| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 35.0, | |
| "eval_steps": 500, | |
| "global_step": 2835, | |
| "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 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6137689614935823, | |
| "precision": 0.5974557019536574, | |
| "recall": 0.6309980806142035, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8104347826086956, | |
| "precision": 0.761437908496732, | |
| "recall": 0.8661710037174721, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9178336980306346, | |
| "precision": 0.9265518003092555, | |
| "recall": 0.9092781270323, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8752312090129477, | |
| "precision": 0.8886043533930857, | |
| "recall": 0.8622546177420691, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8433686954632681, | |
| "eval_loss": 0.6680669784545898, | |
| "eval_macro avg": { | |
| "f1-score": 0.804317162786465, | |
| "precision": 0.7935124410381827, | |
| "recall": 0.8171754572765112, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7195, | |
| "eval_samples_per_second": 16.951, | |
| "eval_steps_per_second": 2.119, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8449561811840803, | |
| "precision": 0.8474346288061019, | |
| "recall": 0.8433686954632681, | |
| "support": 27619.0 | |
| }, | |
| "step": 729 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5938368860055606, | |
| "precision": 0.5741487455197133, | |
| "recall": 0.6149232245681382, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8202093764223942, | |
| "precision": 0.8037466547725245, | |
| "recall": 0.837360594795539, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9145026408450704, | |
| "precision": 0.9286033519553073, | |
| "recall": 0.9008237589421201, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8716092527874855, | |
| "precision": 0.8756164841594918, | |
| "recall": 0.8676385322620724, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8382273072884608, | |
| "eval_loss": 0.7243372201919556, | |
| "eval_macro avg": { | |
| "f1-score": 0.8000395390151277, | |
| "precision": 0.7955288091017592, | |
| "recall": 0.8051865276419675, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7291, | |
| "eval_samples_per_second": 16.917, | |
| "eval_steps_per_second": 2.115, | |
| "eval_weighted avg": { | |
| "f1-score": 0.840013852502701, | |
| "precision": 0.8422219164630815, | |
| "recall": 0.8382273072884608, | |
| "support": 27619.0 | |
| }, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6018801410105759, | |
| "precision": 0.5898203592814372, | |
| "recall": 0.614443378119002, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7984663311766117, | |
| "precision": 0.8243443839683325, | |
| "recall": 0.7741635687732342, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9056203605514316, | |
| "precision": 0.9334944195144402, | |
| "recall": 0.8793626707132018, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.878886273236464, | |
| "precision": 0.8616792678074016, | |
| "recall": 0.8967945001242442, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.838806618632101, | |
| "eval_loss": 0.7492838501930237, | |
| "eval_macro avg": { | |
| "f1-score": 0.7962132764937708, | |
| "precision": 0.8023346076429029, | |
| "recall": 0.7911910294324205, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7534, | |
| "eval_samples_per_second": 16.83, | |
| "eval_steps_per_second": 2.104, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8397473983726959, | |
| "precision": 0.8417333606018996, | |
| "recall": 0.838806618632101, | |
| "support": 27619.0 | |
| }, | |
| "step": 891 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6351054481546573, | |
| "precision": 0.5856969205834684, | |
| "recall": 0.6936180422264875, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8096330275229358, | |
| "precision": 0.7993659420289855, | |
| "recall": 0.8201672862453532, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9158836689038031, | |
| "precision": 0.9461520684076727, | |
| "recall": 0.8874918707999133, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8832342847576798, | |
| "precision": 0.8926486760849336, | |
| "recall": 0.8740164002319225, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8470980122379521, | |
| "eval_loss": 0.7472469806671143, | |
| "eval_macro avg": { | |
| "f1-score": 0.810964107334769, | |
| "precision": 0.8059659017762651, | |
| "recall": 0.8188233998759191, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7526, | |
| "eval_samples_per_second": 16.833, | |
