{ "best_metric": null, "best_model_checkpoint": null, "epoch": 5.0, "eval_steps": 500, "global_step": 405, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_Claim": { "f1-score": 0.44734338904742493, "precision": 0.5477537437603993, "recall": 0.3780431786862655, "support": 4354.0 }, "eval_MajorClaim": { "f1-score": 0.6504965622612681, "precision": 0.5898856944925528, "recall": 0.7249893571732652, "support": 2349.0 }, "eval_O": { "f1-score": 0.8859784283513097, "precision": 0.8689081979599547, "recall": 0.9037328094302554, "support": 10180.0 }, "eval_Premise": { "f1-score": 0.8720120805863504, "precision": 0.859258183929738, "recall": 0.8851502916105877, "support": 13374.0 }, "eval_accuracy": 0.8059953068711373, "eval_loss": 0.47828415036201477, "eval_macro avg": { "f1-score": 0.7139576150615883, "precision": 0.7164514550356611, "recall": 0.7229789092250934, "support": 30257.0 }, "eval_runtime": 4.8422, "eval_samples_per_second": 16.728, "eval_steps_per_second": 2.272, "eval_weighted avg": { "f1-score": 0.7984036588902531, "precision": 0.7967665566250599, "recall": 0.8059953068711373, "support": 30257.0 }, "step": 81 }, { "epoch": 2.0, "eval_Claim": { "f1-score": 0.5787561000934482, "precision": 0.5281409891984082, "recall": 0.6401010564997703, "support": 4354.0 }, "eval_MajorClaim": { "f1-score": 0.7702650787552824, "precision": 0.7017850892544627, "recall": 0.8535547041294168, "support": 2349.0 }, "eval_O": { "f1-score": 0.9095337508698677, "precision": 0.9206077681626081, "recall": 0.8987229862475442, "support": 10180.0 }, "eval_Premise": { "f1-score": 0.8736648538675224, "precision": 0.9162905211325401, "recall": 0.8348287722446538, "support": 13374.0 }, "eval_accuracy": 0.8297584030141786, "eval_loss": 0.4241589605808258, "eval_macro avg": { "f1-score": 0.7830549458965301, "precision": 0.7667060919370048, "recall": 0.8068018797803463, "support": 30257.0 }, "eval_runtime": 4.8636, "eval_samples_per_second": 16.654, "eval_steps_per_second": 2.262, "eval_weighted avg": { "f1-score": 0.8352680063880269, "precision": 0.8452350051608073, "recall": 0.8297584030141786, "support": 30257.0 }, "step": 162 }, { "epoch": 3.0, "eval_Claim": { "f1-score": 0.5728465083303793, "precision": 0.5899245558530056, "recall": 0.5567294441892513, "support": 4354.0 }, "eval_MajorClaim": { "f1-score": 0.7862876979822088, "precision": 0.8017699115044248, "recall": 0.7713920817369093, "support": 2349.0 }, "eval_O": { "f1-score": 0.914532821534425, "precision": 0.9048168445341794, "recall": 0.9244597249508841, "support": 10180.0 }, "eval_Premise": { "f1-score": 0.8880533114924986, "precision": 0.8843330614665975, "recall": 0.8918049947659639, "support": 13374.0 }, "eval_accuracy": 0.8452258981392735, "eval_loss": 0.41067537665367126, "eval_macro avg": { "f1-score": 0.7904300848348779, "precision": 0.7952110933395518, "recall": 0.7860965614107521, "support": 30257.0 }, "eval_runtime": 4.8684, "eval_samples_per_second": 16.638, "eval_steps_per_second": 2.259, "eval_weighted avg": { "f1-score": 0.8437033615676307, "precision": 0.8424495118392472, "recall": 0.8452258981392735, "support": 30257.0 }, "step": 243 }, { "epoch": 4.0, "eval_Claim": { "f1-score": 0.5865384615384616, "precision": 0.5714596949891068, "recall": 0.6024345429490124, "support": 4354.0 }, "eval_MajorClaim": { "f1-score": 0.7783630470016208, "precision": 0.7425589485890993, "recall": 0.8177948063005535, "support": 2349.0 }, "eval_O": { "f1-score": 0.9108591535529275, "precision": 0.9063411787589963, "recall": 0.9154223968565816, "support": 10180.0 }, "eval_Premise": { "f1-score": 0.8868256151612411, "precision": 0.9067823097358962, "recall": 0.8677284282937042, "support": 13374.0 }, "eval_accuracy": 0.8417225765938461, "eval_loss": 0.4545813202857971, "eval_macro avg": { "f1-score": 0.7906465693135627, "precision": 0.7817855330182747, "recall": 0.8008450435999629, "support": 30257.0 }, "eval_runtime": 4.9112, "eval_samples_per_second": 16.493, "eval_steps_per_second": 2.24, "eval_weighted avg": { "f1-score": 0.8432797441676475, "precision": 0.8456313015960876, "recall": 0.8417225765938461, "support": 30257.0 }, "step": 324 }, { "epoch": 5.0, "eval_Claim": { "f1-score": 0.597399608790703, "precision": 0.5985704403965875, "recall": 0.5962333486449242, "support": 4354.0 }, "eval_MajorClaim": { "f1-score": 0.7933532168726033, "precision": 0.7940298507462686, "recall": 0.7926777352064709, "support": 2349.0 }, "eval_O": { "f1-score": 0.9101112629318758, "precision": 0.9042862684251358, "recall": 0.9160117878192534, "support": 10180.0 }, "eval_Premise": { "f1-score": 0.8923677591320345, "precision": 0.8961019377214808, "recall": 0.8886645730521908, "support": 13374.0 }, "eval_accuracy": 0.848332617245596, "eval_loss": 0.48704993724823, "eval_macro avg": { "f1-score": 0.7983079619318041, "precision": 0.7982471243223681, "recall": 0.7983968611807098, "support": 30257.0 }, "eval_runtime": 4.8769, "eval_samples_per_second": 16.609, "eval_steps_per_second": 2.256, "eval_weighted avg": { "f1-score": 0.8482045037639816, "precision": 0.8481162489521332, "recall": 0.848332617245596, "support": 30257.0 }, "step": 405 } ], "logging_steps": 500, "max_steps": 4050, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "total_flos": 716710919337000.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }