|
{ |
|
"best_metric": 0.03319514915347099, |
|
"best_model_checkpoint": "autotrain-4usrt-85kzb/checkpoint-33", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 33, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.09090909090909091, |
|
"grad_norm": 11.761338233947754, |
|
"learning_rate": 1.25e-05, |
|
"loss": 0.8704, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.18181818181818182, |
|
"grad_norm": 7.499186038970947, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.5885, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.2727272727272727, |
|
"grad_norm": 5.171218395233154, |
|
"learning_rate": 3.7500000000000003e-05, |
|
"loss": 0.615, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.36363636363636365, |
|
"grad_norm": 10.380544662475586, |
|
"learning_rate": 5e-05, |
|
"loss": 0.6992, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.45454545454545453, |
|
"grad_norm": 5.8920512199401855, |
|
"learning_rate": 4.827586206896552e-05, |
|
"loss": 0.5152, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.5454545454545454, |
|
"grad_norm": 6.648828506469727, |
|
"learning_rate": 4.655172413793104e-05, |
|
"loss": 0.4446, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.6363636363636364, |
|
"grad_norm": 12.528966903686523, |
|
"learning_rate": 4.482758620689655e-05, |
|
"loss": 0.4955, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.7272727272727273, |
|
"grad_norm": 7.694393157958984, |
|
"learning_rate": 4.3103448275862066e-05, |
|
"loss": 0.5072, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.8181818181818182, |
|
"grad_norm": 7.016471862792969, |
|
"learning_rate": 4.1379310344827587e-05, |
|
"loss": 0.2834, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.9090909090909091, |
|
"grad_norm": 7.048137664794922, |
|
"learning_rate": 3.965517241379311e-05, |
|
"loss": 0.2472, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 7.261392116546631, |
|
"learning_rate": 3.793103448275862e-05, |
|
"loss": 0.2076, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9523809523809523, |
|
"eval_auc": 1.0, |
|
"eval_f1": 0.9473684210526315, |
|
"eval_loss": 0.1770750731229782, |
|
"eval_precision": 1.0, |
|
"eval_recall": 0.9, |
|
"eval_runtime": 4.8171, |
|
"eval_samples_per_second": 4.359, |
|
"eval_steps_per_second": 0.415, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 1.0909090909090908, |
|
"grad_norm": 6.019667625427246, |
|
"learning_rate": 3.620689655172414e-05, |
|
"loss": 0.1873, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 1.1818181818181819, |
|
"grad_norm": 4.4459710121154785, |
|
"learning_rate": 3.4482758620689657e-05, |
|
"loss": 0.119, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 1.2727272727272727, |
|
"grad_norm": 2.7395246028900146, |
|
"learning_rate": 3.275862068965517e-05, |
|
"loss": 0.0936, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 1.3636363636363638, |
|
"grad_norm": 2.9547948837280273, |
|
"learning_rate": 3.103448275862069e-05, |
|
"loss": 0.0986, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 1.4545454545454546, |
|
"grad_norm": 7.345340251922607, |
|
"learning_rate": 2.9310344827586206e-05, |
|
"loss": 0.0939, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 1.5454545454545454, |
|
"grad_norm": 2.4599573612213135, |
|
"learning_rate": 2.7586206896551727e-05, |
|
"loss": 0.0789, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 1.6363636363636362, |
|
"grad_norm": 3.887648582458496, |
|
"learning_rate": 2.5862068965517244e-05, |
|
"loss": 0.0814, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 1.7272727272727273, |
|
"grad_norm": 2.253195285797119, |
|
"learning_rate": 2.413793103448276e-05, |
|
"loss": 0.0746, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 1.8181818181818183, |
|
"grad_norm": 2.3239686489105225, |
|
"learning_rate": 2.2413793103448276e-05, |
|
"loss": 0.0713, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.9090909090909092, |
|
"grad_norm": 2.0128979682922363, |
|
"learning_rate": 2.0689655172413793e-05, |
|
"loss": 0.0609, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 3.9712774753570557, |
|
"learning_rate": 1.896551724137931e-05, |
|
"loss": 0.0998, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 1.0, |
|
"eval_auc": 1.0, |
|
"eval_f1": 1.0, |
|
"eval_loss": 0.054505739361047745, |
|
"eval_precision": 1.0, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 4.8545, |
|
"eval_samples_per_second": 4.326, |
|
"eval_steps_per_second": 0.412, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.090909090909091, |
|
"grad_norm": 1.6843291521072388, |
|
"learning_rate": 1.7241379310344828e-05, |
|
"loss": 0.0552, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 2.1818181818181817, |
|
"grad_norm": 1.4115827083587646, |
|
"learning_rate": 1.5517241379310346e-05, |
|
"loss": 0.0461, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 2.2727272727272725, |
|
"grad_norm": 1.6311649084091187, |
|
"learning_rate": 1.3793103448275863e-05, |
|
"loss": 0.0515, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 2.3636363636363638, |
|
"grad_norm": 1.2126336097717285, |
|
"learning_rate": 1.206896551724138e-05, |
|
"loss": 0.0385, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 2.4545454545454546, |
|
"grad_norm": 1.5105429887771606, |
|
"learning_rate": 1.0344827586206897e-05, |
|
"loss": 0.0463, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 2.5454545454545454, |
|
"grad_norm": 1.3499268293380737, |
|
"learning_rate": 8.620689655172414e-06, |
|
"loss": 0.0418, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 2.6363636363636362, |
|
"grad_norm": 1.2205418348312378, |
|
"learning_rate": 6.896551724137932e-06, |
|
"loss": 0.0381, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 2.7272727272727275, |
|
"grad_norm": 1.1028234958648682, |
|
"learning_rate": 5.172413793103448e-06, |
|
"loss": 0.0346, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.8181818181818183, |
|
"grad_norm": 1.0579960346221924, |
|
"learning_rate": 3.448275862068966e-06, |
|
"loss": 0.0336, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 2.909090909090909, |
|
"grad_norm": 1.2498091459274292, |
|
"learning_rate": 1.724137931034483e-06, |
|
"loss": 0.0392, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 1.5818809270858765, |
|
"learning_rate": 0.0, |
|
"loss": 0.0462, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 1.0, |
|
"eval_auc": 1.0, |
|
"eval_f1": 1.0, |
|
"eval_loss": 0.03319514915347099, |
|
"eval_precision": 1.0, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 4.8139, |
|
"eval_samples_per_second": 4.362, |
|
"eval_steps_per_second": 0.415, |
|
"step": 33 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 33, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.01 |
|
}, |
|
"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": 15983996613120.0, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|