| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 40.0, | |
| "eval_steps": 500, | |
| "global_step": 3240, | |
| "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 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6913841807909605, | |
| "precision": 0.7090777402221149, | |
| "recall": 0.674552135966927, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9055304497525284, | |
| "precision": 0.9155787641427328, | |
| "recall": 0.8957002979991485, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998404340194671, | |
| "precision": 1.0, | |
| "recall": 0.9996809189534142, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9162317231167869, | |
| "precision": 0.9072648632798181, | |
| "recall": 0.9253775983251085, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9183147824487168, | |
| "eval_loss": 0.4471658766269684, | |
| "eval_macro avg": { | |
| "f1-score": 0.8782466969199356, | |
| "precision": 0.8829803419111664, | |
| "recall": 0.8738277378111496, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8813, | |
| "eval_samples_per_second": 16.594, | |
| "eval_steps_per_second": 2.253, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9175807345372852, | |
| "precision": 0.9170508471898524, | |
| "recall": 0.9183147824487168, | |
| "support": 32613.0 | |
| }, | |
| "step": 729 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6829727187206021, | |
| "precision": 0.6997590361445784, | |
| "recall": 0.6669728984841525, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.908567906307787, | |
| "precision": 0.8780778395552026, | |
| "recall": 0.9412515964240102, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999202233745512, | |
| "precision": 1.0, | |
| "recall": 0.9998404594767071, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9131976852716073, | |
| "precision": 0.9119379613749907, | |
| "recall": 0.914460894272469, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9161683991046515, | |
| "eval_loss": 0.45130759477615356, | |
| "eval_macro avg": { | |
| "f1-score": 0.8761646334186369, | |
| "precision": 0.8724437092686929, | |
| "recall": 0.8806314621643347, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8986, | |
| "eval_samples_per_second": 16.535, | |
| "eval_steps_per_second": 2.246, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9154630053129839, | |
| "precision": 0.9150220459300829, | |
| "recall": 0.9161683991046515, | |
| "support": 32613.0 | |
| }, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6209771986970684, | |
| "precision": 0.717554953327311, | |
| "recall": 0.5473128158015618, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8710538016896399, | |
| "precision": 0.9115867845509539, | |
| "recall": 0.8339719029374202, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9144776812837283, | |
| "precision": 0.8758814267132197, | |
| "recall": 0.9566322715717063, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9098212369300586, | |
| "eval_loss": 0.5217961668968201, | |
| "eval_macro avg": { | |
| "f1-score": 0.8516271704176092, | |
| "precision": 0.8762557911478711, | |
| "recall": 0.8344792475776721, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8915, | |
| "eval_samples_per_second": 16.559, | |
| "eval_steps_per_second": 2.249, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9050398495319223, | |
| "precision": 0.9050252912813879, | |
| "recall": 0.9098212369300586, | |
| "support": 32613.0 | |
| }, | |
| "step": 891 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6767220902612826, | |
| "precision": 0.7006886374815543, | |
| "recall": 0.6543408360128617, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9093525179856115, | |
| "precision": 0.8791732909379968, | |
| "recall": 0.9416773094934014, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999202233745512, | |
| "precision": 1.0, | |
| "recall": 0.9998404594767071, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9131033456142309, | |
| "precision": 0.9089427280136326, | |
| "recall": 0.9173022282039779, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9156777971974366, | |
| "eval_loss": 0.48604533076286316, | |
| "eval_macro avg": { | |
| "f1-score": 0.8747745443089191, | |
| "precision": 0.872201164108296, | |
| "recall": 0.878290208296737, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8984, | |
| "eval_samples_per_second": 16.536, | |
| "eval_steps_per_second": 2.246, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9146463407295841, | |
| "precision": 0.9139967630227935, | |
| "recall": 0.9156777971974366, | |
| "support": 32613.0 | |
| }, | |
| "step": 972 | |
| }, | |
| { | |
| "epoch": 12.35, | |
| "grad_norm": 1.4397014379501343, | |
| "learning_rate": 1.506172839506173e-05, | |
| "loss": 0.0253, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6805793134907059, | |
| "precision": 0.6758776896942242, | |
| "recall": 0.6853468075333027, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.903767491926803, | |
| "precision": 0.914198606271777, | |
| "recall": 0.8935717326521925, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998005982053838, | |
| "precision": 0.9996809952946806, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9103489546321576, | |
| "precision": 0.9107236399012197, | |
| "recall": 0.9099745775385075, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9133781007573667, | |
| "eval_loss": 0.5282083749771118, | |
| "eval_macro avg": { | |
| "f1-score": 0.8736240895637626, | |
| "precision": 0.8751202327904755, | |
| "recall": 0.872203336865589, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.89, | |
| "eval_samples_per_second": 16.564, | |
| "eval_steps_per_second": 2.249, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9135835215352088, | |
| "precision": 0.9138148255025323, | |
| "recall": 0.9133781007573667, | |
| "support": 32613.0 | |
| }, | |
| "step": 1053 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6549993880797944, | |
| "precision": 0.7010741419963322, | |
| "recall": 0.6146072576940744, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9030425963488844, | |
| "precision": 0.8624564122433166, | |
| "recall": 0.9476372924648787, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9098839358320396, | |
| "precision": 0.8997076023391812, | |
| "recall": 0.9202931060266188, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9120596081317266, | |
| "eval_loss": 0.5426023602485657, | |
| "eval_macro avg": { | |
| "f1-score": 0.866971508384752, | |
| "precision": 0.8658095391447076, | |
| "recall": 0.8706144714809814, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8976, | |
| "eval_samples_per_second": 16.539, | |
| "eval_steps_per_second": 2.246, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9099868804586297, | |
| "precision": 0.9090570140832118, | |
| "recall": 0.9120596081317266, | |
| "support": 32613.0 | |
| }, | |
| "step": 1134 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6663435909861886, | |
| "precision": 0.7051282051282052, | |
| "recall": 0.6316031235645384, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8880537974683544, | |
| "precision": 0.8293313631326191, | |
| "recall": 0.955725840783312, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9116781523561184, | |
| "precision": 0.9083958132284166, | |
| "recall": 0.9149842978914311, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9127341857541471, | |
| "eval_loss": 0.6165347099304199, | |
| "eval_macro avg": { | |
| "f1-score": 0.8665089135222377, | |
| "precision": 0.8607138453723102, | |
| "recall": 0.8755583729944088, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8787, | |
| "eval_samples_per_second": 16.603, | |
| "eval_steps_per_second": 2.255, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9111575738225369, | |
| "precision": 0.910775248619985, | |
| "recall": 0.9127341857541471, | |
| "support": 32613.0 | |
| }, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_Claim": { | |
| "f1-score": 0.674565560821485, | |
| "precision": 0.6630434782608695, | |
| "recall": 0.6864951768488746, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9101030927835051, | |
| "precision": 0.8824470211915234, | |
| "recall": 0.9395487441464453, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9041334190523012, | |
| "precision": 0.9146836024179356, | |
| "recall": 0.8938238372962465, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9102198509796707, | |
| "eval_loss": 0.6390220522880554, | |
| "eval_macro avg": { | |
| "f1-score": 0.8721905464838953, | |
| "precision": 0.8650435254675821, | |
| "recall": 0.8799469970074799, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9309, | |
| "eval_samples_per_second": 16.427, | |
| "eval_steps_per_second": 2.231, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9107494233350908, | |
| "precision": 0.9115609681986994, | |
| "recall": 0.9102198509796707, | |
| "support": 32613.0 | |
| }, | |
| "step": 1296 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6808510638297871, | |
| "precision": 0.7280334728033473, | |
| "recall": 0.6394120349104272, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9149623250807319, | |
| "precision": 0.9255226480836237, | |
| "recall": 0.9046402724563644, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9178984340699547, | |
| "precision": 0.8986960882647944, | |
| "recall": 0.9379392851802004, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9195106245975532, | |
| "eval_loss": 0.5812303423881531, | |
| "eval_macro avg": { | |
| "f1-score": 0.8784179840646908, | |
| "precision": 0.8880630522879414, | |
| "recall": 0.8704779555713364, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8888, | |
| "eval_samples_per_second": 16.568, | |
| "eval_steps_per_second": 2.25, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9175833462373209, | |
| "precision": 0.91678385690944, | |
| "recall": 0.9195106245975532, | |
| "support": 32613.0 | |
| }, | |
| "step": 1377 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6756586411193748, | |
| "precision": 0.7488125174629785, | |
| "recall": 0.6155259531465319, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9198384010206252, | |
| "precision": 0.9188615123194562, | |
| "recall": 0.9208173690932312, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999202297383536, | |
| "precision": 0.9999202297383536, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9191801729776873, | |
| "precision": 0.8941600678733032, | |
| "recall": 0.9456407955735008, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9206451415079876, | |
| "eval_loss": 0.5839426517486572, | |
| "eval_macro avg": { | |
| "f1-score": 0.8786493612140102, | |
| "precision": 0.8904385818485229, | |
| "recall": 0.8704760868879043, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8961, | |
| "eval_samples_per_second": 16.544, | |
| "eval_steps_per_second": 2.247, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9177516254510409, | |
| "precision": 0.9171873835957982, | |
| "recall": 0.9206451415079876, | |
| "support": 32613.0 | |
| }, | |
| "step": 1458 | |
| }, | |
| { | |
| "epoch": 18.52, | |
| "grad_norm": 6.301952838897705, | |
| "learning_rate": 1.2592592592592593e-05, | |
| "loss": 0.0099, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6969172151021822, | |
| "precision": 0.7007197585326214, | |
| "recall": 0.6931557188791916, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.93473143590841, | |
| "precision": 0.9397590361445783, | |
| "recall": 0.929757343550447, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9126430781850042, | |
| "precision": 0.9101658362460028, | |
| "recall": 0.9151338417825632, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9191426731671419, | |
| "eval_loss": 0.6210956573486328, | |
| "eval_macro avg": { | |
| "f1-score": 0.8860629606184716, | |
| "precision": 0.8876611577308006, | |
| "recall": 0.8844917834876388, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8804, | |
| "eval_samples_per_second": 16.597, | |
| "eval_steps_per_second": 2.254, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9189970320181106, | |
| "precision": 0.9188662710731514, | |
| "recall": 0.9191426731671419, | |
| "support": 32613.0 | |
| }, | |
| "step": 1539 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6770349931017183, | |
| "precision": 0.7457861287648522, | |
| "recall": 0.6198897565457051, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.933418150975403, | |
| "precision": 0.9298690325306295, | |
| "recall": 0.9369944657300979, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.916624189907522, | |
| "precision": 0.8932727788816349, | |
| "recall": 0.9412292507851054, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9205838162695857, | |
| "eval_loss": 0.6079531311988831, | |
| "eval_macro avg": { | |
| "f1-score": 0.8817593618157333, | |
| "precision": 0.8922319850442791, | |
| "recall": 0.8745084256998155, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8699, | |
| "eval_samples_per_second": 16.633, | |
| "eval_steps_per_second": 2.259, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9178806455243597, | |
| "precision": 0.9172429800024408, | |
| "recall": 0.9205838162695857, | |
| "support": 32613.0 | |
| }, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6940774487471526, | |
| "precision": 0.6884319927699954, | |
| "recall": 0.6998162609095085, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9116146152275975, | |
| "precision": 0.875686274509804, | |
| "recall": 0.9506172839506173, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999960116459937, | |
| "precision": 0.9999202361011407, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9093450177532674, | |
| "precision": 0.9188549618320611, | |
| "recall": 0.9000299087782264, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9153711710054273, | |
| "eval_loss": 0.641860842704773, | |
| "eval_macro avg": { | |
| "f1-score": 0.8787492995469885, | |
| "precision": 0.8707233663032503, | |
| "recall": 0.8876158634095881, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8748, | |
| "eval_samples_per_second": 16.616, | |
| "eval_steps_per_second": 2.257, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9156004118108944, | |
| "precision": 0.916143448767362, | |
| "recall": 0.9153711710054273, | |
| "support": 32613.0 | |
| }, | |
| "step": 1701 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6900875325289804, | |
| "precision": 0.7114634146341463, | |
| "recall": 0.6699586587046394, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9227146221365875, | |
| "precision": 0.9280792420327304, | |
| "recall": 0.9174116645381013, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999960116459937, | |
| "precision": 0.9999202361011407, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9152730501701939, | |
| "precision": 0.9058883843562326, | |
| "recall": 0.9248541947061463, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9191733357863429, | |
| "eval_loss": 0.6659213304519653, | |
| "eval_macro avg": { | |
| "f1-score": 0.8820088303239246, | |
| "precision": 0.8863378192810625, | |
| "recall": 0.8780561294872218, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8738, | |
| "eval_samples_per_second": 16.62, | |
| "eval_steps_per_second": 2.257, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9182982110492126, | |
| "precision": 0.91767458311091, | |
| "recall": 0.9191733357863429, | |
| "support": 32613.0 | |
| }, | |
| "step": 1782 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6811174220470616, | |
| "precision": 0.6875731336297684, | |
| "recall": 0.6747818098300413, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9136502398604448, | |
| "precision": 0.9365221278497988, | |
| "recall": 0.8918688803746275, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9115136218543538, | |
| "precision": 0.9049970518867925, | |
| "recall": 0.9181247196052041, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9151871952902217, | |
| "eval_loss": 0.6351564526557922, | |
| "eval_macro avg": { | |
| "f1-score": 0.8765603492600376, | |
| "precision": 0.88227307834159, | |
| "recall": 0.8711739098870567, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8784, | |
| "eval_samples_per_second": 16.604, | |
| "eval_steps_per_second": 2.255, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9149061057787342, | |
| "precision": 0.9147583624345246, | |
| "recall": 0.9151871952902217, | |
| "support": 32613.0 | |
| }, | |
| "step": 1863 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6994498708880655, | |
| "precision": 0.6841642872831101, | |
| "recall": 0.7154340836012861, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9161639276055753, | |
| "precision": 0.8958502847843776, | |
| "recall": 0.9374201787994891, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9120683786543625, | |
| "precision": 0.9227825820769878, | |
| "recall": 0.9016001196351129, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9171189402998804, | |
| "eval_loss": 0.6426755785942078, | |
| "eval_macro avg": { | |
| "f1-score": 0.8819105726065732, | |
| "precision": 0.8756992885361189, | |
| "recall": 0.8885936529435605, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8958, | |
| "eval_samples_per_second": 16.545, | |
| "eval_steps_per_second": 2.247, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9177621279849207, | |
| "precision": 0.9186673375183761, | |
| "recall": 0.9171189402998804, | |
| "support": 32613.0 | |
| }, | |
| "step": 1944 | |
| }, | |
| { | |
| "epoch": 24.69, | |
| "grad_norm": 0.09022147953510284, | |
| "learning_rate": 1.0123456790123458e-05, | |
| "loss": 0.0049, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7043327556325824, | |
| "precision": 0.708672401767031, | |
| "recall": 0.7000459347726229, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9363867684478372, | |
| "precision": 0.9328263624841572, | |
| "recall": 0.9399744572158365, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9144606653474219, | |
| "precision": 0.9132672085912447, | |
| "recall": 0.9156572454015254, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9210437555575998, | |
| "eval_loss": 0.6521892547607422, | |
| "eval_macro avg": { | |
| "f1-score": 0.8887950473569604, | |
| "precision": 0.8886914932106081, | |
| "recall": 0.8889194093474961, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8719, | |
| "eval_samples_per_second": 16.626, | |
| "eval_steps_per_second": 2.258, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9208669633417549, | |
| "precision": 0.9207004694590575, | |
| "recall": 0.9210437555575998, | |
| "support": 32613.0 | |
| }, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_Claim": { | |
| "f1-score": 0.70013357079252, | |
| "precision": 0.6792656587473002, | |
| "recall": 0.7223242994947175, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9349714043634824, | |
| "precision": 0.9304384485666105, | |
| "recall": 0.9395487441464453, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9075579416991192, | |
| "precision": 0.9179349904397706, | |
| "recall": 0.8974128906834156, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9165056879158617, | |
| "eval_loss": 0.6482347846031189, | |
| "eval_macro avg": { | |
| "f1-score": 0.8856657292137804, | |
| "precision": 0.8819097744384202, | |
| "recall": 0.8898214835811445, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9087, | |
| "eval_samples_per_second": 16.501, | |
| "eval_steps_per_second": 2.241, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9173737254580834, | |
| "precision": 0.9185167005798364, | |
| "recall": 0.9165056879158617, | |
| "support": 32613.0 | |
| }, | |
| "step": 2106 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6918882072256305, | |
| "precision": 0.6845773381294964, | |
| "recall": 0.6993569131832797, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9247223364870424, | |
| "precision": 0.8945483485873458, | |
| "recall": 0.9570029799914858, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9091732729331824, | |
| "precision": 0.9181152790484904, | |
| "recall": 0.9004037685060565, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9159230981510441, | |
| "eval_loss": 0.6850813627243042, | |
| "eval_macro avg": { | |
| "f1-score": 0.8814459541614638, | |
| "precision": 0.8743102414413331, | |
| "recall": 0.8891909154202055, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8749, | |
| "eval_samples_per_second": 16.616, | |
| "eval_steps_per_second": 2.256, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9161971414735486, | |
| "precision": 0.9167147316420451, | |
| "recall": 0.9159230981510441, | |
| "support": 32613.0 | |
| }, | |
| "step": 2187 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6900420757363254, | |
| "precision": 0.7025226082817706, | |
| "recall": 0.6779972439136426, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9335321687260333, | |
| "precision": 0.9343283582089552, | |
| "recall": 0.9327373350361856, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9118346714243236, | |
| "precision": 0.9065779748706578, | |
| "recall": 0.9171526843128458, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9181921319719131, | |
| "eval_loss": 0.6860224604606628, | |
| "eval_macro avg": { | |
| "f1-score": 0.8838522289716705, | |
| "precision": 0.8858572353403459, | |
| "recall": 0.8819718158156685, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8824, | |
| "eval_samples_per_second": 16.59, | |
| "eval_steps_per_second": 2.253, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9176766061914672, | |
| "precision": 0.9172444910254145, | |
| "recall": 0.9181921319719131, | |
| "support": 32613.0 | |
| }, | |
| "step": 2268 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_Claim": { | |
| "f1-score": 0.702871276481342, | |
| "precision": 0.6608695652173913, | |
| "recall": 0.7505741846577859, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9320307628351693, | |
| "precision": 0.9106417546709992, | |
| "recall": 0.9544487015751384, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9048953733922058, | |
| "precision": 0.9299976323889195, | |
| "recall": 0.8811126065500224, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9146352681446049, | |
| "eval_loss": 0.7058882713317871, | |
| "eval_macro avg": { | |
| "f1-score": 0.8849393814967517, | |
| "precision": 0.8753772380693275, | |
| "recall": 0.8965139306303251, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8777, | |
| "eval_samples_per_second": 16.606, | |
| "eval_steps_per_second": 2.255, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9164202159722681, | |
| "precision": 0.9195815136371419, | |
| "recall": 0.9146352681446049, | |
| "support": 32613.0 | |
| }, | |
| "step": 2349 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6935711954748178, | |
| "precision": 0.658813804505063, | |
| "recall": 0.7322002756086358, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9355112431056427, | |
| "precision": 0.9323467230443975, | |
| "recall": 0.9386973180076629, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9033831149039927, | |
| "precision": 0.9209258971570607, | |
| "recall": 0.8864961866307761, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.913255450280563, | |
| "eval_loss": 0.6731629967689514, | |
| "eval_macro avg": { | |
| "f1-score": 0.8831064166906858, | |
| "precision": 0.8780216061766303, | |
| "recall": 0.8893285024963571, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9031, | |
| "eval_samples_per_second": 16.52, | |
| "eval_steps_per_second": 2.243, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9148091452468388, | |
| "precision": 0.9171502378139044, | |
| "recall": 0.913255450280563, | |
| "support": 32613.0 | |
| }, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 30.86, | |
| "grad_norm": 0.004342585802078247, | |
| "learning_rate": 7.654320987654322e-06, | |
| "loss": 0.0026, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7007920557985577, | |
| "precision": 0.7220462850182704, | |
| "recall": 0.6807533302710151, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9436951402269322, | |
| "precision": 0.9491817398794143, | |
| "recall": 0.9382716049382716, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9151526364477336, | |
| "precision": 0.9058677019998534, | |
| "recall": 0.9246298788694481, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9219942967528286, | |
| "eval_loss": 0.6748707294464111, | |
| "eval_macro avg": { | |
| "f1-score": 0.8898999864378783, | |
| "precision": 0.8942739317243846, | |
| "recall": 0.8858937609542722, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8881, | |
| "eval_samples_per_second": 16.571, | |
| "eval_steps_per_second": 2.25, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9211890913209031, | |
| "precision": 0.9206295673042141, | |
| "recall": 0.9219942967528286, | |
| "support": 32613.0 | |
| }, | |
| "step": 2511 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7010334054313868, | |
| "precision": 0.7351310483870968, | |
| "recall": 0.6699586587046394, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9412010008340285, | |
| "precision": 0.9223539027380466, | |
| "recall": 0.9608343976160069, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9177053667196804, | |
| "precision": 0.9079997072385274, | |
| "recall": 0.9276207566920891, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9234047772360715, | |
| "eval_loss": 0.7106999754905701, | |
| "eval_macro avg": { | |
| "f1-score": 0.8899749715658463, | |
| "precision": 0.8913711645909177, | |
| "recall": 0.8895835106877722, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8986, | |
| "eval_samples_per_second": 16.535, | |
| "eval_steps_per_second": 2.246, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9220884970034353, | |
| "precision": 0.9213184308961812, | |
| "recall": 0.9234047772360715, | |
| "support": 32613.0 | |
| }, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_Claim": { | |
| "f1-score": 0.711044912923923, | |
| "precision": 0.709419295839049, | |
| "recall": 0.7126779972439137, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9253022452504318, | |
| "precision": 0.938677179150241, | |
| "recall": 0.9123031077054066, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9179324500839708, | |
| "precision": 0.916325162059459, | |
| "recall": 0.9195453865709585, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9223009229448379, | |
| "eval_loss": 0.7237989902496338, | |
| "eval_macro avg": { | |
| "f1-score": 0.8885599303841538, | |
| "precision": 0.8911054092621873, | |
| "recall": 0.8861116803146581, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8767, | |
| "eval_samples_per_second": 16.609, | |
| "eval_steps_per_second": 2.256, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9223730749223835, | |
| "precision": 0.9224756086618937, | |
| "recall": 0.9223009229448379, | |
| "support": 32613.0 | |
| }, | |
| "step": 2673 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7148519468407553, | |
| "precision": 0.7258522727272727, | |
| "recall": 0.7041800643086816, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9396058486967578, | |
| "precision": 0.9354430379746835, | |
| "recall": 0.9438058748403576, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9186834462729914, | |
| "precision": 0.914936220706022, | |
| "recall": 0.9224614924480335, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9246312820041088, | |
| "eval_loss": 0.6951220035552979, | |
| "eval_macro avg": { | |
| "f1-score": 0.8932753387721986, | |
| "precision": 0.8940578828519945, | |
| "recall": 0.8925919153338566, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9327, | |
| "eval_samples_per_second": 16.421, | |
| "eval_steps_per_second": 2.23, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9242195414603059, | |
| "precision": 0.9238669704528689, | |
| "recall": 0.9246312820041088, | |
| "support": 32613.0 | |
| }, | |
| "step": 2754 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7058540110816671, | |
| "precision": 0.7421479229989868, | |
| "recall": 0.6729444189251264, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.939966414777498, | |
| "precision": 0.9271221532091097, | |
| "recall": 0.9531715623669647, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9197091070176086, | |
| "precision": 0.9082756106452788, | |
| "recall": 0.9314341259159563, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9248152577193144, | |
| "eval_loss": 0.7126197814941406, | |
| "eval_macro avg": { | |
| "f1-score": 0.8913724115387659, | |
| "precision": 0.8943864217133439, | |
| "recall": 0.8893675842366002, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9139, | |
| "eval_samples_per_second": 16.484, | |
| "eval_steps_per_second": 2.239, | |
| "eval_weighted avg": { | |
| "f1-score": 0.923464846836294, | |
| "precision": 0.9227118023915538, | |
| "recall": 0.9248152577193144, | |
| "support": 32613.0 | |
| }, | |
| "step": 2835 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7094183778822989, | |
| "precision": 0.7086866834746733, | |
| "recall": 0.7101515847496555, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9417721518987342, | |
| "precision": 0.9335006273525721, | |
| "recall": 0.9501915708812261, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9147501685519513, | |
| "precision": 0.9164665265685981, | |
| "recall": 0.9130402273067145, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9220249593720296, | |
| "eval_loss": 0.7317129373550415, | |
| "eval_macro avg": { | |
| "f1-score": 0.8914752029028185, | |
| "precision": 0.889663459348961, | |
| "recall": 0.8933259031689874, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9011, | |
| "eval_samples_per_second": 16.527, | |
| "eval_steps_per_second": 2.244, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9220371979388616, | |
| "precision": 0.9220629233688514, | |
| "recall": 0.9220249593720296, | |
| "support": 32613.0 | |
| }, | |
| "step": 2916 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7016791711325474, | |
| "precision": 0.7286668315607222, | |
| "recall": 0.6766192007349564, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9388185654008439, | |
| "precision": 0.9305729820158929, | |
| "recall": 0.9472115793954874, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999960116459937, | |
| "precision": 0.9999202361011407, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9166419899318923, | |
| "precision": 0.9076381762204955, | |
| "recall": 0.9258262299985046, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9226075491368473, | |
| "eval_loss": 0.741832971572876, | |
| "eval_macro avg": { | |
| "f1-score": 0.8892749607313051, | |
| "precision": 0.8916995564745628, | |
| "recall": 0.887414252532237, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8986, | |
| "eval_samples_per_second": 16.535, | |
| "eval_steps_per_second": 2.246, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9215670411961056, | |
| "precision": 0.9208684993072555, | |
| "recall": 0.9226075491368473, | |
| "support": 32613.0 | |
| }, | |
| "step": 2997 | |
| }, | |
| { | |
| "epoch": 37.04, | |
| "grad_norm": 0.02783563733100891, | |
| "learning_rate": 5.185185185185185e-06, | |
| "loss": 0.001, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7192414431082331, | |
| "precision": 0.7242664182580345, | |
| "recall": 0.7142857142857143, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.940041928721174, | |
| "precision": 0.9260636100784799, | |
| "recall": 0.9544487015751384, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9176391382405745, | |
| "precision": 0.9180511899416255, | |
| "recall": 0.9172274562584118, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9246312820041088, | |
| "eval_loss": 0.7159741520881653, | |
| "eval_macro avg": { | |
| "f1-score": 0.8942306275174954, | |
| "precision": 0.892095304569535, | |
| "recall": 0.8964904680298161, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8897, | |
| "eval_samples_per_second": 16.565, | |
| "eval_steps_per_second": 2.25, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9244240507984156, | |
| "precision": 0.9242570759957419, | |
| "recall": 0.9246312820041088, | |
| "support": 32613.0 | |
| }, | |
| "step": 3078 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6989553656220323, | |
| "precision": 0.7233415233415234, | |
| "recall": 0.6761598530087276, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.937261551504875, | |
| "precision": 0.9333051920641621, | |
| "recall": 0.9412515964240102, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9162594402487784, | |
| "precision": 0.907391113066432, | |
| "recall": 0.9253028263795424, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.9219023088952258, | |
| "eval_loss": 0.7222980260848999, | |
| "eval_macro avg": { | |
| "f1-score": 0.8881190893439215, | |
| "precision": 0.8910094571180294, | |
| "recall": 0.8856785689530701, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.8729, | |
| "eval_samples_per_second": 16.623, | |
| "eval_steps_per_second": 2.257, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9209497071808923, | |
| "precision": 0.920283679359095, | |
| "recall": 0.9219023088952258, | |
| "support": 32613.0 | |
| }, | |
| "step": 3159 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "eval_Claim": { | |
| "f1-score": 0.680875980794004, | |
| "precision": 0.6946236559139785, | |
| "recall": 0.6676619200734957, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9202291758483913, | |
| "precision": 0.9538602101416171, | |
| "recall": 0.8888888888888888, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9115485467370831, | |
| "precision": 0.9006057067795373, | |
| "recall": 0.9227605802302976, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.915953760770245, | |
| "eval_loss": 0.7755006551742554, | |
| "eval_macro avg": { | |
| "f1-score": 0.8781634258448696, | |
| "precision": 0.8872723932087833, | |
| "recall": 0.8698278472981706, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9172, | |
| "eval_samples_per_second": 16.473, | |
| "eval_steps_per_second": 2.237, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9153773838195417, | |
| "precision": 0.915147632966659, | |
| "recall": 0.915953760770245, | |
| "support": 32613.0 | |
| }, | |
| "step": 3240 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 5733687354696000.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |