| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 36.0, | |
| "eval_steps": 500, | |
| "global_step": 2916, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.18764302059496568, | |
| "precision": 0.3416666666666667, | |
| "recall": 0.12933753943217666, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.19540229885057472, | |
| "precision": 0.8947368421052632, | |
| "recall": 0.10967741935483871, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8476339053562143, | |
| "precision": 0.740909090909091, | |
| "recall": 0.9902794653705954, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.4315998169894769, | |
| "precision": 0.6394035246272028, | |
| "recall": 0.3257366482504604, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.7779799818016379, | |
| "precision": 0.7493426818580193, | |
| "recall": 0.8088930936613056, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8948683715038855, | |
| "precision": 0.8376057421174058, | |
| "recall": 0.9605350187403542, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9980147987727848, | |
| "precision": 0.9970251509961237, | |
| "recall": 0.9990064131514769, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.8673183065585397, | |
| "eval_loss": 0.3193369209766388, | |
| "eval_macro avg": { | |
| "f1-score": 0.6190203134099342, | |
| "precision": 0.7429556713256817, | |
| "recall": 0.6176379425658869, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9083, | |
| "eval_samples_per_second": 16.299, | |
| "eval_steps_per_second": 2.037, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8489527906249091, | |
| "precision": 0.8526967051825685, | |
| "recall": 0.8673183065585397, | |
| "support": 32431.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.583941605839416, | |
| "precision": 0.6926406926406926, | |
| "recall": 0.5047318611987381, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8117647058823529, | |
| "precision": 0.745945945945946, | |
| "recall": 0.8903225806451613, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8943661971830986, | |
| "precision": 0.8649262202043133, | |
| "recall": 0.9258809234507898, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6197740770932805, | |
| "precision": 0.6271506009898656, | |
| "recall": 0.6125690607734806, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8298737427776589, | |
| "precision": 0.7577178585384916, | |
| "recall": 0.9172185430463576, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9013697613125952, | |
| "precision": 0.9106660666066607, | |
| "recall": 0.8922613360770192, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9961487925331883, | |
| "precision": 0.9993636363636363, | |
| "recall": 0.9929545659831993, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.887854213561099, | |
| "eval_loss": 0.26407390832901, | |
| "eval_macro avg": { | |
| "f1-score": 0.8053198403745129, | |
| "precision": 0.7997730030413723, | |
| "recall": 0.8194198387392494, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9329, | |
| "eval_samples_per_second": 16.218, | |
| "eval_steps_per_second": 2.027, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8876368199002541, | |
| "precision": 0.8889201304482091, | |
| "recall": 0.887854213561099, | |
| "support": 32431.0 | |
| }, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.5895522388059701, | |
| "precision": 0.7214611872146118, | |
| "recall": 0.49842271293375395, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8668941979522183, | |
| "precision": 0.9202898550724637, | |
| "recall": 0.8193548387096774, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8929178470254956, | |
| "precision": 0.8365180467091295, | |
| "recall": 0.9574726609963548, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6548140728684112, | |
| "precision": 0.7178149876475433, | |
| "recall": 0.6019797421731123, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8815622622368754, | |
| "precision": 0.9502460360852925, | |
| "recall": 0.8221381267738883, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9169943670953343, | |
| "precision": 0.8852257181942544, | |
| "recall": 0.9511280958330272, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9984170774727511, | |
| "precision": 0.9998188405797102, | |
| "recall": 0.9970192394544305, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9067250470229101, | |
| "eval_loss": 0.25323203206062317, | |
| "eval_macro avg": { | |
| "f1-score": 0.8287360090652937, | |
| "precision": 0.8616249530718579, | |
| "recall": 0.8067879166963207, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9025, | |
| "eval_samples_per_second": 16.318, | |
| "eval_steps_per_second": 2.04, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9033110548907601, | |
| "precision": 0.9034896128542845, | |
| "recall": 0.9067250470229101, | |
| "support": 32431.0 | |
| }, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6806136680613668, | |
| "precision": 0.61, | |
| "recall": 0.7697160883280757, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8861538461538462, | |
| "precision": 0.8470588235294118, | |
| "recall": 0.9290322580645162, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8687258687258688, | |
| "precision": 0.9233926128590971, | |
| "recall": 0.8201701093560145, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.656155854589275, | |
| "precision": 0.5819380121125757, | |
| "recall": 0.7520718232044199, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8818897637795275, | |
| "precision": 0.8408408408408409, | |
| "recall": 0.9271523178807947, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8829758349171871, | |
| "precision": 0.9349433218334154, | |
| "recall": 0.836481222899978, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9971017118014671, | |
| "precision": 0.9998183634547271, | |
| "recall": 0.9943997832174148, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.8843698930036077, | |
| "eval_loss": 0.2791365385055542, | |
| "eval_macro avg": { | |
| "f1-score": 0.8362309354326484, | |
| "precision": 0.8197131392328668, | |
| "recall": 0.8612890861358877, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9234, | |
| "eval_samples_per_second": 16.249, | |
| "eval_steps_per_second": 2.031, | |
| "eval_weighted avg": { | |
| "f1-score": 0.889158243622726, | |
| "precision": 0.8997827813567029, | |
| "recall": 0.8843698930036077, | |
| "support": 32431.0 | |
| }, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6078799249530958, | |
| "precision": 0.75, | |
| "recall": 0.5110410094637224, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8971962616822431, | |
| "precision": 0.8674698795180723, | |
| "recall": 0.9290322580645162, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.893739230327398, | |
| "precision": 0.8474945533769063, | |
| "recall": 0.945321992709599, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6119813135476778, | |
| "precision": 0.7590320381731425, | |
| "recall": 0.5126611418047882, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8889393595275948, | |
| "precision": 0.854958497160332, | |
| "recall": 0.9257332071901608, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9137743463765573, | |
| "precision": 0.874462654486835, | |
| "recall": 0.956786947894466, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9976913675252366, | |
| "precision": 1.0, | |
| "recall": 0.9953933700659381, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9036724121982054, | |
| "eval_loss": 0.3500836193561554, | |
| "eval_macro avg": { | |
| "f1-score": 0.8301716862771149, | |
| "precision": 0.8504882318164697, | |
| "recall": 0.8251385610275985, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9239, | |
| "eval_samples_per_second": 16.247, | |
| "eval_steps_per_second": 2.031, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8968007164885599, | |
| "precision": 0.8986502613295283, | |
| "recall": 0.9036724121982054, | |
| "support": 32431.0 | |
| }, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.672077922077922, | |
| "precision": 0.6923076923076923, | |
| "recall": 0.6529968454258676, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8910256410256411, | |
| "precision": 0.8853503184713376, | |
| "recall": 0.896774193548387, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8907563025210083, | |
| "precision": 0.8801897983392646, | |
| "recall": 0.9015795868772782, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6666666666666667, | |
| "precision": 0.6998228296633764, | |
| "recall": 0.6365101289134438, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8853370396108408, | |
| "precision": 0.867453472537449, | |
| "recall": 0.9039735099337748, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9098497495826378, | |
| "precision": 0.8987595898759589, | |
| "recall": 0.9212170206511354, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.998190209030857, | |
| "precision": 1.0, | |
| "recall": 0.9963869569144612, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9043816101877833, | |
| "eval_loss": 0.30672115087509155, | |
| "eval_macro avg": { | |
| "f1-score": 0.8448433615022248, | |
| "precision": 0.8462691001707254, | |
| "recall": 0.8442054631806213, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9018, | |
| "eval_samples_per_second": 16.321, | |
| "eval_steps_per_second": 2.04, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9029367568413356, | |
| "precision": 0.9020793621628027, | |
| "recall": 0.9043816101877833, | |
| "support": 32431.0 | |
| }, | |
| "step": 486 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "grad_norm": 0.43724608421325684, | |
| "learning_rate": 1.7530864197530865e-05, | |
| "loss": 0.2434, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6763285024154589, | |
| "precision": 0.6907894736842105, | |
| "recall": 0.6624605678233438, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8952380952380952, | |
| "precision": 0.88125, | |
| "recall": 0.9096774193548387, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8941034897713597, | |
| "precision": 0.8855780691299165, | |
| "recall": 0.9027946537059538, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6960393719240684, | |
| "precision": 0.7088305489260143, | |
| "recall": 0.6837016574585635, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9140037593984962, | |
| "precision": 0.9080298786181139, | |
| "recall": 0.9200567644276254, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9164355568530141, | |
| "precision": 0.9101253895774444, | |
| "recall": 0.9228338355258323, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9967376529225193, | |
| "precision": 1.0, | |
| "recall": 0.9934965224460302, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9116277635595572, | |
| "eval_loss": 0.34577852487564087, | |
| "eval_macro avg": { | |
| "f1-score": 0.855555204074716, | |
| "precision": 0.8549433371336713, | |
| "recall": 0.8564316315345982, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8989, | |
| "eval_samples_per_second": 16.33, | |
| "eval_steps_per_second": 2.041, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9111536914902465, | |
| "precision": 0.910801887328957, | |
| "recall": 0.9116277635595572, | |
| "support": 32431.0 | |
| }, | |
| "step": 567 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.701923076923077, | |
| "precision": 0.7133550488599348, | |
| "recall": 0.6908517350157729, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9260450160771705, | |
| "precision": 0.9230769230769231, | |
| "recall": 0.9290322580645162, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8985507246376812, | |
| "precision": 0.8931572629051621, | |
| "recall": 0.9040097205346294, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6915371329879102, | |
| "precision": 0.6917760884588804, | |
| "recall": 0.6912983425414365, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9147286821705426, | |
| "precision": 0.9085394307046197, | |
| "recall": 0.9210028382213813, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.912640635340834, | |
| "precision": 0.9131778382753293, | |
| "recall": 0.9121040640846623, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9993222177036736, | |
| "precision": 0.9998191681735985, | |
| "recall": 0.9988257609971999, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9104252104467947, | |
| "eval_loss": 0.3896510601043701, | |
| "eval_macro avg": { | |
| "f1-score": 0.8635353551201269, | |
| "precision": 0.863271680064921, | |
| "recall": 0.8638749599227997, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9786, | |
| "eval_samples_per_second": 16.069, | |
| "eval_steps_per_second": 2.009, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9103982293589928, | |
| "precision": 0.9103825180220693, | |
| "recall": 0.9104252104467947, | |
| "support": 32431.0 | |
| }, | |
| "step": 648 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6862745098039215, | |
| "precision": 0.6171284634760705, | |
| "recall": 0.7728706624605678, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9119496855345912, | |
| "precision": 0.8895705521472392, | |
| "recall": 0.9354838709677419, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8690095846645367, | |
| "precision": 0.9164420485175202, | |
| "recall": 0.8262454434993924, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6841291120965247, | |
| "precision": 0.619652531290865, | |
| "recall": 0.7635819521178637, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9025385312783318, | |
| "precision": 0.8664055700609226, | |
| "recall": 0.9418164616840113, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8949834831374357, | |
| "precision": 0.9374748531423513, | |
| "recall": 0.8561769677371941, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9989151071331707, | |
| "precision": 0.9998190209030857, | |
| "recall": 0.9980128263029536, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.8965804323024267, | |
| "eval_loss": 0.4196818470954895, | |
| "eval_macro avg": { | |
| "f1-score": 0.8496857162355017, | |
| "precision": 0.8352132913625792, | |
| "recall": 0.8705983121099606, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9285, | |
| "eval_samples_per_second": 16.232, | |
| "eval_steps_per_second": 2.029, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9000940098435676, | |
| "precision": 0.9076597589527613, | |
| "recall": 0.8965804323024267, | |
| "support": 32431.0 | |
| }, | |
| "step": 729 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6905537459283387, | |
| "precision": 0.7138047138047138, | |
| "recall": 0.668769716088328, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9142857142857143, | |
| "precision": 0.9, | |
| "recall": 0.9290322580645162, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.894484412470024, | |
| "precision": 0.8828402366863906, | |
| "recall": 0.9064398541919806, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.681682755333095, | |
| "precision": 0.7066963182604399, | |
| "recall": 0.6583793738489871, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9083702494754021, | |
| "precision": 0.895632183908046, | |
| "recall": 0.9214758751182592, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9129089784183134, | |
| "precision": 0.904253785147801, | |
| "recall": 0.9217314617476299, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9983716301791207, | |
| "precision": 0.999909395669113, | |
| "recall": 0.9968385873001535, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9092534920292313, | |
| "eval_loss": 0.5311424136161804, | |
| "eval_macro avg": { | |
| "f1-score": 0.8572367837271441, | |
| "precision": 0.8575909476395005, | |
| "recall": 0.857523875194265, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8937, | |
| "eval_samples_per_second": 16.348, | |
| "eval_steps_per_second": 2.043, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9081813659228948, | |
| "precision": 0.9074585127295745, | |
| "recall": 0.9092534920292313, | |
| "support": 32431.0 | |
| }, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.680921052631579, | |
| "precision": 0.711340206185567, | |
| "recall": 0.6529968454258676, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9009584664536742, | |
| "precision": 0.8924050632911392, | |
| "recall": 0.9096774193548387, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8942020322773461, | |
| "precision": 0.88, | |
| "recall": 0.9088699878493317, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6838570400575678, | |
| "precision": 0.713820731096645, | |
| "recall": 0.6563075506445673, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.902502979737783, | |
| "precision": 0.9096588178760211, | |
| "recall": 0.8954588457899716, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9134434303925829, | |
| "precision": 0.9004641199571581, | |
| "recall": 0.9268023811273609, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9988699543461556, | |
| "precision": 0.999728555917481, | |
| "recall": 0.9980128263029536, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9096235083716198, | |
| "eval_loss": 0.49213308095932007, | |
| "eval_macro avg": { | |
| "f1-score": 0.8535364222709555, | |
| "precision": 0.8582024991891446, | |
| "recall": 0.8497322652135558, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9244, | |
| "eval_samples_per_second": 16.246, | |
| "eval_steps_per_second": 2.031, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9083194817194259, | |
| "precision": 0.9075428987655072, | |
| "recall": 0.9096235083716198, | |
| "support": 32431.0 | |
| }, | |
| "step": 891 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6577181208053691, | |
| "precision": 0.7025089605734767, | |
| "recall": 0.6182965299684543, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8978328173374612, | |
| "precision": 0.8630952380952381, | |
| "recall": 0.9354838709677419, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8902147971360382, | |
| "precision": 0.8745603751465416, | |
| "recall": 0.9064398541919806, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6518804243008679, | |
| "precision": 0.6842105263157895, | |
| "recall": 0.6224677716390423, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8919829328542555, | |
| "precision": 0.8490808037622916, | |
| "recall": 0.9394512771996215, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9075452422650322, | |
| "precision": 0.9011665821317296, | |
| "recall": 0.9140148453002132, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9985526910900046, | |
| "precision": 1.0, | |
| "recall": 0.9971095655315689, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9020073386574574, | |
| "eval_loss": 0.5465030670166016, | |
| "eval_macro avg": { | |
| "f1-score": 0.8422467179698613, | |
| "precision": 0.8392317837178667, | |
| "recall": 0.8476091021140889, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8988, | |
| "eval_samples_per_second": 16.331, | |
| "eval_steps_per_second": 2.041, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9004246846165758, | |
| "precision": 0.8996509302731299, | |
| "recall": 0.9020073386574574, | |
| "support": 32431.0 | |
| }, | |
| "step": 972 | |
| }, | |
| { | |
| "epoch": 12.35, | |
| "grad_norm": 0.1318705528974533, | |
| "learning_rate": 1.506172839506173e-05, | |
| "loss": 0.0258, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6857142857142857, | |
| "precision": 0.6551724137931034, | |
| "recall": 0.7192429022082019, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9022082018927444, | |
| "precision": 0.8827160493827161, | |
| "recall": 0.9225806451612903, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8858560794044665, | |
| "precision": 0.9049429657794676, | |
| "recall": 0.8675577156743621, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6909411894516165, | |
| "precision": 0.6634880271243908, | |
| "recall": 0.7207642725598526, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9048498845265589, | |
| "precision": 0.8840252707581228, | |
| "recall": 0.9266792809839167, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.906777130915062, | |
| "precision": 0.9211464098870271, | |
| "recall": 0.8928492687587272, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9971466099008107, | |
| "precision": 1.0, | |
| "recall": 0.9943094571402764, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9044432795781814, | |
| "eval_loss": 0.5739177465438843, | |
| "eval_macro avg": { | |
| "f1-score": 0.8533561974007922, | |
| "precision": 0.8444987338178326, | |
| "recall": 0.8634262203552325, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.929, | |
| "eval_samples_per_second": 16.231, | |
| "eval_steps_per_second": 2.029, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9058771229581195, | |
| "precision": 0.9079380628166581, | |
| "recall": 0.9044432795781814, | |
| "support": 32431.0 | |
| }, | |
| "step": 1053 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6666666666666666, | |
| "precision": 0.7276119402985075, | |
| "recall": 0.6151419558359621, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9003215434083601, | |
| "precision": 0.8974358974358975, | |
| "recall": 0.9032258064516129, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8976470588235295, | |
| "precision": 0.8700114025085519, | |
| "recall": 0.9270959902794653, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6725553620303559, | |
| "precision": 0.7317271250676773, | |
| "recall": 0.6222375690607734, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8921406655652585, | |
| "precision": 0.8902496467263307, | |
| "recall": 0.8940397350993378, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9186321600114704, | |
| "precision": 0.8966482401511441, | |
| "recall": 0.9417211729257, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9977821029285294, | |
| "precision": 1.0, | |
| "recall": 0.995574022220215, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9104560451419937, | |
| "eval_loss": 0.5471230745315552, | |
| "eval_macro avg": { | |
| "f1-score": 0.8493922227763101, | |
| "precision": 0.8590977503125871, | |
| "recall": 0.842719464553295, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9223, | |
| "eval_samples_per_second": 16.253, | |
| "eval_steps_per_second": 2.032, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9078809171606194, | |
| "precision": 0.9070974660556812, | |
| "recall": 0.9104560451419937, | |
| "support": 32431.0 | |
| }, | |
| "step": 1134 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6688524590163935, | |
| "precision": 0.6962457337883959, | |
| "recall": 0.6435331230283912, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9061488673139159, | |
| "precision": 0.9090909090909091, | |
| "recall": 0.9032258064516129, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8902147971360382, | |
| "precision": 0.8745603751465416, | |
| "recall": 0.9064398541919806, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6658545498842734, | |
| "precision": 0.7071151358344114, | |
| "recall": 0.6291436464088398, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8983730252298987, | |
| "precision": 0.8956276445698167, | |
| "recall": 0.9011352885525071, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9134990605578841, | |
| "precision": 0.8985002487739001, | |
| "recall": 0.9290071286837657, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998645047649157, | |
| "precision": 0.9999096657633243, | |
| "recall": 0.999819347845723, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9077117572692794, | |
| "eval_loss": 0.6182886362075806, | |
| "eval_macro avg": { | |
| "f1-score": 0.8489724662719027, | |
| "precision": 0.8544356732810428, | |
| "recall": 0.8446148850232601, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9224, | |
| "eval_samples_per_second": 16.252, | |
| "eval_steps_per_second": 2.032, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9058074210256117, | |
| "precision": 0.9047621091758847, | |
| "recall": 0.9077117572692794, | |
| "support": 32431.0 | |
| }, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6643835616438356, | |
| "precision": 0.7265917602996255, | |
| "recall": 0.61198738170347, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9113924050632912, | |
| "precision": 0.8944099378881988, | |
| "recall": 0.9290322580645162, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8954518606024808, | |
| "precision": 0.871264367816092, | |
| "recall": 0.9210206561360875, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6607098535616778, | |
| "precision": 0.7167474421109317, | |
| "recall": 0.6127992633517495, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9103066635923449, | |
| "precision": 0.8879892037786775, | |
| "recall": 0.9337748344370861, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9118409680207432, | |
| "precision": 0.8940046606878045, | |
| "recall": 0.9304034688028221, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9983714828553334, | |
| "precision": 1.0, | |
| "recall": 0.9967482612230151, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.90737257562209, | |
| "eval_loss": 0.6626638174057007, | |
| "eval_macro avg": { | |
| "f1-score": 0.8503509707628153, | |
| "precision": 0.8558581960830471, | |
| "recall": 0.8479665891026781, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9177, | |
| "eval_samples_per_second": 16.268, | |
| "eval_steps_per_second": 2.033, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9048051223322606, | |
| "precision": 0.9038418545958269, | |
| "recall": 0.90737257562209, | |
| "support": 32431.0 | |
| }, | |
| "step": 1296 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6856240126382307, | |
| "precision": 0.6867088607594937, | |
| "recall": 0.6845425867507886, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9131832797427654, | |
| "precision": 0.9102564102564102, | |
| "recall": 0.9161290322580645, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8919902912621359, | |
| "precision": 0.8909090909090909, | |
| "recall": 0.8930741190765492, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6720430107526882, | |
| "precision": 0.682573599240266, | |
| "recall": 0.6618324125230203, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9010318949343339, | |
| "precision": 0.8934883720930232, | |
| "recall": 0.9087038789025544, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9102217019097096, | |
| "precision": 0.9062431703941138, | |
| "recall": 0.9142353200558536, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9988243805389763, | |
| "precision": 1.0, | |
| "recall": 0.9976515219943998, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.90576917147174, | |
| "eval_loss": 0.6958470940589905, | |
| "eval_macro avg": { | |
| "f1-score": 0.8532740816826916, | |
| "precision": 0.8528827862360568, | |
| "recall": 0.853738410223033, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9433, | |
| "eval_samples_per_second": 16.183, | |
| "eval_steps_per_second": 2.023, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9053221272704657, | |
| "precision": 0.9049421722279843, | |
| "recall": 0.90576917147174, | |
| "support": 32431.0 | |
| }, | |
| "step": 1377 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.688, | |
| "precision": 0.698051948051948, | |
| "recall": 0.6782334384858044, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9180327868852459, | |
| "precision": 0.9333333333333333, | |
| "recall": 0.9032258064516129, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8942307692307692, | |
| "precision": 0.8846611177170036, | |
| "recall": 0.9040097205346294, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6798171758479673, | |
| "precision": 0.7118387909319899, | |
| "recall": 0.6505524861878453, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9276937618147448, | |
| "precision": 0.9268177525967894, | |
| "recall": 0.9285714285714286, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9138506163886876, | |
| "precision": 0.9018822013883919, | |
| "recall": 0.9261409568604395, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999096739228616, | |
| "precision": 0.9999096739228616, | |
| "recall": 0.9999096739228616, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.911473590083562, | |
| "eval_loss": 0.6612581014633179, | |
| "eval_macro avg": { | |
| "f1-score": 0.8602192548700395, | |
| "precision": 0.865213545420331, | |
| "recall": 0.8558062158592316, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9167, | |
| "eval_samples_per_second": 16.271, | |
| "eval_steps_per_second": 2.034, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9100977079524204, | |
| "precision": 0.9092367421655284, | |
| "recall": 0.911473590083562, | |
| "support": 32431.0 | |
| }, | |
| "step": 1458 | |
| }, | |
| { | |
| "epoch": 18.52, | |
| "grad_norm": 0.010771242901682854, | |
| "learning_rate": 1.2592592592592593e-05, | |
| "loss": 0.0083, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6950819672131147, | |
| "precision": 0.7235494880546075, | |
| "recall": 0.668769716088328, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9049180327868852, | |
| "precision": 0.92, | |
| "recall": 0.8903225806451613, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.9021479713603818, | |
| "precision": 0.8862837045720985, | |
| "recall": 0.9185905224787363, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6773359596208298, | |
| "precision": 0.7279703625297698, | |
| "recall": 0.6332872928176796, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8959923664122137, | |
| "precision": 0.9037536092396535, | |
| "recall": 0.8883632923368022, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9165171200918814, | |
| "precision": 0.8956857243072606, | |
| "recall": 0.9383405600058793, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9978274644699919, | |
| "precision": 1.0, | |
| "recall": 0.9956643482973534, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9104252104467947, | |
| "eval_loss": 0.6561155319213867, | |
| "eval_macro avg": { | |
| "f1-score": 0.8556886974221856, | |
| "precision": 0.865320412671913, | |
| "recall": 0.8476197589528487, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9567, | |
| "eval_samples_per_second": 16.14, | |
| "eval_steps_per_second": 2.017, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9083143486955053, | |
| "precision": 0.9075517471550982, | |
| "recall": 0.9104252104467947, | |
| "support": 32431.0 | |
| }, | |
| "step": 1539 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6833333333333333, | |
| "precision": 0.7243816254416962, | |
| "recall": 0.6466876971608833, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9050632911392404, | |
| "precision": 0.8881987577639752, | |
| "recall": 0.9225806451612903, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8997613365155133, | |
| "precision": 0.8839390386869871, | |
| "recall": 0.9161603888213852, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6925646418409007, | |
| "precision": 0.7485958812516715, | |
| "recall": 0.6443370165745856, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9094717244589248, | |
| "precision": 0.8950984883188273, | |
| "recall": 0.924314096499527, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9203195854027206, | |
| "precision": 0.9017561182029762, | |
| "recall": 0.9396634085397222, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9982808541440463, | |
| "precision": 1.0, | |
| "recall": 0.9965676090687381, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9149887453362523, | |
| "eval_loss": 0.6437746286392212, | |
| "eval_macro avg": { | |
| "f1-score": 0.8583992524049543, | |
| "precision": 0.8631385585237333, | |
| "recall": 0.8557586945465904, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9174, | |
| "eval_samples_per_second": 16.269, | |
| "eval_steps_per_second": 2.034, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9128082705193213, | |
| "precision": 0.9120938553978903, | |
| "recall": 0.9149887453362523, | |
| "support": 32431.0 | |
| }, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6677631578947368, | |
| "precision": 0.697594501718213, | |
| "recall": 0.6403785488958991, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8903654485049834, | |
| "precision": 0.9178082191780822, | |
| "recall": 0.864516129032258, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8954869358669834, | |
| "precision": 0.875725900116144, | |
| "recall": 0.9161603888213852, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6630760023937762, | |
| "precision": 0.6906008476689105, | |
| "recall": 0.6376611418047882, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8958130477117819, | |
| "precision": 0.9227683049147443, | |
| "recall": 0.8703878902554399, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9106195648251723, | |
| "precision": 0.8945129732028924, | |
| "recall": 0.9273168222238554, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9977821029285294, | |
| "precision": 1.0, | |
| "recall": 0.995574022220215, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9047207918349727, | |
| "eval_loss": 0.7204756736755371, | |
| "eval_macro avg": { | |
| "f1-score": 0.8458437514465661, | |
| "precision": 0.8570015352569981, | |
| "recall": 0.8359992776076915, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9231, | |
| "eval_samples_per_second": 16.25, | |
| "eval_steps_per_second": 2.031, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9033970685809433, | |
| "precision": 0.9027615692407923, | |
| "recall": 0.9047207918349727, | |
| "support": 32431.0 | |
| }, | |
| "step": 1701 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6976, | |
| "precision": 0.7077922077922078, | |
| "recall": 0.6876971608832808, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9155844155844156, | |
| "precision": 0.9215686274509803, | |
| "recall": 0.9096774193548387, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8986731001206273, | |
| "precision": 0.8922155688622755, | |
| "recall": 0.905224787363305, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.695459320649002, | |
| "precision": 0.7054226852948141, | |
| "recall": 0.6857734806629834, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9150853889943075, | |
| "precision": 0.917697431018078, | |
| "recall": 0.9124881740775781, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9140016812251014, | |
| "precision": 0.9091173476806748, | |
| "recall": 0.9189387815095171, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999322095177837, | |
| "precision": 1.0, | |
| "recall": 0.9986451088429229, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9118436064259505, | |
| "eval_loss": 0.7220445871353149, | |
| "eval_macro avg": { | |
| "f1-score": 0.8622465716787558, | |
| "precision": 0.8648305525855757, | |
| "recall": 0.8597778446706323, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8992, | |
| "eval_samples_per_second": 16.329, | |
| "eval_steps_per_second": 2.041, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9114287052262304, | |
| "precision": 0.9110799834813146, | |
| "recall": 0.9118436064259505, | |
| "support": 32431.0 | |
| }, | |
| "step": 1782 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6832504145936982, | |
| "precision": 0.7202797202797203, | |
| "recall": 0.6498422712933754, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.910828025477707, | |
| "precision": 0.89937106918239, | |
| "recall": 0.9225806451612903, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8956469886702446, | |
| "precision": 0.8793911007025761, | |
| "recall": 0.9125151883353585, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.676206645646374, | |
| "precision": 0.7145053818554588, | |
| "recall": 0.641804788213628, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9027875380651206, | |
| "precision": 0.894199535962877, | |
| "recall": 0.9115421002838221, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.913811834576664, | |
| "precision": 0.9007639037624046, | |
| "recall": 0.9272433306386418, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998644925245043, | |
| "precision": 1.0, | |
| "recall": 0.9997290217685846, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9096235083716198, | |
| "eval_loss": 0.7609456181526184, | |
| "eval_macro avg": { | |
| "f1-score": 0.8546279913649018, | |
| "precision": 0.8583586731064896, | |
| "recall": 0.8521796208135287, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9475, | |
| "eval_samples_per_second": 16.17, | |
| "eval_steps_per_second": 2.021, | |
| "eval_weighted avg": { | |
| "f1-score": 0.907913975857415, | |
| "precision": 0.9069505627094704, | |
| "recall": 0.9096235083716198, | |
| "support": 32431.0 | |
| }, | |
| "step": 1863 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6968749999999999, | |
| "precision": 0.6904024767801857, | |
| "recall": 0.7034700315457413, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9131832797427654, | |
| "precision": 0.9102564102564102, | |
| "recall": 0.9161290322580645, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8922702373706634, | |
| "precision": 0.8939024390243903, | |
| "recall": 0.8906439854191981, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6863417982155113, | |
| "precision": 0.6821282401091405, | |
| "recall": 0.6906077348066298, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.903548463919981, | |
| "precision": 0.9098321342925659, | |
| "recall": 0.8973509933774835, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9113179092948837, | |
| "precision": 0.9122238586156112, | |
| "recall": 0.910413757624752, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999096657633243, | |
| "precision": 1.0, | |
| "recall": 0.999819347845723, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.908143443002066, | |
| "eval_loss": 0.7767113447189331, | |
| "eval_macro avg": { | |
| "f1-score": 0.857635193472447, | |
| "precision": 0.8569636512969006, | |
| "recall": 0.8583478404110846, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9392, | |
| "eval_samples_per_second": 16.197, | |
| "eval_steps_per_second": 2.025, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9083489289362786, | |
| "precision": 0.9085692481624786, | |
| "recall": 0.908143443002066, | |
| "support": 32431.0 | |
| }, | |
| "step": 1944 | |
| }, | |
| { | |
| "epoch": 24.69, | |
| "grad_norm": 0.007521071936935186, | |
| "learning_rate": 1.0123456790123458e-05, | |
| "loss": 0.0037, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6971080669710807, | |
| "precision": 0.6735294117647059, | |
| "recall": 0.722397476340694, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9196141479099678, | |
| "precision": 0.9166666666666666, | |
| "recall": 0.9225806451612903, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8868388683886839, | |
| "precision": 0.8978829389788294, | |
| "recall": 0.8760631834750912, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6842635052007605, | |
| "precision": 0.6654339786817489, | |
| "recall": 0.7041896869244936, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9163140573577808, | |
| "precision": 0.9107476635514019, | |
| "recall": 0.9219489120151372, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9042813682570305, | |
| "precision": 0.9130890836892186, | |
| "recall": 0.8956419489968399, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9989601699896017, | |
| "precision": 1.0, | |
| "recall": 0.9979225002258152, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9045666183589776, | |
| "eval_loss": 0.7725499272346497, | |
| "eval_macro avg": { | |
| "f1-score": 0.8581971691535578, | |
| "precision": 0.8539071061903674, | |
| "recall": 0.8629634790199088, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.957, | |
| "eval_samples_per_second": 16.139, | |
| "eval_steps_per_second": 2.017, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9055214160067376, | |
| "precision": 0.906722541443147, | |
| "recall": 0.9045666183589776, | |
| "support": 32431.0 | |
| }, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6904376012965964, | |
| "precision": 0.71, | |
| "recall": 0.6719242902208202, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9022082018927444, | |
| "precision": 0.8827160493827161, | |
| "recall": 0.9225806451612903, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8958458759783263, | |
| "precision": 0.8878281622911695, | |
| "recall": 0.9040097205346294, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6721173500060118, | |
| "precision": 0.7034986156556758, | |
| "recall": 0.6434162062615101, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9087940284581292, | |
| "precision": 0.8964565117349287, | |
| "recall": 0.9214758751182592, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.911746539258075, | |
| "precision": 0.9016240298936476, | |
| "recall": 0.9220989196736974, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998193315266486, | |
| "precision": 0.9999096576023128, | |
| "recall": 0.9997290217685846, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9083284511732601, | |
| "eval_loss": 0.7629147171974182, | |
| "eval_macro avg": { | |
| "f1-score": 0.8544241326309331, | |
| "precision": 0.8545761466514928, | |
| "recall": 0.8550335255341129, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9235, | |
| "eval_samples_per_second": 16.249, | |
| "eval_steps_per_second": 2.031, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9069099155264195, | |
| "precision": 0.9059874383002041, | |
| "recall": 0.9083284511732601, | |
| "support": 32431.0 | |
| }, | |
| "step": 2106 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.701639344262295, | |
| "precision": 0.7303754266211604, | |
| "recall": 0.6750788643533123, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9166666666666666, | |
| "precision": 0.910828025477707, | |
| "recall": 0.9225806451612903, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.9017964071856287, | |
| "precision": 0.8890200708382526, | |
| "recall": 0.9149453219927096, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6878357407186343, | |
| "precision": 0.7143565583932556, | |
| "recall": 0.6632136279926335, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9198392054859305, | |
| "precision": 0.9196217494089834, | |
| "recall": 0.9200567644276254, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9161731041749935, | |
| "precision": 0.906065832973983, | |
| "recall": 0.9265084147865069, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9997741950051934, | |
| "precision": 0.9997290462427746, | |
| "recall": 0.999819347845723, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.913076994233912, | |
| "eval_loss": 0.7461331486701965, | |
| "eval_macro avg": { | |
| "f1-score": 0.8633892376427632, | |
| "precision": 0.8671423871365881, | |
| "recall": 0.8603147123656859, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9043, | |
| "eval_samples_per_second": 16.312, | |
| "eval_steps_per_second": 2.039, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9119067413298663, | |
| "precision": 0.9111175788791426, | |
| "recall": 0.913076994233912, | |
| "support": 32431.0 | |
| }, | |
| "step": 2187 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.69375, | |
| "precision": 0.6873065015479877, | |
| "recall": 0.7003154574132492, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9096989966555183, | |
| "precision": 0.9444444444444444, | |
| "recall": 0.8774193548387097, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8948004836759371, | |
| "precision": 0.8904933814681107, | |
| "recall": 0.8991494532199271, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6768418636676612, | |
| "precision": 0.6748283752860412, | |
| "recall": 0.6788674033149171, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9071392910634049, | |
| "precision": 0.9603594080338267, | |
| "recall": 0.8595080416272469, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9102119741690686, | |
| "precision": 0.9037820605709318, | |
| "recall": 0.9167340339531124, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998193315266486, | |
| "precision": 0.9999096576023128, | |
| "recall": 0.9997290217685846, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9067250470229101, | |
| "eval_loss": 0.7586968541145325, | |
| "eval_macro avg": { | |
| "f1-score": 0.8560374201083196, | |
| "precision": 0.8658748327076651, | |
| "recall": 0.847388966590821, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 5.0076, | |
| "eval_samples_per_second": 15.976, | |
| "eval_steps_per_second": 1.997, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9068326774221362, | |
| "precision": 0.9073589365470631, | |
| "recall": 0.9067250470229101, | |
| "support": 32431.0 | |
| }, | |
| "step": 2268 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6825396825396827, | |
| "precision": 0.6869009584664537, | |
| "recall": 0.6782334384858044, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9055374592833876, | |
| "precision": 0.9144736842105263, | |
| "recall": 0.896774193548387, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.893719806763285, | |
| "precision": 0.8883553421368547, | |
| "recall": 0.8991494532199271, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6749443598453789, | |
| "precision": 0.6870975435249225, | |
| "recall": 0.6632136279926335, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9090909090909092, | |
| "precision": 0.9196515004840271, | |
| "recall": 0.8987701040681173, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9108261693137113, | |
| "precision": 0.9029974720115566, | |
| "recall": 0.9187917983390902, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9980995475113122, | |
| "precision": 1.0, | |
| "recall": 0.9962063047601842, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9067250470229101, | |
| "eval_loss": 0.796188473701477, | |
| "eval_macro avg": { | |
| "f1-score": 0.8535368477639526, | |
| "precision": 0.857068071547763, | |
| "recall": 0.8501627029163064, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9618, | |
| "eval_samples_per_second": 16.123, | |
| "eval_steps_per_second": 2.015, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9062194518780211, | |
| "precision": 0.9058490047862192, | |
| "recall": 0.9067250470229101, | |
| "support": 32431.0 | |
| }, | |
| "step": 2349 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6710097719869706, | |
| "precision": 0.6936026936026936, | |
| "recall": 0.6498422712933754, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.89375, | |
| "precision": 0.8666666666666667, | |
| "recall": 0.9225806451612903, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.893848009650181, | |
| "precision": 0.8874251497005988, | |
| "recall": 0.9003645200486027, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6677052127022169, | |
| "precision": 0.69632591852037, | |
| "recall": 0.6413443830570903, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8996555683122847, | |
| "precision": 0.8741633199464525, | |
| "recall": 0.9266792809839167, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9106609341980617, | |
| "precision": 0.903027675410073, | |
| "recall": 0.9184243404130227, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9988248056409328, | |
| "precision": 0.9996381073011852, | |
| "recall": 0.9980128263029536, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9059541796429342, | |
| "eval_loss": 0.8091421127319336, | |
| "eval_macro avg": { | |
| "f1-score": 0.8479220432129496, | |
| "precision": 0.8458356473068627, | |
| "recall": 0.8510354667514646, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 5.049, | |
| "eval_samples_per_second": 15.845, | |
| "eval_steps_per_second": 1.981, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9046472304257149, | |
| "precision": 0.9038225277994681, | |
| "recall": 0.9059541796429342, | |
| "support": 32431.0 | |
| }, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 30.86, | |
| "grad_norm": 0.0011433030012995005, | |
| "learning_rate": 7.654320987654322e-06, | |
| "loss": 0.002, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6802507836990596, | |
| "precision": 0.67601246105919, | |
| "recall": 0.6845425867507886, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9096774193548387, | |
| "precision": 0.9096774193548387, | |
| "recall": 0.9096774193548387, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8876745598057073, | |
| "precision": 0.8871359223300971, | |
| "recall": 0.8882138517618469, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6758359023002134, | |
| "precision": 0.6968215158924206, | |
| "recall": 0.6560773480662984, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9129821260583255, | |
| "precision": 0.9078578110383536, | |
| "recall": 0.9181646168401135, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9112844437964718, | |
| "precision": 0.9039699182876564, | |
| "recall": 0.9187183067538767, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9996839015579136, | |
| "precision": 0.999548491963157, | |
| "recall": 0.999819347845723, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9080817736116679, | |
| "eval_loss": 0.8016564249992371, | |
| "eval_macro avg": { | |
| "f1-score": 0.8539127337960757, | |
| "precision": 0.8544319342751019, | |
| "recall": 0.8536019253390694, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9624, | |
| "eval_samples_per_second": 16.121, | |
| "eval_steps_per_second": 2.015, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9071696505232147, | |
| "precision": 0.9064763012077777, | |
| "recall": 0.9080817736116679, | |
| "support": 32431.0 | |
| }, | |
| "step": 2511 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.699367088607595, | |
| "precision": 0.7015873015873015, | |
| "recall": 0.6971608832807571, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9073482428115016, | |
| "precision": 0.8987341772151899, | |
| "recall": 0.9161290322580645, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8998178506375226, | |
| "precision": 0.8992718446601942, | |
| "recall": 0.9003645200486027, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.674114114114114, | |
| "precision": 0.7048480281336348, | |
| "recall": 0.6459484346224678, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9130636913063692, | |
| "precision": 0.8976234003656307, | |
| "recall": 0.9290444654683065, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.913888989858602, | |
| "precision": 0.9041283084004603, | |
| "recall": 0.9238627177188212, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9991866979938551, | |
| "precision": 0.9996383690443902, | |
| "recall": 0.9987354349200614, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9096851777620178, | |
| "eval_loss": 0.8070256114006042, | |
| "eval_macro avg": { | |
| "f1-score": 0.858112382189937, | |
| "precision": 0.8579759184866861, | |
| "recall": 0.8587493554738688, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9602, | |
| "eval_samples_per_second": 16.128, | |
| "eval_steps_per_second": 2.016, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9083512753053686, | |
| "precision": 0.90748708577928, | |
| "recall": 0.9096851777620178, | |
| "support": 32431.0 | |
| }, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6867088607594937, | |
| "precision": 0.6888888888888889, | |
| "recall": 0.6845425867507886, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9161290322580645, | |
| "precision": 0.9161290322580645, | |
| "recall": 0.9161290322580645, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8917120387174833, | |
| "precision": 0.8879518072289156, | |
| "recall": 0.8955042527339003, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6777020447906524, | |
| "precision": 0.71900826446281, | |
| "recall": 0.6408839779005525, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9200660221645838, | |
| "precision": 0.9172543488481429, | |
| "recall": 0.9228949858088931, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9157149053057683, | |
| "precision": 0.9009316549320816, | |
| "recall": 0.93099140148453, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9996386956914461, | |
| "precision": 0.9996386956914461, | |
| "recall": 0.9996386956914461, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9116585982547563, | |
| "eval_loss": 0.823725700378418, | |
| "eval_macro avg": { | |
| "f1-score": 0.858238799955356, | |
| "precision": 0.8614003846157642, | |
| "recall": 0.8557978475183107, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9155, | |
| "eval_samples_per_second": 16.275, | |
| "eval_steps_per_second": 2.034, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9099212385263286, | |
| "precision": 0.9089940716622809, | |
| "recall": 0.9116585982547563, | |
| "support": 32431.0 | |
| }, | |
| "step": 2673 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6927899686520376, | |
| "precision": 0.6884735202492211, | |
| "recall": 0.6971608832807571, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9196141479099678, | |
| "precision": 0.9166666666666666, | |
| "recall": 0.9225806451612903, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8929440389294404, | |
| "precision": 0.8940316686967114, | |
| "recall": 0.8918590522478737, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6815160349854228, | |
| "precision": 0.6906168754431576, | |
| "recall": 0.6726519337016574, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9175862878610003, | |
| "precision": 0.9109557109557109, | |
| "recall": 0.924314096499527, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9118692513466964, | |
| "precision": 0.9093699751498319, | |
| "recall": 0.9143823032262806, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999729070712544, | |
| "precision": 0.999548532731377, | |
| "recall": 0.9999096739228616, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9091918226388332, | |
| "eval_loss": 0.8422325849533081, | |
| "eval_macro avg": { | |
| "f1-score": 0.8594355429138727, | |
| "precision": 0.8585232785560966, | |
| "recall": 0.8604083697200353, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9469, | |
| "eval_samples_per_second": 16.172, | |
| "eval_steps_per_second": 2.021, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9087951672928857, | |
| "precision": 0.9084430526412389, | |
| "recall": 0.9091918226388332, | |
| "support": 32431.0 | |
| }, | |
| "step": 2754 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.68, | |
| "precision": 0.7208480565371025, | |
| "recall": 0.6435331230283912, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9206349206349206, | |
| "precision": 0.90625, | |
| "recall": 0.9354838709677419, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.897910447761194, | |
| "precision": 0.8826291079812206, | |
| "recall": 0.913730255164034, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6727050183598531, | |
| "precision": 0.7182435964453737, | |
| "recall": 0.6325966850828729, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9136773894931729, | |
| "precision": 0.894426823742637, | |
| "recall": 0.9337748344370861, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9146681135829264, | |
| "precision": 0.9006268699244907, | |
| "recall": 0.9291541118541927, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9992771955186122, | |
| "precision": 0.9995481247175779, | |
| "recall": 0.9990064131514769, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9104252104467947, | |
| "eval_loss": 0.8378845453262329, | |
| "eval_macro avg": { | |
| "f1-score": 0.8569818693358113, | |
| "precision": 0.8603675113354861, | |
| "recall": 0.8553256133836852, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9164, | |
| "eval_samples_per_second": 16.272, | |
| "eval_steps_per_second": 2.034, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9083861171551627, | |
| "precision": 0.9073749479187287, | |
| "recall": 0.9104252104467947, | |
| "support": 32431.0 | |
| }, | |
| "step": 2835 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.674496644295302, | |
| "precision": 0.7204301075268817, | |
| "recall": 0.6340694006309149, | |
| "support": 317.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9108910891089109, | |
| "precision": 0.9324324324324325, | |
| "recall": 0.8903225806451613, | |
| "support": 155.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.9000591366055587, | |
| "precision": 0.8767281105990783, | |
| "recall": 0.9246658566221142, | |
| "support": 823.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6687843616371411, | |
| "precision": 0.7125748502994012, | |
| "recall": 0.6300644567219152, | |
| "support": 4344.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9068203650336216, | |
| "precision": 0.9209756097560976, | |
| "recall": 0.8930936613055819, | |
| "support": 2114.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9150956972226219, | |
| "precision": 0.8963281415180774, | |
| "recall": 0.9346659807452047, | |
| "support": 13607.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9989605459393501, | |
| "precision": 0.9996382054992764, | |
| "recall": 0.998283804534369, | |
| "support": 11071.0 | |
| }, | |
| "eval_accuracy": 0.9094693348956245, | |
| "eval_loss": 0.8216572999954224, | |
| "eval_macro avg": { | |
| "f1-score": 0.8535868342632151, | |
| "precision": 0.8655867796616066, | |
| "recall": 0.8435951058864658, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.9406, | |
| "eval_samples_per_second": 16.192, | |
| "eval_steps_per_second": 2.024, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9074394591383382, | |
| "precision": 0.9065446575677608, | |
| "recall": 0.9094693348956245, | |
| "support": 32431.0 | |
| }, | |
| "step": 2916 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 5176469257848000.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |