|
{ |
|
"best_metric": 0.7679101824760437, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 1.4652014652014653, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.029304029304029304, |
|
"grad_norm": 42.315101623535156, |
|
"learning_rate": 5e-05, |
|
"loss": 10.8108, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.029304029304029304, |
|
"eval_loss": 11.66943359375, |
|
"eval_runtime": 12.0921, |
|
"eval_samples_per_second": 19.021, |
|
"eval_steps_per_second": 2.398, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.05860805860805861, |
|
"grad_norm": 43.577064514160156, |
|
"learning_rate": 0.0001, |
|
"loss": 11.4368, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.08791208791208792, |
|
"grad_norm": 31.090862274169922, |
|
"learning_rate": 9.989294616193017e-05, |
|
"loss": 8.1051, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.11721611721611722, |
|
"grad_norm": 17.739784240722656, |
|
"learning_rate": 9.957224306869053e-05, |
|
"loss": 3.8912, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.14652014652014653, |
|
"grad_norm": 10.802330017089844, |
|
"learning_rate": 9.903926402016153e-05, |
|
"loss": 2.2566, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.17582417582417584, |
|
"grad_norm": 4.046825408935547, |
|
"learning_rate": 9.829629131445342e-05, |
|
"loss": 1.178, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.20512820512820512, |
|
"grad_norm": 4.262223720550537, |
|
"learning_rate": 9.73465064747553e-05, |
|
"loss": 1.0102, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.23443223443223443, |
|
"grad_norm": 2.372178792953491, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 0.9741, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.26373626373626374, |
|
"grad_norm": 1.6314536333084106, |
|
"learning_rate": 9.484363707663442e-05, |
|
"loss": 0.8676, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.29304029304029305, |
|
"grad_norm": 1.1375904083251953, |
|
"learning_rate": 9.330127018922194e-05, |
|
"loss": 0.7656, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.32234432234432236, |
|
"grad_norm": 0.7322179675102234, |
|
"learning_rate": 9.157348061512727e-05, |
|
"loss": 0.738, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.3516483516483517, |
|
"grad_norm": 1.6381927728652954, |
|
"learning_rate": 8.966766701456177e-05, |
|
"loss": 0.8121, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.38095238095238093, |
|
"grad_norm": 1.6779375076293945, |
|
"learning_rate": 8.759199037394887e-05, |
|
"loss": 0.7658, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.41025641025641024, |
|
"grad_norm": 0.8208694458007812, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 0.8118, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.43956043956043955, |
|
"grad_norm": 0.7266029119491577, |
|
"learning_rate": 8.296729075500344e-05, |
|
"loss": 0.8152, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.46886446886446886, |
|
"grad_norm": 0.49156033992767334, |
|
"learning_rate": 8.043807145043604e-05, |
|
"loss": 0.8198, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.4981684981684982, |
|
"grad_norm": 0.6357100009918213, |
|
"learning_rate": 7.777851165098012e-05, |
|
"loss": 0.8063, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.5274725274725275, |
|
"grad_norm": 0.6192078590393066, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.7221, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.5567765567765568, |
|
"grad_norm": 0.23790700733661652, |
|
"learning_rate": 7.211443451095007e-05, |
|
"loss": 0.7403, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.5860805860805861, |
|
"grad_norm": 0.3375350534915924, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 0.7381, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 0.7117923498153687, |
|
"learning_rate": 6.607197326515808e-05, |
|
"loss": 0.7848, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.6446886446886447, |
|
"grad_norm": 1.3936290740966797, |
|
"learning_rate": 6.294095225512603e-05, |
|
"loss": 0.8916, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.673992673992674, |
|
"grad_norm": 0.8301817178726196, |
|
"learning_rate": 5.9754516100806423e-05, |
|
"loss": 0.83, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.7032967032967034, |
|
"grad_norm": 0.2933414578437805, |
|
"learning_rate": 5.6526309611002594e-05, |
|
"loss": 0.8132, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.7326007326007326, |
|
"grad_norm": 0.3536495268344879, |
|
"learning_rate": 5.327015646150716e-05, |
|
"loss": 0.8106, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.7326007326007326, |
|
"eval_loss": 0.7922340035438538, |
|
"eval_runtime": 12.0794, |
|
"eval_samples_per_second": 19.041, |
|
"eval_steps_per_second": 2.401, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.7619047619047619, |
|
"grad_norm": 0.63962721824646, |
|
"learning_rate": 5e-05, |
|
"loss": 0.8015, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.7912087912087912, |
|
"grad_norm": 1.0908812284469604, |
|
"learning_rate": 4.6729843538492847e-05, |
|
"loss": 0.7551, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.8205128205128205, |
|
"grad_norm": 0.8861240744590759, |
|
"learning_rate": 4.347369038899744e-05, |
|
"loss": 0.7574, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.8498168498168498, |
|
"grad_norm": 0.5566492080688477, |
|
"learning_rate": 4.0245483899193595e-05, |
|
"loss": 0.7698, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 0.8791208791208791, |
|
"grad_norm": 0.20251761376857758, |
|
"learning_rate": 3.705904774487396e-05, |
|
"loss": 0.7804, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.9084249084249084, |
|
"grad_norm": 0.4848445653915405, |
|
"learning_rate": 3.392802673484193e-05, |
|
"loss": 0.8247, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 0.9377289377289377, |
|
"grad_norm": 0.4721270799636841, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.8113, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 0.967032967032967, |
|
"grad_norm": 1.1203545331954956, |
|
"learning_rate": 2.7885565489049946e-05, |
|
"loss": 0.8849, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 0.9963369963369964, |
|
"grad_norm": 0.7001569867134094, |
|
"learning_rate": 2.500000000000001e-05, |
|
"loss": 0.839, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.0256410256410255, |
|
"grad_norm": 1.0713928937911987, |
|
"learning_rate": 2.2221488349019903e-05, |
|
"loss": 1.45, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.054945054945055, |
|
"grad_norm": 0.5490231513977051, |
|
"learning_rate": 1.9561928549563968e-05, |
|
"loss": 0.7151, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.0842490842490842, |
|
"grad_norm": 0.5858750343322754, |
|
"learning_rate": 1.703270924499656e-05, |
|
"loss": 0.7387, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.1135531135531136, |
|
"grad_norm": 0.4807808995246887, |
|
"learning_rate": 1.4644660940672627e-05, |
|
"loss": 0.7169, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.1428571428571428, |
|
"grad_norm": 0.865768551826477, |
|
"learning_rate": 1.2408009626051137e-05, |
|
"loss": 0.8138, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.1721611721611722, |
|
"grad_norm": 0.5984993577003479, |
|
"learning_rate": 1.0332332985438248e-05, |
|
"loss": 0.8128, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.2014652014652014, |
|
"grad_norm": 0.4118782877922058, |
|
"learning_rate": 8.426519384872733e-06, |
|
"loss": 0.7551, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.555441677570343, |
|
"learning_rate": 6.698729810778065e-06, |
|
"loss": 0.8145, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 1.26007326007326, |
|
"grad_norm": 0.5375956296920776, |
|
"learning_rate": 5.156362923365588e-06, |
|
"loss": 0.7918, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 1.2893772893772895, |
|
"grad_norm": 0.5693370699882507, |
|
"learning_rate": 3.8060233744356633e-06, |
|
"loss": 0.7256, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 1.3186813186813187, |
|
"grad_norm": 0.5636836290359497, |
|
"learning_rate": 2.653493525244721e-06, |
|
"loss": 0.7449, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 1.347985347985348, |
|
"grad_norm": 0.5880256295204163, |
|
"learning_rate": 1.70370868554659e-06, |
|
"loss": 0.742, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 1.3772893772893773, |
|
"grad_norm": 0.5251706838607788, |
|
"learning_rate": 9.607359798384785e-07, |
|
"loss": 0.763, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 1.4065934065934065, |
|
"grad_norm": 0.49943527579307556, |
|
"learning_rate": 4.277569313094809e-07, |
|
"loss": 0.7867, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.435897435897436, |
|
"grad_norm": 0.4566574692726135, |
|
"learning_rate": 1.0705383806982606e-07, |
|
"loss": 0.8033, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 1.4652014652014653, |
|
"grad_norm": 0.6736223101615906, |
|
"learning_rate": 0.0, |
|
"loss": 0.798, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.4652014652014653, |
|
"eval_loss": 0.7679101824760437, |
|
"eval_runtime": 12.0726, |
|
"eval_samples_per_second": 19.051, |
|
"eval_steps_per_second": 2.402, |
|
"step": 50 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 50, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 2, |
|
"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": 6.631381723512832e+17, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|