| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 19.0, | |
| "eval_steps": 500, | |
| "global_step": 1539, | |
| "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 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 2723501493480600.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |