|
{ |
|
"best_metric": 0.8921161825726142, |
|
"best_model_checkpoint": "UL_base_classification/checkpoint-123", |
|
"epoch": 6.829268292682927, |
|
"eval_steps": 500, |
|
"global_step": 140, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.4878048780487805, |
|
"grad_norm": 4.009415149688721, |
|
"learning_rate": 3.571428571428572e-05, |
|
"loss": 1.4657, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.975609756097561, |
|
"grad_norm": 1.9595946073532104, |
|
"learning_rate": 4.761904761904762e-05, |
|
"loss": 0.8296, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.975609756097561, |
|
"eval_accuracy": 0.8229598893499308, |
|
"eval_loss": 0.5682700872421265, |
|
"eval_runtime": 28.9624, |
|
"eval_samples_per_second": 24.963, |
|
"eval_steps_per_second": 0.794, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.4634146341463414, |
|
"grad_norm": 1.4578920602798462, |
|
"learning_rate": 4.3650793650793655e-05, |
|
"loss": 0.5174, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.951219512195122, |
|
"grad_norm": 1.6582454442977905, |
|
"learning_rate": 3.968253968253968e-05, |
|
"loss": 0.4462, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8603042876901799, |
|
"eval_loss": 0.3948992192745209, |
|
"eval_runtime": 28.607, |
|
"eval_samples_per_second": 25.274, |
|
"eval_steps_per_second": 0.804, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 2.4390243902439024, |
|
"grad_norm": 1.9573261737823486, |
|
"learning_rate": 3.571428571428572e-05, |
|
"loss": 0.3861, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.926829268292683, |
|
"grad_norm": 2.927914619445801, |
|
"learning_rate": 3.1746031746031745e-05, |
|
"loss": 0.3588, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.975609756097561, |
|
"eval_accuracy": 0.8575380359612724, |
|
"eval_loss": 0.3632887601852417, |
|
"eval_runtime": 27.4966, |
|
"eval_samples_per_second": 26.294, |
|
"eval_steps_per_second": 0.836, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 3.4146341463414633, |
|
"grad_norm": 2.270343065261841, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.2995, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 3.902439024390244, |
|
"grad_norm": 2.323387622833252, |
|
"learning_rate": 2.380952380952381e-05, |
|
"loss": 0.3196, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8852005532503457, |
|
"eval_loss": 0.3247418701648712, |
|
"eval_runtime": 28.061, |
|
"eval_samples_per_second": 25.765, |
|
"eval_steps_per_second": 0.82, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 4.390243902439025, |
|
"grad_norm": 1.6208417415618896, |
|
"learning_rate": 1.984126984126984e-05, |
|
"loss": 0.2878, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 4.878048780487805, |
|
"grad_norm": 1.3482733964920044, |
|
"learning_rate": 1.5873015873015872e-05, |
|
"loss": 0.2921, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 4.975609756097561, |
|
"eval_accuracy": 0.8727524204702628, |
|
"eval_loss": 0.3373877704143524, |
|
"eval_runtime": 28.0046, |
|
"eval_samples_per_second": 25.817, |
|
"eval_steps_per_second": 0.821, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 5.365853658536586, |
|
"grad_norm": 1.1717610359191895, |
|
"learning_rate": 1.1904761904761905e-05, |
|
"loss": 0.2319, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 5.853658536585366, |
|
"grad_norm": 1.3873180150985718, |
|
"learning_rate": 7.936507936507936e-06, |
|
"loss": 0.2688, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.8921161825726142, |
|
"eval_loss": 0.3124912977218628, |
|
"eval_runtime": 28.2402, |
|
"eval_samples_per_second": 25.602, |
|
"eval_steps_per_second": 0.814, |
|
"step": 123 |
|
}, |
|
{ |
|
"epoch": 6.341463414634147, |
|
"grad_norm": 1.7034335136413574, |
|
"learning_rate": 3.968253968253968e-06, |
|
"loss": 0.2583, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 6.829268292682927, |
|
"grad_norm": 1.5103542804718018, |
|
"learning_rate": 0.0, |
|
"loss": 0.2366, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 6.829268292682927, |
|
"eval_accuracy": 0.8865836791147994, |
|
"eval_loss": 0.3137405514717102, |
|
"eval_runtime": 28.632, |
|
"eval_samples_per_second": 25.251, |
|
"eval_steps_per_second": 0.803, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 6.829268292682927, |
|
"step": 140, |
|
"total_flos": 1.3849740766444585e+18, |
|
"train_loss": 0.4427596058164324, |
|
"train_runtime": 1849.9588, |
|
"train_samples_per_second": 9.899, |
|
"train_steps_per_second": 0.076 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 140, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 7, |
|
"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": 1.3849740766444585e+18, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|