| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 648, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_Claim": { | |
| "f1-score": 0.46243291592128805, | |
| "precision": 0.6588785046728972, | |
| "recall": 0.3562241616903996, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8342621259029929, | |
| "precision": 0.8096955128205128, | |
| "recall": 0.8603661132396765, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9993622448979592, | |
| "precision": 0.9987253027405991, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8941052999825083, | |
| "precision": 0.8401157057392676, | |
| "recall": 0.955510692388216, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8857510808573268, | |
| "eval_loss": 0.2754688858985901, | |
| "eval_macro avg": { | |
| "f1-score": 0.7975406466761871, | |
| "precision": 0.8268537564933192, | |
| "recall": 0.793025241829573, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8781, | |
| "eval_samples_per_second": 16.605, | |
| "eval_steps_per_second": 2.255, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8726239240080429, | |
| "precision": 0.8746959682542021, | |
| "recall": 0.8857510808573268, | |
| "support": 32613.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6446312571646924, | |
| "precision": 0.5518482172064115, | |
| "recall": 0.77491961414791, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8912341158733577, | |
| "precision": 0.9019180470793374, | |
| "recall": 0.8808003405704555, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998005504806733, | |
| "precision": 0.9999202106439001, | |
| "recall": 0.9996809189534142, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8690409646250897, | |
| "precision": 0.9324023303632625, | |
| "recall": 0.8137430835950351, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8848618649004998, | |
| "eval_loss": 0.25178349018096924, | |
| "eval_macro avg": { | |
| "f1-score": 0.8511767220359533, | |
| "precision": 0.8465222013232279, | |
| "recall": 0.8672859893167036, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.907, | |
| "eval_samples_per_second": 16.507, | |
| "eval_steps_per_second": 2.242, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8909418634778542, | |
| "precision": 0.9053537287957648, | |
| "recall": 0.8848618649004998, | |
| "support": 32613.0 | |
| }, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6598764019226366, | |
| "precision": 0.6576186131386861, | |
| "recall": 0.6621497473587505, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9062119366626066, | |
| "precision": 0.8661233993015134, | |
| "recall": 0.9501915708812261, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998404722022812, | |
| "precision": 0.9997607273887382, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9007852612503775, | |
| "precision": 0.9097148086014946, | |
| "recall": 0.8920293106026619, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9070002759635728, | |
| "eval_loss": 0.23778581619262695, | |
| "eval_macro avg": { | |
| "f1-score": 0.8666785180094754, | |
| "precision": 0.8583043871076081, | |
| "recall": 0.876072714645248, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9168, | |
| "eval_samples_per_second": 16.474, | |
| "eval_steps_per_second": 2.237, | |
| "eval_weighted avg": { | |
| "f1-score": 0.907089072967282, | |
| "precision": 0.9075314026721463, | |
| "recall": 0.9070002759635728, | |
| "support": 32613.0 | |
| }, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6604639922667954, | |
| "precision": 0.696838347781744, | |
| "recall": 0.6276986678915939, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9140214420853479, | |
| "precision": 0.9028239202657807, | |
| "recall": 0.9255002128565347, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9994417862838917, | |
| "precision": 0.9991230867346939, | |
| "recall": 0.9997606892150607, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9084203149780549, | |
| "precision": 0.8963534463934785, | |
| "recall": 0.9208165096455809, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.912366234323736, | |
| "eval_loss": 0.2598011791706085, | |
| "eval_macro avg": { | |
| "f1-score": 0.8705868839035225, | |
| "precision": 0.8737847002939243, | |
| "recall": 0.8684440199021926, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8872, | |
| "eval_samples_per_second": 16.574, | |
| "eval_steps_per_second": 2.251, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9107077581074873, | |
| "precision": 0.9096864919608297, | |
| "recall": 0.912366234323736, | |
| "support": 32613.0 | |
| }, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6731001206272618, | |
| "precision": 0.6440713536201469, | |
| "recall": 0.7048690858980248, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8871466886734063, | |
| "precision": 0.8606885508406725, | |
| "recall": 0.9152830991911451, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998005345673595, | |
| "precision": 1.0, | |
| "recall": 0.9996011486917677, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9039056236399038, | |
| "precision": 0.9234729698104376, | |
| "recall": 0.8851502916105877, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9072455769171802, | |
| "eval_loss": 0.3166182339191437, | |
| "eval_macro avg": { | |
| "f1-score": 0.8659882418769828, | |
| "precision": 0.8570582185678143, | |
| "recall": 0.8762259063478812, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9018, | |
| "eval_samples_per_second": 16.525, | |
| "eval_steps_per_second": 2.244, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9087455557232214, | |
| "precision": 0.9110652677714914, | |
| "recall": 0.9072455769171802, | |
| "support": 32613.0 | |
| }, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_Claim": { | |
| "f1-score": 0.634920634920635, | |
| "precision": 0.7171775592828225, | |
| "recall": 0.5695911805236564, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9061357171881348, | |
| "precision": 0.8666925767586475, | |
| "recall": 0.9493401447424435, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998404722022812, | |
| "precision": 0.9997607273887382, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9096214165876431, | |
| "precision": 0.8879236684705212, | |
| "recall": 0.9324061612083147, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9111397295556987, | |
| "eval_loss": 0.32181796431541443, | |
| "eval_macro avg": { | |
| "f1-score": 0.8626295602246735, | |
| "precision": 0.8678886329751823, | |
| "recall": 0.8628144290531921, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8856, | |
| "eval_samples_per_second": 16.579, | |
| "eval_steps_per_second": 2.252, | |
| "eval_weighted avg": { | |
| "f1-score": 0.907375409471386, | |
| "precision": 0.9065876667768511, | |
| "recall": 0.9111397295556987, | |
| "support": 32613.0 | |
| }, | |
| "step": 486 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "grad_norm": 7.612313747406006, | |
| "learning_rate": 1.7530864197530865e-05, | |
| "loss": 0.2088, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6538414409998775, | |
| "precision": 0.7008142894667717, | |
| "recall": 0.6127698667891593, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8866711022399646, | |
| "precision": 0.9254629629629629, | |
| "recall": 0.8510004257130694, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999880349379811, | |
| "precision": 0.9998404722022812, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9127824473310774, | |
| "precision": 0.8890070167977886, | |
| "recall": 0.9378645132346344, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9120596081317266, | |
| "eval_loss": 0.4053190350532532, | |
| "eval_macro avg": { | |
| "f1-score": 0.8632938349876826, | |
| "precision": 0.8787811853574512, | |
| "recall": 0.8503887588688042, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9061, | |
| "eval_samples_per_second": 16.51, | |
| "eval_steps_per_second": 2.242, | |
| "eval_weighted avg": { | |
| "f1-score": 0.909811074225195, | |
| "precision": 0.9091110268457285, | |
| "recall": 0.9120596081317266, | |
| "support": 32613.0 | |
| }, | |
| "step": 567 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_Claim": { | |
| "f1-score": 0.668355545764952, | |
| "precision": 0.6421164021164021, | |
| "recall": 0.6968305006890216, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8960263537162857, | |
| "precision": 0.8676236044657097, | |
| "recall": 0.9263516389953171, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9012129071630178, | |
| "precision": 0.9198069137340392, | |
| "recall": 0.8833557649170032, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9063870235795541, | |
| "eval_loss": 0.4514281749725342, | |
| "eval_macro avg": { | |
| "f1-score": 0.8663987016610639, | |
| "precision": 0.8573867300790377, | |
| "recall": 0.8766344761503355, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8816, | |
| "eval_samples_per_second": 16.593, | |
| "eval_steps_per_second": 2.253, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9077241398073883, | |
| "precision": 0.9098003963445191, | |
| "recall": 0.9063870235795541, | |
| "support": 32613.0 | |
| }, | |
| "step": 648 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 1146737470939200.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |