| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 33.0, | |
| "eval_steps": 500, | |
| "global_step": 2673, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.32421052631578945, | |
| "precision": 0.42777777777777776, | |
| "recall": 0.26101694915254237, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.192090395480226, | |
| "precision": 0.8095238095238095, | |
| "recall": 0.10897435897435898, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8566265060240965, | |
| "precision": 0.7620578778135049, | |
| "recall": 0.9779917469050894, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.5001390820584144, | |
| "precision": 0.5900886117492615, | |
| "recall": 0.43398503499879315, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.776470588235294, | |
| "precision": 0.6649333766655834, | |
| "recall": 0.93296853625171, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8861458374413376, | |
| "precision": 0.8781460059402845, | |
| "recall": 0.8942927644670858, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9987647926046939, | |
| "precision": 0.9977708781147998, | |
| "recall": 0.9997606892150607, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.8713396498328887, | |
| "eval_loss": 0.3092103600502014, | |
| "eval_macro avg": { | |
| "f1-score": 0.647778246879979, | |
| "precision": 0.732899762512146, | |
| "recall": 0.6584271542806628, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.965, | |
| "eval_samples_per_second": 16.314, | |
| "eval_steps_per_second": 2.215, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8639627599323451, | |
| "precision": 0.8662078389010613, | |
| "recall": 0.8713396498328887, | |
| "support": 32613.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6186291739894552, | |
| "precision": 0.6423357664233577, | |
| "recall": 0.5966101694915255, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8113879003558718, | |
| "precision": 0.912, | |
| "recall": 0.7307692307692307, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8871181938911022, | |
| "precision": 0.8575096277278562, | |
| "recall": 0.9188445667125172, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.656253149249219, | |
| "precision": 0.5633217993079584, | |
| "recall": 0.7859039343470915, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8368159203980099, | |
| "precision": 0.9206349206349206, | |
| "recall": 0.7669858641130871, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8831027253668763, | |
| "precision": 0.933020288827855, | |
| "recall": 0.8382551938231314, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998006141085457, | |
| "precision": 0.9996013077107089, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.8880814399165977, | |
| "eval_loss": 0.2581149935722351, | |
| "eval_macro avg": { | |
| "f1-score": 0.8133010967655829, | |
| "precision": 0.8326319586618081, | |
| "recall": 0.8053384227509405, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 5.0296, | |
| "eval_samples_per_second": 16.105, | |
| "eval_steps_per_second": 2.187, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8933836566327042, | |
| "precision": 0.9064023864086126, | |
| "recall": 0.8880814399165977, | |
| "support": 32613.0 | |
| }, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6576271186440678, | |
| "precision": 0.6576271186440678, | |
| "recall": 0.6576271186440678, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8673139158576051, | |
| "precision": 0.8758169934640523, | |
| "recall": 0.8589743589743589, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8838487972508591, | |
| "precision": 0.8832417582417582, | |
| "recall": 0.8844566712517193, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6468460321049062, | |
| "precision": 0.6083351052519669, | |
| "recall": 0.6905623944001931, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8695855771482088, | |
| "precision": 0.8936477382098171, | |
| "recall": 0.8467852257181943, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8926256077795786, | |
| "precision": 0.9090533960551291, | |
| "recall": 0.8767810236408501, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998803589232302, | |
| "precision": 0.9997607464710104, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.8965749854352559, | |
| "eval_loss": 0.2399493306875229, | |
| "eval_macro avg": { | |
| "f1-score": 0.8311039153869222, | |
| "precision": 0.8324975509054003, | |
| "recall": 0.8307409703756262, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 5.0024, | |
| "eval_samples_per_second": 16.192, | |
| "eval_steps_per_second": 2.199, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8986385496019461, | |
| "precision": 0.9016737059631544, | |
| "recall": 0.8965749854352559, | |
| "support": 32613.0 | |
| }, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6106346483704975, | |
| "precision": 0.6180555555555556, | |
| "recall": 0.6033898305084746, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8498583569405098, | |
| "precision": 0.7614213197969543, | |
| "recall": 0.9615384615384616, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8746478873239436, | |
| "precision": 0.8961038961038961, | |
| "recall": 0.8541953232462174, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.5964912280701754, | |
| "precision": 0.6109845608706657, | |
| "recall": 0.5826695631185131, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8631961259079903, | |
| "precision": 0.7741585233441911, | |
| "recall": 0.9753761969904241, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8933694290678411, | |
| "precision": 0.9071885770556376, | |
| "recall": 0.8799649765183475, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.8920369177935179, | |
| "eval_loss": 0.2815629839897156, | |
| "eval_macro avg": { | |
| "f1-score": 0.8125939698513209, | |
| "precision": 0.7954160618181286, | |
| "recall": 0.8367220830941131, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9474, | |
| "eval_samples_per_second": 16.372, | |
| "eval_steps_per_second": 2.223, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8914155863760895, | |
| "precision": 0.892730641712682, | |
| "recall": 0.8920369177935179, | |
| "support": 32613.0 | |
| }, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6796116504854369, | |
| "precision": 0.6501547987616099, | |
| "recall": 0.711864406779661, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8746177370030581, | |
| "precision": 0.8362573099415205, | |
| "recall": 0.9166666666666666, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8836879432624114, | |
| "precision": 0.9121522693997072, | |
| "recall": 0.8569463548830811, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6557152635181382, | |
| "precision": 0.6216742375081116, | |
| "recall": 0.6937002172338885, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8859746610357857, | |
| "precision": 0.8642671292281006, | |
| "recall": 0.9088007295941632, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8956745077255495, | |
| "precision": 0.9180177168644492, | |
| "recall": 0.874393058982727, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998006141085457, | |
| "precision": 0.9996013077107089, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9003771502161715, | |
| "eval_loss": 0.2959797978401184, | |
| "eval_macro avg": { | |
| "f1-score": 0.839297482448418, | |
| "precision": 0.8288749670591724, | |
| "recall": 0.8517673477343124, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9768, | |
| "eval_samples_per_second": 16.275, | |
| "eval_steps_per_second": 2.21, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9022413468876027, | |
| "precision": 0.9051721478141229, | |
| "recall": 0.9003771502161715, | |
| "support": 32613.0 | |
| }, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6655518394648828, | |
| "precision": 0.6567656765676567, | |
| "recall": 0.6745762711864407, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8807339449541285, | |
| "precision": 0.8421052631578947, | |
| "recall": 0.9230769230769231, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8812849162011174, | |
| "precision": 0.8950354609929078, | |
| "recall": 0.8679504814305364, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.634203994799669, | |
| "precision": 0.6213524779990737, | |
| "recall": 0.647598358677287, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8926454445664106, | |
| "precision": 0.8607112616426758, | |
| "recall": 0.9270405836753306, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8911586596689544, | |
| "precision": 0.9041533546325878, | |
| "recall": 0.8785321977234737, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9995614559661922, | |
| "precision": 0.9991232964055152, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.8972802256768774, | |
| "eval_loss": 0.33718833327293396, | |
| "eval_macro avg": { | |
| "f1-score": 0.8350200365173363, | |
| "precision": 0.8256066844854731, | |
| "recall": 0.8455392593957132, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9878, | |
| "eval_samples_per_second": 16.24, | |
| "eval_steps_per_second": 2.205, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8979742337698349, | |
| "precision": 0.8990738793396261, | |
| "recall": 0.8972802256768774, | |
| "support": 32613.0 | |
| }, | |
| "step": 486 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "grad_norm": 10.722956657409668, | |
| "learning_rate": 1.7530864197530865e-05, | |
| "loss": 0.2434, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6608695652173914, | |
| "precision": 0.6785714285714286, | |
| "recall": 0.6440677966101694, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.875, | |
| "precision": 0.8536585365853658, | |
| "recall": 0.8974358974358975, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8905608755129958, | |
| "precision": 0.8857142857142857, | |
| "recall": 0.8954607977991746, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6306948332909138, | |
| "precision": 0.6670255720053836, | |
| "recall": 0.5981173062997828, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.890302764370338, | |
| "precision": 0.8579281183932347, | |
| "recall": 0.9252165982672138, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9037468972853708, | |
| "precision": 0.8947573724449992, | |
| "recall": 0.9129188888004458, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9043326280930917, | |
| "eval_loss": 0.43479764461517334, | |
| "eval_macro avg": { | |
| "f1-score": 0.8358821336681442, | |
| "precision": 0.8339507591020997, | |
| "recall": 0.8390310407446692, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9479, | |
| "eval_samples_per_second": 16.371, | |
| "eval_steps_per_second": 2.223, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9025256555797259, | |
| "precision": 0.9014510706568353, | |
| "recall": 0.9043326280930917, | |
| "support": 32613.0 | |
| }, | |
| "step": 567 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6611295681063122, | |
| "precision": 0.6482084690553745, | |
| "recall": 0.6745762711864407, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8925081433224756, | |
| "precision": 0.9072847682119205, | |
| "recall": 0.8782051282051282, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8810511756569848, | |
| "precision": 0.885952712100139, | |
| "recall": 0.8762035763411279, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6376404494382022, | |
| "precision": 0.6189502385821404, | |
| "recall": 0.6574945691527878, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8858131487889275, | |
| "precision": 0.896358543417367, | |
| "recall": 0.8755129958960328, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8946945982823662, | |
| "precision": 0.9022258195062728, | |
| "recall": 0.8872880681365916, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999202361011406, | |
| "precision": 0.9998404849258254, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.8984147425873118, | |
| "eval_loss": 0.3937377631664276, | |
| "eval_macro avg": { | |
| "f1-score": 0.8361081885280585, | |
| "precision": 0.836974433685577, | |
| "recall": 0.8356115155597299, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 5.0071, | |
| "eval_samples_per_second": 16.177, | |
| "eval_steps_per_second": 2.197, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8994624730308206, | |
| "precision": 0.9007308115646135, | |
| "recall": 0.8984147425873118, | |
| "support": 32613.0 | |
| }, | |
| "step": 648 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6821192052980132, | |
| "precision": 0.6666666666666666, | |
| "recall": 0.6983050847457627, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8510638297872339, | |
| "precision": 0.9523809523809523, | |
| "recall": 0.7692307692307693, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8959891230455472, | |
| "precision": 0.885752688172043, | |
| "recall": 0.90646492434663, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6547967670141736, | |
| "precision": 0.636094674556213, | |
| "recall": 0.6746319092445088, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8507386653082017, | |
| "precision": 0.9636468551644547, | |
| "recall": 0.7615139078887369, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9060476867203537, | |
| "precision": 0.8987391338397682, | |
| "recall": 0.9134760805540078, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999202361011406, | |
| "precision": 0.9998404849258254, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9033820868978628, | |
| "eval_loss": 0.4608707129955292, | |
| "eval_macro avg": { | |
| "f1-score": 0.8343822161820948, | |
| "precision": 0.8575887793865605, | |
| "recall": 0.8176603822872022, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9809, | |
| "eval_samples_per_second": 16.262, | |
| "eval_steps_per_second": 2.208, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9039813964448579, | |
| "precision": 0.9064685293306464, | |
| "recall": 0.9033820868978628, | |
| "support": 32613.0 | |
| }, | |
| "step": 729 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6863354037267081, | |
| "precision": 0.6332378223495702, | |
| "recall": 0.7491525423728813, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8976897689768977, | |
| "precision": 0.9251700680272109, | |
| "recall": 0.8717948717948718, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8780141843971632, | |
| "precision": 0.9062957540263543, | |
| "recall": 0.8514442916093535, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6615143369175628, | |
| "precision": 0.6171368861024034, | |
| "recall": 0.7127685252232682, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9019424292066465, | |
| "precision": 0.9264423076923077, | |
| "recall": 0.8787049703602371, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8934422897101273, | |
| "precision": 0.9130796077779625, | |
| "recall": 0.8746318554485394, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9008370895041854, | |
| "eval_loss": 0.49426138401031494, | |
| "eval_macro avg": { | |
| "f1-score": 0.8455569323161993, | |
| "precision": 0.8459089208536871, | |
| "recall": 0.8483453266496436, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.962, | |
| "eval_samples_per_second": 16.324, | |
| "eval_steps_per_second": 2.217, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9032978864532892, | |
| "precision": 0.9071693470023781, | |
| "recall": 0.9008370895041854, | |
| "support": 32613.0 | |
| }, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6654991243432573, | |
| "precision": 0.6884057971014492, | |
| "recall": 0.6440677966101694, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8888888888888888, | |
| "precision": 0.9361702127659575, | |
| "recall": 0.8461538461538461, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8911290322580646, | |
| "precision": 0.871222076215506, | |
| "recall": 0.9119669876203577, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6376628304034401, | |
| "precision": 0.6697662061636557, | |
| "recall": 0.6084962587496983, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8884068450228971, | |
| "precision": 0.9422290388548057, | |
| "recall": 0.8404012767897857, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.904972804972805, | |
| "precision": 0.8838885937618578, | |
| "recall": 0.9270874791053092, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999202361011406, | |
| "precision": 0.9998404849258254, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9055284702419281, | |
| "eval_loss": 0.5303362607955933, | |
| "eval_macro avg": { | |
| "f1-score": 0.8394971088557848, | |
| "precision": 0.8559317728270083, | |
| "recall": 0.8254533778613096, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9749, | |
| "eval_samples_per_second": 16.282, | |
| "eval_steps_per_second": 2.211, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9038459038093231, | |
| "precision": 0.9033803424876604, | |
| "recall": 0.9055284702419281, | |
| "support": 32613.0 | |
| }, | |
| "step": 891 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6374045801526718, | |
| "precision": 0.7292576419213974, | |
| "recall": 0.5661016949152542, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9114754098360656, | |
| "precision": 0.9328859060402684, | |
| "recall": 0.8910256410256411, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8913612565445026, | |
| "precision": 0.850187265917603, | |
| "recall": 0.936726272352132, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.5983549421441516, | |
| "precision": 0.7082508250825083, | |
| "recall": 0.5179821385469466, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9206057824690226, | |
| "precision": 0.9265588914549654, | |
| "recall": 0.9147286821705426, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9017204628501827, | |
| "precision": 0.8640309285870595, | |
| "recall": 0.9428480458489215, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9997606319317004, | |
| "precision": 1.0, | |
| "recall": 0.9995213784301212, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9049765430963113, | |
| "eval_loss": 0.5691992044448853, | |
| "eval_macro avg": { | |
| "f1-score": 0.8372404379897568, | |
| "precision": 0.8587387798576859, | |
| "recall": 0.8241334076127942, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9632, | |
| "eval_samples_per_second": 16.32, | |
| "eval_steps_per_second": 2.216, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8995624631750451, | |
| "precision": 0.8995123024912762, | |
| "recall": 0.9049765430963113, | |
| "support": 32613.0 | |
| }, | |
| "step": 972 | |
| }, | |
| { | |
| "epoch": 12.35, | |
| "grad_norm": 8.504526138305664, | |
| "learning_rate": 1.506172839506173e-05, | |
| "loss": 0.0319, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6779661016949152, | |
| "precision": 0.6779661016949152, | |
| "recall": 0.6779661016949152, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9096774193548387, | |
| "precision": 0.9155844155844156, | |
| "recall": 0.9038461538461539, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8873626373626373, | |
| "precision": 0.8861454046639232, | |
| "recall": 0.8885832187070152, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.663892288861689, | |
| "precision": 0.6734541842562701, | |
| "recall": 0.6545981173062998, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9122568973315242, | |
| "precision": 0.9048900852400179, | |
| "recall": 0.9197446420428637, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9055930186433956, | |
| "precision": 0.9025855934213648, | |
| "recall": 0.9086205524158243, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9998404340194671, | |
| "precision": 1.0, | |
| "recall": 0.9996809189534142, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9095452733572502, | |
| "eval_loss": 0.5995727777481079, | |
| "eval_macro avg": { | |
| "f1-score": 0.8509412567526382, | |
| "precision": 0.8515179692658439, | |
| "recall": 0.8504342435666409, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.967, | |
| "eval_samples_per_second": 16.308, | |
| "eval_steps_per_second": 2.215, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9091182110651892, | |
| "precision": 0.908741493590885, | |
| "recall": 0.9095452733572502, | |
| "support": 32613.0 | |
| }, | |
| "step": 1053 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6543438077634012, | |
| "precision": 0.7195121951219512, | |
| "recall": 0.6, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8918032786885245, | |
| "precision": 0.912751677852349, | |
| "recall": 0.8717948717948718, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.895364238410596, | |
| "precision": 0.8633461047254151, | |
| "recall": 0.9298486932599724, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.612272977435333, | |
| "precision": 0.712, | |
| "recall": 0.5370504465363264, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9033142857142857, | |
| "precision": 0.9055912007332723, | |
| "recall": 0.9010487916096671, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9070541005543873, | |
| "precision": 0.8727192466156563, | |
| "recall": 0.9442012258218578, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9072455769171802, | |
| "eval_loss": 0.6337578892707825, | |
| "eval_macro avg": { | |
| "f1-score": 0.8377360983666469, | |
| "precision": 0.8551314892926634, | |
| "recall": 0.8262777184318136, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9902, | |
| "eval_samples_per_second": 16.232, | |
| "eval_steps_per_second": 2.204, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9024627717609818, | |
| "precision": 0.902034384321647, | |
| "recall": 0.9072455769171802, | |
| "support": 32613.0 | |
| }, | |
| "step": 1134 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6715867158671587, | |
| "precision": 0.7368421052631579, | |
| "recall": 0.6169491525423729, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8902077151335311, | |
| "precision": 0.8287292817679558, | |
| "recall": 0.9615384615384616, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.896551724137931, | |
| "precision": 0.8816489361702128, | |
| "recall": 0.9119669876203577, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6393111798735368, | |
| "precision": 0.7221884498480243, | |
| "recall": 0.5734974656046343, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.898728813559322, | |
| "precision": 0.8393351800554016, | |
| "recall": 0.9671682626538988, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9101119213820535, | |
| "precision": 0.892125382262997, | |
| "recall": 0.9288386531879328, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9105878024100819, | |
| "eval_loss": 0.6874175667762756, | |
| "eval_macro avg": { | |
| "f1-score": 0.8437854385647904, | |
| "precision": 0.8429813336239642, | |
| "recall": 0.8514227118782368, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9796, | |
| "eval_samples_per_second": 16.266, | |
| "eval_steps_per_second": 2.209, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9069419606556991, | |
| "precision": 0.9065117879543761, | |
| "recall": 0.9105878024100819, | |
| "support": 32613.0 | |
| }, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.676923076923077, | |
| "precision": 0.6827586206896552, | |
| "recall": 0.6711864406779661, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8980891719745223, | |
| "precision": 0.8924050632911392, | |
| "recall": 0.9038461538461539, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8902606310013718, | |
| "precision": 0.8878248974008208, | |
| "recall": 0.8927097661623109, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6403442166540116, | |
| "precision": 0.6730513434424049, | |
| "recall": 0.6106685976345644, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9115737631520036, | |
| "precision": 0.8953386103781882, | |
| "recall": 0.9284085727314182, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9030989460437312, | |
| "precision": 0.8924990283715507, | |
| "recall": 0.9139536734856324, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9067549750099654, | |
| "eval_loss": 0.6374069452285767, | |
| "eval_macro avg": { | |
| "f1-score": 0.8457556865355311, | |
| "precision": 0.8462682233676798, | |
| "recall": 0.8458247435054351, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 5.004, | |
| "eval_samples_per_second": 16.187, | |
| "eval_steps_per_second": 2.198, | |
| "eval_weighted avg": { | |
| "f1-score": 0.905181158084066, | |
| "precision": 0.9041324706485238, | |
| "recall": 0.9067549750099654, | |
| "support": 32613.0 | |
| }, | |
| "step": 1296 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.7001620745542951, | |
| "precision": 0.6708074534161491, | |
| "recall": 0.7322033898305085, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.910828025477707, | |
| "precision": 0.9050632911392406, | |
| "recall": 0.9166666666666666, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8870175438596491, | |
| "precision": 0.9054441260744985, | |
| "recall": 0.8693259972489684, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6722241519045965, | |
| "precision": 0.6459724076546507, | |
| "recall": 0.7006999758629012, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9159550561797752, | |
| "precision": 0.9029685423128047, | |
| "recall": 0.9293205654354765, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8987500505642975, | |
| "precision": 0.9137193617371279, | |
| "recall": 0.884263312902969, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.999600989545926, | |
| "precision": 1.0, | |
| "recall": 0.9992022973835354, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9066016619139607, | |
| "eval_loss": 0.5605483055114746, | |
| "eval_macro avg": { | |
| "f1-score": 0.8549339845837495, | |
| "precision": 0.8491393117620675, | |
| "recall": 0.8616688864758607, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 5.0022, | |
| "eval_samples_per_second": 16.193, | |
| "eval_steps_per_second": 2.199, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9078958614075368, | |
| "precision": 0.9097251400220888, | |
| "recall": 0.9066016619139607, | |
| "support": 32613.0 | |
| }, | |
| "step": 1377 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.7140495867768595, | |
| "precision": 0.6967741935483871, | |
| "recall": 0.7322033898305085, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9066666666666667, | |
| "precision": 0.9444444444444444, | |
| "recall": 0.8717948717948718, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8988300068823124, | |
| "precision": 0.8994490358126722, | |
| "recall": 0.8982118294360385, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6946223564954682, | |
| "precision": 0.6955469506292352, | |
| "recall": 0.6937002172338885, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9217432052483598, | |
| "precision": 0.9479518072289157, | |
| "recall": 0.8969448244414044, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9124099152609487, | |
| "precision": 0.9078086833188874, | |
| "recall": 0.9170580275411924, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.916873639346273, | |
| "eval_loss": 0.636456310749054, | |
| "eval_macro avg": { | |
| "f1-score": 0.8640402643727008, | |
| "precision": 0.8702821592832203, | |
| "recall": 0.8585476271451797, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9811, | |
| "eval_samples_per_second": 16.261, | |
| "eval_steps_per_second": 2.208, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9168994897940371, | |
| "precision": 0.917060404983014, | |
| "recall": 0.916873639346273, | |
| "support": 32613.0 | |
| }, | |
| "step": 1458 | |
| }, | |
| { | |
| "epoch": 18.52, | |
| "grad_norm": 2.2237088680267334, | |
| "learning_rate": 1.2592592592592593e-05, | |
| "loss": 0.0112, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6907216494845362, | |
| "precision": 0.7003484320557491, | |
| "recall": 0.6813559322033899, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9067524115755627, | |
| "precision": 0.9096774193548387, | |
| "recall": 0.9038461538461539, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8940533151059467, | |
| "precision": 0.8885869565217391, | |
| "recall": 0.8995873452544704, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6695981433980701, | |
| "precision": 0.6777942631058358, | |
| "recall": 0.6615978759353126, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9135184342284934, | |
| "precision": 0.9118582462517038, | |
| "recall": 0.9151846785225718, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9059761272157671, | |
| "precision": 0.9027185079816659, | |
| "recall": 0.9092573429913238, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9107717781252874, | |
| "eval_loss": 0.6661651134490967, | |
| "eval_macro avg": { | |
| "f1-score": 0.8543742972869109, | |
| "precision": 0.8558548321816474, | |
| "recall": 0.8529756183933175, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9645, | |
| "eval_samples_per_second": 16.316, | |
| "eval_steps_per_second": 2.216, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9103873346045664, | |
| "precision": 0.9100412278575488, | |
| "recall": 0.9107717781252874, | |
| "support": 32613.0 | |
| }, | |
| "step": 1539 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.697278911564626, | |
| "precision": 0.6996587030716723, | |
| "recall": 0.6949152542372882, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9072847682119205, | |
| "precision": 0.9383561643835616, | |
| "recall": 0.8782051282051282, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8958475153165418, | |
| "precision": 0.8867924528301887, | |
| "recall": 0.9050894085281981, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6639919759277834, | |
| "precision": 0.6908426819723454, | |
| "recall": 0.6391503741250302, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9188432835820896, | |
| "precision": 0.9403341288782816, | |
| "recall": 0.898312813497492, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9079586401378662, | |
| "precision": 0.8937466265710541, | |
| "recall": 0.9226299450768128, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9120289455125257, | |
| "eval_loss": 0.6076620817184448, | |
| "eval_macro avg": { | |
| "f1-score": 0.8558807440027308, | |
| "precision": 0.8642472511010147, | |
| "recall": 0.8483175933440433, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9557, | |
| "eval_samples_per_second": 16.345, | |
| "eval_steps_per_second": 2.22, | |
| "eval_weighted avg": { | |
| "f1-score": 0.910883429910181, | |
| "precision": 0.9102484848959365, | |
| "recall": 0.9120289455125257, | |
| "support": 32613.0 | |
| }, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6752767527675276, | |
| "precision": 0.7408906882591093, | |
| "recall": 0.6203389830508474, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9120521172638437, | |
| "precision": 0.9271523178807947, | |
| "recall": 0.8974358974358975, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8992042440318302, | |
| "precision": 0.8681177976952625, | |
| "recall": 0.9325997248968363, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6303986710963455, | |
| "precision": 0.73904576436222, | |
| "recall": 0.5496017378711079, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9182505152278452, | |
| "precision": 0.922263109475621, | |
| "recall": 0.9142726858185134, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.909555793008701, | |
| "precision": 0.8736163037900447, | |
| "recall": 0.9485791610284168, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999202361011406, | |
| "precision": 0.9998404849258254, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9117836445589182, | |
| "eval_loss": 0.685625433921814, | |
| "eval_macro avg": { | |
| "f1-score": 0.8492369042138906, | |
| "precision": 0.8672752094841254, | |
| "recall": 0.8375468843002313, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9777, | |
| "eval_samples_per_second": 16.273, | |
| "eval_steps_per_second": 2.21, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9070745665639394, | |
| "precision": 0.9072440958491244, | |
| "recall": 0.9117836445589182, | |
| "support": 32613.0 | |
| }, | |
| "step": 1701 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.7060653188180404, | |
| "precision": 0.6522988505747126, | |
| "recall": 0.7694915254237288, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9032258064516129, | |
| "precision": 0.9090909090909091, | |
| "recall": 0.8974358974358975, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8852459016393444, | |
| "precision": 0.9186390532544378, | |
| "recall": 0.8541953232462174, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6783193277310924, | |
| "precision": 0.6329987452948557, | |
| "recall": 0.7306299782766111, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9076923076923077, | |
| "precision": 0.9007633587786259, | |
| "recall": 0.9147286821705426, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.8980493191019507, | |
| "precision": 0.9234650967199327, | |
| "recall": 0.8739950648730399, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9056817833379327, | |
| "eval_loss": 0.714400589466095, | |
| "eval_macro avg": { | |
| "f1-score": 0.8540854259191927, | |
| "precision": 0.8481794305304963, | |
| "recall": 0.8629252102037197, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 5.1631, | |
| "eval_samples_per_second": 15.688, | |
| "eval_steps_per_second": 2.13, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9079755332777275, | |
| "precision": 0.911828926872852, | |
| "recall": 0.9056817833379327, | |
| "support": 32613.0 | |
| }, | |
| "step": 1782 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6942148760330579, | |
| "precision": 0.6774193548387096, | |
| "recall": 0.711864406779661, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.88659793814433, | |
| "precision": 0.9555555555555556, | |
| "recall": 0.8269230769230769, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8945205479452054, | |
| "precision": 0.8908594815825375, | |
| "recall": 0.8982118294360385, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6700834326579261, | |
| "precision": 0.6618789733929833, | |
| "recall": 0.6784938450398262, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.8958790538892953, | |
| "precision": 0.9627882599580713, | |
| "recall": 0.8376652986776105, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9067846840795036, | |
| "precision": 0.900345260514752, | |
| "recall": 0.9133168829101329, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.909146659307638, | |
| "eval_loss": 0.6947330236434937, | |
| "eval_macro avg": { | |
| "f1-score": 0.8497257903927597, | |
| "precision": 0.8641209836918013, | |
| "recall": 0.8380679056809066, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9764, | |
| "eval_samples_per_second": 16.277, | |
| "eval_steps_per_second": 2.21, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9095199312515945, | |
| "precision": 0.9105926154648943, | |
| "recall": 0.909146659307638, | |
| "support": 32613.0 | |
| }, | |
| "step": 1863 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.7096774193548386, | |
| "precision": 0.676923076923077, | |
| "recall": 0.7457627118644068, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9130434782608695, | |
| "precision": 0.8855421686746988, | |
| "recall": 0.9423076923076923, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8896746817538898, | |
| "precision": 0.9155749636098981, | |
| "recall": 0.8651994497936726, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6777306967984934, | |
| "precision": 0.6613829542844015, | |
| "recall": 0.6949070721699252, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9096057503811806, | |
| "precision": 0.8707256046705588, | |
| "recall": 0.9521203830369357, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9036461494880823, | |
| "precision": 0.9190813302601252, | |
| "recall": 0.8887208469314655, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9095759359764511, | |
| "eval_loss": 0.7040016055107117, | |
| "eval_macro avg": { | |
| "f1-score": 0.8576254537196221, | |
| "precision": 0.8470328712032513, | |
| "recall": 0.8698597365862997, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.987, | |
| "eval_samples_per_second": 16.242, | |
| "eval_steps_per_second": 2.206, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9103637622541415, | |
| "precision": 0.9117679902876374, | |
| "recall": 0.9095759359764511, | |
| "support": 32613.0 | |
| }, | |
| "step": 1944 | |
| }, | |
| { | |
| "epoch": 24.69, | |
| "grad_norm": 0.0041221510618925095, | |
| "learning_rate": 1.0123456790123458e-05, | |
| "loss": 0.0061, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6870748299319729, | |
| "precision": 0.689419795221843, | |
| "recall": 0.6847457627118644, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.898360655737705, | |
| "precision": 0.9194630872483222, | |
| "recall": 0.8782051282051282, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8940533151059467, | |
| "precision": 0.8885869565217391, | |
| "recall": 0.8995873452544704, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6645924082140635, | |
| "precision": 0.6860226104830421, | |
| "recall": 0.6444605358435916, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9111880046136103, | |
| "precision": 0.9220354808590103, | |
| "recall": 0.9005927952576379, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9084473808400189, | |
| "precision": 0.8977846871356393, | |
| "recall": 0.919366393377378, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.911415693128507, | |
| "eval_loss": 0.6578116416931152, | |
| "eval_macro avg": { | |
| "f1-score": 0.8519595134919024, | |
| "precision": 0.8576160882099424, | |
| "recall": 0.8467082800928672, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9806, | |
| "eval_samples_per_second": 16.263, | |
| "eval_steps_per_second": 2.209, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9104735591343546, | |
| "precision": 0.9098182414323299, | |
| "recall": 0.911415693128507, | |
| "support": 32613.0 | |
| }, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.7008264462809918, | |
| "precision": 0.6838709677419355, | |
| "recall": 0.7186440677966102, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8947368421052632, | |
| "precision": 0.918918918918919, | |
| "recall": 0.8717948717948718, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8964088397790055, | |
| "precision": 0.9001386962552012, | |
| "recall": 0.8927097661623109, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6849380362249762, | |
| "precision": 0.6763944457519416, | |
| "recall": 0.6937002172338885, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9123211813567144, | |
| "precision": 0.9234002802428771, | |
| "recall": 0.9015047879616963, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9089821314613912, | |
| "precision": 0.910944120233432, | |
| "recall": 0.9070285759770755, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9130714745653574, | |
| "eval_loss": 0.7021818161010742, | |
| "eval_macro avg": { | |
| "f1-score": 0.8568819414980903, | |
| "precision": 0.8590953470206152, | |
| "recall": 0.8550432166664008, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.965, | |
| "eval_samples_per_second": 16.314, | |
| "eval_steps_per_second": 2.215, | |
| "eval_weighted avg": { | |
| "f1-score": 0.913484595343639, | |
| "precision": 0.9139608163869709, | |
| "recall": 0.9130714745653574, | |
| "support": 32613.0 | |
| }, | |
| "step": 2106 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.692967409948542, | |
| "precision": 0.7013888888888888, | |
| "recall": 0.6847457627118644, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9073482428115015, | |
| "precision": 0.9044585987261147, | |
| "recall": 0.9102564102564102, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8958904109589041, | |
| "precision": 0.8922237380627558, | |
| "recall": 0.8995873452544704, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6764050507551375, | |
| "precision": 0.69428208386277, | |
| "recall": 0.6594255370504465, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9191374663072776, | |
| "precision": 0.9057104913678619, | |
| "recall": 0.93296853625171, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9100839005857211, | |
| "precision": 0.9049980322707596, | |
| "recall": 0.9152272546366313, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9140526783797872, | |
| "eval_loss": 0.7241345643997192, | |
| "eval_macro avg": { | |
| "f1-score": 0.8574046401952976, | |
| "precision": 0.8575802618827357, | |
| "recall": 0.8574586923087905, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9786, | |
| "eval_samples_per_second": 16.27, | |
| "eval_steps_per_second": 2.209, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9132763828083692, | |
| "precision": 0.9126659915256446, | |
| "recall": 0.9140526783797872, | |
| "support": 32613.0 | |
| }, | |
| "step": 2187 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.702791461412151, | |
| "precision": 0.6815286624203821, | |
| "recall": 0.7254237288135593, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.8970099667774087, | |
| "precision": 0.9310344827586207, | |
| "recall": 0.8653846153846154, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8956461644782308, | |
| "precision": 0.9, | |
| "recall": 0.8913342503438789, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6791507633587787, | |
| "precision": 0.6713039377505305, | |
| "recall": 0.6871832005792904, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9076923076923077, | |
| "precision": 0.9284692417739628, | |
| "recall": 0.8878248974008208, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9079402985074626, | |
| "precision": 0.9079764368731094, | |
| "recall": 0.9079041630183873, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999202233745512, | |
| "precision": 1.0, | |
| "recall": 0.9998404594767071, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9116303314629136, | |
| "eval_loss": 0.7758038640022278, | |
| "eval_macro avg": { | |
| "f1-score": 0.85573588365727, | |
| "precision": 0.8600446802252293, | |
| "recall": 0.8521279021453229, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9782, | |
| "eval_samples_per_second": 16.271, | |
| "eval_steps_per_second": 2.21, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9120331319181557, | |
| "precision": 0.9125454748864557, | |
| "recall": 0.9116303314629136, | |
| "support": 32613.0 | |
| }, | |
| "step": 2268 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.7140495867768595, | |
| "precision": 0.6967741935483871, | |
| "recall": 0.7322033898305085, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9155844155844156, | |
| "precision": 0.9276315789473685, | |
| "recall": 0.9038461538461539, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8975069252077562, | |
| "precision": 0.9037656903765691, | |
| "recall": 0.8913342503438789, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6932471264367815, | |
| "precision": 0.6878118317890235, | |
| "recall": 0.6987690079652426, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9248, | |
| "precision": 0.9271310724106324, | |
| "recall": 0.9224806201550387, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9102149894300187, | |
| "precision": 0.912216181643748, | |
| "recall": 0.9082225583061371, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9158311102934412, | |
| "eval_loss": 0.7231832146644592, | |
| "eval_macro avg": { | |
| "f1-score": 0.8650518795305887, | |
| "precision": 0.865047221245104, | |
| "recall": 0.8652537443121877, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.968, | |
| "eval_samples_per_second": 16.304, | |
| "eval_steps_per_second": 2.214, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9160979814383814, | |
| "precision": 0.9163913568578534, | |
| "recall": 0.9158311102934412, | |
| "support": 32613.0 | |
| }, | |
| "step": 2349 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6937394247038917, | |
| "precision": 0.6925675675675675, | |
| "recall": 0.6949152542372882, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9061488673139159, | |
| "precision": 0.9150326797385621, | |
| "recall": 0.8974358974358975, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8942307692307693, | |
| "precision": 0.8930041152263375, | |
| "recall": 0.8954607977991746, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6808769792935445, | |
| "precision": 0.6872387509220556, | |
| "recall": 0.6746319092445088, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9230070406540993, | |
| "precision": 0.9194570135746606, | |
| "recall": 0.9265845873233014, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.908715505261068, | |
| "precision": 0.9065916653462209, | |
| "recall": 0.9108493194300724, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 1.0, | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9138073774261798, | |
| "eval_loss": 0.7184767127037048, | |
| "eval_macro avg": { | |
| "f1-score": 0.8581026552081842, | |
| "precision": 0.8591273989107719, | |
| "recall": 0.8571253950671774, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9612, | |
| "eval_samples_per_second": 16.327, | |
| "eval_steps_per_second": 2.217, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9135418017594757, | |
| "precision": 0.9132976723952129, | |
| "recall": 0.9138073774261798, | |
| "support": 32613.0 | |
| }, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 30.86, | |
| "grad_norm": 0.002683656057342887, | |
| "learning_rate": 7.654320987654322e-06, | |
| "loss": 0.0024, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6986754966887417, | |
| "precision": 0.6828478964401294, | |
| "recall": 0.7152542372881356, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9206349206349206, | |
| "precision": 0.9119496855345912, | |
| "recall": 0.9294871794871795, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.890125173852573, | |
| "precision": 0.90014064697609, | |
| "recall": 0.8803301237964236, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6821539194662855, | |
| "precision": 0.6734885909197835, | |
| "recall": 0.6910451363746077, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9271943751417554, | |
| "precision": 0.9223826714801444, | |
| "recall": 0.9320565435476517, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.905381076215243, | |
| "precision": 0.9101512226512226, | |
| "recall": 0.9006606702220807, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.912304909085334, | |
| "eval_loss": 0.73140949010849, | |
| "eval_macro avg": { | |
| "f1-score": 0.8605892964682583, | |
| "precision": 0.8572801020002803, | |
| "recall": 0.8641077314934904, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9803, | |
| "eval_samples_per_second": 16.264, | |
| "eval_steps_per_second": 2.209, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9127082057497462, | |
| "precision": 0.913175260529506, | |
| "recall": 0.912304909085334, | |
| "support": 32613.0 | |
| }, | |
| "step": 2511 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.6913996627318718, | |
| "precision": 0.6879194630872483, | |
| "recall": 0.6949152542372882, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9240506329113924, | |
| "precision": 0.9125, | |
| "recall": 0.9358974358974359, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8895027624309392, | |
| "precision": 0.8932038834951457, | |
| "recall": 0.8858321870701513, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6711132670385641, | |
| "precision": 0.6743845966366073, | |
| "recall": 0.6678735216027033, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.928603302097278, | |
| "precision": 0.909130624726955, | |
| "recall": 0.9489284085727314, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9038691663342641, | |
| "precision": 0.9058927000879508, | |
| "recall": 0.9018546525511423, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9109250912212922, | |
| "eval_loss": 0.7511080503463745, | |
| "eval_macro avg": { | |
| "f1-score": 0.8583569866889427, | |
| "precision": 0.8547187525762724, | |
| "recall": 0.8621745270956865, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 5.0707, | |
| "eval_samples_per_second": 15.974, | |
| "eval_steps_per_second": 2.169, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9107546356079316, | |
| "precision": 0.9106514058813452, | |
| "recall": 0.9109250912212922, | |
| "support": 32613.0 | |
| }, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_B-Claim": { | |
| "f1-score": 0.7094594594594594, | |
| "precision": 0.7070707070707071, | |
| "recall": 0.711864406779661, | |
| "support": 295.0 | |
| }, | |
| "eval_B-MajorClaim": { | |
| "f1-score": 0.9185667752442997, | |
| "precision": 0.9337748344370861, | |
| "recall": 0.9038461538461539, | |
| "support": 156.0 | |
| }, | |
| "eval_B-Premise": { | |
| "f1-score": 0.8984910836762688, | |
| "precision": 0.896032831737346, | |
| "recall": 0.9009628610729024, | |
| "support": 727.0 | |
| }, | |
| "eval_I-Claim": { | |
| "f1-score": 0.6867204695524578, | |
| "precision": 0.695910780669145, | |
| "recall": 0.6777697320782042, | |
| "support": 4143.0 | |
| }, | |
| "eval_I-MajorClaim": { | |
| "f1-score": 0.9270425776754891, | |
| "precision": 0.9358736059479554, | |
| "recall": 0.9183766529867761, | |
| "support": 2193.0 | |
| }, | |
| "eval_I-Premise": { | |
| "f1-score": 0.9104648862512364, | |
| "precision": 0.9051290119572057, | |
| "recall": 0.9158640452121308, | |
| "support": 12563.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9999601132782897, | |
| "precision": 1.0, | |
| "recall": 0.9999202297383536, | |
| "support": 12536.0 | |
| }, | |
| "eval_accuracy": 0.9158617729126421, | |
| "eval_loss": 0.7425341010093689, | |
| "eval_macro avg": { | |
| "f1-score": 0.8643864807339287, | |
| "precision": 0.8676845388313493, | |
| "recall": 0.8612291545305973, | |
| "support": 32613.0 | |
| }, | |
| "eval_runtime": 4.9731, | |
| "eval_samples_per_second": 16.288, | |
| "eval_steps_per_second": 2.212, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9155106123184129, | |
| "precision": 0.9152281470826237, | |
| "recall": 0.9158617729126421, | |
| "support": 32613.0 | |
| }, | |
| "step": 2673 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 4730360494167000.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |