|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 324, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"eval_B": { |
|
"f1-score": 0.7905866302864938, |
|
"precision": 0.7768096514745308, |
|
"recall": 0.8048611111111111, |
|
"support": 1440.0 |
|
}, |
|
"eval_I": { |
|
"f1-score": 0.9005331227169513, |
|
"precision": 0.9637593111099372, |
|
"recall": 0.8450919534905267, |
|
"support": 21587.0 |
|
}, |
|
"eval_O": { |
|
"f1-score": 0.8288892663043479, |
|
"precision": 0.7463108800367001, |
|
"recall": 0.9320156593144275, |
|
"support": 10473.0 |
|
}, |
|
"eval_accuracy": 0.8705373134328358, |
|
"eval_loss": 0.32930415868759155, |
|
"eval_macro avg": { |
|
"f1-score": 0.8400030064359308, |
|
"precision": 0.8289599475403894, |
|
"recall": 0.8606562413053552, |
|
"support": 33500.0 |
|
}, |
|
"eval_runtime": 4.7349, |
|
"eval_samples_per_second": 17.107, |
|
"eval_steps_per_second": 2.323, |
|
"eval_weighted avg": { |
|
"f1-score": 0.8734092702599646, |
|
"precision": 0.8877430445874, |
|
"recall": 0.8705373134328358, |
|
"support": 33500.0 |
|
}, |
|
"step": 81 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_B": { |
|
"f1-score": 0.8656218739579861, |
|
"precision": 0.8325849903784477, |
|
"recall": 0.9013888888888889, |
|
"support": 1440.0 |
|
}, |
|
"eval_I": { |
|
"f1-score": 0.9547168948727912, |
|
"precision": 0.9423736462093862, |
|
"recall": 0.9673877796822161, |
|
"support": 21587.0 |
|
}, |
|
"eval_O": { |
|
"f1-score": 0.9013528191962081, |
|
"precision": 0.9332379102341274, |
|
"recall": 0.8715745249689678, |
|
"support": 10473.0 |
|
}, |
|
"eval_accuracy": 0.9345970149253732, |
|
"eval_loss": 0.2162298709154129, |
|
"eval_macro avg": { |
|
"f1-score": 0.9072305293423284, |
|
"precision": 0.902732182273987, |
|
"recall": 0.9134503978466909, |
|
"support": 33500.0 |
|
}, |
|
"eval_runtime": 4.753, |
|
"eval_samples_per_second": 17.042, |
|
"eval_steps_per_second": 2.314, |
|
"eval_weighted avg": { |
|
"f1-score": 0.9342040950316517, |
|
"precision": 0.9347982961417612, |
|
"recall": 0.9345970149253732, |
|
"support": 33500.0 |
|
}, |
|
"step": 162 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_B": { |
|
"f1-score": 0.8603587759409076, |
|
"precision": 0.8717034925160371, |
|
"recall": 0.8493055555555555, |
|
"support": 1440.0 |
|
}, |
|
"eval_I": { |
|
"f1-score": 0.9434195218082959, |
|
"precision": 0.9677057963955188, |
|
"recall": 0.9203224162690509, |
|
"support": 21587.0 |
|
}, |
|
"eval_O": { |
|
"f1-score": 0.8879310344827586, |
|
"precision": 0.8459410391631365, |
|
"recall": 0.9343072663038289, |
|
"support": 10473.0 |
|
}, |
|
"eval_accuracy": 0.9216417910447762, |
|
"eval_loss": 0.24082203209400177, |
|
"eval_macro avg": { |
|
"f1-score": 0.8972364440773206, |
|
"precision": 0.8951167760248975, |
|
"recall": 0.9013117460428117, |
|
"support": 33500.0 |
|
}, |
|
"eval_runtime": 4.7554, |
|
"eval_samples_per_second": 17.033, |
|
"eval_steps_per_second": 2.313, |
|
"eval_weighted avg": { |
|
"f1-score": 0.9225019575751797, |
|
"precision": 0.9255121957960801, |
|
"recall": 0.9216417910447762, |
|
"support": 33500.0 |
|
}, |
|
"step": 243 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_B": { |
|
"f1-score": 0.8804020100502512, |
|
"precision": 0.8504854368932039, |
|
"recall": 0.9125, |
|
"support": 1440.0 |
|
}, |
|
"eval_I": { |
|
"f1-score": 0.9589184992350025, |
|
"precision": 0.945595388218339, |
|
"recall": 0.9726224116366332, |
|
"support": 21587.0 |
|
}, |
|
"eval_O": { |
|
"f1-score": 0.9091178797468354, |
|
"precision": 0.9427750999897446, |
|
"recall": 0.877780960565263, |
|
"support": 10473.0 |
|
}, |
|
"eval_accuracy": 0.9403880597014925, |
|
"eval_loss": 0.22083505988121033, |
|
"eval_macro avg": { |
|
"f1-score": 0.9161461296773631, |
|
"precision": 0.9129519750337626, |
|
"recall": 0.9209677907339654, |
|
"support": 33500.0 |
|
}, |
|
"eval_runtime": 4.7449, |
|
"eval_samples_per_second": 17.071, |
|
"eval_steps_per_second": 2.318, |
|
"eval_weighted avg": { |
|
"f1-score": 0.9399744505088647, |
|
"precision": 0.9406253819936745, |
|
"recall": 0.9403880597014925, |
|
"support": 33500.0 |
|
}, |
|
"step": 324 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 4050, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 50, |
|
"save_steps": 500, |
|
"total_flos": 573360441343200.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|