": 735
},
{
"entropy": 6.5567238330841064,
"epoch": 0.6724216265333939,
"grad_norm": 1.1484375,
"learning_rate": 0.0003695,
"loss": 6.3389,
"mean_token_accuracy": 0.12622489854693414,
"num_tokens": 1526662.0,
"step": 740
},
{
"entropy": 6.474819231033325,
"epoch": 0.6769650159018628,
"grad_norm": 1.1875,
"learning_rate": 0.000372,
"loss": 6.4503,
"mean_token_accuracy": 0.117062958329916,
"num_tokens": 1536798.0,
"step": 745
},
{
"entropy": 6.589357805252075,
"epoch": 0.6815084052703316,
"grad_norm": 1.21875,
"learning_rate": 0.0003745,
"loss": 6.3611,
"mean_token_accuracy": 0.12048957645893096,
"num_tokens": 1546673.0,
"step": 750
},
{
"entropy": 6.47542667388916,
"epoch": 0.6860517946388005,
"grad_norm": 1.171875,
"learning_rate": 0.000377,
"loss": 6.3815,
"mean_token_accuracy": 0.12386295571923256,
"num_tokens": 1556793.0,
"step": 755
},
{
"entropy": 6.547279596328735,
"epoch": 0.6905951840072694,
"grad_norm": 1.2890625,
"learning_rate": 0.0003795,
"loss": 6.4267,
"mean_token_accuracy": 0.12142022401094436,
"num_tokens": 1566450.0,
"step": 760
},
{
"entropy": 6.490754413604736,
"epoch": 0.6951385733757383,
"grad_norm": 1.171875,
"learning_rate": 0.000382,
"loss": 6.4515,
"mean_token_accuracy": 0.12024893313646316,
"num_tokens": 1576353.0,
"step": 765
},
{
"entropy": 6.525695848464966,
"epoch": 0.6996819627442071,
"grad_norm": 1.0625,
"learning_rate": 0.0003845,
"loss": 6.3332,
"mean_token_accuracy": 0.12352794036269188,
"num_tokens": 1586318.0,
"step": 770
},
{
"entropy": 6.536564779281616,
"epoch": 0.704225352112676,
"grad_norm": 1.1953125,
"learning_rate": 0.00038700000000000003,
"loss": 6.4345,
"mean_token_accuracy": 0.11370632126927376,
"num_tokens": 1596839.0,
"step": 775
},
{
"entropy": 6.4864342212677,
"epoch": 0.7087687414811449,
"grad_norm": 1.234375,
"learning_rate": 0.00038950000000000003,
"loss": 6.4529,
"mean_token_accuracy": 0.12249588519334793,
"num_tokens": 1606843.0,
"step": 780
},
{
"entropy": 6.363466262817383,
"epoch": 0.7133121308496138,
"grad_norm": 1.09375,
"learning_rate": 0.00039200000000000004,
"loss": 6.4148,
"mean_token_accuracy": 0.11689037606120109,
"num_tokens": 1617048.0,
"step": 785
},
{
"entropy": 6.529700660705567,
"epoch": 0.7178555202180827,
"grad_norm": 1.078125,
"learning_rate": 0.00039450000000000005,
"loss": 6.3213,
"mean_token_accuracy": 0.12030550986528396,
"num_tokens": 1627472.0,
"step": 790
},
{
"entropy": 6.547754430770874,
"epoch": 0.7223989095865516,
"grad_norm": 1.1171875,
"learning_rate": 0.00039700000000000005,
"loss": 6.429,
"mean_token_accuracy": 0.11561316847801209,
"num_tokens": 1637716.0,
"step": 795
},
{
"entropy": 6.427017641067505,
"epoch": 0.7269422989550205,
"grad_norm": 1.140625,
"learning_rate": 0.0003995,
"loss": 6.4385,
"mean_token_accuracy": 0.11526587828993798,
"num_tokens": 1648119.0,
"step": 800
},
{
"entropy": 6.5540087699890135,
"epoch": 0.7314856883234894,
"grad_norm": 1.140625,
"learning_rate": 0.000402,
"loss": 6.3766,
"mean_token_accuracy": 0.1245071604847908,
"num_tokens": 1658214.0,
"step": 805
},
{
"entropy": 6.3835773944854735,
"epoch": 0.7360290776919582,
"grad_norm": 1.0625,
"learning_rate": 0.0004045,
"loss": 6.3437,
"mean_token_accuracy": 0.12322835624217987,
"num_tokens": 1668725.0,
"step": 810
},
{
"entropy": 6.435897397994995,
"epoch": 0.7405724670604271,
"grad_norm": 1.09375,
"learning_rate": 0.00040699999999999997,
"loss": 6.4166,
"mean_token_accuracy": 0.12298030406236649,
"num_tokens": 1678891.0,
"step": 815
},
{
"entropy": 6.519479846954345,
"epoch": 0.745115856428896,
"grad_norm": 1.140625,
"learning_rate": 0.0004095,
"loss": 6.3176,
"mean_token_accuracy": 0.12078626230359077,
"num_tokens": 1688749.0,
"step": 820
},
{
"entropy": 6.44858684539795,
"epoch": 0.7496592457973649,
"grad_norm": 1.109375,
"learning_rate": 0.000412,
"loss": 6.4246,
"mean_token_accuracy": 0.11904875412583352,
"num_tokens": 1699166.0,
"step": 825
},
{
"entropy": 6.509427452087403,
"epoch": 0.7542026351658337,
"grad_norm": 1.015625,
"learning_rate": 0.0004145,
"loss": 6.348,
"mean_token_accuracy": 0.12165467068552971,
"num_tokens": 1710690.0,
"step": 830
},
{
"entropy": 6.475676584243774,
"epoch": 0.7587460245343026,
"grad_norm": 1.1640625,
"learning_rate": 0.000417,
"loss": 6.4505,
"mean_token_accuracy": 0.11575704216957092,
"num_tokens": 1721169.0,
"step": 835
},
{
"entropy": 6.419601774215698,
"epoch": 0.7632894139027715,
"grad_norm": 1.171875,
"learning_rate": 0.0004195,
"loss": 6.3168,
"mean_token_accuracy": 0.11946589276194572,
"num_tokens": 1731523.0,
"step": 840
},
{
"entropy": 6.477061462402344,
"epoch": 0.7678328032712404,
"grad_norm": 1.0546875,
"learning_rate": 0.000422,
"loss": 6.3088,
"mean_token_accuracy": 0.11968929320573807,
"num_tokens": 1742316.0,
"step": 845
},
{
"entropy": 6.44489312171936,
"epoch": 0.7723761926397092,
"grad_norm": 1.15625,
"learning_rate": 0.0004245,
"loss": 6.4524,
"mean_token_accuracy": 0.12095453590154648,
"num_tokens": 1753424.0,
"step": 850
},
{
"entropy": 6.338519668579101,
"epoch": 0.7769195820081781,
"grad_norm": 1.2734375,
"learning_rate": 0.000427,
"loss": 6.2815,
"mean_token_accuracy": 0.12474420070648193,
"num_tokens": 1762814.0,
"step": 855
},
{
"entropy": 6.428976821899414,
"epoch": 0.781462971376647,
"grad_norm": 1.1171875,
"learning_rate": 0.0004295,
"loss": 6.4394,
"mean_token_accuracy": 0.11995334699749946,
"num_tokens": 1773096.0,
"step": 860
},
{
"entropy": 6.479230260848999,
"epoch": 0.7860063607451159,
"grad_norm": 1.015625,
"learning_rate": 0.000432,
"loss": 6.3472,
"mean_token_accuracy": 0.12182644307613373,
"num_tokens": 1783499.0,
"step": 865
},
{
"entropy": 6.607985353469848,
"epoch": 0.7905497501135847,
"grad_norm": 1.0390625,
"learning_rate": 0.0004345,
"loss": 6.5456,
"mean_token_accuracy": 0.1136684074997902,
"num_tokens": 1794107.0,
"step": 870
},
{
"entropy": 6.4030835151672365,
"epoch": 0.7950931394820536,
"grad_norm": 1.2578125,
"learning_rate": 0.000437,
"loss": 6.4216,
"mean_token_accuracy": 0.1149469256401062,
"num_tokens": 1805151.0,
"step": 875
},
{
"entropy": 6.488826656341553,
"epoch": 0.7996365288505225,
"grad_norm": 1.15625,
"learning_rate": 0.0004395,
"loss": 6.391,
"mean_token_accuracy": 0.11763054057955742,
"num_tokens": 1815205.0,
"step": 880
},
{
"entropy": 6.399917316436768,
"epoch": 0.8041799182189914,
"grad_norm": 1.09375,
"learning_rate": 0.000442,
"loss": 6.3587,
"mean_token_accuracy": 0.1239665150642395,
"num_tokens": 1825301.0,
"step": 885
},
{
"entropy": 6.424862003326416,
"epoch": 0.8087233075874602,
"grad_norm": 1.1171875,
"learning_rate": 0.0004445,
"loss": 6.379,
"mean_token_accuracy": 0.12152353450655937,
"num_tokens": 1835634.0,
"step": 890
},
{
"entropy": 6.472187471389771,
"epoch": 0.8132666969559291,
"grad_norm": 1.0078125,
"learning_rate": 0.000447,
"loss": 6.3892,
"mean_token_accuracy": 0.11498059630393982,
"num_tokens": 1846855.0,
"step": 895
},
{
"entropy": 6.382741403579712,
"epoch": 0.817810086324398,
"grad_norm": 1.1171875,
"learning_rate": 0.00044950000000000003,
"loss": 6.3587,
"mean_token_accuracy": 0.12044938951730728,
"num_tokens": 1857747.0,
"step": 900
},
{
"entropy": 6.446867799758911,
"epoch": 0.8223534756928669,
"grad_norm": 1.15625,
"learning_rate": 0.00045200000000000004,
"loss": 6.4105,
"mean_token_accuracy": 0.12059052139520646,
"num_tokens": 1868098.0,
"step": 905
},
{
"entropy": 6.350548887252808,
"epoch": 0.8268968650613358,
"grad_norm": 1.03125,
"learning_rate": 0.00045450000000000004,
"loss": 6.3093,
"mean_token_accuracy": 0.12493439465761184,
"num_tokens": 1879682.0,
"step": 910
},
{
"entropy": 6.432272911071777,
"epoch": 0.8314402544298046,
"grad_norm": 1.1171875,
"learning_rate": 0.00045700000000000005,
"loss": 6.3316,
"mean_token_accuracy": 0.12454040497541427,
"num_tokens": 1890605.0,
"step": 915
},
{
"entropy": 6.39534969329834,
"epoch": 0.8359836437982735,
"grad_norm": 1.15625,
"learning_rate": 0.00045950000000000006,
"loss": 6.3699,
"mean_token_accuracy": 0.12763101756572723,
"num_tokens": 1900861.0,
"step": 920
},
{
"entropy": 6.398876667022705,
"epoch": 0.8405270331667424,
"grad_norm": 1.28125,
"learning_rate": 0.000462,
"loss": 6.3464,
"mean_token_accuracy": 0.12193151786923409,
"num_tokens": 1910867.0,
"step": 925
},
{
"entropy": 6.434603929519653,
"epoch": 0.8450704225352113,
"grad_norm": 1.078125,
"learning_rate": 0.0004645,
"loss": 6.3612,
"mean_token_accuracy": 0.11605243608355523,
"num_tokens": 1921424.0,
"step": 930
},
{
"entropy": 6.368513393402099,
"epoch": 0.8496138119036801,
"grad_norm": 1.1484375,
"learning_rate": 0.000467,
"loss": 6.3433,
"mean_token_accuracy": 0.1275160454213619,
"num_tokens": 1930784.0,
"step": 935
},
{
"entropy": 6.395671701431274,
"epoch": 0.854157201272149,
"grad_norm": 1.0859375,
"learning_rate": 0.0004695,
"loss": 6.3324,
"mean_token_accuracy": 0.12198550030589103,
"num_tokens": 1940325.0,
"step": 940
},
{
"entropy": 6.335153245925904,
"epoch": 0.8587005906406179,
"grad_norm": 1.171875,
"learning_rate": 0.000472,
"loss": 6.3475,
"mean_token_accuracy": 0.12423227652907372,
"num_tokens": 1951799.0,
"step": 945
},
{
"entropy": 6.4373150825500485,
"epoch": 0.8632439800090868,
"grad_norm": 1.1015625,
"learning_rate": 0.0004745,
"loss": 6.3262,
"mean_token_accuracy": 0.11780767813324929,
"num_tokens": 1962311.0,
"step": 950
},
{
"entropy": 6.351272106170654,
"epoch": 0.8677873693775556,
"grad_norm": 1.0390625,
"learning_rate": 0.000477,
"loss": 6.338,
"mean_token_accuracy": 0.12228847667574883,
"num_tokens": 1974128.0,
"step": 955
},
{
"entropy": 6.251103639602661,
"epoch": 0.8723307587460245,
"grad_norm": 1.125,
"learning_rate": 0.0004795,
"loss": 6.2644,
"mean_token_accuracy": 0.12811544090509414,
"num_tokens": 1983765.0,
"step": 960
},
{
"entropy": 6.386243391036987,
"epoch": 0.8768741481144934,
"grad_norm": 1.140625,
"learning_rate": 0.000482,
"loss": 6.3339,
"mean_token_accuracy": 0.1216882549226284,
"num_tokens": 1994045.0,
"step": 965
},
{
"entropy": 6.403064489364624,
"epoch": 0.8814175374829623,
"grad_norm": 0.9453125,
"learning_rate": 0.0004845,
"loss": 6.4084,
"mean_token_accuracy": 0.11930646523833274,
"num_tokens": 2005353.0,
"step": 970
},
{
"entropy": 6.219151544570923,
"epoch": 0.8859609268514311,
"grad_norm": 1.09375,
"learning_rate": 0.000487,
"loss": 6.2239,
"mean_token_accuracy": 0.12836714312434197,
"num_tokens": 2015808.0,
"step": 975
},
{
"entropy": 6.362400388717651,
"epoch": 0.8905043162199,
"grad_norm": 1.078125,
"learning_rate": 0.0004895,
"loss": 6.2823,
"mean_token_accuracy": 0.1286115452647209,
"num_tokens": 2025824.0,
"step": 980
},
{
"entropy": 6.220054244995117,
"epoch": 0.8950477055883689,
"grad_norm": 0.96875,
"learning_rate": 0.000492,
"loss": 6.2977,
"mean_token_accuracy": 0.1320819690823555,
"num_tokens": 2036924.0,
"step": 985
},
{
"entropy": 6.383143568038941,
"epoch": 0.8995910949568378,
"grad_norm": 1.0703125,
"learning_rate": 0.0004945,
"loss": 6.3253,
"mean_token_accuracy": 0.12373943105340005,
"num_tokens": 2047302.0,
"step": 990
},
{
"entropy": 6.269778537750244,
"epoch": 0.9041344843253066,
"grad_norm": 1.15625,
"learning_rate": 0.000497,
"loss": 6.3067,
"mean_token_accuracy": 0.12240820974111558,
"num_tokens": 2057972.0,
"step": 995
},
{
"entropy": 6.2414275169372555,
"epoch": 0.9086778736937755,
"grad_norm": 1.1171875,
"learning_rate": 0.0004995,
"loss": 6.154,
"mean_token_accuracy": 0.12995185926556588,
"num_tokens": 2067916.0,
"step": 1000
},
{
"epoch": 0.9086778736937755,
"eval_entropy": 6.18265976351361,
"eval_loss": 6.422311782836914,
"eval_mean_token_accuracy": 0.12340358548559421,
"eval_num_tokens": 2067916.0,
"eval_runtime": 2.5935,
"eval_samples_per_second": 1324.482,
"eval_steps_per_second": 165.801,
"step": 1000
}
],
"logging_steps": 5,
"max_steps": 11000,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2977806477312000.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}