| "eval_steps_per_second": 2.104, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8509605717920246, | |
| "precision": 0.8569306173916821, | |
| "recall": 0.8470980122379521, | |
| "support": 27619.0 | |
| }, | |
| "step": 972 | |
| }, | |
| { | |
| "epoch": 12.35, | |
| "grad_norm": 3.1761698722839355, | |
| "learning_rate": 1.506172839506173e-05, | |
| "loss": 0.0604, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6302578018995931, | |
| "precision": 0.5960222412318221, | |
| "recall": 0.6686660268714012, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8086405259450574, | |
| "precision": 0.8172757475083057, | |
| "recall": 0.800185873605948, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9224348987313599, | |
| "precision": 0.9477475417333638, | |
| "recall": 0.8984391935833514, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8844928196002152, | |
| "precision": 0.8838709677419355, | |
| "recall": 0.8851155470885447, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8502842246279735, | |
| "eval_loss": 0.812764048576355, | |
| "eval_macro avg": { | |
| "f1-score": 0.8114565115440564, | |
| "precision": 0.8112291245538568, | |
| "recall": 0.8131016602873112, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7412, | |
| "eval_samples_per_second": 16.873, | |
| "eval_steps_per_second": 2.109, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8528902247322565, | |
| "precision": 0.8565802934093382, | |
| "recall": 0.8502842246279735, | |
| "support": 27619.0 | |
| }, | |
| "step": 1053 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6177896267571498, | |
| "precision": 0.6241429970617042, | |
| "recall": 0.6115642994241842, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7891914191419142, | |
| "precision": 0.7095697329376854, | |
| "recall": 0.8889405204460966, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.915085817524842, | |
| "precision": 0.9549846806504831, | |
| "recall": 0.8783871667027965, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8833210513387375, | |
| "precision": 0.8733101270946328, | |
| "recall": 0.8935641514122422, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8455773199608965, | |
| "eval_loss": 0.8994765281677246, | |
| "eval_macro avg": { | |
| "f1-score": 0.8013469786906608, | |
| "precision": 0.7905018844361265, | |
| "recall": 0.8181140344963299, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7538, | |
| "eval_samples_per_second": 16.829, | |
| "eval_steps_per_second": 2.104, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8465260836240982, | |
| "precision": 0.850232952139105, | |
| "recall": 0.8455773199608965, | |
| "support": 27619.0 | |
| }, | |
| "step": 1134 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6071797224452345, | |
| "precision": 0.5816304108987036, | |
| "recall": 0.6350767754318618, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8077178975382568, | |
| "precision": 0.7725922783198982, | |
| "recall": 0.8461895910780669, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9198298062926884, | |
| "precision": 0.9512505789717461, | |
| "recall": 0.8904183828311294, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8720390922643698, | |
| "precision": 0.8719668737060041, | |
| "recall": 0.8721113227863828, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8404359317860893, | |
| "eval_loss": 0.9128327369689941, | |
| "eval_macro avg": { | |
| "f1-score": 0.8016916296351374, | |
| "precision": 0.794360035474088, | |
| "recall": 0.8109490180318603, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7243, | |
| "eval_samples_per_second": 16.934, | |
| "eval_steps_per_second": 2.117, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8430215341764057, | |
| "precision": 0.8468933720777774, | |
| "recall": 0.8404359317860893, | |
| "support": 27619.0 | |
| }, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6309481002037637, | |
| "precision": 0.6304191616766467, | |
| "recall": 0.6314779270633397, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8244803695150116, | |
| "precision": 0.8195592286501377, | |
| "recall": 0.8294609665427509, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9188405797101449, | |
| "precision": 0.9101446193109315, | |
| "recall": 0.9277043138955127, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8854815124294965, | |
| "precision": 0.8933569381217332, | |
| "recall": 0.8777437256688478, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8535066439769724, | |
| "eval_loss": 0.8802785873413086, | |
| "eval_macro avg": { | |
| "f1-score": 0.8149376404646043, | |
| "precision": 0.8133699869398623, | |
| "recall": 0.8165967332926127, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7225, | |
| "eval_samples_per_second": 16.94, | |
| "eval_steps_per_second": 2.118, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8534601153123827, | |
| "precision": 0.8535345630772185, | |
| "recall": 0.8535066439769724, | |
| "support": 27619.0 | |
| }, | |
| "step": 1296 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6351891003053795, | |
| "precision": 0.6221813161527842, | |
| "recall": 0.6487523992322457, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8157058556513844, | |
| "precision": 0.7972493345164152, | |
| "recall": 0.8350371747211895, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9181362943609842, | |
| "precision": 0.9221517603323858, | |
| "recall": 0.914155647084327, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8847406664996242, | |
| "precision": 0.8921923692411353, | |
| "recall": 0.8774124078522323, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8518773308229842, | |
| "eval_loss": 0.8617361783981323, | |
| "eval_macro avg": { | |
| "f1-score": 0.813442979204343, | |
| "precision": 0.8084436950606801, | |
| "recall": 0.8188394072224987, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7584, | |
| "eval_samples_per_second": 16.812, | |
| "eval_steps_per_second": 2.102, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8528573333523664, | |
| "precision": 0.8540549226358285, | |
| "recall": 0.8518773308229842, | |
| "support": 27619.0 | |
| }, | |
| "step": 1377 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5979982262764474, | |
| "precision": 0.6335570469798658, | |
| "recall": 0.5662188099808061, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8218923933209649, | |
| "precision": 0.8203703703703704, | |
| "recall": 0.8234200743494424, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9185111222055806, | |
| "precision": 0.9406885581183957, | |
| "recall": 0.8973553002384566, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8841078141246101, | |
| "precision": 0.8547127503286167, | |
| "recall": 0.9155967862171789, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8495962924074008, | |
| "eval_loss": 0.9965270757675171, | |
| "eval_macro avg": { | |
| "f1-score": 0.8056273889819007, | |
| "precision": 0.8123321814493122, | |
| "recall": 0.800647742696471, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.735, | |
| "eval_samples_per_second": 16.895, | |
| "eval_steps_per_second": 2.112, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8475754477331567, | |
| "precision": 0.8473819646173586, | |
| "recall": 0.8495962924074008, | |
| "support": 27619.0 | |
| }, | |
| "step": 1458 | |
| }, | |
| { | |
| "epoch": 18.52, | |
| "grad_norm": 15.414011001586914, | |
| "learning_rate": 1.2592592592592593e-05, | |
| "loss": 0.0201, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6417134539405281, | |
| "precision": 0.5662385321100918, | |
| "recall": 0.7404030710172744, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8129032258064516, | |
| "precision": 0.8062157221206582, | |
| "recall": 0.8197026022304833, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9158699808795411, | |
| "precision": 0.9517297802711547, | |
| "recall": 0.8826143507478864, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8692654694016513, | |
| "precision": 0.8939168490153173, | |
| "recall": 0.8459372152737513, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8402186900322242, | |
| "eval_loss": 0.9760411381721497, | |
| "eval_macro avg": { | |
| "f1-score": 0.809938032507043, | |
| "precision": 0.8045252208793054, | |
| "recall": 0.8221643098173489, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7957, | |
| "eval_samples_per_second": 16.682, | |
| "eval_steps_per_second": 2.085, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8461018818074655, | |
| "precision": 0.8569454182549012, | |
| "recall": 0.8402186900322242, | |
| "support": 27619.0 | |
| }, | |
| "step": 1539 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_Claim": { | |
| "f1-score": 0.651902203705734, | |
| "precision": 0.6002422774076317, | |
| "recall": 0.7132917466410749, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8352472463088821, | |
| "precision": 0.8425531914893617, | |
| "recall": 0.8280669144981413, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9225629791894853, | |
| "precision": 0.9323666150099623, | |
| "recall": 0.9129633644049425, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8775752437473505, | |
| "precision": 0.8987583572110793, | |
| "recall": 0.8573676799469891, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8519135377819617, | |
| "eval_loss": 0.9999569058418274, | |
| "eval_macro avg": { | |
| "f1-score": 0.821821918237863, | |
| "precision": 0.8184801102795087, | |
| "recall": 0.8279224263727869, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7617, | |
| "eval_samples_per_second": 16.801, | |
| "eval_steps_per_second": 2.1, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8552486484979966, | |
| "precision": 0.8605564400235849, | |
| "recall": 0.8519135377819617, | |
| "support": 27619.0 | |
| }, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6376654371881102, | |
| "precision": 0.5819801980198019, | |
| "recall": 0.7051343570057581, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.792661361626879, | |
| "precision": 0.7559021922428331, | |
| "recall": 0.83317843866171, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9065665187208377, | |
| "precision": 0.9542405366554864, | |
| "recall": 0.8634294385432474, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8798595435164284, | |
| "precision": 0.8881762174023125, | |
| "recall": 0.8716971755156133, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8407980013758645, | |
| "eval_loss": 1.0823462009429932, | |
| "eval_macro avg": { | |
| "f1-score": 0.8041882152630638, | |
| "precision": 0.7950747860801084, | |
| "recall": 0.8183598524315823, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.8337, | |
| "eval_samples_per_second": 16.55, | |
| "eval_steps_per_second": 2.069, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8454369732073347, | |
| "precision": 0.8537300281304444, | |
| "recall": 0.8407980013758645, | |
| "support": 27619.0 | |
| }, | |
| "step": 1701 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6413618587531631, | |
| "precision": 0.6159964648696421, | |
| "recall": 0.6689059500959693, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8162887552059233, | |
| "precision": 0.8129032258064516, | |
| "recall": 0.8197026022304833, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9215077605321508, | |
| "precision": 0.9430451554345359, | |
| "recall": 0.9009321482766096, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8851211645025227, | |
| "precision": 0.8838054339747295, | |
| "recall": 0.886440818355007, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8532531952641298, | |
| "eval_loss": 0.9629964828491211, | |
| "eval_macro avg": { | |
| "f1-score": 0.8160698847484399, | |
| "precision": 0.8139375700213398, | |
| "recall": 0.8189953797395173, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7476, | |
| "eval_samples_per_second": 16.851, | |
| "eval_steps_per_second": 2.106, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8551268346498754, | |
| "precision": 0.8576544630844016, | |
| "recall": 0.8532531952641298, | |
| "support": 27619.0 | |
| }, | |
| "step": 1782 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6246913580246913, | |
| "precision": 0.6434384537131231, | |
| "recall": 0.6070057581573897, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8306414397784957, | |
| "precision": 0.8249312557286893, | |
| "recall": 0.8364312267657993, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9210203854294309, | |
| "precision": 0.9472960586617782, | |
| "recall": 0.8961630175590722, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8880482897384305, | |
| "precision": 0.8635830007043908, | |
| "recall": 0.9139401971341009, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8556428545566458, | |
| "eval_loss": 1.0519344806671143, | |
| "eval_macro avg": { | |
| "f1-score": 0.8161003682427621, | |
| "precision": 0.8198121922019954, | |
| "recall": 0.8133850499040906, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7514, | |
| "eval_samples_per_second": 16.837, | |
| "eval_steps_per_second": 2.105, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8548461217507599, | |
| "precision": 0.8553131736167897, | |
| "recall": 0.8556428545566458, | |
| "support": 27619.0 | |
| }, | |
| "step": 1863 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6429456142326315, | |
| "precision": 0.605771270952684, | |
| "recall": 0.6849808061420346, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8262760357061112, | |
| "precision": 0.8141632837167343, | |
| "recall": 0.8387546468401487, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9164846244328684, | |
| "precision": 0.9483018430508867, | |
| "recall": 0.8867331454584869, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8827014708928941, | |
| "precision": 0.8831039628585641, | |
| "recall": 0.8822993456473122, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8506100872587712, | |
| "eval_loss": 1.0345954895019531, | |
| "eval_macro avg": { | |
| "f1-score": 0.8171019363161263, | |
| "precision": 0.8128350901447173, | |
| "recall": 0.8231919860219956, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7433, | |
| "eval_samples_per_second": 16.866, | |
| "eval_steps_per_second": 2.108, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8534083548306859, | |
| "precision": 0.8576588939305595, | |
| "recall": 0.8506100872587712, | |
| "support": 27619.0 | |
| }, | |
| "step": 1944 | |
| }, | |
| { | |
| "epoch": 24.69, | |
| "grad_norm": 0.018422244116663933, | |
| "learning_rate": 1.0123456790123458e-05, | |
| "loss": 0.0091, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6397129186602871, | |
| "precision": 0.637881679389313, | |
| "recall": 0.6415547024952015, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8255892255892255, | |
| "precision": 0.798523664785063, | |
| "recall": 0.8545539033457249, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9217740138176956, | |
| "precision": 0.9484063288236643, | |
| "recall": 0.8965965748970302, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8884167517875383, | |
| "precision": 0.8766328011611031, | |
| "recall": 0.9005218255611696, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8565480285310837, | |
| "eval_loss": 1.0353806018829346, | |
| "eval_macro avg": { | |
| "f1-score": 0.8188732274636866, | |
| "precision": 0.8153611185397858, | |
| "recall": 0.8233067515747815, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7632, | |
| "eval_samples_per_second": 16.795, | |
| "eval_steps_per_second": 2.099, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8571321899510156, | |
| "precision": 0.8584922830101466, | |
| "recall": 0.8565480285310837, | |
| "support": 27619.0 | |
| }, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_Claim": { | |
| "f1-score": 0.639289678135405, | |
| "precision": 0.6577010910936311, | |
| "recall": 0.6218809980806143, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8237179487179487, | |
| "precision": 0.8118231046931408, | |
| "recall": 0.8359665427509294, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9226105170323007, | |
| "precision": 0.9386496186630776, | |
| "recall": 0.9071103403425103, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8938624639506073, | |
| "precision": 0.8770125936553483, | |
| "recall": 0.9113724840553301, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8603859661827004, | |
| "eval_loss": 1.0636707544326782, | |
| "eval_macro avg": { | |
| "f1-score": 0.8198701519590654, | |
| "precision": 0.8212966020262995, | |
| "recall": 0.8190825913073461, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7618, | |
| "eval_samples_per_second": 16.8, | |
| "eval_steps_per_second": 2.1, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8595824092662689, | |
| "precision": 0.8594263331027361, | |
| "recall": 0.8603859661827004, | |
| "support": 27619.0 | |
| }, | |
| "step": 2106 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_Claim": { | |
| "f1-score": 0.643669985775249, | |
| "precision": 0.6361293345829429, | |
| "recall": 0.6513915547024952, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.835773822933093, | |
| "precision": 0.8111062527328378, | |
| "recall": 0.8619888475836431, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9197544642857143, | |
| "precision": 0.9478951000690131, | |
| "recall": 0.893236505527856, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.892443644397169, | |
| "precision": 0.8817299919159256, | |
| "recall": 0.9034208564565559, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8587566530287121, | |
| "eval_loss": 1.0722382068634033, | |
| "eval_macro avg": { | |
| "f1-score": 0.8229104793478063, | |
| "precision": 0.8192151698251797, | |
| "recall": 0.8275094410676376, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7416, | |
| "eval_samples_per_second": 16.872, | |
| "eval_steps_per_second": 2.109, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8596085511412532, | |
| "precision": 0.8612655819566406, | |
| "recall": 0.8587566530287121, | |
| "support": 27619.0 | |
| }, | |
| "step": 2187 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6362290227048372, | |
| "precision": 0.654979674796748, | |
| "recall": 0.6185220729366603, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.831056793673616, | |
| "precision": 0.8579910935180604, | |
| "recall": 0.8057620817843866, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9264762322495751, | |
| "precision": 0.9374237212914679, | |
| "recall": 0.9157814871016692, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8929698244478602, | |
| "precision": 0.8726381532136928, | |
| "recall": 0.9142715149507165, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8616894167058908, | |
| "eval_loss": 1.0252758264541626, | |
| "eval_macro avg": { | |
| "f1-score": 0.8216829682689721, | |
| "precision": 0.8307581607049922, | |
| "recall": 0.8135842891933581, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7454, | |
| "eval_samples_per_second": 16.858, | |
| "eval_steps_per_second": 2.107, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8605934753580137, | |
| "precision": 0.8602912413261778, | |
| "recall": 0.8616894167058908, | |
| "support": 27619.0 | |
| }, | |
| "step": 2268 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6346723545443773, | |
| "precision": 0.6270194333879654, | |
| "recall": 0.6425143953934741, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8310436249698723, | |
| "precision": 0.8632949424136205, | |
| "recall": 0.8011152416356877, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9246601728028178, | |
| "precision": 0.9391839016210173, | |
| "recall": 0.9105787990461739, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8919482004983863, | |
| "precision": 0.8799774302756731, | |
| "recall": 0.9042491509980949, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8588290669466672, | |
| "eval_loss": 1.0103356838226318, | |
| "eval_macro avg": { | |
| "f1-score": 0.8205810882038633, | |
| "precision": 0.8273689269245691, | |
| "recall": 0.8146143967683577, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7642, | |
| "eval_samples_per_second": 16.792, | |
| "eval_steps_per_second": 2.099, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8593043062229604, | |
| "precision": 0.8602811798583894, | |
| "recall": 0.8588290669466672, | |
| "support": 27619.0 | |
| }, | |
| "step": 2349 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6266573621772505, | |
| "precision": 0.6081264108352145, | |
| "recall": 0.6463531669865643, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8181200453001133, | |
| "precision": 0.7980556783031374, | |
| "recall": 0.8392193308550185, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9268776883202824, | |
| "precision": 0.9434216434665469, | |
| "recall": 0.9109039670496423, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8838985513262215, | |
| "precision": 0.8859211183225162, | |
| "recall": 0.8818851983765427, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.852710090879467, | |
| "eval_loss": 1.0344375371932983, | |
| "eval_macro avg": { | |
| "f1-score": 0.8138884117809669, | |
| "precision": 0.8088812127318536, | |
| "recall": 0.819590415816942, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7499, | |
| "eval_samples_per_second": 16.843, | |
| "eval_steps_per_second": 2.105, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8543098224282204, | |
| "precision": 0.8563604925666979, | |
| "recall": 0.852710090879467, | |
| "support": 27619.0 | |
| }, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 30.86, | |
| "grad_norm": 0.13328897953033447, | |
| "learning_rate": 7.654320987654322e-06, | |
| "loss": 0.0054, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6430961409770243, | |
| "precision": 0.6008753647353063, | |
| "recall": 0.6916986564299424, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8156321839080459, | |
| "precision": 0.8070973612374887, | |
| "recall": 0.8243494423791822, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.922759926491062, | |
| "precision": 0.948917649753751, | |
| "recall": 0.8980056362453934, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.884039223868141, | |
| "precision": 0.8907669021190716, | |
| "recall": 0.8774124078522323, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8521307795358268, | |
| "eval_loss": 1.0802738666534424, | |
| "eval_macro avg": { | |
| "f1-score": 0.8163818688110683, | |
| "precision": 0.8119143194614044, | |
| "recall": 0.8228665357266876, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7458, | |
| "eval_samples_per_second": 16.857, | |
| "eval_steps_per_second": 2.107, | |
| "eval_weighted avg": { | |
| "f1-score": 0.85528273315214, | |
| "precision": 0.8599248737286467, | |
| "recall": 0.8521307795358268, | |
| "support": 27619.0 | |
| }, | |
| "step": 2511 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6231684408265498, | |
| "precision": 0.6518208016767094, | |
| "recall": 0.5969289827255279, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.802954491303312, | |
| "precision": 0.823960880195599, | |
| "recall": 0.7829925650557621, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9214892082339233, | |
| "precision": 0.9439581675571217, | |
| "recall": 0.9000650336006937, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8923421084168898, | |
| "precision": 0.8618055555555556, | |
| "recall": 0.925122173444877, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.856149751982331, | |
| "eval_loss": 1.0980205535888672, | |
| "eval_macro avg": { | |
| "f1-score": 0.8099885621951687, | |
| "precision": 0.8203863512462465, | |
| "recall": 0.8012771887067152, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7314, | |
| "eval_samples_per_second": 16.908, | |
| "eval_steps_per_second": 2.114, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8544925535585312, | |
| "precision": 0.8546105739408988, | |
| "recall": 0.856149751982331, | |
| "support": 27619.0 | |
| }, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_Claim": { | |
| "f1-score": 0.645293315143247, | |
| "precision": 0.6132238547968885, | |
| "recall": 0.6809021113243762, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8171494785631519, | |
| "precision": 0.8150716597318539, | |
| "recall": 0.8192379182156134, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9240913120567376, | |
| "precision": 0.9452505100884153, | |
| "recall": 0.9038586603078257, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8876614477345405, | |
| "precision": 0.8901382642012328, | |
| "recall": 0.8851983765426986, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8554618197617582, | |
| "eval_loss": 1.103171467781067, | |
| "eval_macro avg": { | |
| "f1-score": 0.8185488883744192, | |
| "precision": 0.8159210722045976, | |
| "recall": 0.8222992665976285, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7195, | |
| "eval_samples_per_second": 16.951, | |
| "eval_steps_per_second": 2.119, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8577606473413056, | |
| "precision": 0.8609099427319448, | |
| "recall": 0.8554618197617582, | |
| "support": 27619.0 | |
| }, | |
| "step": 2673 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6230995586071605, | |
| "precision": 0.6371614844533601, | |
| "recall": 0.6096449136276392, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8227470763586332, | |
| "precision": 0.812132186509733, | |
| "recall": 0.8336431226765799, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9239675800849093, | |
| "precision": 0.9402985074626866, | |
| "recall": 0.9081942336874052, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8910673608851285, | |
| "precision": 0.875469586763648, | |
| "recall": 0.9072310113476352, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8569100981208588, | |
| "eval_loss": 1.1183395385742188, | |
| "eval_macro avg": { | |
| "f1-score": 0.8152203939839578, | |
| "precision": 0.8162654412973569, | |
| "recall": 0.8146783203348149, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7358, | |
| "eval_samples_per_second": 16.893, | |
| "eval_steps_per_second": 2.112, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8562950074379215, | |
| "precision": 0.856227085825657, | |
| "recall": 0.8569100981208588, | |
| "support": 27619.0 | |
| }, | |
| "step": 2754 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6287781538102462, | |
| "precision": 0.6121336059986366, | |
| "recall": 0.6463531669865643, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8306414397784957, | |
| "precision": 0.8249312557286893, | |
| "recall": 0.8364312267657993, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9218662169758292, | |
| "precision": 0.9574964969640355, | |
| "recall": 0.8887925428137872, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8870238337746996, | |
| "precision": 0.8728351507376524, | |
| "recall": 0.9016814379193241, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.853760092689815, | |
| "eval_loss": 1.126227617263794, | |
| "eval_macro avg": { | |
| "f1-score": 0.8170774110848177, | |
| "precision": 0.8168491273572535, | |
| "recall": 0.8183145936213687, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7324, | |
| "eval_samples_per_second": 16.905, | |
| "eval_steps_per_second": 2.113, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8552975917471803, | |
| "precision": 0.8580407106693336, | |
| "recall": 0.853760092689815, | |
| "support": 27619.0 | |
| }, | |
| "step": 2835 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 5032605645438000.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |