| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 50.0, | |
| "eval_steps": 500, | |
| "global_step": 4050, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_Claim": { | |
| "f1-score": 0.44734338904742493, | |
| "precision": 0.5477537437603993, | |
| "recall": 0.3780431786862655, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.6504965622612681, | |
| "precision": 0.5898856944925528, | |
| "recall": 0.7249893571732652, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8859784283513097, | |
| "precision": 0.8689081979599547, | |
| "recall": 0.9037328094302554, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8720120805863504, | |
| "precision": 0.859258183929738, | |
| "recall": 0.8851502916105877, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8059953068711373, | |
| "eval_loss": 0.47828415036201477, | |
| "eval_macro avg": { | |
| "f1-score": 0.7139576150615883, | |
| "precision": 0.7164514550356611, | |
| "recall": 0.7229789092250934, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8422, | |
| "eval_samples_per_second": 16.728, | |
| "eval_steps_per_second": 2.272, | |
| "eval_weighted avg": { | |
| "f1-score": 0.7984036588902531, | |
| "precision": 0.7967665566250599, | |
| "recall": 0.8059953068711373, | |
| "support": 30257.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5787561000934482, | |
| "precision": 0.5281409891984082, | |
| "recall": 0.6401010564997703, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7702650787552824, | |
| "precision": 0.7017850892544627, | |
| "recall": 0.8535547041294168, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9095337508698677, | |
| "precision": 0.9206077681626081, | |
| "recall": 0.8987229862475442, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8736648538675224, | |
| "precision": 0.9162905211325401, | |
| "recall": 0.8348287722446538, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8297584030141786, | |
| "eval_loss": 0.4241589605808258, | |
| "eval_macro avg": { | |
| "f1-score": 0.7830549458965301, | |
| "precision": 0.7667060919370048, | |
| "recall": 0.8068018797803463, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8636, | |
| "eval_samples_per_second": 16.654, | |
| "eval_steps_per_second": 2.262, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8352680063880269, | |
| "precision": 0.8452350051608073, | |
| "recall": 0.8297584030141786, | |
| "support": 30257.0 | |
| }, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5728465083303793, | |
| "precision": 0.5899245558530056, | |
| "recall": 0.5567294441892513, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7862876979822088, | |
| "precision": 0.8017699115044248, | |
| "recall": 0.7713920817369093, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.914532821534425, | |
| "precision": 0.9048168445341794, | |
| "recall": 0.9244597249508841, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8880533114924986, | |
| "precision": 0.8843330614665975, | |
| "recall": 0.8918049947659639, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8452258981392735, | |
| "eval_loss": 0.41067537665367126, | |
| "eval_macro avg": { | |
| "f1-score": 0.7904300848348779, | |
| "precision": 0.7952110933395518, | |
| "recall": 0.7860965614107521, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8684, | |
| "eval_samples_per_second": 16.638, | |
| "eval_steps_per_second": 2.259, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8437033615676307, | |
| "precision": 0.8424495118392472, | |
| "recall": 0.8452258981392735, | |
| "support": 30257.0 | |
| }, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5865384615384616, | |
| "precision": 0.5714596949891068, | |
| "recall": 0.6024345429490124, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7783630470016208, | |
| "precision": 0.7425589485890993, | |
| "recall": 0.8177948063005535, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9108591535529275, | |
| "precision": 0.9063411787589963, | |
| "recall": 0.9154223968565816, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8868256151612411, | |
| "precision": 0.9067823097358962, | |
| "recall": 0.8677284282937042, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8417225765938461, | |
| "eval_loss": 0.4545813202857971, | |
| "eval_macro avg": { | |
| "f1-score": 0.7906465693135627, | |
| "precision": 0.7817855330182747, | |
| "recall": 0.8008450435999629, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.9112, | |
| "eval_samples_per_second": 16.493, | |
| "eval_steps_per_second": 2.24, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8432797441676475, | |
| "precision": 0.8456313015960876, | |
| "recall": 0.8417225765938461, | |
| "support": 30257.0 | |
| }, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_Claim": { | |
| "f1-score": 0.597399608790703, | |
| "precision": 0.5985704403965875, | |
| "recall": 0.5962333486449242, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7933532168726033, | |
| "precision": 0.7940298507462686, | |
| "recall": 0.7926777352064709, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9101112629318758, | |
| "precision": 0.9042862684251358, | |
| "recall": 0.9160117878192534, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8923677591320345, | |
| "precision": 0.8961019377214808, | |
| "recall": 0.8886645730521908, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.848332617245596, | |
| "eval_loss": 0.48704993724823, | |
| "eval_macro avg": { | |
| "f1-score": 0.7983079619318041, | |
| "precision": 0.7982471243223681, | |
| "recall": 0.7983968611807098, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8769, | |
| "eval_samples_per_second": 16.609, | |
| "eval_steps_per_second": 2.256, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8482045037639816, | |
| "precision": 0.8481162489521332, | |
| "recall": 0.848332617245596, | |
| "support": 30257.0 | |
| }, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6060809300245921, | |
| "precision": 0.5903745644599303, | |
| "recall": 0.6226458429030777, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7858529221479404, | |
| "precision": 0.7963286713286714, | |
| "recall": 0.7756492124308216, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9135615470059578, | |
| "precision": 0.9398504051527115, | |
| "recall": 0.8887033398821218, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.895557603686636, | |
| "precision": 0.88328121591157, | |
| "recall": 0.908180050844923, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8502495290346036, | |
| "eval_loss": 0.5423789024353027, | |
| "eval_macro avg": { | |
| "f1-score": 0.8002632507162816, | |
| "precision": 0.8024587142132208, | |
| "recall": 0.7987946115152361, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.867, | |
| "eval_samples_per_second": 16.643, | |
| "eval_steps_per_second": 2.26, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8514422719925407, | |
| "precision": 0.8534139871324166, | |
| "recall": 0.8502495290346036, | |
| "support": 30257.0 | |
| }, | |
| "step": 486 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "grad_norm": 4.494631767272949, | |
| "learning_rate": 1.7530864197530865e-05, | |
| "loss": 0.35, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6040515653775324, | |
| "precision": 0.6054453161052146, | |
| "recall": 0.6026642168121268, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8052777186635455, | |
| "precision": 0.8051063829787234, | |
| "recall": 0.8054491272882077, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9184720354599332, | |
| "precision": 0.9315082331548641, | |
| "recall": 0.9057956777996071, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8908606921029282, | |
| "precision": 0.8810881965774463, | |
| "recall": 0.9008524001794527, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8521994910268698, | |
| "eval_loss": 0.5764245986938477, | |
| "eval_macro avg": { | |
| "f1-score": 0.8046655029009848, | |
| "precision": 0.8057870322040621, | |
| "recall": 0.8036903555198486, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8398, | |
| "eval_samples_per_second": 16.736, | |
| "eval_steps_per_second": 2.273, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8522343290465387, | |
| "precision": 0.8524880574571969, | |
| "recall": 0.8521994910268698, | |
| "support": 30257.0 | |
| }, | |
| "step": 567 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_Claim": { | |
| "f1-score": 0.597346719254213, | |
| "precision": 0.6227261400448543, | |
| "recall": 0.5739549839228296, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8047001620745543, | |
| "precision": 0.7676845767298028, | |
| "recall": 0.8454661558109834, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9099175618286286, | |
| "precision": 0.9258769700050838, | |
| "recall": 0.8944990176817289, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8942491542873952, | |
| "precision": 0.8797569092750688, | |
| "recall": 0.9092268580828473, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8510757841160723, | |
| "eval_loss": 0.5954988598823547, | |
| "eval_macro avg": { | |
| "f1-score": 0.8015533993611977, | |
| "precision": 0.7990111490137024, | |
| "recall": 0.8057867538745973, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8609, | |
| "eval_samples_per_second": 16.663, | |
| "eval_steps_per_second": 2.263, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8498442431569896, | |
| "precision": 0.8495864475589161, | |
| "recall": 0.8510757841160723, | |
| "support": 30257.0 | |
| }, | |
| "step": 648 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6049033474776048, | |
| "precision": 0.6213075060532688, | |
| "recall": 0.5893431327514929, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.823503227242377, | |
| "precision": 0.8628731343283582, | |
| "recall": 0.787569178373776, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9189658498938837, | |
| "precision": 0.9027672479150872, | |
| "recall": 0.9357563850687622, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8989367655288193, | |
| "precision": 0.8970292606656243, | |
| "recall": 0.9008524001794527, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8589747826949136, | |
| "eval_loss": 0.5689579844474792, | |
| "eval_macro avg": { | |
| "f1-score": 0.8115772975356712, | |
| "precision": 0.8209942872405847, | |
| "recall": 0.803380274093371, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8593, | |
| "eval_samples_per_second": 16.669, | |
| "eval_steps_per_second": 2.264, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8575077142417292, | |
| "precision": 0.8566315824374819, | |
| "recall": 0.8589747826949136, | |
| "support": 30257.0 | |
| }, | |
| "step": 729 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_Claim": { | |
| "f1-score": 0.60162224797219, | |
| "precision": 0.6071094480823199, | |
| "recall": 0.5962333486449242, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8131676477000218, | |
| "precision": 0.8333333333333334, | |
| "recall": 0.7939548744146445, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9197247706422018, | |
| "precision": 0.9338801134062373, | |
| "recall": 0.905992141453831, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9008479864909512, | |
| "precision": 0.884834499170693, | |
| "recall": 0.9174517720951099, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8577849753775986, | |
| "eval_loss": 0.7088457942008972, | |
| "eval_macro avg": { | |
| "f1-score": 0.8088406632013413, | |
| "precision": 0.8147893484981459, | |
| "recall": 0.8034080341521274, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.9043, | |
| "eval_samples_per_second": 16.516, | |
| "eval_steps_per_second": 2.243, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8573332851434664, | |
| "precision": 0.8573728619273148, | |
| "recall": 0.8577849753775986, | |
| "support": 30257.0 | |
| }, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6253176253176252, | |
| "precision": 0.6289498141263941, | |
| "recall": 0.6217271474506201, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7947071414672116, | |
| "precision": 0.7318996415770609, | |
| "recall": 0.8693060876968923, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9110249527786062, | |
| "precision": 0.9221171261823304, | |
| "recall": 0.900196463654224, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8996578818752584, | |
| "precision": 0.9047258979206049, | |
| "recall": 0.8946463286974727, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8552731599299336, | |
| "eval_loss": 0.7312190532684326, | |
| "eval_macro avg": { | |
| "f1-score": 0.8076769003596753, | |
| "precision": 0.7969231199515976, | |
| "recall": 0.8214690068748023, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.9029, | |
| "eval_samples_per_second": 16.521, | |
| "eval_steps_per_second": 2.244, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8558567785115953, | |
| "precision": 0.857475501606145, | |
| "recall": 0.8552731599299336, | |
| "support": 30257.0 | |
| }, | |
| "step": 891 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_Claim": { | |
| "f1-score": 0.633677135241627, | |
| "precision": 0.6395321637426901, | |
| "recall": 0.6279283417547084, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8290997764681975, | |
| "precision": 0.7931570762052877, | |
| "recall": 0.8684546615581098, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.916678984971668, | |
| "precision": 0.9196243203163619, | |
| "recall": 0.9137524557956778, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9029209944129889, | |
| "precision": 0.905603610379842, | |
| "recall": 0.9002542246149244, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8631391083055161, | |
| "eval_loss": 0.7092207074165344, | |
| "eval_macro avg": { | |
| "f1-score": 0.8205942227736204, | |
| "precision": 0.8144792926610454, | |
| "recall": 0.8275974209308551, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8734, | |
| "eval_samples_per_second": 16.621, | |
| "eval_steps_per_second": 2.257, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8630744313070275, | |
| "precision": 0.8633032778855295, | |
| "recall": 0.8631391083055161, | |
| "support": 30257.0 | |
| }, | |
| "step": 972 | |
| }, | |
| { | |
| "epoch": 12.35, | |
| "grad_norm": 4.426708698272705, | |
| "learning_rate": 1.506172839506173e-05, | |
| "loss": 0.063, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5936837143530521, | |
| "precision": 0.6096321393998064, | |
| "recall": 0.5785484611851172, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8065005417118094, | |
| "precision": 0.821270962047661, | |
| "recall": 0.7922520221370796, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9133826964170352, | |
| "precision": 0.9242683294780247, | |
| "recall": 0.9027504911591355, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.901282521069989, | |
| "precision": 0.883730957171601, | |
| "recall": 0.9195453865709585, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.854942657897346, | |
| "eval_loss": 0.7807008624076843, | |
| "eval_macro avg": { | |
| "f1-score": 0.8037123683879714, | |
| "precision": 0.8097255970242733, | |
| "recall": 0.7982740902630727, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8517, | |
| "eval_samples_per_second": 16.695, | |
| "eval_steps_per_second": 2.267, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8537315976828396, | |
| "precision": 0.8530777420132861, | |
| "recall": 0.854942657897346, | |
| "support": 30257.0 | |
| }, | |
| "step": 1053 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6335702820454024, | |
| "precision": 0.632554945054945, | |
| "recall": 0.6345888837850253, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8183556405353729, | |
| "precision": 0.816793893129771, | |
| "recall": 0.8199233716475096, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9172396976347231, | |
| "precision": 0.9107990314769976, | |
| "recall": 0.9237721021611002, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8981941309255079, | |
| "precision": 0.9039073148568832, | |
| "recall": 0.8925527142216241, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8602967908252636, | |
| "eval_loss": 0.7879041433334351, | |
| "eval_macro avg": { | |
| "f1-score": 0.8168399377852517, | |
| "precision": 0.8160137961296492, | |
| "recall": 0.8177092679538147, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.864, | |
| "eval_samples_per_second": 16.653, | |
| "eval_steps_per_second": 2.262, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8603242501425289, | |
| "precision": 0.8604152313535001, | |
| "recall": 0.8602967908252636, | |
| "support": 30257.0 | |
| }, | |
| "step": 1134 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6212592513139547, | |
| "precision": 0.5828134433487623, | |
| "recall": 0.6651355075792375, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7988422575976845, | |
| "precision": 0.7765273311897106, | |
| "recall": 0.822477650063857, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9143625765954267, | |
| "precision": 0.9276255938542404, | |
| "recall": 0.9014734774066797, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8928883984627678, | |
| "precision": 0.9090416053304409, | |
| "recall": 0.8772992373261552, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8506461314737086, | |
| "eval_loss": 0.8185116052627563, | |
| "eval_macro avg": { | |
| "f1-score": 0.8068381209924584, | |
| "precision": 0.7990019934307886, | |
| "recall": 0.8165964680939823, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8575, | |
| "eval_samples_per_second": 16.675, | |
| "eval_steps_per_second": 2.265, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8537245501570023, | |
| "precision": 0.8580620487302317, | |
| "recall": 0.8506461314737086, | |
| "support": 30257.0 | |
| }, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_Claim": { | |
| "f1-score": 0.620457750298297, | |
| "precision": 0.5878725590955807, | |
| "recall": 0.6568672485071199, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8217720482913852, | |
| "precision": 0.7911741528762806, | |
| "recall": 0.8548318433375904, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9171081176529942, | |
| "precision": 0.9427445285758739, | |
| "recall": 0.8928290766208251, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8952495580546884, | |
| "precision": 0.900703852266707, | |
| "recall": 0.8898609241812472, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8546121558647586, | |
| "eval_loss": 0.8933361768722534, | |
| "eval_macro avg": { | |
| "f1-score": 0.8136468685743412, | |
| "precision": 0.8056237732036106, | |
| "recall": 0.8235972731616956, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.839, | |
| "eval_samples_per_second": 16.739, | |
| "eval_steps_per_second": 2.273, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8573567707758909, | |
| "precision": 0.8613285464033407, | |
| "recall": 0.8546121558647586, | |
| "support": 30257.0 | |
| }, | |
| "step": 1296 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_Claim": { | |
| "f1-score": 0.577664702731655, | |
| "precision": 0.6926782273603083, | |
| "recall": 0.49540652273771246, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8222534645511148, | |
| "precision": 0.7783269961977186, | |
| "recall": 0.8714346530438485, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9173265135494024, | |
| "precision": 0.9185462424899045, | |
| "recall": 0.9161100196463654, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.901492752578063, | |
| "precision": 0.8705431754874652, | |
| "recall": 0.9347240915208613, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8603298410285223, | |
| "eval_loss": 0.8753499984741211, | |
| "eval_macro avg": { | |
| "f1-score": 0.8046843583525589, | |
| "precision": 0.8150236603838491, | |
| "recall": 0.8044188217371968, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8417, | |
| "eval_samples_per_second": 16.73, | |
| "eval_steps_per_second": 2.272, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8540692561997597, | |
| "precision": 0.8539397922302876, | |
| "recall": 0.8603298410285223, | |
| "support": 30257.0 | |
| }, | |
| "step": 1377 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6204532891100056, | |
| "precision": 0.5981667021956939, | |
| "recall": 0.6444648598989435, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8362068965517241, | |
| "precision": 0.807372175980975, | |
| "recall": 0.8671775223499362, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9045747829039926, | |
| "precision": 0.8936068244991853, | |
| "recall": 0.9158153241650294, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8850831280788178, | |
| "precision": 0.9118953211736717, | |
| "recall": 0.8598026020637057, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8482334666358198, | |
| "eval_loss": 0.9685499668121338, | |
| "eval_macro avg": { | |
| "f1-score": 0.811579524161135, | |
| "precision": 0.8027602559623814, | |
| "recall": 0.8218150771194037, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8521, | |
| "eval_samples_per_second": 16.694, | |
| "eval_steps_per_second": 2.267, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8497662248627994, | |
| "precision": 0.8524817583209754, | |
| "recall": 0.8482334666358198, | |
| "support": 30257.0 | |
| }, | |
| "step": 1458 | |
| }, | |
| { | |
| "epoch": 18.52, | |
| "grad_norm": 0.44517388939857483, | |
| "learning_rate": 1.2592592592592593e-05, | |
| "loss": 0.0216, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6178126034654013, | |
| "precision": 0.5946462715105163, | |
| "recall": 0.6428571428571429, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8151062155782848, | |
| "precision": 0.7575868372943327, | |
| "recall": 0.8820774797786292, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9146588828971454, | |
| "precision": 0.9213595136051032, | |
| "recall": 0.9080550098231827, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8898914207065302, | |
| "precision": 0.9104991394148021, | |
| "recall": 0.870195902497383, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8511418845225898, | |
| "eval_loss": 0.9391252398490906, | |
| "eval_macro avg": { | |
| "f1-score": 0.8093672806618404, | |
| "precision": 0.7960229404561886, | |
| "recall": 0.8257963837390844, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8661, | |
| "eval_samples_per_second": 16.646, | |
| "eval_steps_per_second": 2.261, | |
| "eval_weighted avg": { | |
| "f1-score": 0.853266214902463, | |
| "precision": 0.8568303759789367, | |
| "recall": 0.8511418845225898, | |
| "support": 30257.0 | |
| }, | |
| "step": 1539 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6097087378640776, | |
| "precision": 0.6064530788457169, | |
| "recall": 0.6129995406522738, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8268961376826096, | |
| "precision": 0.7802114803625377, | |
| "recall": 0.8795232013622818, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9215637325877477, | |
| "precision": 0.9370494466443293, | |
| "recall": 0.906581532416503, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.896644596566042, | |
| "precision": 0.8971479901190209, | |
| "recall": 0.8961417676087932, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8576197243613048, | |
| "eval_loss": 0.8915661573410034, | |
| "eval_macro avg": { | |
| "f1-score": 0.8137033011751192, | |
| "precision": 0.8052154989929012, | |
| "recall": 0.8238115105099629, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.864, | |
| "eval_samples_per_second": 16.653, | |
| "eval_steps_per_second": 2.261, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8583235120565212, | |
| "precision": 0.8596633525913644, | |
| "recall": 0.8576197243613048, | |
| "support": 30257.0 | |
| }, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6211416490486258, | |
| "precision": 0.5754014884449667, | |
| "recall": 0.6747818098300413, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8162756902636495, | |
| "precision": 0.7965964343598055, | |
| "recall": 0.8369518944231588, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.911611088790679, | |
| "precision": 0.9325935059597205, | |
| "recall": 0.8915520628683693, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8885090218423553, | |
| "precision": 0.9030190718863408, | |
| "recall": 0.8744579033946464, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8485639686684073, | |
| "eval_loss": 0.9740728735923767, | |
| "eval_macro avg": { | |
| "f1-score": 0.8093843624863275, | |
| "precision": 0.8019026251627084, | |
| "recall": 0.8194359176290539, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.884, | |
| "eval_samples_per_second": 16.585, | |
| "eval_steps_per_second": 2.252, | |
| "eval_weighted avg": { | |
| "f1-score": 0.852199586158436, | |
| "precision": 0.8575629461968616, | |
| "recall": 0.8485639686684073, | |
| "support": 30257.0 | |
| }, | |
| "step": 1701 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6145704312577412, | |
| "precision": 0.6028274795670422, | |
| "recall": 0.6267799724391364, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8148905706688483, | |
| "precision": 0.784251968503937, | |
| "recall": 0.8480204342273308, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9175837613108339, | |
| "precision": 0.9137847053093034, | |
| "recall": 0.9214145383104125, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8915167877105593, | |
| "precision": 0.9070019342359767, | |
| "recall": 0.876551517870495, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.853488448953961, | |
| "eval_loss": 0.9675940871238708, | |
| "eval_macro avg": { | |
| "f1-score": 0.8096403877369956, | |
| "precision": 0.8019665219040648, | |
| "recall": 0.8181916157118437, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8521, | |
| "eval_samples_per_second": 16.694, | |
| "eval_steps_per_second": 2.267, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8544854353433136, | |
| "precision": 0.8559834381654265, | |
| "recall": 0.853488448953961, | |
| "support": 30257.0 | |
| }, | |
| "step": 1782 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5983347015362965, | |
| "precision": 0.6113108075724898, | |
| "recall": 0.5858980248047773, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8269188475918188, | |
| "precision": 0.8553230209281165, | |
| "recall": 0.800340570455513, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9219349129879069, | |
| "precision": 0.9227514268844715, | |
| "recall": 0.9211198428290767, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8949737988043397, | |
| "precision": 0.8835616438356164, | |
| "recall": 0.9066846119336025, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8571239713124236, | |
| "eval_loss": 0.9897539019584656, | |
| "eval_macro avg": { | |
| "f1-score": 0.8105405652300904, | |
| "precision": 0.8182367248051736, | |
| "recall": 0.8035107625057423, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8416, | |
| "eval_samples_per_second": 16.73, | |
| "eval_steps_per_second": 2.272, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8560749136698399, | |
| "precision": 0.8553777302003576, | |
| "recall": 0.8571239713124236, | |
| "support": 30257.0 | |
| }, | |
| "step": 1863 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6090506975161619, | |
| "precision": 0.6016132646202106, | |
| "recall": 0.6166743224621039, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7960317460317461, | |
| "precision": 0.7454477889260498, | |
| "recall": 0.853980417198808, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9115434760806339, | |
| "precision": 0.9310592091784471, | |
| "recall": 0.8928290766208251, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8995695302264645, | |
| "precision": 0.9006821077880219, | |
| "recall": 0.89845969792134, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.852563043262716, | |
| "eval_loss": 0.9720127582550049, | |
| "eval_macro avg": { | |
| "f1-score": 0.8040488624637516, | |
| "precision": 0.7947005926281823, | |
| "recall": 0.8154858785507693, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8503, | |
| "eval_samples_per_second": 16.7, | |
| "eval_steps_per_second": 2.268, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8537541987693271, | |
| "precision": 0.8558147294621835, | |
| "recall": 0.852563043262716, | |
| "support": 30257.0 | |
| }, | |
| "step": 1944 | |
| }, | |
| { | |
| "epoch": 24.69, | |
| "grad_norm": 3.446370840072632, | |
| "learning_rate": 1.0123456790123458e-05, | |
| "loss": 0.0116, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6102259215219976, | |
| "precision": 0.6326429980276134, | |
| "recall": 0.5893431327514929, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8064243448858834, | |
| "precision": 0.8006714225765842, | |
| "recall": 0.8122605363984674, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9169322709163347, | |
| "precision": 0.9298989898989899, | |
| "recall": 0.9043222003929273, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8993844349992672, | |
| "precision": 0.8818077309958328, | |
| "recall": 0.917676087931808, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8577519251743398, | |
| "eval_loss": 1.0132465362548828, | |
| "eval_macro avg": { | |
| "f1-score": 0.8082417430808707, | |
| "precision": 0.811255285374755, | |
| "recall": 0.8059004893686739, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8662, | |
| "eval_samples_per_second": 16.645, | |
| "eval_steps_per_second": 2.26, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8564613940592988, | |
| "precision": 0.8558341242209939, | |
| "recall": 0.8577519251743398, | |
| "support": 30257.0 | |
| }, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6123184326089406, | |
| "precision": 0.6006185111552905, | |
| "recall": 0.6244832338079926, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7939849624060151, | |
| "precision": 0.8013876843018214, | |
| "recall": 0.7867177522349936, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9205986178093769, | |
| "precision": 0.93204469948656, | |
| "recall": 0.9094302554027505, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8996091568955891, | |
| "precision": 0.8957082499444073, | |
| "recall": 0.9035441902198296, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8562977162309549, | |
| "eval_loss": 1.0289610624313354, | |
| "eval_macro avg": { | |
| "f1-score": 0.8066277924299805, | |
| "precision": 0.8074397862220198, | |
| "recall": 0.8060438579163915, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8488, | |
| "eval_samples_per_second": 16.705, | |
| "eval_steps_per_second": 2.269, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8571296534981037, | |
| "precision": 0.8581475309358099, | |
| "recall": 0.8562977162309549, | |
| "support": 30257.0 | |
| }, | |
| "step": 2106 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6028743397617001, | |
| "precision": 0.6480063374702931, | |
| "recall": 0.5636196600826826, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8248976954555244, | |
| "precision": 0.8347863993025283, | |
| "recall": 0.8152405278842061, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9177434297137843, | |
| "precision": 0.9111240197502178, | |
| "recall": 0.9244597249508841, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8988648469931302, | |
| "precision": 0.883512674225464, | |
| "recall": 0.9147599820547331, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8597679875731236, | |
| "eval_loss": 1.0470740795135498, | |
| "eval_macro avg": { | |
| "f1-score": 0.8110950779810349, | |
| "precision": 0.8193573576871258, | |
| "recall": 0.8045199737431264, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8822, | |
| "eval_samples_per_second": 16.591, | |
| "eval_steps_per_second": 2.253, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8568809247486504, | |
| "precision": 0.8551301805022264, | |
| "recall": 0.8597679875731236, | |
| "support": 30257.0 | |
| }, | |
| "step": 2187 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6148011951275568, | |
| "precision": 0.6152253909843606, | |
| "recall": 0.6143775838309601, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.80912003014886, | |
| "precision": 0.7258282623394186, | |
| "recall": 0.9140059599829715, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9129290270324997, | |
| "precision": 0.9418216001671192, | |
| "recall": 0.8857563850687623, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.897985122051512, | |
| "precision": 0.8978844284966734, | |
| "recall": 0.8980858381935098, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8543477542386886, | |
| "eval_loss": 1.0588206052780151, | |
| "eval_macro avg": { | |
| "f1-score": 0.8087088435901071, | |
| "precision": 0.7951899204968929, | |
| "recall": 0.8280564417690509, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8745, | |
| "eval_samples_per_second": 16.617, | |
| "eval_steps_per_second": 2.257, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8553636471531488, | |
| "precision": 0.8586347680535737, | |
| "recall": 0.8543477542386886, | |
| "support": 30257.0 | |
| }, | |
| "step": 2268 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6258845012554212, | |
| "precision": 0.6220508166969148, | |
| "recall": 0.6297657326596233, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8182007064201122, | |
| "precision": 0.7991071428571429, | |
| "recall": 0.8382290336313325, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9212816455696202, | |
| "precision": 0.9275189167662286, | |
| "recall": 0.9151277013752456, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8977727868238817, | |
| "precision": 0.8988831421932388, | |
| "recall": 0.8966651712277554, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8599332385894173, | |
| "eval_loss": 1.013275384902954, | |
| "eval_macro avg": { | |
| "f1-score": 0.8157849100172588, | |
| "precision": 0.8118900046283812, | |
| "recall": 0.8199469097234893, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8916, | |
| "eval_samples_per_second": 16.559, | |
| "eval_steps_per_second": 2.249, | |
| "eval_weighted avg": { | |
| "f1-score": 0.860379911449525, | |
| "precision": 0.8609352431120858, | |
| "recall": 0.8599332385894173, | |
| "support": 30257.0 | |
| }, | |
| "step": 2349 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6191074795725958, | |
| "precision": 0.5691448382126348, | |
| "recall": 0.6786862655029857, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.802213568354171, | |
| "precision": 0.7735177865612648, | |
| "recall": 0.8331204767986378, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9179413083553385, | |
| "precision": 0.9313517338995047, | |
| "recall": 0.9049115913555992, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8899992313014068, | |
| "precision": 0.9156912369503322, | |
| "recall": 0.8657095857634216, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8494563241563936, | |
| "eval_loss": 1.0923724174499512, | |
| "eval_macro avg": { | |
| "f1-score": 0.8073153968958781, | |
| "precision": 0.797426398905934, | |
| "recall": 0.8206069798551611, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.9081, | |
| "eval_samples_per_second": 16.503, | |
| "eval_steps_per_second": 2.241, | |
| "eval_weighted avg": { | |
| "f1-score": 0.853603657884304, | |
| "precision": 0.8600543728816776, | |
| "recall": 0.8494563241563936, | |
| "support": 30257.0 | |
| }, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 30.86, | |
| "grad_norm": 1.9078470468521118, | |
| "learning_rate": 7.654320987654322e-06, | |
| "loss": 0.0059, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6110219368646335, | |
| "precision": 0.5720296533760769, | |
| "recall": 0.655718879191548, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8156672723601858, | |
| "precision": 0.7757296466973886, | |
| "recall": 0.8599404001702853, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9190938511326862, | |
| "precision": 0.9318525996971226, | |
| "recall": 0.906679764243615, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.890513183575064, | |
| "precision": 0.9120482872148624, | |
| "recall": 0.8699715866606849, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.850712231880226, | |
| "eval_loss": 1.0502196550369263, | |
| "eval_macro avg": { | |
| "f1-score": 0.8090740609831424, | |
| "precision": 0.7979150467463627, | |
| "recall": 0.8230776575665333, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8419, | |
| "eval_samples_per_second": 16.729, | |
| "eval_steps_per_second": 2.272, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8540995689442556, | |
| "precision": 0.8591995012400396, | |
| "recall": 0.850712231880226, | |
| "support": 30257.0 | |
| }, | |
| "step": 2511 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5963855421686747, | |
| "precision": 0.6272174353775976, | |
| "recall": 0.5684428112080845, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8180682764363031, | |
| "precision": 0.8004073319755601, | |
| "recall": 0.8365261813537676, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9205133306804616, | |
| "precision": 0.9323861346231358, | |
| "recall": 0.9089390962671906, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9026587563172929, | |
| "precision": 0.8845822566752799, | |
| "recall": 0.9214894571556752, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8598671381828998, | |
| "eval_loss": 1.0191655158996582, | |
| "eval_macro avg": { | |
| "f1-score": 0.8094064764006831, | |
| "precision": 0.8111482896628934, | |
| "recall": 0.8088493864961794, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8429, | |
| "eval_samples_per_second": 16.725, | |
| "eval_steps_per_second": 2.271, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8580258765001771, | |
| "precision": 0.8570960600087044, | |
| "recall": 0.8598671381828998, | |
| "support": 30257.0 | |
| }, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6162361623616236, | |
| "precision": 0.618805002315887, | |
| "recall": 0.6136885622416169, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8282912580847068, | |
| "precision": 0.8121931260229133, | |
| "recall": 0.8450404427415922, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9207272010641968, | |
| "precision": 0.9235939507759218, | |
| "recall": 0.9178781925343812, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8987739234449761, | |
| "precision": 0.8986395574824338, | |
| "recall": 0.8989083295947361, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8600654394024523, | |
| "eval_loss": 1.0603935718536377, | |
| "eval_macro avg": { | |
| "f1-score": 0.8160071362388759, | |
| "precision": 0.813307909149289, | |
| "recall": 0.8188788817780815, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8566, | |
| "eval_samples_per_second": 16.678, | |
| "eval_steps_per_second": 2.265, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8600308614585094, | |
| "precision": 0.8600558711630416, | |
| "recall": 0.8600654394024523, | |
| "support": 30257.0 | |
| }, | |
| "step": 2673 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6198869304955105, | |
| "precision": 0.5991000642811227, | |
| "recall": 0.6421681212677998, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8214212991244145, | |
| "precision": 0.7872755659640905, | |
| "recall": 0.8586632609621115, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9196205691462807, | |
| "precision": 0.9350253807106599, | |
| "recall": 0.9047151277013753, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.897408858089786, | |
| "precision": 0.9040825618455001, | |
| "recall": 0.8908329594736055, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8572231219221998, | |
| "eval_loss": 1.002353310585022, | |
| "eval_macro avg": { | |
| "f1-score": 0.8145844142139979, | |
| "precision": 0.8063708932003434, | |
| "recall": 0.8240948673512231, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8525, | |
| "eval_samples_per_second": 16.692, | |
| "eval_steps_per_second": 2.267, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8590471556672056, | |
| "precision": 0.8615378438736785, | |
| "recall": 0.8572231219221998, | |
| "support": 30257.0 | |
| }, | |
| "step": 2754 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6195019781242729, | |
| "precision": 0.6278301886792453, | |
| "recall": 0.6113918236104732, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8297086581862947, | |
| "precision": 0.8007920792079208, | |
| "recall": 0.8607918263090677, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9212497535974769, | |
| "precision": 0.9243473101265823, | |
| "recall": 0.9181728880157171, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9000523286237572, | |
| "precision": 0.8998505231689088, | |
| "recall": 0.9002542246149244, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8616518491588723, | |
| "eval_loss": 1.005292296409607, | |
| "eval_macro avg": { | |
| "f1-score": 0.8176281796329504, | |
| "precision": 0.8132050252956643, | |
| "recall": 0.8226526906375455, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.883, | |
| "eval_samples_per_second": 16.588, | |
| "eval_steps_per_second": 2.253, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8613517396129535, | |
| "precision": 0.8612582129595939, | |
| "recall": 0.8616518491588723, | |
| "support": 30257.0 | |
| }, | |
| "step": 2835 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6118366866690199, | |
| "precision": 0.6272617611580217, | |
| "recall": 0.5971520440973818, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8270394325057375, | |
| "precision": 0.8109656301145662, | |
| "recall": 0.8437633035334184, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9219198416625434, | |
| "precision": 0.9288135593220339, | |
| "recall": 0.9151277013752456, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8994520953650229, | |
| "precision": 0.8907464437600822, | |
| "recall": 0.908329594736055, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8608255940774036, | |
| "eval_loss": 1.0221480131149292, | |
| "eval_macro avg": { | |
| "f1-score": 0.8150620140505809, | |
| "precision": 0.814446848588676, | |
| "recall": 0.8160931609355251, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8502, | |
| "eval_samples_per_second": 16.7, | |
| "eval_steps_per_second": 2.268, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8600016152377763, | |
| "precision": 0.8594447878496476, | |
| "recall": 0.8608255940774036, | |
| "support": 30257.0 | |
| }, | |
| "step": 2916 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5992254430231193, | |
| "precision": 0.6126709863210943, | |
| "recall": 0.586357372531006, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8153438073862477, | |
| "precision": 0.7829153605015674, | |
| "recall": 0.8505747126436781, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9200099181750558, | |
| "precision": 0.928993490235353, | |
| "recall": 0.9111984282907662, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8983548111560886, | |
| "precision": 0.8924223419169187, | |
| "recall": 0.9043666816210558, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8567273688733186, | |
| "eval_loss": 1.0784204006195068, | |
| "eval_macro avg": { | |
| "f1-score": 0.8082334949351277, | |
| "precision": 0.8042505447437334, | |
| "recall": 0.8131242987716265, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8665, | |
| "eval_samples_per_second": 16.644, | |
| "eval_steps_per_second": 2.26, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8561512507484733, | |
| "precision": 0.855968793590012, | |
| "recall": 0.8567273688733186, | |
| "support": 30257.0 | |
| }, | |
| "step": 2997 | |
| }, | |
| { | |
| "epoch": 37.04, | |
| "grad_norm": 0.5529414415359497, | |
| "learning_rate": 5.185185185185185e-06, | |
| "loss": 0.0056, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5970562334884891, | |
| "precision": 0.6600834492350487, | |
| "recall": 0.545016077170418, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8171079429735234, | |
| "precision": 0.7832877782116361, | |
| "recall": 0.853980417198808, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9201859554685589, | |
| "precision": 0.9168210628961482, | |
| "recall": 0.9235756385068762, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9016899338721528, | |
| "precision": 0.886320959121768, | |
| "recall": 0.917601315986242, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8610569455002148, | |
| "eval_loss": 1.0626990795135498, | |
| "eval_macro avg": { | |
| "f1-score": 0.809010016450681, | |
| "precision": 0.8116283123661503, | |
| "recall": 0.810043362215586, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8375, | |
| "eval_samples_per_second": 16.744, | |
| "eval_steps_per_second": 2.274, | |
| "eval_weighted avg": { | |
| "f1-score": 0.857509455693882, | |
| "precision": 0.8560280681021202, | |
| "recall": 0.8610569455002148, | |
| "support": 30257.0 | |
| }, | |
| "step": 3078 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6197119201542475, | |
| "precision": 0.6121442975576966, | |
| "recall": 0.6274689940284796, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8049129989764585, | |
| "precision": 0.7752365930599369, | |
| "recall": 0.8369518944231588, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9190203436697609, | |
| "precision": 0.9239475774424146, | |
| "recall": 0.9141453831041257, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8999246987951808, | |
| "precision": 0.9063400576368876, | |
| "recall": 0.8935995214595484, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8578180255808573, | |
| "eval_loss": 1.0806539058685303, | |
| "eval_macro avg": { | |
| "f1-score": 0.8108924903989119, | |
| "precision": 0.8044171314242339, | |
| "recall": 0.8180414482538281, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.879, | |
| "eval_samples_per_second": 16.602, | |
| "eval_steps_per_second": 2.255, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8586504397393069, | |
| "precision": 0.8597509765628951, | |
| "recall": 0.8578180255808573, | |
| "support": 30257.0 | |
| }, | |
| "step": 3159 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6083916083916084, | |
| "precision": 0.6403553299492386, | |
| "recall": 0.5794671566375746, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.806698366756254, | |
| "precision": 0.7841639871382636, | |
| "recall": 0.8305661983822903, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9171535580524344, | |
| "precision": 0.9327577450482478, | |
| "recall": 0.9020628683693517, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9035748227209591, | |
| "precision": 0.8838672768878718, | |
| "recall": 0.924181247196052, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8598671381828998, | |
| "eval_loss": 1.0857013463974, | |
| "eval_macro avg": { | |
| "f1-score": 0.808954588980314, | |
| "precision": 0.8102860847559054, | |
| "recall": 0.8090693676463172, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8891, | |
| "eval_samples_per_second": 16.568, | |
| "eval_steps_per_second": 2.25, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8581453688895593, | |
| "precision": 0.8575345578899536, | |
| "recall": 0.8598671381828998, | |
| "support": 30257.0 | |
| }, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "eval_Claim": { | |
| "f1-score": 0.633541759714158, | |
| "precision": 0.616471099521947, | |
| "recall": 0.6515847496554892, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8099445243476474, | |
| "precision": 0.7827640984908658, | |
| "recall": 0.8390804597701149, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9174538800138484, | |
| "precision": 0.9238968024703655, | |
| "recall": 0.9111001964636543, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8984587488667273, | |
| "precision": 0.907924874026569, | |
| "recall": 0.889187976671153, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8584790296460323, | |
| "eval_loss": 1.082669973373413, | |
| "eval_macro avg": { | |
| "f1-score": 0.8148497282355953, | |
| "precision": 0.8077642186274367, | |
| "recall": 0.8227383456401028, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8808, | |
| "eval_samples_per_second": 16.596, | |
| "eval_steps_per_second": 2.254, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8598561759385482, | |
| "precision": 0.8616414300510049, | |
| "recall": 0.8584790296460323, | |
| "support": 30257.0 | |
| }, | |
| "step": 3321 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6143497757847534, | |
| "precision": 0.6000876040297853, | |
| "recall": 0.6293063849333945, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8115216030056356, | |
| "precision": 0.7960687960687961, | |
| "recall": 0.8275862068965517, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9185947728749189, | |
| "precision": 0.9348998067338012, | |
| "recall": 0.9028487229862475, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8983278590624066, | |
| "precision": 0.8968549709345655, | |
| "recall": 0.8998055929415283, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8562977162309549, | |
| "eval_loss": 1.1027238368988037, | |
| "eval_macro avg": { | |
| "f1-score": 0.8106985026819286, | |
| "precision": 0.806977794441737, | |
| "recall": 0.8148867269394304, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8725, | |
| "eval_samples_per_second": 16.624, | |
| "eval_steps_per_second": 2.258, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8575428741842996, | |
| "precision": 0.8591256715384956, | |
| "recall": 0.8562977162309549, | |
| "support": 30257.0 | |
| }, | |
| "step": 3402 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6311159978009895, | |
| "precision": 0.6053575195106518, | |
| "recall": 0.6591639871382636, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8066581306017925, | |
| "precision": 0.8087291399229781, | |
| "recall": 0.8045977011494253, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9192947603675194, | |
| "precision": 0.9296835760924159, | |
| "recall": 0.9091355599214146, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8996917061433192, | |
| "precision": 0.904794313369631, | |
| "recall": 0.8946463286974727, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8586442806623261, | |
| "eval_loss": 1.0912280082702637, | |
| "eval_macro avg": { | |
| "f1-score": 0.8141901487284051, | |
| "precision": 0.8121411372239192, | |
| "recall": 0.816885894226644, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8617, | |
| "eval_samples_per_second": 16.661, | |
| "eval_steps_per_second": 2.263, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8604163182639131, | |
| "precision": 0.8626211898487851, | |
| "recall": 0.8586442806623261, | |
| "support": 30257.0 | |
| }, | |
| "step": 3483 | |
| }, | |
| { | |
| "epoch": 43.21, | |
| "grad_norm": 1.988065481185913, | |
| "learning_rate": 2.7160493827160496e-06, | |
| "loss": 0.0038, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6289838978345363, | |
| "precision": 0.6089013115459041, | |
| "recall": 0.6504363803399174, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8161013485901104, | |
| "precision": 0.7846758349705305, | |
| "recall": 0.8501489995742869, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9186826287814813, | |
| "precision": 0.9292533413727263, | |
| "recall": 0.9083497053045186, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8984292402960278, | |
| "precision": 0.9074752097635392, | |
| "recall": 0.8895618363989831, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8584129292395148, | |
| "eval_loss": 1.096985101699829, | |
| "eval_macro avg": { | |
| "f1-score": 0.815549278875539, | |
| "precision": 0.807576424413175, | |
| "recall": 0.8246242304044265, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8433, | |
| "eval_samples_per_second": 16.724, | |
| "eval_steps_per_second": 2.271, | |
| "eval_weighted avg": { | |
| "f1-score": 0.860078652203599, | |
| "precision": 0.8623040062586698, | |
| "recall": 0.8584129292395148, | |
| "support": 30257.0 | |
| }, | |
| "step": 3564 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6183596860425435, | |
| "precision": 0.6125760649087221, | |
| "recall": 0.6242535599448783, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8194356036494802, | |
| "precision": 0.8168358714043993, | |
| "recall": 0.8220519369944658, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9192996379147859, | |
| "precision": 0.9284640817553351, | |
| "recall": 0.9103143418467583, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8989534060858877, | |
| "precision": 0.8955844155844156, | |
| "recall": 0.9023478390907731, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8587764814753611, | |
| "eval_loss": 1.090890645980835, | |
| "eval_macro avg": { | |
| "f1-score": 0.8140120834231743, | |
| "precision": 0.813365108413218, | |
| "recall": 0.8147419194692188, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8953, | |
| "eval_samples_per_second": 16.546, | |
| "eval_steps_per_second": 2.247, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8592479582565041, | |
| "precision": 0.8598081096882307, | |
| "recall": 0.8587764814753611, | |
| "support": 30257.0 | |
| }, | |
| "step": 3645 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6084337349397592, | |
| "precision": 0.613838242169238, | |
| "recall": 0.6031235645383556, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8203753351206435, | |
| "precision": 0.7956, | |
| "recall": 0.8467432950191571, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.918908188585608, | |
| "precision": 0.9285857572718155, | |
| "recall": 0.9094302554027505, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8986348249823308, | |
| "precision": 0.8941446443111999, | |
| "recall": 0.9031703304919994, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8577188749710811, | |
| "eval_loss": 1.0958248376846313, | |
| "eval_macro avg": { | |
| "f1-score": 0.8115880209070854, | |
| "precision": 0.8080421609380632, | |
| "recall": 0.8156168613630657, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8566, | |
| "eval_samples_per_second": 16.678, | |
| "eval_steps_per_second": 2.265, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8576200434028913, | |
| "precision": 0.8577456320339072, | |
| "recall": 0.8577188749710811, | |
| "support": 30257.0 | |
| }, | |
| "step": 3726 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6183818473527389, | |
| "precision": 0.6171088746569076, | |
| "recall": 0.6196600826825908, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8325883787078424, | |
| "precision": 0.7963466770307035, | |
| "recall": 0.8722860791826309, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9196415309204337, | |
| "precision": 0.9271238893880404, | |
| "recall": 0.9122789783889981, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8969965128051295, | |
| "precision": 0.8996615268898082, | |
| "recall": 0.8943472409152086, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8591400337112073, | |
| "eval_loss": 1.0940934419631958, | |
| "eval_macro avg": { | |
| "f1-score": 0.8169020674465362, | |
| "precision": 0.810060241991365, | |
| "recall": 0.824643095292357, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8579, | |
| "eval_samples_per_second": 16.674, | |
| "eval_steps_per_second": 2.264, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8595223191983462, | |
| "precision": 0.8602209352941748, | |
| "recall": 0.8591400337112073, | |
| "support": 30257.0 | |
| }, | |
| "step": 3807 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6188739457488033, | |
| "precision": 0.6142533936651584, | |
| "recall": 0.6235645383555352, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8311582381729201, | |
| "precision": 0.7976516634050881, | |
| "recall": 0.8676032354193274, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.91950954217344, | |
| "precision": 0.9256420465857057, | |
| "recall": 0.9134577603143419, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.89695603156708, | |
| "precision": 0.9016319129646418, | |
| "recall": 0.892328398384926, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8588425818818786, | |
| "eval_loss": 1.095285415649414, | |
| "eval_macro avg": { | |
| "f1-score": 0.8166244394155608, | |
| "precision": 0.8097947541551485, | |
| "recall": 0.8242384831185325, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8519, | |
| "eval_samples_per_second": 16.695, | |
| "eval_steps_per_second": 2.267, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8594198025832774, | |
| "precision": 0.8602837119208202, | |
| "recall": 0.8588425818818786, | |
| "support": 30257.0 | |
| }, | |
| "step": 3888 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6187959558823529, | |
| "precision": 0.6190804597701149, | |
| "recall": 0.6185117133670188, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8308447535283289, | |
| "precision": 0.7996062992125984, | |
| "recall": 0.8646232439335888, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9196208156413548, | |
| "precision": 0.9244590033750248, | |
| "recall": 0.9148330058939096, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8976637792027601, | |
| "precision": 0.9003987060859099, | |
| "recall": 0.8949454164797368, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8595035859470536, | |
| "eval_loss": 1.0901621580123901, | |
| "eval_macro avg": { | |
| "f1-score": 0.8167313260636991, | |
| "precision": 0.810886117110912, | |
| "recall": 0.8232283449185636, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.866, | |
| "eval_samples_per_second": 16.646, | |
| "eval_steps_per_second": 2.261, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8597345144672809, | |
| "precision": 0.8601869474250647, | |
| "recall": 0.8595035859470536, | |
| "support": 30257.0 | |
| }, | |
| "step": 3969 | |
| }, | |
| { | |
| "epoch": 49.38, | |
| "grad_norm": 1.5165743827819824, | |
| "learning_rate": 2.469135802469136e-07, | |
| "loss": 0.0031, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6213436928702011, | |
| "precision": 0.6182355616189177, | |
| "recall": 0.6244832338079926, | |
| "support": 4354.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8312538351401105, | |
| "precision": 0.8, | |
| "recall": 0.86504895700298, | |
| "support": 2349.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.919383521043272, | |
| "precision": 0.9246820349761526, | |
| "recall": 0.9141453831041257, | |
| "support": 10180.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8977430620751813, | |
| "precision": 0.9017729158807997, | |
| "recall": 0.8937490653506804, | |
| "support": 13374.0 | |
| }, | |
| "eval_accuracy": 0.8596357867600886, | |
| "eval_loss": 1.0920286178588867, | |
| "eval_macro avg": { | |
| "f1-score": 0.8174310277821912, | |
| "precision": 0.8111726281189675, | |
| "recall": 0.8243566598164448, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.8642, | |
| "eval_samples_per_second": 16.652, | |
| "eval_steps_per_second": 2.261, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8600881004037069, | |
| "precision": 0.8607783894085936, | |
| "recall": 0.8596357867600886, | |
| "support": 30257.0 | |
| }, | |
| "step": 4050 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 7167109193370000.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |