| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 19.0, | |
| "eval_steps": 500, | |
| "global_step": 1539, | |
| "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 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 2723540890581000.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |