| { | |
| "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": 0.41092129347162903, | |
| "precision": 0.5640703517587939, | |
| "recall": 0.32317658349328215, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.6523102655237298, | |
| "precision": 0.5929304446978335, | |
| "recall": 0.724907063197026, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8834432924913603, | |
| "precision": 0.8545380875202593, | |
| "recall": 0.9143724257533059, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8664166767469054, | |
| "precision": 0.8441231929604023, | |
| "recall": 0.8899196554294707, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.7997031029363844, | |
| "eval_loss": 0.5104541182518005, | |
| "eval_macro avg": { | |
| "f1-score": 0.7032728820584061, | |
| "precision": 0.7139155192343223, | |
| "recall": 0.7130939319682712, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7759, | |
| "eval_samples_per_second": 16.751, | |
| "eval_steps_per_second": 2.094, | |
| "eval_weighted avg": { | |
| "f1-score": 0.7866826459135919, | |
| "precision": 0.7857670171690952, | |
| "recall": 0.7997031029363844, | |
| "support": 27619.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5200312174817897, | |
| "precision": 0.5678977272727272, | |
| "recall": 0.47960652591170827, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7526302911671151, | |
| "precision": 0.7948320413436692, | |
| "recall": 0.7146840148698885, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9116096466629278, | |
| "precision": 0.944560669456067, | |
| "recall": 0.8808801213960546, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8738735224125151, | |
| "precision": 0.8259587020648967, | |
| "recall": 0.9276898865236478, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8278359100619139, | |
| "eval_loss": 0.44692954421043396, | |
| "eval_macro avg": { | |
| "f1-score": 0.7645361694310869, | |
| "precision": 0.7833122850343401, | |
| "recall": 0.7507151371753248, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7439, | |
| "eval_samples_per_second": 16.864, | |
| "eval_steps_per_second": 2.108, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8236335905447046, | |
| "precision": 0.8242076985653165, | |
| "recall": 0.8278359100619139, | |
| "support": 27619.0 | |
| }, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6218357913273168, | |
| "precision": 0.5744204961366409, | |
| "recall": 0.6777831094049904, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7799868909766223, | |
| "precision": 0.7360824742268042, | |
| "recall": 0.8294609665427509, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9093637121422617, | |
| "precision": 0.9330596419204014, | |
| "recall": 0.8868415347929763, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.876420695504665, | |
| "precision": 0.89797514556357, | |
| "recall": 0.855876749772219, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8372859263550454, | |
| "eval_loss": 0.40934404730796814, | |
| "eval_macro avg": { | |
| "f1-score": 0.7969017724877165, | |
| "precision": 0.7853844394618541, | |
| "recall": 0.8124905901282342, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7941, | |
| "eval_samples_per_second": 16.687, | |
| "eval_steps_per_second": 2.086, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8414917278933443, | |
| "precision": 0.8482528803063183, | |
| "recall": 0.8372859263550454, | |
| "support": 27619.0 | |
| }, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_Claim": { | |
| "f1-score": 0.608644284729743, | |
| "precision": 0.516112873601603, | |
| "recall": 0.7416026871401151, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.788337924701561, | |
| "precision": 0.7790381125226861, | |
| "recall": 0.7978624535315985, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9068679925629612, | |
| "precision": 0.9442684500762643, | |
| "recall": 0.8723173639713853, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8528029247910863, | |
| "precision": 0.8985600293497202, | |
| "recall": 0.8114801623457302, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8201962417176581, | |
| "eval_loss": 0.5160673260688782, | |
| "eval_macro avg": { | |
| "f1-score": 0.789163281696338, | |
| "precision": 0.7844948663875684, | |
| "recall": 0.8058156667472073, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7669, | |
| "eval_samples_per_second": 16.782, | |
| "eval_steps_per_second": 2.098, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8289940404467937, | |
| "precision": 0.8468005514342695, | |
| "recall": 0.8201962417176581, | |
| "support": 27619.0 | |
| }, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5923049770561243, | |
| "precision": 0.5811590856615101, | |
| "recall": 0.6038867562380038, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7829807463750891, | |
| "precision": 0.8014598540145985, | |
| "recall": 0.7653345724907064, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9075350077795066, | |
| "precision": 0.9311288483466362, | |
| "recall": 0.8851073054411446, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8770785784153896, | |
| "precision": 0.8633555323758325, | |
| "recall": 0.891244926695933, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8360186827908324, | |
| "eval_loss": 0.5153732299804688, | |
| "eval_macro avg": { | |
| "f1-score": 0.7899748274065275, | |
| "precision": 0.7942758300996444, | |
| "recall": 0.7863933902164468, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7506, | |
| "eval_samples_per_second": 16.84, | |
| "eval_steps_per_second": 2.105, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8369451960444566, | |
| "precision": 0.8385857117236715, | |
| "recall": 0.8360186827908324, | |
| "support": 27619.0 | |
| }, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5533534584591154, | |
| "precision": 0.6108374384236454, | |
| "recall": 0.5057581573896354, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7910518800571156, | |
| "precision": 0.8107317073170732, | |
| "recall": 0.7723048327137546, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.909817664129661, | |
| "precision": 0.919331636605068, | |
| "recall": 0.9004985909386516, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8747714081259442, | |
| "precision": 0.8410671966975002, | |
| "recall": 0.9112896546011762, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8356566132010572, | |
| "eval_loss": 0.5417770147323608, | |
| "eval_macro avg": { | |
| "f1-score": 0.782248602692959, | |
| "precision": 0.7954919947608217, | |
| "recall": 0.7724628089108043, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7432, | |
| "eval_samples_per_second": 16.866, | |
| "eval_steps_per_second": 2.108, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8314498656832355, | |
| "precision": 0.8301032992701898, | |
| "recall": 0.8356566132010572, | |
| "support": 27619.0 | |
| }, | |
| "step": 486 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "grad_norm": 6.106111526489258, | |
| "learning_rate": 1.7530864197530865e-05, | |
| "loss": 0.345, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5860923076923077, | |
| "precision": 0.6017184735911044, | |
| "recall": 0.571257197696737, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8099526066350711, | |
| "precision": 0.8264023210831721, | |
| "recall": 0.7941449814126395, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9184632841627491, | |
| "precision": 0.9157418381639909, | |
| "recall": 0.9212009538261435, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8751742803247764, | |
| "precision": 0.8666450093397222, | |
| "recall": 0.8838731052762362, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.84217386581701, | |
| "eval_loss": 0.5831862688064575, | |
| "eval_macro avg": { | |
| "f1-score": 0.7974206197037261, | |
| "precision": 0.8026269105444974, | |
| "recall": 0.792619059552939, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7225, | |
| "eval_samples_per_second": 16.94, | |
| "eval_steps_per_second": 2.118, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8409273360363069, | |
| "precision": 0.8399297508801243, | |
| "recall": 0.84217386581701, | |
| "support": 27619.0 | |
| }, | |
| "step": 567 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6089751514402275, | |
| "precision": 0.6281560826319816, | |
| "recall": 0.5909309021113244, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8056783802653014, | |
| "precision": 0.806993006993007, | |
| "recall": 0.804368029739777, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9201371876531113, | |
| "precision": 0.9243136825987094, | |
| "recall": 0.9159982657706481, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8842053669893396, | |
| "precision": 0.8721998388396455, | |
| "recall": 0.8965460117617825, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8497411202433107, | |
| "eval_loss": 0.5915889739990234, | |
| "eval_macro avg": { | |
| "f1-score": 0.8047490215869949, | |
| "precision": 0.8079156527658359, | |
| "recall": 0.801960802345883, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7226, | |
| "eval_samples_per_second": 16.94, | |
| "eval_steps_per_second": 2.117, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8485544514458778, | |
| "precision": 0.8476986926907486, | |
| "recall": 0.8497411202433107, | |
| "support": 27619.0 | |
| }, | |
| "step": 648 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 1150309861814400.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |