TicklingShell's picture
Upload folder using huggingface_hub
0364fdc verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 313,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"entropy": 0.09649655148386956,
"epoch": 0.032,
"grad_norm": 0.2255859375,
"learning_rate": 0.00018,
"loss": 0.14522699117660523,
"mean_token_accuracy": 0.9369595624506474,
"num_tokens": 66476.0,
"step": 10
},
{
"entropy": 0.08880856377654708,
"epoch": 0.064,
"grad_norm": 0.173828125,
"learning_rate": 0.0001995649347969019,
"loss": 0.08154842257499695,
"mean_token_accuracy": 0.9461333908140659,
"num_tokens": 140569.0,
"step": 20
},
{
"entropy": 0.08434813401545398,
"epoch": 0.096,
"grad_norm": 0.169921875,
"learning_rate": 0.0001980658652386421,
"loss": 0.08437747955322265,
"mean_token_accuracy": 0.9686024446040392,
"num_tokens": 204086.0,
"step": 30
},
{
"entropy": 0.0869230936281383,
"epoch": 0.128,
"grad_norm": 0.1357421875,
"learning_rate": 0.0001955135170885202,
"loss": 0.07795352935791015,
"mean_token_accuracy": 0.9808623071759939,
"num_tokens": 271252.0,
"step": 40
},
{
"entropy": 0.07329072935972362,
"epoch": 0.16,
"grad_norm": 0.19140625,
"learning_rate": 0.00019193530389822363,
"loss": 0.08132061958312989,
"mean_token_accuracy": 0.9672858133912087,
"num_tokens": 337656.0,
"step": 50
},
{
"entropy": 0.0891664584632963,
"epoch": 0.192,
"grad_norm": 0.17578125,
"learning_rate": 0.00018736965754556528,
"loss": 0.09287956953048707,
"mean_token_accuracy": 0.9650922071188688,
"num_tokens": 410305.0,
"step": 60
},
{
"entropy": 0.07671013890067116,
"epoch": 0.224,
"grad_norm": 0.203125,
"learning_rate": 0.00018186561545605054,
"loss": 0.07794617414474488,
"mean_token_accuracy": 0.9760642010718584,
"num_tokens": 477217.0,
"step": 70
},
{
"entropy": 0.0767284018744249,
"epoch": 0.256,
"grad_norm": 0.123046875,
"learning_rate": 0.00017548229391532572,
"loss": 0.08190351128578185,
"mean_token_accuracy": 0.9707993991672993,
"num_tokens": 549230.0,
"step": 80
},
{
"entropy": 0.0770263057667762,
"epoch": 0.288,
"grad_norm": 0.171875,
"learning_rate": 0.00016828825312940592,
"loss": 0.06415510773658753,
"mean_token_accuracy": 0.9708753030747175,
"num_tokens": 616669.0,
"step": 90
},
{
"entropy": 0.06914123268215917,
"epoch": 0.32,
"grad_norm": 0.13671875,
"learning_rate": 0.00016036076085226814,
"loss": 0.07777998447418213,
"mean_token_accuracy": 0.9653518848121166,
"num_tokens": 686556.0,
"step": 100
},
{
"entropy": 0.06991175076691433,
"epoch": 0.352,
"grad_norm": 0.166015625,
"learning_rate": 0.00015178496248983254,
"loss": 0.07323018312454224,
"mean_token_accuracy": 0.9576951999217271,
"num_tokens": 759521.0,
"step": 110
},
{
"entropy": 0.09207692868367304,
"epoch": 0.384,
"grad_norm": 0.21484375,
"learning_rate": 0.00014265296659384956,
"loss": 0.09533499479293824,
"mean_token_accuracy": 0.9764811851084232,
"num_tokens": 826869.0,
"step": 120
},
{
"entropy": 0.08726739198318682,
"epoch": 0.416,
"grad_norm": 0.1904296875,
"learning_rate": 0.00013306285556796495,
"loss": 0.08955158591270447,
"mean_token_accuracy": 0.956151831895113,
"num_tokens": 898111.0,
"step": 130
},
{
"entropy": 0.06639394556113984,
"epoch": 0.448,
"grad_norm": 0.1533203125,
"learning_rate": 0.000123117632211497,
"loss": 0.06314496397972107,
"mean_token_accuracy": 0.9615629483014345,
"num_tokens": 969339.0,
"step": 140
},
{
"entropy": 0.0558678554254584,
"epoch": 0.48,
"grad_norm": 0.291015625,
"learning_rate": 0.0001129241134155949,
"loss": 0.06386124491691589,
"mean_token_accuracy": 0.9733367815613747,
"num_tokens": 1036672.0,
"step": 150
},
{
"entropy": 0.060232574946712705,
"epoch": 0.512,
"grad_norm": 0.1455078125,
"learning_rate": 0.00010259178289406011,
"loss": 0.06906680464744568,
"mean_token_accuracy": 0.9617645684629679,
"num_tokens": 1108529.0,
"step": 160
},
{
"entropy": 0.06748775953310542,
"epoch": 0.544,
"grad_norm": 0.14453125,
"learning_rate": 9.223161527109937e-05,
"loss": 0.06768612861633301,
"mean_token_accuracy": 0.9634172908961773,
"num_tokens": 1184675.0,
"step": 170
},
{
"entropy": 0.06814730220357887,
"epoch": 0.576,
"grad_norm": 0.185546875,
"learning_rate": 8.195488415592238e-05,
"loss": 0.06328855752944947,
"mean_token_accuracy": 0.9700407199561596,
"num_tokens": 1256207.0,
"step": 180
},
{
"entropy": 0.07081062349316199,
"epoch": 0.608,
"grad_norm": 0.55859375,
"learning_rate": 7.187196700608373e-05,
"loss": 0.06718837618827819,
"mean_token_accuracy": 0.9618636917322874,
"num_tokens": 1328169.0,
"step": 190
},
{
"entropy": 0.06150082344538532,
"epoch": 0.64,
"grad_norm": 0.1044921875,
"learning_rate": 6.209115961596208e-05,
"loss": 0.05759283900260925,
"mean_token_accuracy": 0.9679569214582443,
"num_tokens": 1399956.0,
"step": 200
},
{
"entropy": 0.06286092348891544,
"epoch": 0.672,
"grad_norm": 0.197265625,
"learning_rate": 5.271751296338823e-05,
"loss": 0.06326322555541992,
"mean_token_accuracy": 0.9615916445851326,
"num_tokens": 1475214.0,
"step": 210
},
{
"entropy": 0.0519205622273148,
"epoch": 0.704,
"grad_norm": 0.169921875,
"learning_rate": 4.385170490729712e-05,
"loss": 0.05610005855560303,
"mean_token_accuracy": 0.972290551662445,
"num_tokens": 1546118.0,
"step": 220
},
{
"entropy": 0.058427285050856884,
"epoch": 0.736,
"grad_norm": 0.224609375,
"learning_rate": 3.558895885496023e-05,
"loss": 0.05968340039253235,
"mean_token_accuracy": 0.9686542131006718,
"num_tokens": 1620482.0,
"step": 230
},
{
"entropy": 0.06077302123012487,
"epoch": 0.768,
"grad_norm": 0.115234375,
"learning_rate": 2.8018021012875994e-05,
"loss": 0.05487210750579834,
"mean_token_accuracy": 0.9765994187444449,
"num_tokens": 1686508.0,
"step": 240
},
{
"entropy": 0.05762897890235763,
"epoch": 0.8,
"grad_norm": 0.1455078125,
"learning_rate": 2.1220207206178688e-05,
"loss": 0.06742877364158631,
"mean_token_accuracy": 0.9620399903506041,
"num_tokens": 1764710.0,
"step": 250
},
{
"entropy": 0.059268097168387615,
"epoch": 0.832,
"grad_norm": 0.2041015625,
"learning_rate": 1.526852950422226e-05,
"loss": 0.058321452140808104,
"mean_token_accuracy": 0.9726373586803675,
"num_tokens": 1832644.0,
"step": 260
},
{
"entropy": 0.05387882571376394,
"epoch": 0.864,
"grad_norm": 0.1796875,
"learning_rate": 1.0226912032836611e-05,
"loss": 0.04902423620223999,
"mean_token_accuracy": 0.9753172263503075,
"num_tokens": 1901629.0,
"step": 270
},
{
"entropy": 0.05652731657464756,
"epoch": 0.896,
"grad_norm": 0.322265625,
"learning_rate": 6.149504395842087e-06,
"loss": 0.0603355348110199,
"mean_token_accuracy": 0.9647678934037686,
"num_tokens": 1975257.0,
"step": 280
},
{
"entropy": 0.05044347028888296,
"epoch": 0.928,
"grad_norm": 0.1484375,
"learning_rate": 3.0801000800333877e-06,
"loss": 0.04434172809123993,
"mean_token_accuracy": 0.970330499112606,
"num_tokens": 2042770.0,
"step": 290
},
{
"entropy": 0.05634855758107733,
"epoch": 0.96,
"grad_norm": 0.123046875,
"learning_rate": 1.0516660902673448e-06,
"loss": 0.053922271728515624,
"mean_token_accuracy": 0.9622644379734993,
"num_tokens": 2111795.0,
"step": 300
},
{
"entropy": 0.06218618047278142,
"epoch": 0.992,
"grad_norm": 0.1806640625,
"learning_rate": 8.598886661895788e-08,
"loss": 0.06558623909950256,
"mean_token_accuracy": 0.9811610858887434,
"num_tokens": 2182727.0,
"step": 310
},
{
"epoch": 1.0,
"eval_entropy": 0.10073611672315747,
"eval_loss": 0.283896803855896,
"eval_mean_token_accuracy": 0.931689467549324,
"eval_num_tokens": 2202446.0,
"eval_runtime": 135.118,
"eval_samples_per_second": 3.7,
"eval_steps_per_second": 3.7,
"step": 313
}
],
"logging_steps": 10,
"max_steps": 313,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.867113674568868e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}