2b63aec8 / checkpoint-500 /trainer_state.json
roonbug's picture
Upload folder using huggingface_hub
2672dc8 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.8,
"eval_steps": 100,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"entropy": 1.142920307815075,
"epoch": 0.016,
"grad_norm": 290.0,
"learning_rate": 6.000000000000001e-07,
"loss": 42.6658,
"mean_token_accuracy": 0.5620782226324081,
"num_tokens": 195524.0,
"step": 10
},
{
"entropy": 1.148210159689188,
"epoch": 0.032,
"grad_norm": 239.0,
"learning_rate": 1.2666666666666669e-06,
"loss": 41.9984,
"mean_token_accuracy": 0.5613080382347106,
"num_tokens": 390903.0,
"step": 20
},
{
"entropy": 1.1933260083198547,
"epoch": 0.048,
"grad_norm": 249.0,
"learning_rate": 1.9333333333333336e-06,
"loss": 40.6208,
"mean_token_accuracy": 0.5657517908141017,
"num_tokens": 589868.0,
"step": 30
},
{
"entropy": 1.2957281917333603,
"epoch": 0.064,
"grad_norm": 139.0,
"learning_rate": 2.6e-06,
"loss": 37.9032,
"mean_token_accuracy": 0.5714796105399728,
"num_tokens": 791190.0,
"step": 40
},
{
"entropy": 1.5075685508549213,
"epoch": 0.08,
"grad_norm": 94.0,
"learning_rate": 3.266666666666667e-06,
"loss": 35.7561,
"mean_token_accuracy": 0.5766569443047047,
"num_tokens": 989860.0,
"step": 50
},
{
"entropy": 1.7984249681234359,
"epoch": 0.096,
"grad_norm": 50.75,
"learning_rate": 3.9333333333333335e-06,
"loss": 33.4379,
"mean_token_accuracy": 0.5814697606489062,
"num_tokens": 1181777.0,
"step": 60
},
{
"entropy": 1.8387351341545581,
"epoch": 0.112,
"grad_norm": 43.0,
"learning_rate": 4.600000000000001e-06,
"loss": 30.4219,
"mean_token_accuracy": 0.5971228444948793,
"num_tokens": 1385513.0,
"step": 70
},
{
"entropy": 1.7275233700871468,
"epoch": 0.128,
"grad_norm": 33.5,
"learning_rate": 5.2666666666666665e-06,
"loss": 28.4703,
"mean_token_accuracy": 0.6095364252105355,
"num_tokens": 1582368.0,
"step": 80
},
{
"entropy": 1.7214979872107505,
"epoch": 0.144,
"grad_norm": 27.0,
"learning_rate": 5.933333333333335e-06,
"loss": 26.677,
"mean_token_accuracy": 0.6243448719382286,
"num_tokens": 1773764.0,
"step": 90
},
{
"entropy": 1.6311134904623033,
"epoch": 0.16,
"grad_norm": 22.0,
"learning_rate": 6.600000000000001e-06,
"loss": 25.7683,
"mean_token_accuracy": 0.6301404371857643,
"num_tokens": 1970077.0,
"step": 100
},
{
"epoch": 0.16,
"eval_biology_entropy": 1.5580159120559693,
"eval_biology_loss": 1.5081593990325928,
"eval_biology_mean_token_accuracy": 0.6457349667549134,
"eval_biology_num_tokens": 1970077.0,
"eval_biology_runtime": 48.7413,
"eval_biology_samples_per_second": 10.258,
"eval_biology_steps_per_second": 2.565,
"step": 100
},
{
"epoch": 0.16,
"eval_chemistry_entropy": 1.206756212234497,
"eval_chemistry_loss": 1.1218774318695068,
"eval_chemistry_mean_token_accuracy": 0.7205783066749573,
"eval_chemistry_num_tokens": 1970077.0,
"eval_chemistry_runtime": 60.3159,
"eval_chemistry_samples_per_second": 8.29,
"eval_chemistry_steps_per_second": 2.072,
"step": 100
},
{
"epoch": 0.16,
"eval_math_entropy": 0.9672308325767517,
"eval_math_loss": 1.159799337387085,
"eval_math_mean_token_accuracy": 0.7189845342636109,
"eval_math_num_tokens": 1970077.0,
"eval_math_runtime": 61.8237,
"eval_math_samples_per_second": 8.088,
"eval_math_steps_per_second": 2.022,
"step": 100
},
{
"epoch": 0.16,
"eval_physics_entropy": 1.1670387201309205,
"eval_physics_loss": 1.1291608810424805,
"eval_physics_mean_token_accuracy": 0.7211072521209717,
"eval_physics_num_tokens": 1970077.0,
"eval_physics_runtime": 70.4586,
"eval_physics_samples_per_second": 7.096,
"eval_physics_steps_per_second": 1.774,
"step": 100
},
{
"entropy": 1.5482715763151647,
"epoch": 0.176,
"grad_norm": 21.125,
"learning_rate": 7.266666666666668e-06,
"loss": 24.5868,
"mean_token_accuracy": 0.6385629490017891,
"num_tokens": 2168354.0,
"step": 110
},
{
"entropy": 1.5266574397683144,
"epoch": 0.192,
"grad_norm": 22.875,
"learning_rate": 7.933333333333334e-06,
"loss": 24.2707,
"mean_token_accuracy": 0.6432460084557533,
"num_tokens": 2365822.0,
"step": 120
},
{
"entropy": 1.5192069873213767,
"epoch": 0.208,
"grad_norm": 20.875,
"learning_rate": 8.6e-06,
"loss": 24.1355,
"mean_token_accuracy": 0.6436416517943144,
"num_tokens": 2558762.0,
"step": 130
},
{
"entropy": 1.4698147468268872,
"epoch": 0.224,
"grad_norm": 20.125,
"learning_rate": 9.266666666666667e-06,
"loss": 23.5154,
"mean_token_accuracy": 0.6499760080128908,
"num_tokens": 2755347.0,
"step": 140
},
{
"entropy": 1.4506230603903532,
"epoch": 0.24,
"grad_norm": 19.625,
"learning_rate": 9.933333333333334e-06,
"loss": 23.2013,
"mean_token_accuracy": 0.6523264441639185,
"num_tokens": 2947346.0,
"step": 150
},
{
"entropy": 1.4590953961014748,
"epoch": 0.256,
"grad_norm": 18.5,
"learning_rate": 1.0600000000000002e-05,
"loss": 23.3227,
"mean_token_accuracy": 0.6508617259562015,
"num_tokens": 3139957.0,
"step": 160
},
{
"entropy": 1.419396448880434,
"epoch": 0.272,
"grad_norm": 19.75,
"learning_rate": 1.1266666666666668e-05,
"loss": 22.7352,
"mean_token_accuracy": 0.6572458431124687,
"num_tokens": 3335951.0,
"step": 170
},
{
"entropy": 1.4005608204752207,
"epoch": 0.288,
"grad_norm": 19.75,
"learning_rate": 1.1933333333333335e-05,
"loss": 22.3969,
"mean_token_accuracy": 0.6585959013551473,
"num_tokens": 3539731.0,
"step": 180
},
{
"entropy": 1.391934547200799,
"epoch": 0.304,
"grad_norm": 18.75,
"learning_rate": 1.2600000000000001e-05,
"loss": 22.31,
"mean_token_accuracy": 0.6621056370437145,
"num_tokens": 3733488.0,
"step": 190
},
{
"entropy": 1.4028674490749835,
"epoch": 0.32,
"grad_norm": 22.25,
"learning_rate": 1.3266666666666668e-05,
"loss": 22.5559,
"mean_token_accuracy": 0.6576981086283922,
"num_tokens": 3920545.0,
"step": 200
},
{
"epoch": 0.32,
"eval_biology_entropy": 1.3209806289672852,
"eval_biology_loss": 1.338399887084961,
"eval_biology_mean_token_accuracy": 0.6720403518676757,
"eval_biology_num_tokens": 3920545.0,
"eval_biology_runtime": 48.5853,
"eval_biology_samples_per_second": 10.291,
"eval_biology_steps_per_second": 2.573,
"step": 200
},
{
"epoch": 0.32,
"eval_chemistry_entropy": 1.0033348879814148,
"eval_chemistry_loss": 0.9935092926025391,
"eval_chemistry_mean_token_accuracy": 0.7448974308967591,
"eval_chemistry_num_tokens": 3920545.0,
"eval_chemistry_runtime": 60.24,
"eval_chemistry_samples_per_second": 8.3,
"eval_chemistry_steps_per_second": 2.075,
"step": 200
},
{
"epoch": 0.32,
"eval_math_entropy": 0.8341804294586181,
"eval_math_loss": 1.0635857582092285,
"eval_math_mean_token_accuracy": 0.7432106451988221,
"eval_math_num_tokens": 3920545.0,
"eval_math_runtime": 61.8174,
"eval_math_samples_per_second": 8.088,
"eval_math_steps_per_second": 2.022,
"step": 200
},
{
"epoch": 0.32,
"eval_physics_entropy": 0.9652358031272888,
"eval_physics_loss": 0.9950281977653503,
"eval_physics_mean_token_accuracy": 0.7510108857154846,
"eval_physics_num_tokens": 3920545.0,
"eval_physics_runtime": 70.411,
"eval_physics_samples_per_second": 7.101,
"eval_physics_steps_per_second": 1.775,
"step": 200
},
{
"entropy": 1.3548175282776356,
"epoch": 0.336,
"grad_norm": 19.625,
"learning_rate": 1.3933333333333334e-05,
"loss": 21.7763,
"mean_token_accuracy": 0.6656343434005976,
"num_tokens": 4114077.0,
"step": 210
},
{
"entropy": 1.3656601022928954,
"epoch": 0.352,
"grad_norm": 20.625,
"learning_rate": 1.46e-05,
"loss": 22.0972,
"mean_token_accuracy": 0.6638848338276148,
"num_tokens": 4306949.0,
"step": 220
},
{
"entropy": 1.3525194190442562,
"epoch": 0.368,
"grad_norm": 18.125,
"learning_rate": 1.5266666666666667e-05,
"loss": 21.7293,
"mean_token_accuracy": 0.6680811226367951,
"num_tokens": 4504001.0,
"step": 230
},
{
"entropy": 1.3454820621758699,
"epoch": 0.384,
"grad_norm": 21.25,
"learning_rate": 1.5933333333333336e-05,
"loss": 21.7032,
"mean_token_accuracy": 0.6671383358538151,
"num_tokens": 4693812.0,
"step": 240
},
{
"entropy": 1.3525703553110362,
"epoch": 0.4,
"grad_norm": 17.5,
"learning_rate": 1.66e-05,
"loss": 21.7856,
"mean_token_accuracy": 0.666401931643486,
"num_tokens": 4887094.0,
"step": 250
},
{
"entropy": 1.351718918606639,
"epoch": 0.416,
"grad_norm": 19.0,
"learning_rate": 1.726666666666667e-05,
"loss": 21.9058,
"mean_token_accuracy": 0.6651136819273233,
"num_tokens": 5085369.0,
"step": 260
},
{
"entropy": 1.3526419658213853,
"epoch": 0.432,
"grad_norm": 20.875,
"learning_rate": 1.7933333333333333e-05,
"loss": 21.7813,
"mean_token_accuracy": 0.6668458927422762,
"num_tokens": 5271275.0,
"step": 270
},
{
"entropy": 1.3480545241385697,
"epoch": 0.448,
"grad_norm": 22.875,
"learning_rate": 1.86e-05,
"loss": 21.627,
"mean_token_accuracy": 0.6677324704825878,
"num_tokens": 5460559.0,
"step": 280
},
{
"entropy": 1.301166184991598,
"epoch": 0.464,
"grad_norm": 21.25,
"learning_rate": 1.926666666666667e-05,
"loss": 20.889,
"mean_token_accuracy": 0.676617132872343,
"num_tokens": 5653809.0,
"step": 290
},
{
"entropy": 1.318466317281127,
"epoch": 0.48,
"grad_norm": 17.125,
"learning_rate": 1.9933333333333334e-05,
"loss": 21.2936,
"mean_token_accuracy": 0.6712827417999506,
"num_tokens": 5850176.0,
"step": 300
},
{
"epoch": 0.48,
"eval_biology_entropy": 1.2827796216011047,
"eval_biology_loss": 1.275201678276062,
"eval_biology_mean_token_accuracy": 0.6830832781791687,
"eval_biology_num_tokens": 5850176.0,
"eval_biology_runtime": 48.4915,
"eval_biology_samples_per_second": 10.311,
"eval_biology_steps_per_second": 2.578,
"step": 300
},
{
"epoch": 0.48,
"eval_chemistry_entropy": 0.983495129108429,
"eval_chemistry_loss": 0.9488818645477295,
"eval_chemistry_mean_token_accuracy": 0.7523409638404847,
"eval_chemistry_num_tokens": 5850176.0,
"eval_chemistry_runtime": 60.1707,
"eval_chemistry_samples_per_second": 8.31,
"eval_chemistry_steps_per_second": 2.077,
"step": 300
},
{
"epoch": 0.48,
"eval_math_entropy": 0.8216862387657166,
"eval_math_loss": 1.0297818183898926,
"eval_math_mean_token_accuracy": 0.7488151121139527,
"eval_math_num_tokens": 5850176.0,
"eval_math_runtime": 61.6905,
"eval_math_samples_per_second": 8.105,
"eval_math_steps_per_second": 2.026,
"step": 300
},
{
"epoch": 0.48,
"eval_physics_entropy": 0.9433758721351624,
"eval_physics_loss": 0.9520999193191528,
"eval_physics_mean_token_accuracy": 0.7585058889389038,
"eval_physics_num_tokens": 5850176.0,
"eval_physics_runtime": 70.301,
"eval_physics_samples_per_second": 7.112,
"eval_physics_steps_per_second": 1.778,
"step": 300
},
{
"entropy": 1.2579400472342968,
"epoch": 0.496,
"grad_norm": 17.75,
"learning_rate": 1.9933333333333334e-05,
"loss": 20.2011,
"mean_token_accuracy": 0.6842056062072516,
"num_tokens": 6046503.0,
"step": 310
},
{
"entropy": 1.3082518883049488,
"epoch": 0.512,
"grad_norm": 18.125,
"learning_rate": 1.985925925925926e-05,
"loss": 21.0658,
"mean_token_accuracy": 0.6749501373618841,
"num_tokens": 6240456.0,
"step": 320
},
{
"entropy": 1.3003981616348028,
"epoch": 0.528,
"grad_norm": 18.125,
"learning_rate": 1.9785185185185187e-05,
"loss": 20.9809,
"mean_token_accuracy": 0.6757604543119669,
"num_tokens": 6430555.0,
"step": 330
},
{
"entropy": 1.2986273631453513,
"epoch": 0.544,
"grad_norm": 17.0,
"learning_rate": 1.971111111111111e-05,
"loss": 20.8809,
"mean_token_accuracy": 0.6782271713018417,
"num_tokens": 6626006.0,
"step": 340
},
{
"entropy": 1.284830729290843,
"epoch": 0.56,
"grad_norm": 17.25,
"learning_rate": 1.963703703703704e-05,
"loss": 20.8197,
"mean_token_accuracy": 0.6767117112874985,
"num_tokens": 6820754.0,
"step": 350
},
{
"entropy": 1.2683125745505095,
"epoch": 0.576,
"grad_norm": 17.0,
"learning_rate": 1.9562962962962964e-05,
"loss": 20.4541,
"mean_token_accuracy": 0.6809794403612613,
"num_tokens": 7021844.0,
"step": 360
},
{
"entropy": 1.2863252360373736,
"epoch": 0.592,
"grad_norm": 18.875,
"learning_rate": 1.948888888888889e-05,
"loss": 20.8043,
"mean_token_accuracy": 0.676701345667243,
"num_tokens": 7213951.0,
"step": 370
},
{
"entropy": 1.2630502216517925,
"epoch": 0.608,
"grad_norm": 18.75,
"learning_rate": 1.9414814814814817e-05,
"loss": 20.4041,
"mean_token_accuracy": 0.6803740747272968,
"num_tokens": 7416773.0,
"step": 380
},
{
"entropy": 1.2804703898727894,
"epoch": 0.624,
"grad_norm": 19.25,
"learning_rate": 1.9340740740740743e-05,
"loss": 20.6218,
"mean_token_accuracy": 0.6788272958248853,
"num_tokens": 7612843.0,
"step": 390
},
{
"entropy": 1.2843346055597067,
"epoch": 0.64,
"grad_norm": 18.0,
"learning_rate": 1.926666666666667e-05,
"loss": 20.7171,
"mean_token_accuracy": 0.6782444745302201,
"num_tokens": 7801633.0,
"step": 400
},
{
"epoch": 0.64,
"eval_biology_entropy": 1.226506398677826,
"eval_biology_loss": 1.2382104396820068,
"eval_biology_mean_token_accuracy": 0.6894095778465271,
"eval_biology_num_tokens": 7801633.0,
"eval_biology_runtime": 48.5507,
"eval_biology_samples_per_second": 10.299,
"eval_biology_steps_per_second": 2.575,
"step": 400
},
{
"epoch": 0.64,
"eval_chemistry_entropy": 0.9317227191925049,
"eval_chemistry_loss": 0.9207452535629272,
"eval_chemistry_mean_token_accuracy": 0.7581370029449462,
"eval_chemistry_num_tokens": 7801633.0,
"eval_chemistry_runtime": 60.2113,
"eval_chemistry_samples_per_second": 8.304,
"eval_chemistry_steps_per_second": 2.076,
"step": 400
},
{
"epoch": 0.64,
"eval_math_entropy": 0.7863595089912414,
"eval_math_loss": 1.010460376739502,
"eval_math_mean_token_accuracy": 0.7535392093658447,
"eval_math_num_tokens": 7801633.0,
"eval_math_runtime": 61.807,
"eval_math_samples_per_second": 8.09,
"eval_math_steps_per_second": 2.022,
"step": 400
},
{
"epoch": 0.64,
"eval_physics_entropy": 0.8958085932731629,
"eval_physics_loss": 0.9257401823997498,
"eval_physics_mean_token_accuracy": 0.7637984156608582,
"eval_physics_num_tokens": 7801633.0,
"eval_physics_runtime": 70.3663,
"eval_physics_samples_per_second": 7.106,
"eval_physics_steps_per_second": 1.776,
"step": 400
},
{
"entropy": 1.278659427165985,
"epoch": 0.656,
"grad_norm": 18.25,
"learning_rate": 1.9192592592592593e-05,
"loss": 20.6682,
"mean_token_accuracy": 0.6772829819470644,
"num_tokens": 7995843.0,
"step": 410
},
{
"entropy": 1.2931427203118802,
"epoch": 0.672,
"grad_norm": 18.625,
"learning_rate": 1.911851851851852e-05,
"loss": 20.8656,
"mean_token_accuracy": 0.6753748003393412,
"num_tokens": 8183103.0,
"step": 420
},
{
"entropy": 1.2739692747592926,
"epoch": 0.688,
"grad_norm": 16.75,
"learning_rate": 1.9044444444444446e-05,
"loss": 20.5407,
"mean_token_accuracy": 0.6812681049108505,
"num_tokens": 8385976.0,
"step": 430
},
{
"entropy": 1.2659825466573238,
"epoch": 0.704,
"grad_norm": 16.25,
"learning_rate": 1.8970370370370372e-05,
"loss": 20.4243,
"mean_token_accuracy": 0.6820976916700602,
"num_tokens": 8578431.0,
"step": 440
},
{
"entropy": 1.220404140278697,
"epoch": 0.72,
"grad_norm": 16.75,
"learning_rate": 1.8896296296296295e-05,
"loss": 19.6546,
"mean_token_accuracy": 0.6908745598047972,
"num_tokens": 8781342.0,
"step": 450
},
{
"entropy": 1.2406103231012822,
"epoch": 0.736,
"grad_norm": 16.75,
"learning_rate": 1.8822222222222225e-05,
"loss": 19.9745,
"mean_token_accuracy": 0.6853331789374352,
"num_tokens": 8977918.0,
"step": 460
},
{
"entropy": 1.2618801843374967,
"epoch": 0.752,
"grad_norm": 17.125,
"learning_rate": 1.874814814814815e-05,
"loss": 20.4041,
"mean_token_accuracy": 0.6825968738645315,
"num_tokens": 9169322.0,
"step": 470
},
{
"entropy": 1.2232345014810562,
"epoch": 0.768,
"grad_norm": 19.25,
"learning_rate": 1.8674074074074075e-05,
"loss": 19.7045,
"mean_token_accuracy": 0.6888250291347504,
"num_tokens": 9368141.0,
"step": 480
},
{
"entropy": 1.25159954726696,
"epoch": 0.784,
"grad_norm": 18.25,
"learning_rate": 1.86e-05,
"loss": 20.2036,
"mean_token_accuracy": 0.6849453710019588,
"num_tokens": 9565236.0,
"step": 490
},
{
"entropy": 1.264250884205103,
"epoch": 0.8,
"grad_norm": 19.25,
"learning_rate": 1.8525925925925928e-05,
"loss": 20.5299,
"mean_token_accuracy": 0.6811827480792999,
"num_tokens": 9761227.0,
"step": 500
},
{
"epoch": 0.8,
"eval_biology_entropy": 1.2163097896575927,
"eval_biology_loss": 1.2177292108535767,
"eval_biology_mean_token_accuracy": 0.6932459664344788,
"eval_biology_num_tokens": 9761227.0,
"eval_biology_runtime": 48.5438,
"eval_biology_samples_per_second": 10.3,
"eval_biology_steps_per_second": 2.575,
"step": 500
},
{
"epoch": 0.8,
"eval_chemistry_entropy": 0.9239063205718994,
"eval_chemistry_loss": 0.9047155380249023,
"eval_chemistry_mean_token_accuracy": 0.761792631149292,
"eval_chemistry_num_tokens": 9761227.0,
"eval_chemistry_runtime": 59.9546,
"eval_chemistry_samples_per_second": 8.34,
"eval_chemistry_steps_per_second": 2.085,
"step": 500
},
{
"epoch": 0.8,
"eval_math_entropy": 0.7864464523792267,
"eval_math_loss": 0.9939978122711182,
"eval_math_mean_token_accuracy": 0.7574145245552063,
"eval_math_num_tokens": 9761227.0,
"eval_math_runtime": 61.7812,
"eval_math_samples_per_second": 8.093,
"eval_math_steps_per_second": 2.023,
"step": 500
},
{
"epoch": 0.8,
"eval_physics_entropy": 0.889360978603363,
"eval_physics_loss": 0.9096766710281372,
"eval_physics_mean_token_accuracy": 0.7674052910804748,
"eval_physics_num_tokens": 9761227.0,
"eval_physics_runtime": 70.5356,
"eval_physics_samples_per_second": 7.089,
"eval_physics_steps_per_second": 1.772,
"step": 500
}
],
"logging_steps": 10,
"max_steps": 3000,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 1.0976936565348991e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}