|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 16.0, |
|
"eval_steps": 500, |
|
"global_step": 1296, |
|
"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 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 4050, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 50, |
|
"save_steps": 500, |
|
"total_flos": 2293474941878400.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|