|
{ |
|
"best_metric": 0.40252843499183655, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 2.435820895522388, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.04776119402985075, |
|
"grad_norm": 0.29185420274734497, |
|
"learning_rate": 5e-05, |
|
"loss": 0.551, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.04776119402985075, |
|
"eval_loss": 0.5565004348754883, |
|
"eval_runtime": 1.6581, |
|
"eval_samples_per_second": 85.038, |
|
"eval_steps_per_second": 10.856, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.0955223880597015, |
|
"grad_norm": 0.34828293323516846, |
|
"learning_rate": 0.0001, |
|
"loss": 0.5825, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.14328358208955225, |
|
"grad_norm": 0.33185914158821106, |
|
"learning_rate": 9.989294616193017e-05, |
|
"loss": 0.5789, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.191044776119403, |
|
"grad_norm": 0.3632985055446625, |
|
"learning_rate": 9.957224306869053e-05, |
|
"loss": 0.5382, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.23880597014925373, |
|
"grad_norm": 0.3530183434486389, |
|
"learning_rate": 9.903926402016153e-05, |
|
"loss": 0.5279, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.2865671641791045, |
|
"grad_norm": 0.23330174386501312, |
|
"learning_rate": 9.829629131445342e-05, |
|
"loss": 0.5199, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.33432835820895523, |
|
"grad_norm": 0.278849333524704, |
|
"learning_rate": 9.73465064747553e-05, |
|
"loss": 0.5065, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.382089552238806, |
|
"grad_norm": 0.2901425361633301, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 0.493, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.4298507462686567, |
|
"grad_norm": 0.29416143894195557, |
|
"learning_rate": 9.484363707663442e-05, |
|
"loss": 0.5316, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.47761194029850745, |
|
"grad_norm": 0.3660103976726532, |
|
"learning_rate": 9.330127018922194e-05, |
|
"loss": 0.4523, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.5253731343283582, |
|
"grad_norm": 0.19246715307235718, |
|
"learning_rate": 9.157348061512727e-05, |
|
"loss": 0.4927, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.573134328358209, |
|
"grad_norm": 0.20531879365444183, |
|
"learning_rate": 8.966766701456177e-05, |
|
"loss": 0.5076, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.6208955223880597, |
|
"grad_norm": 0.20391716063022614, |
|
"learning_rate": 8.759199037394887e-05, |
|
"loss": 0.4657, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.6686567164179105, |
|
"grad_norm": 0.22268980741500854, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 0.4792, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.7164179104477612, |
|
"grad_norm": 0.2864244878292084, |
|
"learning_rate": 8.296729075500344e-05, |
|
"loss": 0.4274, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.764179104477612, |
|
"grad_norm": 0.16762878000736237, |
|
"learning_rate": 8.043807145043604e-05, |
|
"loss": 0.4894, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.8119402985074626, |
|
"grad_norm": 0.18803684413433075, |
|
"learning_rate": 7.777851165098012e-05, |
|
"loss": 0.4475, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.8597014925373134, |
|
"grad_norm": 0.19906236231327057, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.4717, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.9074626865671642, |
|
"grad_norm": 0.24964551627635956, |
|
"learning_rate": 7.211443451095007e-05, |
|
"loss": 0.4579, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.9552238805970149, |
|
"grad_norm": 0.29042649269104004, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 0.3962, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.026865671641791, |
|
"grad_norm": 0.28468796610832214, |
|
"learning_rate": 6.607197326515808e-05, |
|
"loss": 0.7955, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 1.0746268656716418, |
|
"grad_norm": 0.16371072828769684, |
|
"learning_rate": 6.294095225512603e-05, |
|
"loss": 0.4403, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 1.1223880597014926, |
|
"grad_norm": 0.19278578460216522, |
|
"learning_rate": 5.9754516100806423e-05, |
|
"loss": 0.4031, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 1.1701492537313434, |
|
"grad_norm": 0.21322554349899292, |
|
"learning_rate": 5.6526309611002594e-05, |
|
"loss": 0.4135, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 1.217910447761194, |
|
"grad_norm": 0.2575645446777344, |
|
"learning_rate": 5.327015646150716e-05, |
|
"loss": 0.4206, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.217910447761194, |
|
"eval_loss": 0.42539140582084656, |
|
"eval_runtime": 1.6618, |
|
"eval_samples_per_second": 84.848, |
|
"eval_steps_per_second": 10.832, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.2656716417910447, |
|
"grad_norm": 0.18160618841648102, |
|
"learning_rate": 5e-05, |
|
"loss": 0.3783, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.3134328358208955, |
|
"grad_norm": 0.17580193281173706, |
|
"learning_rate": 4.6729843538492847e-05, |
|
"loss": 0.4182, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.3611940298507463, |
|
"grad_norm": 0.19652894139289856, |
|
"learning_rate": 4.347369038899744e-05, |
|
"loss": 0.4157, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.408955223880597, |
|
"grad_norm": 0.21493984758853912, |
|
"learning_rate": 4.0245483899193595e-05, |
|
"loss": 0.3818, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.4567164179104477, |
|
"grad_norm": 0.2695300579071045, |
|
"learning_rate": 3.705904774487396e-05, |
|
"loss": 0.3741, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.5044776119402985, |
|
"grad_norm": 0.18835151195526123, |
|
"learning_rate": 3.392802673484193e-05, |
|
"loss": 0.3718, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.5522388059701493, |
|
"grad_norm": 0.19078905880451202, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.4194, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"grad_norm": 0.22648519277572632, |
|
"learning_rate": 2.7885565489049946e-05, |
|
"loss": 0.4083, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.6477611940298509, |
|
"grad_norm": 0.2402975708246231, |
|
"learning_rate": 2.500000000000001e-05, |
|
"loss": 0.3999, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.6955223880597015, |
|
"grad_norm": 0.2498691976070404, |
|
"learning_rate": 2.2221488349019903e-05, |
|
"loss": 0.3738, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.7432835820895523, |
|
"grad_norm": 0.22093889117240906, |
|
"learning_rate": 1.9561928549563968e-05, |
|
"loss": 0.3985, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.7910447761194028, |
|
"grad_norm": 0.18763570487499237, |
|
"learning_rate": 1.703270924499656e-05, |
|
"loss": 0.3952, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.8388059701492536, |
|
"grad_norm": 0.21417222917079926, |
|
"learning_rate": 1.4644660940672627e-05, |
|
"loss": 0.4162, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.8865671641791044, |
|
"grad_norm": 0.2319900542497635, |
|
"learning_rate": 1.2408009626051137e-05, |
|
"loss": 0.377, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.9343283582089552, |
|
"grad_norm": 0.2740539014339447, |
|
"learning_rate": 1.0332332985438248e-05, |
|
"loss": 0.3683, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.005970149253731, |
|
"grad_norm": 0.3065386414527893, |
|
"learning_rate": 8.426519384872733e-06, |
|
"loss": 0.534, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 2.053731343283582, |
|
"grad_norm": 0.17674775421619415, |
|
"learning_rate": 6.698729810778065e-06, |
|
"loss": 0.3898, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 2.1014925373134328, |
|
"grad_norm": 0.18936415016651154, |
|
"learning_rate": 5.156362923365588e-06, |
|
"loss": 0.3792, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 2.1492537313432836, |
|
"grad_norm": 0.21581114828586578, |
|
"learning_rate": 3.8060233744356633e-06, |
|
"loss": 0.3798, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 2.1970149253731344, |
|
"grad_norm": 0.25616875290870667, |
|
"learning_rate": 2.653493525244721e-06, |
|
"loss": 0.3838, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 2.244776119402985, |
|
"grad_norm": 0.2650687098503113, |
|
"learning_rate": 1.70370868554659e-06, |
|
"loss": 0.3289, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 2.292537313432836, |
|
"grad_norm": 0.18314772844314575, |
|
"learning_rate": 9.607359798384785e-07, |
|
"loss": 0.4072, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 2.3402985074626868, |
|
"grad_norm": 0.19991053640842438, |
|
"learning_rate": 4.277569313094809e-07, |
|
"loss": 0.3849, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 2.388059701492537, |
|
"grad_norm": 0.21161042153835297, |
|
"learning_rate": 1.0705383806982606e-07, |
|
"loss": 0.3785, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 2.435820895522388, |
|
"grad_norm": 0.23710204660892487, |
|
"learning_rate": 0.0, |
|
"loss": 0.3513, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.435820895522388, |
|
"eval_loss": 0.40252843499183655, |
|
"eval_runtime": 1.6626, |
|
"eval_samples_per_second": 84.805, |
|
"eval_steps_per_second": 10.826, |
|
"step": 50 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 50, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 25, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 1, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 0 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1.059536353886208e+17, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|