{ "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 }