{ "best_metric": null, "best_model_checkpoint": null, "epoch": 8.0, "eval_steps": 500, "global_step": 648, "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 } ], "logging_steps": 500, "max_steps": 4050, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "total_flos": 1146754059192000.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }