|
{ |
|
"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_Claim": { |
|
"f1-score": 0.5724454649827784, |
|
"precision": 0.6002889477486154, |
|
"recall": 0.5470704410796576, |
|
"support": 4557.0 |
|
}, |
|
"eval_MajorClaim": { |
|
"f1-score": 0.7860447185813415, |
|
"precision": 0.698526892771497, |
|
"recall": 0.8986337593653592, |
|
"support": 2269.0 |
|
}, |
|
"eval_O": { |
|
"f1-score": 0.9987820830889982, |
|
"precision": 0.9975671292124707, |
|
"recall": 1.0, |
|
"support": 11071.0 |
|
}, |
|
"eval_Premise": { |
|
"f1-score": 0.8965445389824622, |
|
"precision": 0.9051258677512096, |
|
"recall": 0.8881243979633962, |
|
"support": 14534.0 |
|
}, |
|
"eval_accuracy": 0.8791279948197712, |
|
"eval_loss": 0.3157936632633209, |
|
"eval_macro avg": { |
|
"f1-score": 0.8134542014088951, |
|
"precision": 0.8003772093709481, |
|
"recall": 0.8334571496021033, |
|
"support": 32431.0 |
|
}, |
|
"eval_runtime": 4.8184, |
|
"eval_samples_per_second": 16.603, |
|
"eval_steps_per_second": 2.075, |
|
"eval_weighted avg": { |
|
"f1-score": 0.8781740995293698, |
|
"precision": 0.8793943851252293, |
|
"recall": 0.8791279948197712, |
|
"support": 32431.0 |
|
}, |
|
"step": 81 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_Claim": { |
|
"f1-score": 0.6090644692195831, |
|
"precision": 0.680108254397835, |
|
"recall": 0.5514592933947773, |
|
"support": 4557.0 |
|
}, |
|
"eval_MajorClaim": { |
|
"f1-score": 0.8585858585858586, |
|
"precision": 0.8960229995208433, |
|
"recall": 0.8241516086381666, |
|
"support": 2269.0 |
|
}, |
|
"eval_O": { |
|
"f1-score": 0.999458141425088, |
|
"precision": 0.9992776523702032, |
|
"recall": 0.9996386956914461, |
|
"support": 11071.0 |
|
}, |
|
"eval_Premise": { |
|
"f1-score": 0.9105885478942475, |
|
"precision": 0.8801849235905997, |
|
"recall": 0.9431677445988716, |
|
"support": 14534.0 |
|
}, |
|
"eval_accuracy": 0.8990780426135487, |
|
"eval_loss": 0.24451124668121338, |
|
"eval_macro avg": { |
|
"f1-score": 0.8444242542811943, |
|
"precision": 0.8638984574698704, |
|
"recall": 0.8296043355808155, |
|
"support": 32431.0 |
|
}, |
|
"eval_runtime": 4.8529, |
|
"eval_samples_per_second": 16.485, |
|
"eval_steps_per_second": 2.061, |
|
"eval_weighted avg": { |
|
"f1-score": 0.8949194640367888, |
|
"precision": 0.8938342965082798, |
|
"recall": 0.8990780426135487, |
|
"support": 32431.0 |
|
}, |
|
"step": 162 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_Claim": { |
|
"f1-score": 0.6542320859402667, |
|
"precision": 0.7079713847726111, |
|
"recall": 0.60807548825982, |
|
"support": 4557.0 |
|
}, |
|
"eval_MajorClaim": { |
|
"f1-score": 0.8915187376725839, |
|
"precision": 0.8866608544027899, |
|
"recall": 0.8964301454385192, |
|
"support": 2269.0 |
|
}, |
|
"eval_O": { |
|
"f1-score": 0.9995936611133684, |
|
"precision": 0.9992778479870013, |
|
"recall": 0.9999096739228616, |
|
"support": 11071.0 |
|
}, |
|
"eval_Premise": { |
|
"f1-score": 0.9157990498332153, |
|
"precision": 0.8973258501155497, |
|
"recall": 0.935048850970139, |
|
"support": 14534.0 |
|
}, |
|
"eval_accuracy": 0.9085442940396534, |
|
"eval_loss": 0.22665414214134216, |
|
"eval_macro avg": { |
|
"f1-score": 0.8652858836398586, |
|
"precision": 0.872808984319488, |
|
"recall": 0.8598660396478349, |
|
"support": 32431.0 |
|
}, |
|
"eval_runtime": 4.8494, |
|
"eval_samples_per_second": 16.497, |
|
"eval_steps_per_second": 2.062, |
|
"eval_weighted avg": { |
|
"f1-score": 0.9059516032151627, |
|
"precision": 0.9047762338408377, |
|
"recall": 0.9085442940396534, |
|
"support": 32431.0 |
|
}, |
|
"step": 243 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_Claim": { |
|
"f1-score": 0.6861642294713161, |
|
"precision": 0.6424741478360781, |
|
"recall": 0.7362299758613122, |
|
"support": 4557.0 |
|
}, |
|
"eval_MajorClaim": { |
|
"f1-score": 0.8995515695067264, |
|
"precision": 0.9155636695572797, |
|
"recall": 0.884089907448215, |
|
"support": 2269.0 |
|
}, |
|
"eval_O": { |
|
"f1-score": 0.9976481230212574, |
|
"precision": 0.9990941208442794, |
|
"recall": 0.9962063047601842, |
|
"support": 11071.0 |
|
}, |
|
"eval_Premise": { |
|
"f1-score": 0.9062532879739067, |
|
"precision": 0.9242435081193219, |
|
"recall": 0.8889500481629283, |
|
"support": 14534.0 |
|
}, |
|
"eval_accuracy": 0.9037649162838025, |
|
"eval_loss": 0.2452327460050583, |
|
"eval_macro avg": { |
|
"f1-score": 0.8724043024933017, |
|
"precision": 0.8703438615892398, |
|
"recall": 0.8763690590581599, |
|
"support": 32431.0 |
|
}, |
|
"eval_runtime": 4.8393, |
|
"eval_samples_per_second": 16.531, |
|
"eval_steps_per_second": 2.066, |
|
"eval_weighted avg": { |
|
"f1-score": 0.9060584182508294, |
|
"precision": 0.9095955973231696, |
|
"recall": 0.9037649162838025, |
|
"support": 32431.0 |
|
}, |
|
"step": 324 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 4050, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 50, |
|
"save_steps": 500, |
|
"total_flos": 575154930907200.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|