| { | |
| "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": 0.5724454649827784, | |
| "precision": 0.6002889477486154, | |
| "recall": 0.5470704410796576, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7860447185813415, | |
| "precision": 0.698526892771497, | |
| "recall": 0.8986337593653592, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9987820830889982, | |
| "precision": 0.9975671292124707, | |
| "recall": 1.0, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8965445389824622, | |
| "precision": 0.9051258677512096, | |
| "recall": 0.8881243979633962, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.8791279948197712, | |
| "eval_loss": 0.3157936632633209, | |
| "eval_macro avg": { | |
| "f1-score": 0.8134542014088951, | |
| "precision": 0.8003772093709481, | |
| "recall": 0.8334571496021033, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8184, | |
| "eval_samples_per_second": 16.603, | |
| "eval_steps_per_second": 2.075, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8781740995293698, | |
| "precision": 0.8793943851252293, | |
| "recall": 0.8791279948197712, | |
| "support": 32431.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6090644692195831, | |
| "precision": 0.680108254397835, | |
| "recall": 0.5514592933947773, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8585858585858586, | |
| "precision": 0.8960229995208433, | |
| "recall": 0.8241516086381666, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999458141425088, | |
| "precision": 0.9992776523702032, | |
| "recall": 0.9996386956914461, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9105885478942475, | |
| "precision": 0.8801849235905997, | |
| "recall": 0.9431677445988716, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.8990780426135487, | |
| "eval_loss": 0.24451124668121338, | |
| "eval_macro avg": { | |
| "f1-score": 0.8444242542811943, | |
| "precision": 0.8638984574698704, | |
| "recall": 0.8296043355808155, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8529, | |
| "eval_samples_per_second": 16.485, | |
| "eval_steps_per_second": 2.061, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8949194640367888, | |
| "precision": 0.8938342965082798, | |
| "recall": 0.8990780426135487, | |
| "support": 32431.0 | |
| }, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6542320859402667, | |
| "precision": 0.7079713847726111, | |
| "recall": 0.60807548825982, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8915187376725839, | |
| "precision": 0.8866608544027899, | |
| "recall": 0.8964301454385192, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9995936611133684, | |
| "precision": 0.9992778479870013, | |
| "recall": 0.9999096739228616, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9157990498332153, | |
| "precision": 0.8973258501155497, | |
| "recall": 0.935048850970139, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9085442940396534, | |
| "eval_loss": 0.22665414214134216, | |
| "eval_macro avg": { | |
| "f1-score": 0.8652858836398586, | |
| "precision": 0.872808984319488, | |
| "recall": 0.8598660396478349, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8494, | |
| "eval_samples_per_second": 16.497, | |
| "eval_steps_per_second": 2.062, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9059516032151627, | |
| "precision": 0.9047762338408377, | |
| "recall": 0.9085442940396534, | |
| "support": 32431.0 | |
| }, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6861642294713161, | |
| "precision": 0.6424741478360781, | |
| "recall": 0.7362299758613122, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8995515695067264, | |
| "precision": 0.9155636695572797, | |
| "recall": 0.884089907448215, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9976481230212574, | |
| "precision": 0.9990941208442794, | |
| "recall": 0.9962063047601842, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9062532879739067, | |
| "precision": 0.9242435081193219, | |
| "recall": 0.8889500481629283, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9037649162838025, | |
| "eval_loss": 0.2452327460050583, | |
| "eval_macro avg": { | |
| "f1-score": 0.8724043024933017, | |
| "precision": 0.8703438615892398, | |
| "recall": 0.8763690590581599, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8393, | |
| "eval_samples_per_second": 16.531, | |
| "eval_steps_per_second": 2.066, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9060584182508294, | |
| "precision": 0.9095955973231696, | |
| "recall": 0.9037649162838025, | |
| "support": 32431.0 | |
| }, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6640249759846301, | |
| "precision": 0.7332272606735614, | |
| "recall": 0.6067588325652842, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8848007008322383, | |
| "precision": 0.8794079233783195, | |
| "recall": 0.8902600264433671, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999367774566474, | |
| "precision": 0.9992775219001174, | |
| "recall": 0.9994580435371692, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9201314377682404, | |
| "precision": 0.8973839110529758, | |
| "recall": 0.9440621989816981, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9118127717307515, | |
| "eval_loss": 0.28411003947257996, | |
| "eval_macro avg": { | |
| "f1-score": 0.8670812222878956, | |
| "precision": 0.8773241542512435, | |
| "recall": 0.8601347753818797, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8228, | |
| "eval_samples_per_second": 16.588, | |
| "eval_steps_per_second": 2.073, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9087220731552942, | |
| "precision": 0.9078434958291443, | |
| "recall": 0.9118127717307515, | |
| "support": 32431.0 | |
| }, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6496087442553721, | |
| "precision": 0.7484258729250143, | |
| "recall": 0.5738424402018872, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8865800865800866, | |
| "precision": 0.8711186729051468, | |
| "recall": 0.9026002644336713, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9986892655367232, | |
| "precision": 0.9994572100597069, | |
| "recall": 0.9979225002258152, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9191778088205947, | |
| "precision": 0.889647180015452, | |
| "recall": 0.9507362047612495, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9105177145323918, | |
| "eval_loss": 0.3082066774368286, | |
| "eval_macro avg": { | |
| "f1-score": 0.8635139762981943, | |
| "precision": 0.87716223397633, | |
| "recall": 0.8562753524056559, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8389, | |
| "eval_samples_per_second": 16.533, | |
| "eval_steps_per_second": 2.067, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9061618943658084, | |
| "precision": 0.9059932736781678, | |
| "recall": 0.9105177145323918, | |
| "support": 32431.0 | |
| }, | |
| "step": 486 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "grad_norm": 0.8612700700759888, | |
| "learning_rate": 1.7530864197530865e-05, | |
| "loss": 0.2223, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6977381768334475, | |
| "precision": 0.629950495049505, | |
| "recall": 0.7818740399385561, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8892209178228387, | |
| "precision": 0.8621688741721855, | |
| "recall": 0.9180255619215514, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9988698521766648, | |
| "precision": 0.9998190045248869, | |
| "recall": 0.9979225002258152, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9034227633516503, | |
| "precision": 0.9449996243143738, | |
| "recall": 0.8653502132929682, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9025623631710401, | |
| "eval_loss": 0.3512111008167267, | |
| "eval_macro avg": { | |
| "f1-score": 0.8723129275461503, | |
| "precision": 0.8592344995152377, | |
| "recall": 0.8907930788447227, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8174, | |
| "eval_samples_per_second": 16.607, | |
| "eval_steps_per_second": 2.076, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9061105026169647, | |
| "precision": 0.9136494810618672, | |
| "recall": 0.9025623631710401, | |
| "support": 32431.0 | |
| }, | |
| "step": 567 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6987032799389779, | |
| "precision": 0.6177710335525206, | |
| "recall": 0.80403774412991, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9015364639688379, | |
| "precision": 0.8856292517006803, | |
| "recall": 0.9180255619215514, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.998915499322187, | |
| "precision": 0.9994574554661362, | |
| "recall": 0.9983741306115076, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8976577489773016, | |
| "precision": 0.9472075788830315, | |
| "recall": 0.8530342644832806, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9003114304215103, | |
| "eval_loss": 0.3705728054046631, | |
| "eval_macro avg": { | |
| "f1-score": 0.8742032480518261, | |
| "precision": 0.8625163299005921, | |
| "recall": 0.8933679252865624, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8542, | |
| "eval_samples_per_second": 16.48, | |
| "eval_steps_per_second": 2.06, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9045397397569994, | |
| "precision": 0.9144455555782818, | |
| "recall": 0.9003114304215103, | |
| "support": 32431.0 | |
| }, | |
| "step": 648 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6657139454567107, | |
| "precision": 0.7278645833333334, | |
| "recall": 0.6133421110379635, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8882521489971346, | |
| "precision": 0.8884479717813051, | |
| "recall": 0.8880564125165271, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9987339482727438, | |
| "precision": 0.9999094612947035, | |
| "recall": 0.9975611959172613, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9178854152690192, | |
| "precision": 0.8955360649299646, | |
| "recall": 0.9413788358332187, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9107335573987851, | |
| "eval_loss": 0.41826051473617554, | |
| "eval_macro avg": { | |
| "f1-score": 0.8676463644989021, | |
| "precision": 0.8779395203348266, | |
| "recall": 0.8600846388262426, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.809, | |
| "eval_samples_per_second": 16.635, | |
| "eval_steps_per_second": 2.079, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9079779452489347, | |
| "precision": 0.9071100542045434, | |
| "recall": 0.9107335573987851, | |
| "support": 32431.0 | |
| }, | |
| "step": 729 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6738416222952305, | |
| "precision": 0.6964871194379391, | |
| "recall": 0.652622339258284, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8951019550136641, | |
| "precision": 0.8557073954983923, | |
| "recall": 0.9382988100484795, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9989605459393501, | |
| "precision": 0.9996382054992764, | |
| "recall": 0.998283804534369, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9109121470961545, | |
| "precision": 0.9083259218717931, | |
| "recall": 0.9135131415990092, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9075267490980852, | |
| "eval_loss": 0.5459077954292297, | |
| "eval_macro avg": { | |
| "f1-score": 0.8697040675860997, | |
| "precision": 0.8650396605768502, | |
| "recall": 0.8756795238600354, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8478, | |
| "eval_samples_per_second": 16.502, | |
| "eval_steps_per_second": 2.063, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9065515080853328, | |
| "precision": 0.9060496255197702, | |
| "recall": 0.9075267490980852, | |
| "support": 32431.0 | |
| }, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6581417175035196, | |
| "precision": 0.7070834383665239, | |
| "recall": 0.6155365371955234, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.881979417560762, | |
| "precision": 0.876414273281114, | |
| "recall": 0.8876156897311591, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999548390010388, | |
| "precision": 0.9999096820809249, | |
| "recall": 1.0, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9173079519373565, | |
| "precision": 0.9002915065588976, | |
| "recall": 0.9349800467868447, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9089759797724399, | |
| "eval_loss": 0.5726844668388367, | |
| "eval_macro avg": { | |
| "f1-score": 0.8643459815006692, | |
| "precision": 0.8709247250718651, | |
| "recall": 0.8595330684283817, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8447, | |
| "eval_samples_per_second": 16.513, | |
| "eval_steps_per_second": 2.064, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9066330640790278, | |
| "precision": 0.9054793272287636, | |
| "recall": 0.9089759797724399, | |
| "support": 32431.0 | |
| }, | |
| "step": 891 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7079179557694512, | |
| "precision": 0.7407673860911271, | |
| "recall": 0.6778582400702217, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.8947480331703169, | |
| "precision": 0.8644207066557108, | |
| "recall": 0.9272807404142794, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999186477447347, | |
| "precision": 0.9999095431931253, | |
| "recall": 0.998464456688646, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9243840851702722, | |
| "precision": 0.9169374492282697, | |
| "recall": 0.9319526627218935, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9186272393697388, | |
| "eval_loss": 0.5660926699638367, | |
| "eval_macro avg": { | |
| "f1-score": 0.8815591378893468, | |
| "precision": 0.8805087712920582, | |
| "recall": 0.8838890249737601, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8659, | |
| "eval_samples_per_second": 16.441, | |
| "eval_steps_per_second": 2.055, | |
| "eval_weighted avg": { | |
| "f1-score": 0.917429533390557, | |
| "precision": 0.9168331226787283, | |
| "recall": 0.9186272393697388, | |
| "support": 32431.0 | |
| }, | |
| "step": 972 | |
| }, | |
| { | |
| "epoch": 12.35, | |
| "grad_norm": 2.9101791381835938, | |
| "learning_rate": 1.506172839506173e-05, | |
| "loss": 0.0294, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6744648496900223, | |
| "precision": 0.7221943887775552, | |
| "recall": 0.6326530612244898, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9044719714465672, | |
| "precision": 0.863672814755413, | |
| "recall": 0.9493168796826796, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9995934041111363, | |
| "precision": 0.9999096167751266, | |
| "recall": 0.9992773913828923, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9161992180860105, | |
| "precision": 0.9055171023452725, | |
| "recall": 0.9271363698912893, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9119361105115475, | |
| "eval_loss": 0.5764271020889282, | |
| "eval_macro avg": { | |
| "f1-score": 0.8736823608334341, | |
| "precision": 0.8728234806633418, | |
| "recall": 0.8770959255453377, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8358, | |
| "eval_samples_per_second": 16.543, | |
| "eval_steps_per_second": 2.068, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9098800911419986, | |
| "precision": 0.909053016531805, | |
| "recall": 0.9119361105115475, | |
| "support": 32431.0 | |
| }, | |
| "step": 1053 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7047413793103449, | |
| "precision": 0.6923565530383231, | |
| "recall": 0.717577353522054, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9112001687407719, | |
| "precision": 0.8737864077669902, | |
| "recall": 0.9519612163948876, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9992316384180792, | |
| "precision": 1.0, | |
| "recall": 0.998464456688646, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9145424153781864, | |
| "precision": 0.9258919757439007, | |
| "recall": 0.903467730838035, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9131694983195091, | |
| "eval_loss": 0.5468704700469971, | |
| "eval_macro avg": { | |
| "f1-score": 0.8824289004618456, | |
| "precision": 0.8730087341373035, | |
| "recall": 0.8928676893609057, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8411, | |
| "eval_samples_per_second": 16.525, | |
| "eval_steps_per_second": 2.066, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9137390947680665, | |
| "precision": 0.9147298617643856, | |
| "recall": 0.9131694983195091, | |
| "support": 32431.0 | |
| }, | |
| "step": 1134 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_Claim": { | |
| "f1-score": 0.6868638486408813, | |
| "precision": 0.7559304164470216, | |
| "recall": 0.6293614219881501, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9058546000428909, | |
| "precision": 0.8822055137844611, | |
| "recall": 0.9308065226972234, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999548349216385, | |
| "precision": 1.0, | |
| "recall": 0.9999096739228616, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9218029420675262, | |
| "precision": 0.9023924075660713, | |
| "recall": 0.9420668776661622, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9170855046097869, | |
| "eval_loss": 0.6552095413208008, | |
| "eval_macro avg": { | |
| "f1-score": 0.8786190564182342, | |
| "precision": 0.8851320844493885, | |
| "recall": 0.8755361240685993, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8081, | |
| "eval_samples_per_second": 16.639, | |
| "eval_steps_per_second": 2.08, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9143537536055225, | |
| "precision": 0.9137205288178378, | |
| "recall": 0.9170855046097869, | |
| "support": 32431.0 | |
| }, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_Claim": { | |
| "f1-score": 0.7261954261954263, | |
| "precision": 0.6899071696622556, | |
| "recall": 0.7665130568356375, | |
| "support": 4557.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.9104052573932091, | |
| "precision": 0.9050522648083623, | |
| "recall": 0.9158219479947113, | |
| "support": 2269.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999548349216385, | |
| "precision": 1.0, | |
| "recall": 0.9999096739228616, | |
| "support": 11071.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.9186291000841041, | |
| "precision": 0.9360805599200114, | |
| "recall": 0.9018164304389706, | |
| "support": 14534.0 | |
| }, | |
| "eval_accuracy": 0.9172705127809812, | |
| "eval_loss": 0.604762613773346, | |
| "eval_macro avg": { | |
| "f1-score": 0.8887961546485946, | |
| "precision": 0.8827599985976573, | |
| "recall": 0.8960152772980452, | |
| "support": 32431.0 | |
| }, | |
| "eval_runtime": 4.8523, | |
| "eval_samples_per_second": 16.487, | |
| "eval_steps_per_second": 2.061, | |
| "eval_weighted avg": { | |
| "f1-score": 0.918776399254959, | |
| "precision": 0.92113920073012, | |
| "recall": 0.9172705127809812, | |
| "support": 32431.0 | |
| }, | |
| "step": 1296 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 2300619723628800.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |