| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 486, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_Claim": { | |
| "f1-score": 0.580553004795429, | |
| "precision": 0.5136306192453511, | |
| "recall": 0.6675269826372595, | |
| "support": 4262.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.6929252383341696, | |
| "precision": 0.7583745194947831, | |
| "recall": 0.6378752886836028, | |
| "support": 2165.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9968272281511393, | |
| "precision": 0.9967861557478368, | |
| "recall": 0.996868303939344, | |
| "support": 12134.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8769487750556793, | |
| "precision": 0.9107806691449815, | |
| "recall": 0.8455403021704119, | |
| "support": 13039.0 | |
| }, | |
| "eval_accuracy": 0.8654113924050633, | |
| "eval_loss": 0.32089120149612427, | |
| "eval_macro avg": { | |
| "f1-score": 0.7868135615841043, | |
| "precision": 0.7948929909082382, | |
| "recall": 0.7869527193576545, | |
| "support": 31600.0 | |
| }, | |
| "eval_runtime": 5.9789, | |
| "eval_samples_per_second": 13.38, | |
| "eval_steps_per_second": 1.673, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8703967313850799, | |
| "precision": 0.8797989523023909, | |
| "recall": 0.8654113924050633, | |
| "support": 31600.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6029902384776968, | |
| "precision": 0.6369094231271208, | |
| "recall": 0.5725011731581418, | |
| "support": 4262.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8179940325912326, | |
| "precision": 0.8129562043795621, | |
| "recall": 0.8230946882217091, | |
| "support": 2165.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9984359565360553, | |
| "precision": 0.9972866304884065, | |
| "recall": 0.9995879347288611, | |
| "support": 12134.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9017917895214335, | |
| "precision": 0.8891539321654864, | |
| "recall": 0.9147940793005599, | |
| "support": 13039.0 | |
| }, | |
| "eval_accuracy": 0.8949050632911393, | |
| "eval_loss": 0.25671303272247314, | |
| "eval_macro avg": { | |
| "f1-score": 0.8303030042816045, | |
| "precision": 0.8340765475401439, | |
| "recall": 0.8274944688523179, | |
| "support": 31600.0 | |
| }, | |
| "eval_runtime": 6.0616, | |
| "eval_samples_per_second": 13.198, | |
| "eval_steps_per_second": 1.65, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8928603328205832, | |
| "precision": 0.8914339316361279, | |
| "recall": 0.8949050632911393, | |
| "support": 31600.0 | |
| }, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6010706092276319, | |
| "precision": 0.6579241071428571, | |
| "recall": 0.5532613796339747, | |
| "support": 4262.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8101840181497353, | |
| "precision": 0.8917869034406215, | |
| "recall": 0.7422632794457275, | |
| "support": 2165.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.997983456109305, | |
| "precision": 0.9967118783394986, | |
| "recall": 0.9992582825119499, | |
| "support": 12134.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9085203780271707, | |
| "precision": 0.8758630507509432, | |
| "recall": 0.9437073395199018, | |
| "support": 13039.0 | |
| }, | |
| "eval_accuracy": 0.8985759493670886, | |
| "eval_loss": 0.2674676775932312, | |
| "eval_macro avg": { | |
| "f1-score": 0.8294396153784607, | |
| "precision": 0.8555714849184801, | |
| "recall": 0.8096225702778885, | |
| "support": 31600.0 | |
| }, | |
| "eval_runtime": 5.978, | |
| "eval_samples_per_second": 13.382, | |
| "eval_steps_per_second": 1.673, | |
| "eval_weighted avg": { | |
| "f1-score": 0.894668981055346, | |
| "precision": 0.8939642861109123, | |
| "recall": 0.8985759493670886, | |
| "support": 31600.0 | |
| }, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_Claim": { | |
| "f1-score": 0.66, | |
| "precision": 0.6399294843543412, | |
| "recall": 0.681370248709526, | |
| "support": 4262.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8682903759754079, | |
| "precision": 0.8895348837209303, | |
| "recall": 0.8480369515011548, | |
| "support": 2165.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9983125488743466, | |
| "precision": 0.9971224204554797, | |
| "recall": 0.9995055216746332, | |
| "support": 12134.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9011362757980985, | |
| "precision": 0.9082976236852357, | |
| "recall": 0.8940869698596519, | |
| "support": 13039.0 | |
| }, | |
| "eval_accuracy": 0.9027215189873418, | |
| "eval_loss": 0.2527652680873871, | |
| "eval_macro avg": { | |
| "f1-score": 0.8569348001619632, | |
| "precision": 0.8587211030539967, | |
| "recall": 0.8557499229362415, | |
| "support": 31600.0 | |
| }, | |
| "eval_runtime": 5.9795, | |
| "eval_samples_per_second": 13.379, | |
| "eval_steps_per_second": 1.672, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9036775010177053, | |
| "precision": 0.9049240079307782, | |
| "recall": 0.9027215189873418, | |
| "support": 31600.0 | |
| }, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6614122219822932, | |
| "precision": 0.6126, | |
| "recall": 0.7186766776161426, | |
| "support": 4262.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.805946376426865, | |
| "precision": 0.947565543071161, | |
| "recall": 0.7011547344110854, | |
| "support": 2165.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.998518030627367, | |
| "precision": 0.9975324888962, | |
| "recall": 0.9995055216746332, | |
| "support": 12134.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9051354379999227, | |
| "precision": 0.9121495327102803, | |
| "recall": 0.8982283917478334, | |
| "support": 13039.0 | |
| }, | |
| "eval_accuracy": 0.8993987341772152, | |
| "eval_loss": 0.29903507232666016, | |
| "eval_macro avg": { | |
| "f1-score": 0.842753016759112, | |
| "precision": 0.8674618911694103, | |
| "recall": 0.8293913313624237, | |
| "support": 31600.0 | |
| }, | |
| "eval_runtime": 6.0505, | |
| "eval_samples_per_second": 13.222, | |
| "eval_steps_per_second": 1.653, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9013256821128531, | |
| "precision": 0.9069606828488892, | |
| "recall": 0.8993987341772152, | |
| "support": 31600.0 | |
| }, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6276952563488261, | |
| "precision": 0.6412139011257953, | |
| "recall": 0.6147348662599719, | |
| "support": 4262.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8774834437086093, | |
| "precision": 0.8991759573436743, | |
| "recall": 0.8568129330254042, | |
| "support": 2165.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9990939044481055, | |
| "precision": 0.99860036225918, | |
| "recall": 0.9995879347288611, | |
| "support": 12134.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8991800789553598, | |
| "precision": 0.8901916572717024, | |
| "recall": 0.9083518674744996, | |
| "support": 13039.0 | |
| }, | |
| "eval_accuracy": 0.900253164556962, | |
| "eval_loss": 0.3113674819469452, | |
| "eval_macro avg": { | |
| "f1-score": 0.8508631708652252, | |
| "precision": 0.8572954695000881, | |
| "recall": 0.8448719003721842, | |
| "support": 31600.0 | |
| }, | |
| "eval_runtime": 5.9736, | |
| "eval_samples_per_second": 13.392, | |
| "eval_steps_per_second": 1.674, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8994431431727875, | |
| "precision": 0.8988542850970194, | |
| "recall": 0.900253164556962, | |
| "support": 31600.0 | |
| }, | |
| "step": 486 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1620, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 20, | |
| "save_steps": 500, | |
| "total_flos": 862732396360800.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |