2057 lines
54 KiB
JSON
2057 lines
54 KiB
JSON
{
|
|
"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": 10.742555522918702,
|
|
"epoch": 0.004543389368468878,
|
|
"grad_norm": 5.0625,
|
|
"learning_rate": 2e-06,
|
|
"loss": 10.7779,
|
|
"mean_token_accuracy": 8.431703317910433e-05,
|
|
"num_tokens": 10156.0,
|
|
"step": 5
|
|
},
|
|
{
|
|
"entropy": 10.742563724517822,
|
|
"epoch": 0.009086778736937756,
|
|
"grad_norm": 5.25,
|
|
"learning_rate": 4.5e-06,
|
|
"loss": 10.7654,
|
|
"mean_token_accuracy": 0.0,
|
|
"num_tokens": 20669.0,
|
|
"step": 10
|
|
},
|
|
{
|
|
"entropy": 10.74255313873291,
|
|
"epoch": 0.013630168105406633,
|
|
"grad_norm": 4.9375,
|
|
"learning_rate": 7e-06,
|
|
"loss": 10.7397,
|
|
"mean_token_accuracy": 0.0,
|
|
"num_tokens": 30952.0,
|
|
"step": 15
|
|
},
|
|
{
|
|
"entropy": 10.742581939697265,
|
|
"epoch": 0.01817355747387551,
|
|
"grad_norm": 5.40625,
|
|
"learning_rate": 9.5e-06,
|
|
"loss": 10.6785,
|
|
"mean_token_accuracy": 0.0005094278021715581,
|
|
"num_tokens": 41429.0,
|
|
"step": 20
|
|
},
|
|
{
|
|
"entropy": 10.742574501037598,
|
|
"epoch": 0.02271694684234439,
|
|
"grad_norm": 4.90625,
|
|
"learning_rate": 1.2e-05,
|
|
"loss": 10.585,
|
|
"mean_token_accuracy": 0.004951991699635982,
|
|
"num_tokens": 52166.0,
|
|
"step": 25
|
|
},
|
|
{
|
|
"entropy": 10.742272472381591,
|
|
"epoch": 0.027260336210813266,
|
|
"grad_norm": 4.0,
|
|
"learning_rate": 1.4500000000000002e-05,
|
|
"loss": 10.439,
|
|
"mean_token_accuracy": 0.027590089477598667,
|
|
"num_tokens": 61670.0,
|
|
"step": 30
|
|
},
|
|
{
|
|
"entropy": 10.741254997253417,
|
|
"epoch": 0.03180372557928214,
|
|
"grad_norm": 3.203125,
|
|
"learning_rate": 1.7000000000000003e-05,
|
|
"loss": 10.2851,
|
|
"mean_token_accuracy": 0.040197663381695746,
|
|
"num_tokens": 71702.0,
|
|
"step": 35
|
|
},
|
|
{
|
|
"entropy": 10.738425350189209,
|
|
"epoch": 0.03634711494775102,
|
|
"grad_norm": 2.734375,
|
|
"learning_rate": 1.95e-05,
|
|
"loss": 10.129,
|
|
"mean_token_accuracy": 0.04816498160362244,
|
|
"num_tokens": 82840.0,
|
|
"step": 40
|
|
},
|
|
{
|
|
"entropy": 10.734417152404784,
|
|
"epoch": 0.0408905043162199,
|
|
"grad_norm": 2.359375,
|
|
"learning_rate": 2.2e-05,
|
|
"loss": 10.0098,
|
|
"mean_token_accuracy": 0.04295867718756199,
|
|
"num_tokens": 92290.0,
|
|
"step": 45
|
|
},
|
|
{
|
|
"entropy": 10.731618976593017,
|
|
"epoch": 0.04543389368468878,
|
|
"grad_norm": 2.21875,
|
|
"learning_rate": 2.4500000000000003e-05,
|
|
"loss": 9.9604,
|
|
"mean_token_accuracy": 0.04617781527340412,
|
|
"num_tokens": 101842.0,
|
|
"step": 50
|
|
},
|
|
{
|
|
"entropy": 10.729147243499757,
|
|
"epoch": 0.049977283053157656,
|
|
"grad_norm": 1.875,
|
|
"learning_rate": 2.7e-05,
|
|
"loss": 9.9546,
|
|
"mean_token_accuracy": 0.04403300806879997,
|
|
"num_tokens": 114030.0,
|
|
"step": 55
|
|
},
|
|
{
|
|
"entropy": 10.727308368682861,
|
|
"epoch": 0.05452067242162653,
|
|
"grad_norm": 1.890625,
|
|
"learning_rate": 2.95e-05,
|
|
"loss": 9.8581,
|
|
"mean_token_accuracy": 0.04366073869168759,
|
|
"num_tokens": 124349.0,
|
|
"step": 60
|
|
},
|
|
{
|
|
"entropy": 10.726133060455322,
|
|
"epoch": 0.059064061790095414,
|
|
"grad_norm": 1.9609375,
|
|
"learning_rate": 3.2e-05,
|
|
"loss": 9.7412,
|
|
"mean_token_accuracy": 0.044536291435360906,
|
|
"num_tokens": 133534.0,
|
|
"step": 65
|
|
},
|
|
{
|
|
"entropy": 10.724782562255859,
|
|
"epoch": 0.06360745115856428,
|
|
"grad_norm": 2.0625,
|
|
"learning_rate": 3.4500000000000005e-05,
|
|
"loss": 9.6971,
|
|
"mean_token_accuracy": 0.041312586329877374,
|
|
"num_tokens": 144383.0,
|
|
"step": 70
|
|
},
|
|
{
|
|
"entropy": 10.723019886016846,
|
|
"epoch": 0.06815084052703317,
|
|
"grad_norm": 1.8359375,
|
|
"learning_rate": 3.7e-05,
|
|
"loss": 9.6751,
|
|
"mean_token_accuracy": 0.04508417844772339,
|
|
"num_tokens": 155467.0,
|
|
"step": 75
|
|
},
|
|
{
|
|
"entropy": 10.717958164215087,
|
|
"epoch": 0.07269422989550205,
|
|
"grad_norm": 1.9609375,
|
|
"learning_rate": 3.95e-05,
|
|
"loss": 9.5919,
|
|
"mean_token_accuracy": 0.045108040794730186,
|
|
"num_tokens": 165903.0,
|
|
"step": 80
|
|
},
|
|
{
|
|
"entropy": 10.709596824645995,
|
|
"epoch": 0.07723761926397092,
|
|
"grad_norm": 2.125,
|
|
"learning_rate": 4.2000000000000004e-05,
|
|
"loss": 9.511,
|
|
"mean_token_accuracy": 0.04253413174301386,
|
|
"num_tokens": 175812.0,
|
|
"step": 85
|
|
},
|
|
{
|
|
"entropy": 10.702213764190674,
|
|
"epoch": 0.0817810086324398,
|
|
"grad_norm": 1.9140625,
|
|
"learning_rate": 4.45e-05,
|
|
"loss": 9.4176,
|
|
"mean_token_accuracy": 0.04180197641253471,
|
|
"num_tokens": 186357.0,
|
|
"step": 90
|
|
},
|
|
{
|
|
"entropy": 10.6961669921875,
|
|
"epoch": 0.08632439800090867,
|
|
"grad_norm": 1.96875,
|
|
"learning_rate": 4.7000000000000004e-05,
|
|
"loss": 9.3391,
|
|
"mean_token_accuracy": 0.04544849582016468,
|
|
"num_tokens": 196124.0,
|
|
"step": 95
|
|
},
|
|
{
|
|
"entropy": 10.684025192260743,
|
|
"epoch": 0.09086778736937756,
|
|
"grad_norm": 1.9609375,
|
|
"learning_rate": 4.9500000000000004e-05,
|
|
"loss": 9.2392,
|
|
"mean_token_accuracy": 0.05092858672142029,
|
|
"num_tokens": 205655.0,
|
|
"step": 100
|
|
},
|
|
{
|
|
"entropy": 10.664148139953614,
|
|
"epoch": 0.09541117673784644,
|
|
"grad_norm": 1.875,
|
|
"learning_rate": 5.2e-05,
|
|
"loss": 9.1639,
|
|
"mean_token_accuracy": 0.05325500890612602,
|
|
"num_tokens": 215870.0,
|
|
"step": 105
|
|
},
|
|
{
|
|
"entropy": 10.64291820526123,
|
|
"epoch": 0.09995456610631531,
|
|
"grad_norm": 1.90625,
|
|
"learning_rate": 5.45e-05,
|
|
"loss": 9.0589,
|
|
"mean_token_accuracy": 0.056853560358285905,
|
|
"num_tokens": 225027.0,
|
|
"step": 110
|
|
},
|
|
{
|
|
"entropy": 10.60800380706787,
|
|
"epoch": 0.10449795547478419,
|
|
"grad_norm": 1.8515625,
|
|
"learning_rate": 5.7e-05,
|
|
"loss": 8.9662,
|
|
"mean_token_accuracy": 0.05881645642220974,
|
|
"num_tokens": 236352.0,
|
|
"step": 115
|
|
},
|
|
{
|
|
"entropy": 10.564264106750489,
|
|
"epoch": 0.10904134484325306,
|
|
"grad_norm": 1.8125,
|
|
"learning_rate": 5.9499999999999996e-05,
|
|
"loss": 8.8255,
|
|
"mean_token_accuracy": 0.06017065867781639,
|
|
"num_tokens": 246713.0,
|
|
"step": 120
|
|
},
|
|
{
|
|
"entropy": 10.5113018989563,
|
|
"epoch": 0.11358473421172194,
|
|
"grad_norm": 1.7890625,
|
|
"learning_rate": 6.2e-05,
|
|
"loss": 8.666,
|
|
"mean_token_accuracy": 0.06393568031489849,
|
|
"num_tokens": 256950.0,
|
|
"step": 125
|
|
},
|
|
{
|
|
"entropy": 10.445667171478272,
|
|
"epoch": 0.11812812358019083,
|
|
"grad_norm": 1.671875,
|
|
"learning_rate": 6.450000000000001e-05,
|
|
"loss": 8.6162,
|
|
"mean_token_accuracy": 0.06482643783092498,
|
|
"num_tokens": 267345.0,
|
|
"step": 130
|
|
},
|
|
{
|
|
"entropy": 10.374823379516602,
|
|
"epoch": 0.1226715129486597,
|
|
"grad_norm": 1.9765625,
|
|
"learning_rate": 6.7e-05,
|
|
"loss": 8.4096,
|
|
"mean_token_accuracy": 0.07293099723756313,
|
|
"num_tokens": 276782.0,
|
|
"step": 135
|
|
},
|
|
{
|
|
"entropy": 10.27814416885376,
|
|
"epoch": 0.12721490231712856,
|
|
"grad_norm": 1.5390625,
|
|
"learning_rate": 6.950000000000001e-05,
|
|
"loss": 8.2813,
|
|
"mean_token_accuracy": 0.073567845672369,
|
|
"num_tokens": 287024.0,
|
|
"step": 140
|
|
},
|
|
{
|
|
"entropy": 10.162126541137695,
|
|
"epoch": 0.13175829168559747,
|
|
"grad_norm": 1.4140625,
|
|
"learning_rate": 7.2e-05,
|
|
"loss": 8.255,
|
|
"mean_token_accuracy": 0.07345798872411251,
|
|
"num_tokens": 296597.0,
|
|
"step": 145
|
|
},
|
|
{
|
|
"entropy": 10.039239120483398,
|
|
"epoch": 0.13630168105406634,
|
|
"grad_norm": 1.546875,
|
|
"learning_rate": 7.45e-05,
|
|
"loss": 8.0456,
|
|
"mean_token_accuracy": 0.07541064321994781,
|
|
"num_tokens": 307709.0,
|
|
"step": 150
|
|
},
|
|
{
|
|
"entropy": 9.879199600219726,
|
|
"epoch": 0.14084507042253522,
|
|
"grad_norm": 1.2734375,
|
|
"learning_rate": 7.7e-05,
|
|
"loss": 8.0019,
|
|
"mean_token_accuracy": 0.07952367104589939,
|
|
"num_tokens": 317976.0,
|
|
"step": 155
|
|
},
|
|
{
|
|
"entropy": 9.700241374969483,
|
|
"epoch": 0.1453884597910041,
|
|
"grad_norm": 1.25,
|
|
"learning_rate": 7.950000000000001e-05,
|
|
"loss": 7.8309,
|
|
"mean_token_accuracy": 0.07648782916367054,
|
|
"num_tokens": 327319.0,
|
|
"step": 160
|
|
},
|
|
{
|
|
"entropy": 9.498950004577637,
|
|
"epoch": 0.14993184915947297,
|
|
"grad_norm": 1.2109375,
|
|
"learning_rate": 8.2e-05,
|
|
"loss": 7.7494,
|
|
"mean_token_accuracy": 0.07844193913042545,
|
|
"num_tokens": 337337.0,
|
|
"step": 165
|
|
},
|
|
{
|
|
"entropy": 9.23708553314209,
|
|
"epoch": 0.15447523852794184,
|
|
"grad_norm": 1.1484375,
|
|
"learning_rate": 8.450000000000001e-05,
|
|
"loss": 7.7247,
|
|
"mean_token_accuracy": 0.07220172360539437,
|
|
"num_tokens": 347779.0,
|
|
"step": 170
|
|
},
|
|
{
|
|
"entropy": 9.071245193481445,
|
|
"epoch": 0.15901862789641072,
|
|
"grad_norm": 1.1484375,
|
|
"learning_rate": 8.7e-05,
|
|
"loss": 7.6848,
|
|
"mean_token_accuracy": 0.07456069067120552,
|
|
"num_tokens": 358088.0,
|
|
"step": 175
|
|
},
|
|
{
|
|
"entropy": 8.767854022979737,
|
|
"epoch": 0.1635620172648796,
|
|
"grad_norm": 0.95703125,
|
|
"learning_rate": 8.95e-05,
|
|
"loss": 7.5652,
|
|
"mean_token_accuracy": 0.07797556966543198,
|
|
"num_tokens": 368314.0,
|
|
"step": 180
|
|
},
|
|
{
|
|
"entropy": 8.613600921630859,
|
|
"epoch": 0.16810540663334847,
|
|
"grad_norm": 0.890625,
|
|
"learning_rate": 9.2e-05,
|
|
"loss": 7.4354,
|
|
"mean_token_accuracy": 0.08428428322076797,
|
|
"num_tokens": 378406.0,
|
|
"step": 185
|
|
},
|
|
{
|
|
"entropy": 8.429571628570557,
|
|
"epoch": 0.17264879600181735,
|
|
"grad_norm": 0.875,
|
|
"learning_rate": 9.45e-05,
|
|
"loss": 7.439,
|
|
"mean_token_accuracy": 0.08039730936288833,
|
|
"num_tokens": 388912.0,
|
|
"step": 190
|
|
},
|
|
{
|
|
"entropy": 8.273902130126952,
|
|
"epoch": 0.17719218537028622,
|
|
"grad_norm": 0.828125,
|
|
"learning_rate": 9.7e-05,
|
|
"loss": 7.4157,
|
|
"mean_token_accuracy": 0.08314879797399044,
|
|
"num_tokens": 399290.0,
|
|
"step": 195
|
|
},
|
|
{
|
|
"entropy": 8.167303562164307,
|
|
"epoch": 0.18173557473875512,
|
|
"grad_norm": 0.7421875,
|
|
"learning_rate": 9.95e-05,
|
|
"loss": 7.322,
|
|
"mean_token_accuracy": 0.08215823769569397,
|
|
"num_tokens": 409757.0,
|
|
"step": 200
|
|
},
|
|
{
|
|
"entropy": 8.126931190490723,
|
|
"epoch": 0.186278964107224,
|
|
"grad_norm": 1.171875,
|
|
"learning_rate": 0.000102,
|
|
"loss": 7.4599,
|
|
"mean_token_accuracy": 0.08315562084317207,
|
|
"num_tokens": 420182.0,
|
|
"step": 205
|
|
},
|
|
{
|
|
"entropy": 8.04471731185913,
|
|
"epoch": 0.19082235347569287,
|
|
"grad_norm": 0.875,
|
|
"learning_rate": 0.00010449999999999999,
|
|
"loss": 7.3635,
|
|
"mean_token_accuracy": 0.08014154359698296,
|
|
"num_tokens": 429897.0,
|
|
"step": 210
|
|
},
|
|
{
|
|
"entropy": 7.973057556152344,
|
|
"epoch": 0.19536574284416175,
|
|
"grad_norm": 0.90234375,
|
|
"learning_rate": 0.000107,
|
|
"loss": 7.2597,
|
|
"mean_token_accuracy": 0.08170034214854241,
|
|
"num_tokens": 441131.0,
|
|
"step": 215
|
|
},
|
|
{
|
|
"entropy": 7.934465074539185,
|
|
"epoch": 0.19990913221263062,
|
|
"grad_norm": 0.76953125,
|
|
"learning_rate": 0.0001095,
|
|
"loss": 7.2285,
|
|
"mean_token_accuracy": 0.08460488840937615,
|
|
"num_tokens": 451894.0,
|
|
"step": 220
|
|
},
|
|
{
|
|
"entropy": 7.865971183776855,
|
|
"epoch": 0.2044525215810995,
|
|
"grad_norm": 0.953125,
|
|
"learning_rate": 0.000112,
|
|
"loss": 7.1586,
|
|
"mean_token_accuracy": 0.08472679629921913,
|
|
"num_tokens": 462613.0,
|
|
"step": 225
|
|
},
|
|
{
|
|
"entropy": 7.905964708328247,
|
|
"epoch": 0.20899591094956838,
|
|
"grad_norm": 0.9140625,
|
|
"learning_rate": 0.0001145,
|
|
"loss": 7.2551,
|
|
"mean_token_accuracy": 0.08738799616694451,
|
|
"num_tokens": 471606.0,
|
|
"step": 230
|
|
},
|
|
{
|
|
"entropy": 7.820685958862304,
|
|
"epoch": 0.21353930031803725,
|
|
"grad_norm": 0.984375,
|
|
"learning_rate": 0.00011700000000000001,
|
|
"loss": 7.1499,
|
|
"mean_token_accuracy": 0.08987567648291588,
|
|
"num_tokens": 481559.0,
|
|
"step": 235
|
|
},
|
|
{
|
|
"entropy": 7.777825260162354,
|
|
"epoch": 0.21808268968650613,
|
|
"grad_norm": 0.96875,
|
|
"learning_rate": 0.00011949999999999999,
|
|
"loss": 7.1686,
|
|
"mean_token_accuracy": 0.0859978199005127,
|
|
"num_tokens": 492766.0,
|
|
"step": 240
|
|
},
|
|
{
|
|
"entropy": 7.835345315933227,
|
|
"epoch": 0.222626079054975,
|
|
"grad_norm": 1.03125,
|
|
"learning_rate": 0.000122,
|
|
"loss": 7.2285,
|
|
"mean_token_accuracy": 0.08684551119804382,
|
|
"num_tokens": 503357.0,
|
|
"step": 245
|
|
},
|
|
{
|
|
"entropy": 7.6760852336883545,
|
|
"epoch": 0.22716946842344388,
|
|
"grad_norm": 1.0625,
|
|
"learning_rate": 0.0001245,
|
|
"loss": 7.0637,
|
|
"mean_token_accuracy": 0.08950686678290368,
|
|
"num_tokens": 513098.0,
|
|
"step": 250
|
|
},
|
|
{
|
|
"entropy": 7.730396175384522,
|
|
"epoch": 0.23171285779191278,
|
|
"grad_norm": 0.98828125,
|
|
"learning_rate": 0.000127,
|
|
"loss": 7.1422,
|
|
"mean_token_accuracy": 0.08494780957698822,
|
|
"num_tokens": 522807.0,
|
|
"step": 255
|
|
},
|
|
{
|
|
"entropy": 7.82570514678955,
|
|
"epoch": 0.23625624716038165,
|
|
"grad_norm": 0.890625,
|
|
"learning_rate": 0.0001295,
|
|
"loss": 7.1568,
|
|
"mean_token_accuracy": 0.0862432986497879,
|
|
"num_tokens": 532670.0,
|
|
"step": 260
|
|
},
|
|
{
|
|
"entropy": 7.713788843154907,
|
|
"epoch": 0.24079963652885053,
|
|
"grad_norm": 0.90625,
|
|
"learning_rate": 0.000132,
|
|
"loss": 7.0973,
|
|
"mean_token_accuracy": 0.0868481919169426,
|
|
"num_tokens": 543647.0,
|
|
"step": 265
|
|
},
|
|
{
|
|
"entropy": 7.765906810760498,
|
|
"epoch": 0.2453430258973194,
|
|
"grad_norm": 1.2109375,
|
|
"learning_rate": 0.00013450000000000002,
|
|
"loss": 7.112,
|
|
"mean_token_accuracy": 0.09636801481246948,
|
|
"num_tokens": 553047.0,
|
|
"step": 270
|
|
},
|
|
{
|
|
"entropy": 7.660856294631958,
|
|
"epoch": 0.24988641526578828,
|
|
"grad_norm": 0.91015625,
|
|
"learning_rate": 0.00013700000000000002,
|
|
"loss": 7.1678,
|
|
"mean_token_accuracy": 0.09444689303636551,
|
|
"num_tokens": 563413.0,
|
|
"step": 275
|
|
},
|
|
{
|
|
"entropy": 7.606683969497681,
|
|
"epoch": 0.25442980463425713,
|
|
"grad_norm": 0.921875,
|
|
"learning_rate": 0.0001395,
|
|
"loss": 7.1218,
|
|
"mean_token_accuracy": 0.089845459908247,
|
|
"num_tokens": 573790.0,
|
|
"step": 280
|
|
},
|
|
{
|
|
"entropy": 7.731978559494019,
|
|
"epoch": 0.25897319400272606,
|
|
"grad_norm": 1.1015625,
|
|
"learning_rate": 0.00014199999999999998,
|
|
"loss": 7.0439,
|
|
"mean_token_accuracy": 0.09121683463454247,
|
|
"num_tokens": 582958.0,
|
|
"step": 285
|
|
},
|
|
{
|
|
"entropy": 7.521587800979614,
|
|
"epoch": 0.26351658337119493,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.0001445,
|
|
"loss": 6.9904,
|
|
"mean_token_accuracy": 0.09767817184329033,
|
|
"num_tokens": 592886.0,
|
|
"step": 290
|
|
},
|
|
{
|
|
"entropy": 7.548699855804443,
|
|
"epoch": 0.2680599727396638,
|
|
"grad_norm": 0.97265625,
|
|
"learning_rate": 0.000147,
|
|
"loss": 7.0399,
|
|
"mean_token_accuracy": 0.09062462002038955,
|
|
"num_tokens": 603692.0,
|
|
"step": 295
|
|
},
|
|
{
|
|
"entropy": 7.651094913482666,
|
|
"epoch": 0.2726033621081327,
|
|
"grad_norm": 0.9765625,
|
|
"learning_rate": 0.0001495,
|
|
"loss": 7.0823,
|
|
"mean_token_accuracy": 0.0895950011909008,
|
|
"num_tokens": 613534.0,
|
|
"step": 300
|
|
},
|
|
{
|
|
"entropy": 7.61688346862793,
|
|
"epoch": 0.27714675147660156,
|
|
"grad_norm": 1.0546875,
|
|
"learning_rate": 0.000152,
|
|
"loss": 7.0274,
|
|
"mean_token_accuracy": 0.09576684832572938,
|
|
"num_tokens": 623862.0,
|
|
"step": 305
|
|
},
|
|
{
|
|
"entropy": 7.62919430732727,
|
|
"epoch": 0.28169014084507044,
|
|
"grad_norm": 1.171875,
|
|
"learning_rate": 0.00015450000000000001,
|
|
"loss": 7.1036,
|
|
"mean_token_accuracy": 0.09453180059790611,
|
|
"num_tokens": 633759.0,
|
|
"step": 310
|
|
},
|
|
{
|
|
"entropy": 7.475176191329956,
|
|
"epoch": 0.2862335302135393,
|
|
"grad_norm": 0.9765625,
|
|
"learning_rate": 0.000157,
|
|
"loss": 6.9859,
|
|
"mean_token_accuracy": 0.09430009499192238,
|
|
"num_tokens": 643553.0,
|
|
"step": 315
|
|
},
|
|
{
|
|
"entropy": 7.528373908996582,
|
|
"epoch": 0.2907769195820082,
|
|
"grad_norm": 0.89453125,
|
|
"learning_rate": 0.0001595,
|
|
"loss": 6.9115,
|
|
"mean_token_accuracy": 0.09864105582237244,
|
|
"num_tokens": 653714.0,
|
|
"step": 320
|
|
},
|
|
{
|
|
"entropy": 7.604555463790893,
|
|
"epoch": 0.29532030895047706,
|
|
"grad_norm": 1.109375,
|
|
"learning_rate": 0.000162,
|
|
"loss": 6.9306,
|
|
"mean_token_accuracy": 0.10158697441220284,
|
|
"num_tokens": 662817.0,
|
|
"step": 325
|
|
},
|
|
{
|
|
"entropy": 7.483990573883057,
|
|
"epoch": 0.29986369831894594,
|
|
"grad_norm": 1.2265625,
|
|
"learning_rate": 0.00016450000000000001,
|
|
"loss": 6.9631,
|
|
"mean_token_accuracy": 0.0952290877699852,
|
|
"num_tokens": 672381.0,
|
|
"step": 330
|
|
},
|
|
{
|
|
"entropy": 7.382349872589112,
|
|
"epoch": 0.3044070876874148,
|
|
"grad_norm": 0.9765625,
|
|
"learning_rate": 0.00016700000000000002,
|
|
"loss": 6.8338,
|
|
"mean_token_accuracy": 0.09701873064041137,
|
|
"num_tokens": 682525.0,
|
|
"step": 335
|
|
},
|
|
{
|
|
"entropy": 7.496461296081543,
|
|
"epoch": 0.3089504770558837,
|
|
"grad_norm": 1.1484375,
|
|
"learning_rate": 0.00016950000000000003,
|
|
"loss": 6.9359,
|
|
"mean_token_accuracy": 0.09759294539690018,
|
|
"num_tokens": 691826.0,
|
|
"step": 340
|
|
},
|
|
{
|
|
"entropy": 7.394898748397827,
|
|
"epoch": 0.31349386642435256,
|
|
"grad_norm": 1.1171875,
|
|
"learning_rate": 0.00017199999999999998,
|
|
"loss": 6.9089,
|
|
"mean_token_accuracy": 0.10296000391244889,
|
|
"num_tokens": 701319.0,
|
|
"step": 345
|
|
},
|
|
{
|
|
"entropy": 7.4353029251098635,
|
|
"epoch": 0.31803725579282144,
|
|
"grad_norm": 1.28125,
|
|
"learning_rate": 0.00017449999999999999,
|
|
"loss": 6.998,
|
|
"mean_token_accuracy": 0.0935439720749855,
|
|
"num_tokens": 710888.0,
|
|
"step": 350
|
|
},
|
|
{
|
|
"entropy": 7.49090256690979,
|
|
"epoch": 0.3225806451612903,
|
|
"grad_norm": 0.91015625,
|
|
"learning_rate": 0.000177,
|
|
"loss": 6.9328,
|
|
"mean_token_accuracy": 0.09594348818063736,
|
|
"num_tokens": 722516.0,
|
|
"step": 355
|
|
},
|
|
{
|
|
"entropy": 7.475078916549682,
|
|
"epoch": 0.3271240345297592,
|
|
"grad_norm": 1.203125,
|
|
"learning_rate": 0.0001795,
|
|
"loss": 6.9103,
|
|
"mean_token_accuracy": 0.09800132587552071,
|
|
"num_tokens": 733058.0,
|
|
"step": 360
|
|
},
|
|
{
|
|
"entropy": 7.39355149269104,
|
|
"epoch": 0.33166742389822806,
|
|
"grad_norm": 1.0625,
|
|
"learning_rate": 0.000182,
|
|
"loss": 6.974,
|
|
"mean_token_accuracy": 0.09975532218813896,
|
|
"num_tokens": 744832.0,
|
|
"step": 365
|
|
},
|
|
{
|
|
"entropy": 7.496864604949951,
|
|
"epoch": 0.33621081326669694,
|
|
"grad_norm": 1.140625,
|
|
"learning_rate": 0.0001845,
|
|
"loss": 6.9025,
|
|
"mean_token_accuracy": 0.09925103634595871,
|
|
"num_tokens": 755387.0,
|
|
"step": 370
|
|
},
|
|
{
|
|
"entropy": 7.3132157802581785,
|
|
"epoch": 0.3407542026351658,
|
|
"grad_norm": 1.1328125,
|
|
"learning_rate": 0.000187,
|
|
"loss": 6.8349,
|
|
"mean_token_accuracy": 0.1016771987080574,
|
|
"num_tokens": 764455.0,
|
|
"step": 375
|
|
},
|
|
{
|
|
"entropy": 7.339641284942627,
|
|
"epoch": 0.3452975920036347,
|
|
"grad_norm": 1.2734375,
|
|
"learning_rate": 0.0001895,
|
|
"loss": 6.8903,
|
|
"mean_token_accuracy": 0.09662013798952103,
|
|
"num_tokens": 774513.0,
|
|
"step": 380
|
|
},
|
|
{
|
|
"entropy": 7.49444260597229,
|
|
"epoch": 0.34984098137210357,
|
|
"grad_norm": 1.1484375,
|
|
"learning_rate": 0.000192,
|
|
"loss": 6.9771,
|
|
"mean_token_accuracy": 0.09587227553129196,
|
|
"num_tokens": 785540.0,
|
|
"step": 385
|
|
},
|
|
{
|
|
"entropy": 7.336615896224975,
|
|
"epoch": 0.35438437074057244,
|
|
"grad_norm": 1.1015625,
|
|
"learning_rate": 0.0001945,
|
|
"loss": 6.8417,
|
|
"mean_token_accuracy": 0.09714982733130455,
|
|
"num_tokens": 795233.0,
|
|
"step": 390
|
|
},
|
|
{
|
|
"entropy": 7.437350511550903,
|
|
"epoch": 0.35892776010904137,
|
|
"grad_norm": 1.234375,
|
|
"learning_rate": 0.00019700000000000002,
|
|
"loss": 6.8975,
|
|
"mean_token_accuracy": 0.09597025141119957,
|
|
"num_tokens": 804855.0,
|
|
"step": 395
|
|
},
|
|
{
|
|
"entropy": 7.3508072853088375,
|
|
"epoch": 0.36347114947751025,
|
|
"grad_norm": 1.0703125,
|
|
"learning_rate": 0.00019950000000000002,
|
|
"loss": 6.8581,
|
|
"mean_token_accuracy": 0.10273054391145706,
|
|
"num_tokens": 814818.0,
|
|
"step": 400
|
|
},
|
|
{
|
|
"entropy": 7.307885694503784,
|
|
"epoch": 0.3680145388459791,
|
|
"grad_norm": 1.0859375,
|
|
"learning_rate": 0.000202,
|
|
"loss": 6.8737,
|
|
"mean_token_accuracy": 0.10590235516428947,
|
|
"num_tokens": 824622.0,
|
|
"step": 405
|
|
},
|
|
{
|
|
"entropy": 7.379908847808838,
|
|
"epoch": 0.372557928214448,
|
|
"grad_norm": 1.0625,
|
|
"learning_rate": 0.00020449999999999998,
|
|
"loss": 6.7626,
|
|
"mean_token_accuracy": 0.10957324355840684,
|
|
"num_tokens": 834813.0,
|
|
"step": 410
|
|
},
|
|
{
|
|
"entropy": 7.205720233917236,
|
|
"epoch": 0.3771013175829169,
|
|
"grad_norm": 0.98046875,
|
|
"learning_rate": 0.000207,
|
|
"loss": 6.8537,
|
|
"mean_token_accuracy": 0.10128433629870415,
|
|
"num_tokens": 844887.0,
|
|
"step": 415
|
|
},
|
|
{
|
|
"entropy": 7.279560470581055,
|
|
"epoch": 0.38164470695138575,
|
|
"grad_norm": 0.99609375,
|
|
"learning_rate": 0.0002095,
|
|
"loss": 6.8512,
|
|
"mean_token_accuracy": 0.10131347700953483,
|
|
"num_tokens": 855430.0,
|
|
"step": 420
|
|
},
|
|
{
|
|
"entropy": 7.237056398391724,
|
|
"epoch": 0.3861880963198546,
|
|
"grad_norm": 1.046875,
|
|
"learning_rate": 0.000212,
|
|
"loss": 6.6942,
|
|
"mean_token_accuracy": 0.10520395040512084,
|
|
"num_tokens": 866052.0,
|
|
"step": 425
|
|
},
|
|
{
|
|
"entropy": 7.226158237457275,
|
|
"epoch": 0.3907314856883235,
|
|
"grad_norm": 0.82421875,
|
|
"learning_rate": 0.0002145,
|
|
"loss": 6.8429,
|
|
"mean_token_accuracy": 0.0950412966310978,
|
|
"num_tokens": 877961.0,
|
|
"step": 430
|
|
},
|
|
{
|
|
"entropy": 7.291323947906494,
|
|
"epoch": 0.3952748750567924,
|
|
"grad_norm": 1.0625,
|
|
"learning_rate": 0.00021700000000000002,
|
|
"loss": 6.8103,
|
|
"mean_token_accuracy": 0.10648028403520585,
|
|
"num_tokens": 888386.0,
|
|
"step": 435
|
|
},
|
|
{
|
|
"entropy": 7.235066747665405,
|
|
"epoch": 0.39981826442526125,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.0002195,
|
|
"loss": 6.8563,
|
|
"mean_token_accuracy": 0.10282102078199387,
|
|
"num_tokens": 898272.0,
|
|
"step": 440
|
|
},
|
|
{
|
|
"entropy": 7.281696557998657,
|
|
"epoch": 0.4043616537937301,
|
|
"grad_norm": 0.99609375,
|
|
"learning_rate": 0.000222,
|
|
"loss": 6.8014,
|
|
"mean_token_accuracy": 0.1076163724064827,
|
|
"num_tokens": 908317.0,
|
|
"step": 445
|
|
},
|
|
{
|
|
"entropy": 7.248809957504273,
|
|
"epoch": 0.408905043162199,
|
|
"grad_norm": 0.91015625,
|
|
"learning_rate": 0.0002245,
|
|
"loss": 6.7819,
|
|
"mean_token_accuracy": 0.10194819942116737,
|
|
"num_tokens": 917970.0,
|
|
"step": 450
|
|
},
|
|
{
|
|
"entropy": 7.240721273422241,
|
|
"epoch": 0.4134484325306679,
|
|
"grad_norm": 1.203125,
|
|
"learning_rate": 0.00022700000000000002,
|
|
"loss": 6.8191,
|
|
"mean_token_accuracy": 0.09906565770506859,
|
|
"num_tokens": 928132.0,
|
|
"step": 455
|
|
},
|
|
{
|
|
"entropy": 7.241307735443115,
|
|
"epoch": 0.41799182189913675,
|
|
"grad_norm": 1.1171875,
|
|
"learning_rate": 0.00022950000000000002,
|
|
"loss": 6.747,
|
|
"mean_token_accuracy": 0.1059770368039608,
|
|
"num_tokens": 938092.0,
|
|
"step": 460
|
|
},
|
|
{
|
|
"entropy": 7.299763536453247,
|
|
"epoch": 0.4225352112676056,
|
|
"grad_norm": 0.96484375,
|
|
"learning_rate": 0.00023200000000000003,
|
|
"loss": 6.8651,
|
|
"mean_token_accuracy": 0.10198809579014778,
|
|
"num_tokens": 948650.0,
|
|
"step": 465
|
|
},
|
|
{
|
|
"entropy": 7.130692863464356,
|
|
"epoch": 0.4270786006360745,
|
|
"grad_norm": 1.0,
|
|
"learning_rate": 0.00023449999999999998,
|
|
"loss": 6.7675,
|
|
"mean_token_accuracy": 0.10987066626548767,
|
|
"num_tokens": 960195.0,
|
|
"step": 470
|
|
},
|
|
{
|
|
"entropy": 7.254830408096313,
|
|
"epoch": 0.4316219900045434,
|
|
"grad_norm": 1.0859375,
|
|
"learning_rate": 0.000237,
|
|
"loss": 6.7984,
|
|
"mean_token_accuracy": 0.10485964193940163,
|
|
"num_tokens": 970608.0,
|
|
"step": 475
|
|
},
|
|
{
|
|
"entropy": 7.314376783370972,
|
|
"epoch": 0.43616537937301225,
|
|
"grad_norm": 1.34375,
|
|
"learning_rate": 0.0002395,
|
|
"loss": 6.7811,
|
|
"mean_token_accuracy": 0.10285131707787513,
|
|
"num_tokens": 981053.0,
|
|
"step": 480
|
|
},
|
|
{
|
|
"entropy": 7.066157007217408,
|
|
"epoch": 0.4407087687414811,
|
|
"grad_norm": 1.1328125,
|
|
"learning_rate": 0.000242,
|
|
"loss": 6.703,
|
|
"mean_token_accuracy": 0.11324564591050149,
|
|
"num_tokens": 991560.0,
|
|
"step": 485
|
|
},
|
|
{
|
|
"entropy": 7.167983913421631,
|
|
"epoch": 0.44525215810995,
|
|
"grad_norm": 1.171875,
|
|
"learning_rate": 0.0002445,
|
|
"loss": 6.7507,
|
|
"mean_token_accuracy": 0.1001538448035717,
|
|
"num_tokens": 1002008.0,
|
|
"step": 490
|
|
},
|
|
{
|
|
"entropy": 7.145689487457275,
|
|
"epoch": 0.4497955474784189,
|
|
"grad_norm": 1.0,
|
|
"learning_rate": 0.000247,
|
|
"loss": 6.7502,
|
|
"mean_token_accuracy": 0.10835718214511872,
|
|
"num_tokens": 1012349.0,
|
|
"step": 495
|
|
},
|
|
{
|
|
"entropy": 7.15342149734497,
|
|
"epoch": 0.45433893684688775,
|
|
"grad_norm": 1.09375,
|
|
"learning_rate": 0.0002495,
|
|
"loss": 6.7273,
|
|
"mean_token_accuracy": 0.10544943064451218,
|
|
"num_tokens": 1022886.0,
|
|
"step": 500
|
|
},
|
|
{
|
|
"epoch": 0.45433893684688775,
|
|
"eval_entropy": 7.164822139296421,
|
|
"eval_loss": 6.852421760559082,
|
|
"eval_mean_token_accuracy": 0.10633610026954218,
|
|
"eval_num_tokens": 1022886.0,
|
|
"eval_runtime": 2.0057,
|
|
"eval_samples_per_second": 1712.63,
|
|
"eval_steps_per_second": 214.39,
|
|
"step": 500
|
|
},
|
|
{
|
|
"entropy": 7.286551141738892,
|
|
"epoch": 0.45888232621535663,
|
|
"grad_norm": 0.9921875,
|
|
"learning_rate": 0.000252,
|
|
"loss": 6.783,
|
|
"mean_token_accuracy": 0.09997680187225341,
|
|
"num_tokens": 1033129.0,
|
|
"step": 505
|
|
},
|
|
{
|
|
"entropy": 7.133803033828736,
|
|
"epoch": 0.46342571558382556,
|
|
"grad_norm": 1.03125,
|
|
"learning_rate": 0.0002545,
|
|
"loss": 6.6802,
|
|
"mean_token_accuracy": 0.10805964693427086,
|
|
"num_tokens": 1043069.0,
|
|
"step": 510
|
|
},
|
|
{
|
|
"entropy": 7.079697799682617,
|
|
"epoch": 0.46796910495229443,
|
|
"grad_norm": 0.94921875,
|
|
"learning_rate": 0.000257,
|
|
"loss": 6.6994,
|
|
"mean_token_accuracy": 0.1062344878911972,
|
|
"num_tokens": 1054049.0,
|
|
"step": 515
|
|
},
|
|
{
|
|
"entropy": 7.0915602684021,
|
|
"epoch": 0.4725124943207633,
|
|
"grad_norm": 0.94921875,
|
|
"learning_rate": 0.0002595,
|
|
"loss": 6.6878,
|
|
"mean_token_accuracy": 0.1027360238134861,
|
|
"num_tokens": 1065155.0,
|
|
"step": 520
|
|
},
|
|
{
|
|
"entropy": 7.116834926605224,
|
|
"epoch": 0.4770558836892322,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.000262,
|
|
"loss": 6.6763,
|
|
"mean_token_accuracy": 0.1094151757657528,
|
|
"num_tokens": 1075510.0,
|
|
"step": 525
|
|
},
|
|
{
|
|
"entropy": 7.024749040603638,
|
|
"epoch": 0.48159927305770106,
|
|
"grad_norm": 0.90625,
|
|
"learning_rate": 0.00026450000000000003,
|
|
"loss": 6.6901,
|
|
"mean_token_accuracy": 0.1099021278321743,
|
|
"num_tokens": 1086494.0,
|
|
"step": 530
|
|
},
|
|
{
|
|
"entropy": 7.2192497730255125,
|
|
"epoch": 0.48614266242616994,
|
|
"grad_norm": 1.03125,
|
|
"learning_rate": 0.00026700000000000004,
|
|
"loss": 6.7271,
|
|
"mean_token_accuracy": 0.10860580801963807,
|
|
"num_tokens": 1097311.0,
|
|
"step": 535
|
|
},
|
|
{
|
|
"entropy": 7.049293804168701,
|
|
"epoch": 0.4906860517946388,
|
|
"grad_norm": 1.0703125,
|
|
"learning_rate": 0.00026950000000000005,
|
|
"loss": 6.6835,
|
|
"mean_token_accuracy": 0.10724506676197051,
|
|
"num_tokens": 1107757.0,
|
|
"step": 540
|
|
},
|
|
{
|
|
"entropy": 7.006491184234619,
|
|
"epoch": 0.4952294411631077,
|
|
"grad_norm": 0.90234375,
|
|
"learning_rate": 0.00027200000000000005,
|
|
"loss": 6.5917,
|
|
"mean_token_accuracy": 0.11055039316415786,
|
|
"num_tokens": 1118889.0,
|
|
"step": 545
|
|
},
|
|
{
|
|
"entropy": 7.137886428833008,
|
|
"epoch": 0.49977283053157656,
|
|
"grad_norm": 1.03125,
|
|
"learning_rate": 0.0002745,
|
|
"loss": 6.7913,
|
|
"mean_token_accuracy": 0.10480824410915375,
|
|
"num_tokens": 1128951.0,
|
|
"step": 550
|
|
},
|
|
{
|
|
"entropy": 7.029620742797851,
|
|
"epoch": 0.5043162199000454,
|
|
"grad_norm": 1.109375,
|
|
"learning_rate": 0.000277,
|
|
"loss": 6.5948,
|
|
"mean_token_accuracy": 0.11510317772626877,
|
|
"num_tokens": 1138583.0,
|
|
"step": 555
|
|
},
|
|
{
|
|
"entropy": 7.0846200466156,
|
|
"epoch": 0.5088596092685143,
|
|
"grad_norm": 1.09375,
|
|
"learning_rate": 0.0002795,
|
|
"loss": 6.6631,
|
|
"mean_token_accuracy": 0.11140834540128708,
|
|
"num_tokens": 1149572.0,
|
|
"step": 560
|
|
},
|
|
{
|
|
"entropy": 7.074535894393921,
|
|
"epoch": 0.5134029986369832,
|
|
"grad_norm": 0.91796875,
|
|
"learning_rate": 0.00028199999999999997,
|
|
"loss": 6.6367,
|
|
"mean_token_accuracy": 0.1094569742679596,
|
|
"num_tokens": 1160532.0,
|
|
"step": 565
|
|
},
|
|
{
|
|
"entropy": 7.030823421478272,
|
|
"epoch": 0.5179463880054521,
|
|
"grad_norm": 0.94921875,
|
|
"learning_rate": 0.0002845,
|
|
"loss": 6.6299,
|
|
"mean_token_accuracy": 0.10860486924648285,
|
|
"num_tokens": 1170915.0,
|
|
"step": 570
|
|
},
|
|
{
|
|
"entropy": 6.998789310455322,
|
|
"epoch": 0.522489777373921,
|
|
"grad_norm": 0.98046875,
|
|
"learning_rate": 0.000287,
|
|
"loss": 6.5964,
|
|
"mean_token_accuracy": 0.11754036694765091,
|
|
"num_tokens": 1180822.0,
|
|
"step": 575
|
|
},
|
|
{
|
|
"entropy": 6.999447011947632,
|
|
"epoch": 0.5270331667423899,
|
|
"grad_norm": 1.015625,
|
|
"learning_rate": 0.0002895,
|
|
"loss": 6.6302,
|
|
"mean_token_accuracy": 0.11184115558862687,
|
|
"num_tokens": 1190447.0,
|
|
"step": 580
|
|
},
|
|
{
|
|
"entropy": 7.026746368408203,
|
|
"epoch": 0.5315765561108587,
|
|
"grad_norm": 1.0859375,
|
|
"learning_rate": 0.000292,
|
|
"loss": 6.6657,
|
|
"mean_token_accuracy": 0.11019867807626724,
|
|
"num_tokens": 1200951.0,
|
|
"step": 585
|
|
},
|
|
{
|
|
"entropy": 7.064433956146241,
|
|
"epoch": 0.5361199454793276,
|
|
"grad_norm": 1.203125,
|
|
"learning_rate": 0.0002945,
|
|
"loss": 6.5523,
|
|
"mean_token_accuracy": 0.1147008366882801,
|
|
"num_tokens": 1211846.0,
|
|
"step": 590
|
|
},
|
|
{
|
|
"entropy": 6.766572427749634,
|
|
"epoch": 0.5406633348477965,
|
|
"grad_norm": 0.91796875,
|
|
"learning_rate": 0.000297,
|
|
"loss": 6.5164,
|
|
"mean_token_accuracy": 0.11493531465530396,
|
|
"num_tokens": 1222074.0,
|
|
"step": 595
|
|
},
|
|
{
|
|
"entropy": 6.925977277755737,
|
|
"epoch": 0.5452067242162654,
|
|
"grad_norm": 1.1640625,
|
|
"learning_rate": 0.0002995,
|
|
"loss": 6.5846,
|
|
"mean_token_accuracy": 0.11097392141819,
|
|
"num_tokens": 1231741.0,
|
|
"step": 600
|
|
},
|
|
{
|
|
"entropy": 7.0018980503082275,
|
|
"epoch": 0.5497501135847342,
|
|
"grad_norm": 1.078125,
|
|
"learning_rate": 0.000302,
|
|
"loss": 6.5311,
|
|
"mean_token_accuracy": 0.11044337376952171,
|
|
"num_tokens": 1241078.0,
|
|
"step": 605
|
|
},
|
|
{
|
|
"entropy": 6.9610405445098875,
|
|
"epoch": 0.5542935029532031,
|
|
"grad_norm": 1.28125,
|
|
"learning_rate": 0.0003045,
|
|
"loss": 6.7226,
|
|
"mean_token_accuracy": 0.1040603518486023,
|
|
"num_tokens": 1251685.0,
|
|
"step": 610
|
|
},
|
|
{
|
|
"entropy": 6.949973773956299,
|
|
"epoch": 0.558836892321672,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.000307,
|
|
"loss": 6.562,
|
|
"mean_token_accuracy": 0.1197849079966545,
|
|
"num_tokens": 1262044.0,
|
|
"step": 615
|
|
},
|
|
{
|
|
"entropy": 6.914613580703735,
|
|
"epoch": 0.5633802816901409,
|
|
"grad_norm": 0.9375,
|
|
"learning_rate": 0.0003095,
|
|
"loss": 6.5713,
|
|
"mean_token_accuracy": 0.1111277848482132,
|
|
"num_tokens": 1273647.0,
|
|
"step": 620
|
|
},
|
|
{
|
|
"entropy": 7.064757633209228,
|
|
"epoch": 0.5679236710586097,
|
|
"grad_norm": 1.109375,
|
|
"learning_rate": 0.000312,
|
|
"loss": 6.625,
|
|
"mean_token_accuracy": 0.10996143072843552,
|
|
"num_tokens": 1284396.0,
|
|
"step": 625
|
|
},
|
|
{
|
|
"entropy": 6.925110483169556,
|
|
"epoch": 0.5724670604270786,
|
|
"grad_norm": 1.15625,
|
|
"learning_rate": 0.0003145,
|
|
"loss": 6.6058,
|
|
"mean_token_accuracy": 0.1135744608938694,
|
|
"num_tokens": 1294339.0,
|
|
"step": 630
|
|
},
|
|
{
|
|
"entropy": 6.936828088760376,
|
|
"epoch": 0.5770104497955475,
|
|
"grad_norm": 1.109375,
|
|
"learning_rate": 0.000317,
|
|
"loss": 6.524,
|
|
"mean_token_accuracy": 0.11486122459173202,
|
|
"num_tokens": 1304572.0,
|
|
"step": 635
|
|
},
|
|
{
|
|
"entropy": 6.9446367740631105,
|
|
"epoch": 0.5815538391640164,
|
|
"grad_norm": 1.0546875,
|
|
"learning_rate": 0.0003195,
|
|
"loss": 6.5734,
|
|
"mean_token_accuracy": 0.11208348348736763,
|
|
"num_tokens": 1314780.0,
|
|
"step": 640
|
|
},
|
|
{
|
|
"entropy": 6.862443494796753,
|
|
"epoch": 0.5860972285324852,
|
|
"grad_norm": 1.125,
|
|
"learning_rate": 0.000322,
|
|
"loss": 6.5789,
|
|
"mean_token_accuracy": 0.11142232716083526,
|
|
"num_tokens": 1325215.0,
|
|
"step": 645
|
|
},
|
|
{
|
|
"entropy": 6.912387943267822,
|
|
"epoch": 0.5906406179009541,
|
|
"grad_norm": 1.0,
|
|
"learning_rate": 0.00032450000000000003,
|
|
"loss": 6.4907,
|
|
"mean_token_accuracy": 0.11991971731185913,
|
|
"num_tokens": 1334745.0,
|
|
"step": 650
|
|
},
|
|
{
|
|
"entropy": 6.957016134262085,
|
|
"epoch": 0.595184007269423,
|
|
"grad_norm": 1.1328125,
|
|
"learning_rate": 0.00032700000000000003,
|
|
"loss": 6.6005,
|
|
"mean_token_accuracy": 0.11654155552387238,
|
|
"num_tokens": 1345150.0,
|
|
"step": 655
|
|
},
|
|
{
|
|
"entropy": 6.955321359634399,
|
|
"epoch": 0.5997273966378919,
|
|
"grad_norm": 0.984375,
|
|
"learning_rate": 0.00032950000000000004,
|
|
"loss": 6.554,
|
|
"mean_token_accuracy": 0.1150270789861679,
|
|
"num_tokens": 1355619.0,
|
|
"step": 660
|
|
},
|
|
{
|
|
"entropy": 6.841307306289673,
|
|
"epoch": 0.6042707860063607,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.00033200000000000005,
|
|
"loss": 6.4846,
|
|
"mean_token_accuracy": 0.11608346402645112,
|
|
"num_tokens": 1365933.0,
|
|
"step": 665
|
|
},
|
|
{
|
|
"entropy": 6.891475486755371,
|
|
"epoch": 0.6088141753748296,
|
|
"grad_norm": 0.93359375,
|
|
"learning_rate": 0.00033450000000000005,
|
|
"loss": 6.5081,
|
|
"mean_token_accuracy": 0.11709481626749038,
|
|
"num_tokens": 1376867.0,
|
|
"step": 670
|
|
},
|
|
{
|
|
"entropy": 6.965159177780151,
|
|
"epoch": 0.6133575647432985,
|
|
"grad_norm": 1.046875,
|
|
"learning_rate": 0.000337,
|
|
"loss": 6.6588,
|
|
"mean_token_accuracy": 0.1138373926281929,
|
|
"num_tokens": 1386739.0,
|
|
"step": 675
|
|
},
|
|
{
|
|
"entropy": 6.889486598968506,
|
|
"epoch": 0.6179009541117674,
|
|
"grad_norm": 0.98828125,
|
|
"learning_rate": 0.0003395,
|
|
"loss": 6.5181,
|
|
"mean_token_accuracy": 0.116570845246315,
|
|
"num_tokens": 1397138.0,
|
|
"step": 680
|
|
},
|
|
{
|
|
"entropy": 6.962109041213989,
|
|
"epoch": 0.6224443434802363,
|
|
"grad_norm": 1.015625,
|
|
"learning_rate": 0.000342,
|
|
"loss": 6.6159,
|
|
"mean_token_accuracy": 0.11419135332107544,
|
|
"num_tokens": 1408171.0,
|
|
"step": 685
|
|
},
|
|
{
|
|
"entropy": 6.836606550216675,
|
|
"epoch": 0.6269877328487051,
|
|
"grad_norm": 1.03125,
|
|
"learning_rate": 0.00034449999999999997,
|
|
"loss": 6.5509,
|
|
"mean_token_accuracy": 0.10746546238660812,
|
|
"num_tokens": 1418259.0,
|
|
"step": 690
|
|
},
|
|
{
|
|
"entropy": 6.8779538631439205,
|
|
"epoch": 0.631531122217174,
|
|
"grad_norm": 1.109375,
|
|
"learning_rate": 0.000347,
|
|
"loss": 6.5466,
|
|
"mean_token_accuracy": 0.1198190651834011,
|
|
"num_tokens": 1428080.0,
|
|
"step": 695
|
|
},
|
|
{
|
|
"entropy": 6.9482708930969235,
|
|
"epoch": 0.6360745115856429,
|
|
"grad_norm": 1.0859375,
|
|
"learning_rate": 0.0003495,
|
|
"loss": 6.5777,
|
|
"mean_token_accuracy": 0.11636564508080482,
|
|
"num_tokens": 1438502.0,
|
|
"step": 700
|
|
},
|
|
{
|
|
"entropy": 6.803214025497437,
|
|
"epoch": 0.6406179009541118,
|
|
"grad_norm": 1.078125,
|
|
"learning_rate": 0.000352,
|
|
"loss": 6.5271,
|
|
"mean_token_accuracy": 0.11418517231941223,
|
|
"num_tokens": 1448396.0,
|
|
"step": 705
|
|
},
|
|
{
|
|
"entropy": 6.889286518096924,
|
|
"epoch": 0.6451612903225806,
|
|
"grad_norm": 1.03125,
|
|
"learning_rate": 0.0003545,
|
|
"loss": 6.581,
|
|
"mean_token_accuracy": 0.10854673013091087,
|
|
"num_tokens": 1459728.0,
|
|
"step": 710
|
|
},
|
|
{
|
|
"entropy": 6.843706035614014,
|
|
"epoch": 0.6497046796910495,
|
|
"grad_norm": 1.28125,
|
|
"learning_rate": 0.000357,
|
|
"loss": 6.4748,
|
|
"mean_token_accuracy": 0.12437612041831017,
|
|
"num_tokens": 1469733.0,
|
|
"step": 715
|
|
},
|
|
{
|
|
"entropy": 6.759375,
|
|
"epoch": 0.6542480690595184,
|
|
"grad_norm": 1.1953125,
|
|
"learning_rate": 0.0003595,
|
|
"loss": 6.4664,
|
|
"mean_token_accuracy": 0.1201399251818657,
|
|
"num_tokens": 1479004.0,
|
|
"step": 720
|
|
},
|
|
{
|
|
"entropy": 6.855831241607666,
|
|
"epoch": 0.6587914584279873,
|
|
"grad_norm": 1.1484375,
|
|
"learning_rate": 0.000362,
|
|
"loss": 6.4365,
|
|
"mean_token_accuracy": 0.11637238636612893,
|
|
"num_tokens": 1489848.0,
|
|
"step": 725
|
|
},
|
|
{
|
|
"entropy": 6.7456646919250485,
|
|
"epoch": 0.6633348477964561,
|
|
"grad_norm": 0.97265625,
|
|
"learning_rate": 0.0003645,
|
|
"loss": 6.4363,
|
|
"mean_token_accuracy": 0.1179615817964077,
|
|
"num_tokens": 1500877.0,
|
|
"step": 730
|
|
},
|
|
{
|
|
"entropy": 6.931111192703247,
|
|
"epoch": 0.667878237164925,
|
|
"grad_norm": 1.046875,
|
|
"learning_rate": 0.000367,
|
|
"loss": 6.5786,
|
|
"mean_token_accuracy": 0.11474068090319633,
|
|
"num_tokens": 1511840.0,
|
|
"step": 735
|
|
},
|
|
{
|
|
"entropy": 6.754684495925903,
|
|
"epoch": 0.6724216265333939,
|
|
"grad_norm": 1.1328125,
|
|
"learning_rate": 0.0003695,
|
|
"loss": 6.4844,
|
|
"mean_token_accuracy": 0.11675599068403245,
|
|
"num_tokens": 1521839.0,
|
|
"step": 740
|
|
},
|
|
{
|
|
"entropy": 6.837312364578247,
|
|
"epoch": 0.6769650159018628,
|
|
"grad_norm": 1.1484375,
|
|
"learning_rate": 0.000372,
|
|
"loss": 6.3889,
|
|
"mean_token_accuracy": 0.12173137590289115,
|
|
"num_tokens": 1531285.0,
|
|
"step": 745
|
|
},
|
|
{
|
|
"entropy": 6.607749176025391,
|
|
"epoch": 0.6815084052703316,
|
|
"grad_norm": 1.046875,
|
|
"learning_rate": 0.0003745,
|
|
"loss": 6.4363,
|
|
"mean_token_accuracy": 0.11859396696090699,
|
|
"num_tokens": 1542027.0,
|
|
"step": 750
|
|
},
|
|
{
|
|
"entropy": 6.8664957046508786,
|
|
"epoch": 0.6860517946388005,
|
|
"grad_norm": 1.109375,
|
|
"learning_rate": 0.000377,
|
|
"loss": 6.548,
|
|
"mean_token_accuracy": 0.11864770278334617,
|
|
"num_tokens": 1552527.0,
|
|
"step": 755
|
|
},
|
|
{
|
|
"entropy": 6.915476655960083,
|
|
"epoch": 0.6905951840072694,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.0003795,
|
|
"loss": 6.5848,
|
|
"mean_token_accuracy": 0.11684316471219063,
|
|
"num_tokens": 1562605.0,
|
|
"step": 760
|
|
},
|
|
{
|
|
"entropy": 6.740834951400757,
|
|
"epoch": 0.6951385733757383,
|
|
"grad_norm": 1.0703125,
|
|
"learning_rate": 0.000382,
|
|
"loss": 6.4686,
|
|
"mean_token_accuracy": 0.11819475442171097,
|
|
"num_tokens": 1572128.0,
|
|
"step": 765
|
|
},
|
|
{
|
|
"entropy": 6.718352746963501,
|
|
"epoch": 0.6996819627442071,
|
|
"grad_norm": 1.3359375,
|
|
"learning_rate": 0.0003845,
|
|
"loss": 6.4003,
|
|
"mean_token_accuracy": 0.11825122833251953,
|
|
"num_tokens": 1582352.0,
|
|
"step": 770
|
|
},
|
|
{
|
|
"entropy": 6.808340549468994,
|
|
"epoch": 0.704225352112676,
|
|
"grad_norm": 1.0390625,
|
|
"learning_rate": 0.00038700000000000003,
|
|
"loss": 6.4936,
|
|
"mean_token_accuracy": 0.12305623516440392,
|
|
"num_tokens": 1592887.0,
|
|
"step": 775
|
|
},
|
|
{
|
|
"entropy": 6.696469831466675,
|
|
"epoch": 0.7087687414811449,
|
|
"grad_norm": 0.92578125,
|
|
"learning_rate": 0.00038950000000000003,
|
|
"loss": 6.4367,
|
|
"mean_token_accuracy": 0.11979465782642365,
|
|
"num_tokens": 1603564.0,
|
|
"step": 780
|
|
},
|
|
{
|
|
"entropy": 6.64963583946228,
|
|
"epoch": 0.7133121308496138,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.00039200000000000004,
|
|
"loss": 6.2928,
|
|
"mean_token_accuracy": 0.12856932654976844,
|
|
"num_tokens": 1613270.0,
|
|
"step": 785
|
|
},
|
|
{
|
|
"entropy": 6.67563099861145,
|
|
"epoch": 0.7178555202180827,
|
|
"grad_norm": 1.109375,
|
|
"learning_rate": 0.00039450000000000005,
|
|
"loss": 6.3618,
|
|
"mean_token_accuracy": 0.12818560600280762,
|
|
"num_tokens": 1623009.0,
|
|
"step": 790
|
|
},
|
|
{
|
|
"entropy": 6.701826286315918,
|
|
"epoch": 0.7223989095865516,
|
|
"grad_norm": 1.1015625,
|
|
"learning_rate": 0.00039700000000000005,
|
|
"loss": 6.3966,
|
|
"mean_token_accuracy": 0.11920078694820405,
|
|
"num_tokens": 1633209.0,
|
|
"step": 795
|
|
},
|
|
{
|
|
"entropy": 6.767777013778686,
|
|
"epoch": 0.7269422989550205,
|
|
"grad_norm": 1.2109375,
|
|
"learning_rate": 0.0003995,
|
|
"loss": 6.4338,
|
|
"mean_token_accuracy": 0.12207518145442009,
|
|
"num_tokens": 1643708.0,
|
|
"step": 800
|
|
},
|
|
{
|
|
"entropy": 6.734032678604126,
|
|
"epoch": 0.7314856883234894,
|
|
"grad_norm": 1.0078125,
|
|
"learning_rate": 0.000402,
|
|
"loss": 6.4948,
|
|
"mean_token_accuracy": 0.11701320484280586,
|
|
"num_tokens": 1653973.0,
|
|
"step": 805
|
|
},
|
|
{
|
|
"entropy": 6.704824733734131,
|
|
"epoch": 0.7360290776919582,
|
|
"grad_norm": 0.92578125,
|
|
"learning_rate": 0.0004045,
|
|
"loss": 6.4747,
|
|
"mean_token_accuracy": 0.12068637907505035,
|
|
"num_tokens": 1664856.0,
|
|
"step": 810
|
|
},
|
|
{
|
|
"entropy": 6.683869314193726,
|
|
"epoch": 0.7405724670604271,
|
|
"grad_norm": 1.1171875,
|
|
"learning_rate": 0.00040699999999999997,
|
|
"loss": 6.3944,
|
|
"mean_token_accuracy": 0.12224291115999222,
|
|
"num_tokens": 1675935.0,
|
|
"step": 815
|
|
},
|
|
{
|
|
"entropy": 6.7558623313903805,
|
|
"epoch": 0.745115856428896,
|
|
"grad_norm": 1.21875,
|
|
"learning_rate": 0.0004095,
|
|
"loss": 6.4428,
|
|
"mean_token_accuracy": 0.12248818576335907,
|
|
"num_tokens": 1686597.0,
|
|
"step": 820
|
|
},
|
|
{
|
|
"entropy": 6.610339832305908,
|
|
"epoch": 0.7496592457973649,
|
|
"grad_norm": 0.95703125,
|
|
"learning_rate": 0.000412,
|
|
"loss": 6.3911,
|
|
"mean_token_accuracy": 0.1245286226272583,
|
|
"num_tokens": 1697385.0,
|
|
"step": 825
|
|
},
|
|
{
|
|
"entropy": 6.8567352294921875,
|
|
"epoch": 0.7542026351658337,
|
|
"grad_norm": 1.0703125,
|
|
"learning_rate": 0.0004145,
|
|
"loss": 6.4443,
|
|
"mean_token_accuracy": 0.11997077614068985,
|
|
"num_tokens": 1706680.0,
|
|
"step": 830
|
|
},
|
|
{
|
|
"entropy": 6.645043087005615,
|
|
"epoch": 0.7587460245343026,
|
|
"grad_norm": 1.09375,
|
|
"learning_rate": 0.000417,
|
|
"loss": 6.4407,
|
|
"mean_token_accuracy": 0.1258401207625866,
|
|
"num_tokens": 1716130.0,
|
|
"step": 835
|
|
},
|
|
{
|
|
"entropy": 6.69645881652832,
|
|
"epoch": 0.7632894139027715,
|
|
"grad_norm": 0.984375,
|
|
"learning_rate": 0.0004195,
|
|
"loss": 6.3624,
|
|
"mean_token_accuracy": 0.11782209128141403,
|
|
"num_tokens": 1726835.0,
|
|
"step": 840
|
|
},
|
|
{
|
|
"entropy": 6.711601686477661,
|
|
"epoch": 0.7678328032712404,
|
|
"grad_norm": 1.1796875,
|
|
"learning_rate": 0.000422,
|
|
"loss": 6.3928,
|
|
"mean_token_accuracy": 0.1290561191737652,
|
|
"num_tokens": 1737708.0,
|
|
"step": 845
|
|
},
|
|
{
|
|
"entropy": 6.639672756195068,
|
|
"epoch": 0.7723761926397092,
|
|
"grad_norm": 1.0390625,
|
|
"learning_rate": 0.0004245,
|
|
"loss": 6.3799,
|
|
"mean_token_accuracy": 0.12615877538919448,
|
|
"num_tokens": 1747649.0,
|
|
"step": 850
|
|
},
|
|
{
|
|
"entropy": 6.673767709732056,
|
|
"epoch": 0.7769195820081781,
|
|
"grad_norm": 1.03125,
|
|
"learning_rate": 0.000427,
|
|
"loss": 6.4068,
|
|
"mean_token_accuracy": 0.1206041231751442,
|
|
"num_tokens": 1758327.0,
|
|
"step": 855
|
|
},
|
|
{
|
|
"entropy": 6.613749980926514,
|
|
"epoch": 0.781462971376647,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.0004295,
|
|
"loss": 6.3619,
|
|
"mean_token_accuracy": 0.121267169713974,
|
|
"num_tokens": 1769767.0,
|
|
"step": 860
|
|
},
|
|
{
|
|
"entropy": 6.713872861862183,
|
|
"epoch": 0.7860063607451159,
|
|
"grad_norm": 0.98828125,
|
|
"learning_rate": 0.000432,
|
|
"loss": 6.4717,
|
|
"mean_token_accuracy": 0.1220657117664814,
|
|
"num_tokens": 1780139.0,
|
|
"step": 865
|
|
},
|
|
{
|
|
"entropy": 6.726572799682617,
|
|
"epoch": 0.7905497501135847,
|
|
"grad_norm": 0.96484375,
|
|
"learning_rate": 0.0004345,
|
|
"loss": 6.3601,
|
|
"mean_token_accuracy": 0.12505988776683807,
|
|
"num_tokens": 1790783.0,
|
|
"step": 870
|
|
},
|
|
{
|
|
"entropy": 6.59320387840271,
|
|
"epoch": 0.7950931394820536,
|
|
"grad_norm": 1.09375,
|
|
"learning_rate": 0.000437,
|
|
"loss": 6.3513,
|
|
"mean_token_accuracy": 0.12245700359344483,
|
|
"num_tokens": 1801349.0,
|
|
"step": 875
|
|
},
|
|
{
|
|
"entropy": 6.600114583969116,
|
|
"epoch": 0.7996365288505225,
|
|
"grad_norm": 1.0546875,
|
|
"learning_rate": 0.0004395,
|
|
"loss": 6.3531,
|
|
"mean_token_accuracy": 0.1229885309934616,
|
|
"num_tokens": 1811990.0,
|
|
"step": 880
|
|
},
|
|
{
|
|
"entropy": 6.57788610458374,
|
|
"epoch": 0.8041799182189914,
|
|
"grad_norm": 1.1015625,
|
|
"learning_rate": 0.000442,
|
|
"loss": 6.3634,
|
|
"mean_token_accuracy": 0.13060024604201317,
|
|
"num_tokens": 1821725.0,
|
|
"step": 885
|
|
},
|
|
{
|
|
"entropy": 6.60519003868103,
|
|
"epoch": 0.8087233075874602,
|
|
"grad_norm": 1.2265625,
|
|
"learning_rate": 0.0004445,
|
|
"loss": 6.3253,
|
|
"mean_token_accuracy": 0.11931257545948029,
|
|
"num_tokens": 1831794.0,
|
|
"step": 890
|
|
},
|
|
{
|
|
"entropy": 6.64742259979248,
|
|
"epoch": 0.8132666969559291,
|
|
"grad_norm": 1.15625,
|
|
"learning_rate": 0.000447,
|
|
"loss": 6.4077,
|
|
"mean_token_accuracy": 0.12239367365837098,
|
|
"num_tokens": 1842002.0,
|
|
"step": 895
|
|
},
|
|
{
|
|
"entropy": 6.655037879943848,
|
|
"epoch": 0.817810086324398,
|
|
"grad_norm": 1.1953125,
|
|
"learning_rate": 0.00044950000000000003,
|
|
"loss": 6.3797,
|
|
"mean_token_accuracy": 0.12452054545283317,
|
|
"num_tokens": 1852282.0,
|
|
"step": 900
|
|
},
|
|
{
|
|
"entropy": 6.614450359344483,
|
|
"epoch": 0.8223534756928669,
|
|
"grad_norm": 1.0625,
|
|
"learning_rate": 0.00045200000000000004,
|
|
"loss": 6.388,
|
|
"mean_token_accuracy": 0.11854704096913338,
|
|
"num_tokens": 1862830.0,
|
|
"step": 905
|
|
},
|
|
{
|
|
"entropy": 6.592864656448365,
|
|
"epoch": 0.8268968650613358,
|
|
"grad_norm": 1.0,
|
|
"learning_rate": 0.00045450000000000004,
|
|
"loss": 6.3413,
|
|
"mean_token_accuracy": 0.1236710526049137,
|
|
"num_tokens": 1872746.0,
|
|
"step": 910
|
|
},
|
|
{
|
|
"entropy": 6.5772138118743895,
|
|
"epoch": 0.8314402544298046,
|
|
"grad_norm": 1.0546875,
|
|
"learning_rate": 0.00045700000000000005,
|
|
"loss": 6.3719,
|
|
"mean_token_accuracy": 0.11749232411384583,
|
|
"num_tokens": 1884353.0,
|
|
"step": 915
|
|
},
|
|
{
|
|
"entropy": 6.676659631729126,
|
|
"epoch": 0.8359836437982735,
|
|
"grad_norm": 1.0,
|
|
"learning_rate": 0.00045950000000000006,
|
|
"loss": 6.4017,
|
|
"mean_token_accuracy": 0.11830696910619735,
|
|
"num_tokens": 1895719.0,
|
|
"step": 920
|
|
},
|
|
{
|
|
"entropy": 6.629153537750244,
|
|
"epoch": 0.8405270331667424,
|
|
"grad_norm": 0.95703125,
|
|
"learning_rate": 0.000462,
|
|
"loss": 6.3444,
|
|
"mean_token_accuracy": 0.13160407915711403,
|
|
"num_tokens": 1905905.0,
|
|
"step": 925
|
|
},
|
|
{
|
|
"entropy": 6.659778261184693,
|
|
"epoch": 0.8450704225352113,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.0004645,
|
|
"loss": 6.4383,
|
|
"mean_token_accuracy": 0.12295959070324898,
|
|
"num_tokens": 1916010.0,
|
|
"step": 930
|
|
},
|
|
{
|
|
"entropy": 6.56156849861145,
|
|
"epoch": 0.8496138119036801,
|
|
"grad_norm": 1.046875,
|
|
"learning_rate": 0.000467,
|
|
"loss": 6.3334,
|
|
"mean_token_accuracy": 0.12297626435756684,
|
|
"num_tokens": 1926429.0,
|
|
"step": 935
|
|
},
|
|
{
|
|
"entropy": 6.445285606384277,
|
|
"epoch": 0.854157201272149,
|
|
"grad_norm": 1.1328125,
|
|
"learning_rate": 0.0004695,
|
|
"loss": 6.2646,
|
|
"mean_token_accuracy": 0.12663295194506646,
|
|
"num_tokens": 1936322.0,
|
|
"step": 940
|
|
},
|
|
{
|
|
"entropy": 6.68843822479248,
|
|
"epoch": 0.8587005906406179,
|
|
"grad_norm": 1.1328125,
|
|
"learning_rate": 0.000472,
|
|
"loss": 6.4278,
|
|
"mean_token_accuracy": 0.12256157100200653,
|
|
"num_tokens": 1947885.0,
|
|
"step": 945
|
|
},
|
|
{
|
|
"entropy": 6.635422468185425,
|
|
"epoch": 0.8632439800090868,
|
|
"grad_norm": 1.1015625,
|
|
"learning_rate": 0.0004745,
|
|
"loss": 6.3923,
|
|
"mean_token_accuracy": 0.12212013304233552,
|
|
"num_tokens": 1957876.0,
|
|
"step": 950
|
|
},
|
|
{
|
|
"entropy": 6.575307750701905,
|
|
"epoch": 0.8677873693775556,
|
|
"grad_norm": 1.015625,
|
|
"learning_rate": 0.000477,
|
|
"loss": 6.3884,
|
|
"mean_token_accuracy": 0.11944693848490714,
|
|
"num_tokens": 1969531.0,
|
|
"step": 955
|
|
},
|
|
{
|
|
"entropy": 6.577566289901734,
|
|
"epoch": 0.8723307587460245,
|
|
"grad_norm": 0.90625,
|
|
"learning_rate": 0.0004795,
|
|
"loss": 6.2501,
|
|
"mean_token_accuracy": 0.12427858263254166,
|
|
"num_tokens": 1980787.0,
|
|
"step": 960
|
|
},
|
|
{
|
|
"entropy": 6.506700944900513,
|
|
"epoch": 0.8768741481144934,
|
|
"grad_norm": 1.1953125,
|
|
"learning_rate": 0.000482,
|
|
"loss": 6.3301,
|
|
"mean_token_accuracy": 0.12719210535287856,
|
|
"num_tokens": 1991645.0,
|
|
"step": 965
|
|
},
|
|
{
|
|
"entropy": 6.563048219680786,
|
|
"epoch": 0.8814175374829623,
|
|
"grad_norm": 1.0546875,
|
|
"learning_rate": 0.0004845,
|
|
"loss": 6.38,
|
|
"mean_token_accuracy": 0.12680814787745476,
|
|
"num_tokens": 2002544.0,
|
|
"step": 970
|
|
},
|
|
{
|
|
"entropy": 6.701274681091308,
|
|
"epoch": 0.8859609268514311,
|
|
"grad_norm": 0.9296875,
|
|
"learning_rate": 0.000487,
|
|
"loss": 6.4409,
|
|
"mean_token_accuracy": 0.12047607451677322,
|
|
"num_tokens": 2012813.0,
|
|
"step": 975
|
|
},
|
|
{
|
|
"entropy": 6.542685174942017,
|
|
"epoch": 0.8905043162199,
|
|
"grad_norm": 0.9140625,
|
|
"learning_rate": 0.0004895,
|
|
"loss": 6.3017,
|
|
"mean_token_accuracy": 0.1271137699484825,
|
|
"num_tokens": 2023756.0,
|
|
"step": 980
|
|
},
|
|
{
|
|
"entropy": 6.471768379211426,
|
|
"epoch": 0.8950477055883689,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.000492,
|
|
"loss": 6.3821,
|
|
"mean_token_accuracy": 0.12684743776917456,
|
|
"num_tokens": 2034245.0,
|
|
"step": 985
|
|
},
|
|
{
|
|
"entropy": 6.698192596435547,
|
|
"epoch": 0.8995910949568378,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.0004945,
|
|
"loss": 6.4087,
|
|
"mean_token_accuracy": 0.12129435613751412,
|
|
"num_tokens": 2045635.0,
|
|
"step": 990
|
|
},
|
|
{
|
|
"entropy": 6.564974308013916,
|
|
"epoch": 0.9041344843253066,
|
|
"grad_norm": 0.91796875,
|
|
"learning_rate": 0.000497,
|
|
"loss": 6.3742,
|
|
"mean_token_accuracy": 0.12397633790969849,
|
|
"num_tokens": 2056501.0,
|
|
"step": 995
|
|
},
|
|
{
|
|
"entropy": 6.569272136688232,
|
|
"epoch": 0.9086778736937755,
|
|
"grad_norm": 1.0703125,
|
|
"learning_rate": 0.0004995,
|
|
"loss": 6.3834,
|
|
"mean_token_accuracy": 0.12595843970775605,
|
|
"num_tokens": 2066540.0,
|
|
"step": 1000
|
|
},
|
|
{
|
|
"epoch": 0.9086778736937755,
|
|
"eval_entropy": 6.449487343499827,
|
|
"eval_loss": 6.4225172996521,
|
|
"eval_mean_token_accuracy": 0.12387349221768768,
|
|
"eval_num_tokens": 2066540.0,
|
|
"eval_runtime": 1.9962,
|
|
"eval_samples_per_second": 1720.779,
|
|
"eval_steps_per_second": 215.41,
|
|
"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": 446871436001280.0,
|
|
"train_batch_size": 16,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|