diff --git "a/checkpoint-2430/trainer_state.json" "b/checkpoint-2430/trainer_state.json"
--- "a/checkpoint-2430/trainer_state.json"
+++ "b/checkpoint-2430/trainer_state.json"
@@ -11,1918 +11,1918 @@
     {
       "epoch": 1.0,
       "eval_B-Claim": {
-        "f1-score": 0.18764302059496568,
-        "precision": 0.3416666666666667,
-        "recall": 0.12933753943217666,
-        "support": 317.0
+        "f1-score": 0.17153996101364524,
+        "precision": 0.25287356321839083,
+        "recall": 0.12979351032448377,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.19540229885057472,
-        "precision": 0.8947368421052632,
-        "recall": 0.10967741935483871,
-        "support": 155.0
+        "f1-score": 0.08383233532934131,
+        "precision": 1.0,
+        "recall": 0.04375,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8476339053562143,
-        "precision": 0.740909090909091,
-        "recall": 0.9902794653705954,
-        "support": 823.0
+        "f1-score": 0.8469620831429876,
+        "precision": 0.7427884615384616,
+        "recall": 0.9851222104144527,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.4315998169894769,
-        "precision": 0.6394035246272028,
-        "recall": 0.3257366482504604,
-        "support": 4344.0
+        "f1-score": 0.5420081967213116,
+        "precision": 0.6803858520900321,
+        "recall": 0.4504044274159217,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.7779799818016379,
-        "precision": 0.7493426818580193,
-        "recall": 0.8088930936613056,
-        "support": 2114.0
+        "f1-score": 0.8343351767251743,
+        "precision": 0.8141717503519474,
+        "recall": 0.8555226824457594,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.8948683715038855,
-        "precision": 0.8376057421174058,
-        "recall": 0.9605350187403542,
-        "support": 13607.0
+        "f1-score": 0.9004323458767015,
+        "precision": 0.8590809093131264,
+        "recall": 0.9459659511472983,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9980147987727848,
-        "precision": 0.9970251509961237,
-        "recall": 0.9990064131514769,
-        "support": 11071.0
+        "f1-score": 0.9988389078242631,
+        "precision": 0.9991008541885209,
+        "recall": 0.9985770987793006,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.8673183065585397,
-      "eval_loss": 0.3193369209766388,
+      "eval_accuracy": 0.8856789444749863,
+      "eval_loss": 0.28347474336624146,
       "eval_macro avg": {
-        "f1-score": 0.6190203134099342,
-        "precision": 0.7429556713256817,
-        "recall": 0.6176379425658869,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9083,
-      "eval_samples_per_second": 16.299,
-      "eval_steps_per_second": 2.037,
+        "f1-score": 0.6254212866619178,
+        "precision": 0.76405734152864,
+        "recall": 0.629876554361031,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0448,
+      "eval_samples_per_second": 16.056,
+      "eval_steps_per_second": 2.18,
       "eval_weighted avg": {
-        "f1-score": 0.8489527906249091,
-        "precision": 0.8526967051825685,
-        "recall": 0.8673183065585397,
-        "support": 32431.0
+        "f1-score": 0.8748148382495958,
+        "precision": 0.8768575102351055,
+        "recall": 0.8856789444749863,
+        "support": 36380.0
       },
       "step": 81
     },
     {
       "epoch": 2.0,
       "eval_B-Claim": {
-        "f1-score": 0.583941605839416,
-        "precision": 0.6926406926406926,
-        "recall": 0.5047318611987381,
-        "support": 317.0
+        "f1-score": 0.5137931034482759,
+        "precision": 0.6182572614107884,
+        "recall": 0.43952802359882004,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.8117647058823529,
-        "precision": 0.745945945945946,
-        "recall": 0.8903225806451613,
-        "support": 155.0
+        "f1-score": 0.7622641509433963,
+        "precision": 0.9619047619047619,
+        "recall": 0.63125,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8943661971830986,
-        "precision": 0.8649262202043133,
-        "recall": 0.9258809234507898,
-        "support": 823.0
+        "f1-score": 0.8853910477127397,
+        "precision": 0.8241758241758241,
+        "recall": 0.9564293304994687,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6197740770932805,
-        "precision": 0.6271506009898656,
-        "recall": 0.6125690607734806,
-        "support": 4344.0
+        "f1-score": 0.5413588470388762,
+        "precision": 0.6279853891542568,
+        "recall": 0.47573435504469985,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8298737427776589,
-        "precision": 0.7577178585384916,
-        "recall": 0.9172185430463576,
-        "support": 2114.0
+        "f1-score": 0.7949260042283298,
+        "precision": 0.856492027334852,
+        "recall": 0.7416173570019724,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9013697613125952,
-        "precision": 0.9106660666066607,
-        "recall": 0.8922613360770192,
-        "support": 13607.0
+        "f1-score": 0.9007064868336545,
+        "precision": 0.8614779777627618,
+        "recall": 0.9436780835744566,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9961487925331883,
-        "precision": 0.9993636363636363,
-        "recall": 0.9929545659831993,
-        "support": 11071.0
+        "f1-score": 0.9988389947942025,
+        "precision": 0.9990260713215463,
+        "recall": 0.9986519883172321,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.887854213561099,
-      "eval_loss": 0.26407390832901,
+      "eval_accuracy": 0.8864211105002748,
+      "eval_loss": 0.2809496521949768,
       "eval_macro avg": {
-        "f1-score": 0.8053198403745129,
-        "precision": 0.7997730030413723,
-        "recall": 0.8194198387392494,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9329,
-      "eval_samples_per_second": 16.218,
-      "eval_steps_per_second": 2.027,
+        "f1-score": 0.7710398049999251,
+        "precision": 0.8213313304378275,
+        "recall": 0.7409841625766643,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0579,
+      "eval_samples_per_second": 16.014,
+      "eval_steps_per_second": 2.175,
       "eval_weighted avg": {
-        "f1-score": 0.8876368199002541,
-        "precision": 0.8889201304482091,
-        "recall": 0.887854213561099,
-        "support": 32431.0
+        "f1-score": 0.8798131143596267,
+        "precision": 0.8787439244541853,
+        "recall": 0.8864211105002748,
+        "support": 36380.0
       },
       "step": 162
     },
     {
       "epoch": 3.0,
       "eval_B-Claim": {
-        "f1-score": 0.5895522388059701,
-        "precision": 0.7214611872146118,
-        "recall": 0.49842271293375395,
-        "support": 317.0
+        "f1-score": 0.6401137980085349,
+        "precision": 0.6181318681318682,
+        "recall": 0.6637168141592921,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.8668941979522183,
-        "precision": 0.9202898550724637,
-        "recall": 0.8193548387096774,
-        "support": 155.0
+        "f1-score": 0.7918781725888324,
+        "precision": 0.6666666666666666,
+        "recall": 0.975,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8929178470254956,
-        "precision": 0.8365180467091295,
-        "recall": 0.9574726609963548,
-        "support": 823.0
+        "f1-score": 0.8866442199775534,
+        "precision": 0.93935790725327,
+        "recall": 0.8395324123273114,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6548140728684112,
-        "precision": 0.7178149876475433,
-        "recall": 0.6019797421731123,
-        "support": 4344.0
+        "f1-score": 0.6254390633315594,
+        "precision": 0.6255056418990845,
+        "recall": 0.6253724989357173,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8815622622368754,
-        "precision": 0.9502460360852925,
-        "recall": 0.8221381267738883,
-        "support": 2114.0
+        "f1-score": 0.76480605487228,
+        "precision": 0.6205096714768191,
+        "recall": 0.9965483234714004,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9169943670953343,
-        "precision": 0.8852257181942544,
-        "recall": 0.9511280958330272,
-        "support": 13607.0
+        "f1-score": 0.9049205625504156,
+        "precision": 0.9449897450922942,
+        "recall": 0.868111163447951,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9984170774727511,
-        "precision": 0.9998188405797102,
-        "recall": 0.9970192394544305,
-        "support": 11071.0
+        "f1-score": 0.9988758992805756,
+        "precision": 0.9995500562429697,
+        "recall": 0.9982026510896428,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9067250470229101,
-      "eval_loss": 0.25323203206062317,
+      "eval_accuracy": 0.8894997251236944,
+      "eval_loss": 0.318760484457016,
       "eval_macro avg": {
-        "f1-score": 0.8287360090652937,
-        "precision": 0.8616249530718579,
-        "recall": 0.8067879166963207,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9025,
-      "eval_samples_per_second": 16.318,
-      "eval_steps_per_second": 2.04,
+        "f1-score": 0.8018111100871074,
+        "precision": 0.7735302223947104,
+        "recall": 0.852354837633045,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0862,
+      "eval_samples_per_second": 15.925,
+      "eval_steps_per_second": 2.163,
       "eval_weighted avg": {
-        "f1-score": 0.9033110548907601,
-        "precision": 0.9034896128542845,
-        "recall": 0.9067250470229101,
-        "support": 32431.0
+        "f1-score": 0.8920666591013163,
+        "precision": 0.9012548868310761,
+        "recall": 0.8894997251236944,
+        "support": 36380.0
       },
       "step": 243
     },
     {
       "epoch": 4.0,
       "eval_B-Claim": {
-        "f1-score": 0.6806136680613668,
-        "precision": 0.61,
-        "recall": 0.7697160883280757,
-        "support": 317.0
+        "f1-score": 0.7034883720930232,
+        "precision": 0.6934097421203438,
+        "recall": 0.7138643067846607,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.8861538461538462,
-        "precision": 0.8470588235294118,
-        "recall": 0.9290322580645162,
-        "support": 155.0
+        "f1-score": 0.8958990536277602,
+        "precision": 0.9044585987261147,
+        "recall": 0.8875,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8687258687258688,
-        "precision": 0.9233926128590971,
-        "recall": 0.8201701093560145,
-        "support": 823.0
+        "f1-score": 0.9051172707889126,
+        "precision": 0.9080213903743316,
+        "recall": 0.9022316684378321,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.656155854589275,
-        "precision": 0.5819380121125757,
-        "recall": 0.7520718232044199,
-        "support": 4344.0
+        "f1-score": 0.6932699265998139,
+        "precision": 0.6739698492462312,
+        "recall": 0.7137079608343976,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8818897637795275,
-        "precision": 0.8408408408408409,
-        "recall": 0.9271523178807947,
-        "support": 2114.0
+        "f1-score": 0.8904009720534629,
+        "precision": 0.877815045519885,
+        "recall": 0.903353057199211,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.8829758349171871,
-        "precision": 0.9349433218334154,
-        "recall": 0.836481222899978,
-        "support": 13607.0
+        "f1-score": 0.9127480293558032,
+        "precision": 0.9218310342461052,
+        "recall": 0.9038422717179194,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9971017118014671,
-        "precision": 0.9998183634547271,
-        "recall": 0.9943997832174148,
-        "support": 11071.0
+        "f1-score": 0.9981619715668254,
+        "precision": 0.9999248459341651,
+        "recall": 0.9964053021792856,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.8843698930036077,
-      "eval_loss": 0.2791365385055542,
+      "eval_accuracy": 0.9113523914238593,
+      "eval_loss": 0.2517726719379425,
       "eval_macro avg": {
-        "f1-score": 0.8362309354326484,
-        "precision": 0.8197131392328668,
-        "recall": 0.8612890861358877,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9234,
-      "eval_samples_per_second": 16.249,
-      "eval_steps_per_second": 2.031,
+        "f1-score": 0.8570122280122289,
+        "precision": 0.8542043580238825,
+        "recall": 0.8601292238790438,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.062,
+      "eval_samples_per_second": 16.002,
+      "eval_steps_per_second": 2.173,
       "eval_weighted avg": {
-        "f1-score": 0.889158243622726,
-        "precision": 0.8997827813567029,
-        "recall": 0.8843698930036077,
-        "support": 32431.0
+        "f1-score": 0.9122886837716081,
+        "precision": 0.9134709768686261,
+        "recall": 0.9113523914238593,
+        "support": 36380.0
       },
       "step": 324
     },
     {
       "epoch": 5.0,
       "eval_B-Claim": {
-        "f1-score": 0.6078799249530958,
-        "precision": 0.75,
-        "recall": 0.5110410094637224,
-        "support": 317.0
+        "f1-score": 0.6590538336052201,
+        "precision": 0.7372262773722628,
+        "recall": 0.5958702064896755,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.8971962616822431,
-        "precision": 0.8674698795180723,
-        "recall": 0.9290322580645162,
-        "support": 155.0
+        "f1-score": 0.9078947368421054,
+        "precision": 0.9583333333333334,
+        "recall": 0.8625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.893739230327398,
-        "precision": 0.8474945533769063,
-        "recall": 0.945321992709599,
-        "support": 823.0
+        "f1-score": 0.9066802651708312,
+        "precision": 0.8715686274509804,
+        "recall": 0.944739638682253,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6119813135476778,
-        "precision": 0.7590320381731425,
-        "recall": 0.5126611418047882,
-        "support": 4344.0
+        "f1-score": 0.6513589503280225,
+        "precision": 0.7243355914538823,
+        "recall": 0.5917411664538101,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8889393595275948,
-        "precision": 0.854958497160332,
-        "recall": 0.9257332071901608,
-        "support": 2114.0
+        "f1-score": 0.8981975120588981,
+        "precision": 0.9256933542647828,
+        "recall": 0.8722879684418146,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9137743463765573,
-        "precision": 0.874462654486835,
-        "recall": 0.956786947894466,
-        "support": 13607.0
+        "f1-score": 0.9158848058378942,
+        "precision": 0.8877170824123777,
+        "recall": 0.9458986609245676,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9976913675252366,
-        "precision": 1.0,
-        "recall": 0.9953933700659381,
-        "support": 11071.0
+        "f1-score": 0.9994384336041331,
+        "precision": 0.9992513849378649,
+        "recall": 0.9996255523103422,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9036724121982054,
-      "eval_loss": 0.3500836193561554,
+      "eval_accuracy": 0.9121220450797142,
+      "eval_loss": 0.2739432156085968,
       "eval_macro avg": {
-        "f1-score": 0.8301716862771149,
-        "precision": 0.8504882318164697,
-        "recall": 0.8251385610275985,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9239,
-      "eval_samples_per_second": 16.247,
-      "eval_steps_per_second": 2.031,
+        "f1-score": 0.8483583624924435,
+        "precision": 0.8720179501750691,
+        "recall": 0.8303804561860663,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0932,
+      "eval_samples_per_second": 15.904,
+      "eval_steps_per_second": 2.16,
       "eval_weighted avg": {
-        "f1-score": 0.8968007164885599,
-        "precision": 0.8986502613295283,
-        "recall": 0.9036724121982054,
-        "support": 32431.0
+        "f1-score": 0.9087400479269403,
+        "precision": 0.9081638580455985,
+        "recall": 0.9121220450797142,
+        "support": 36380.0
       },
       "step": 405
     },
     {
       "epoch": 6.0,
       "eval_B-Claim": {
-        "f1-score": 0.672077922077922,
-        "precision": 0.6923076923076923,
-        "recall": 0.6529968454258676,
-        "support": 317.0
+        "f1-score": 0.6675461741424802,
+        "precision": 0.60381861575179,
+        "recall": 0.7463126843657817,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.8910256410256411,
-        "precision": 0.8853503184713376,
-        "recall": 0.896774193548387,
-        "support": 155.0
+        "f1-score": 0.887608069164265,
+        "precision": 0.8235294117647058,
+        "recall": 0.9625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8907563025210083,
-        "precision": 0.8801897983392646,
-        "recall": 0.9015795868772782,
-        "support": 823.0
+        "f1-score": 0.8737316798196167,
+        "precision": 0.9303721488595438,
+        "recall": 0.8235919234856536,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6666666666666667,
-        "precision": 0.6998228296633764,
-        "recall": 0.6365101289134438,
-        "support": 4344.0
+        "f1-score": 0.6529236868186323,
+        "precision": 0.6109050445103857,
+        "recall": 0.7011494252873564,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8853370396108408,
-        "precision": 0.867453472537449,
-        "recall": 0.9039735099337748,
-        "support": 2114.0
+        "f1-score": 0.8689320388349515,
+        "precision": 0.7863418530351438,
+        "recall": 0.9709072978303748,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9098497495826378,
-        "precision": 0.8987595898759589,
-        "recall": 0.9212170206511354,
-        "support": 13607.0
+        "f1-score": 0.8937734066010992,
+        "precision": 0.9312910284463894,
+        "recall": 0.8591615638247763,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.998190209030857,
-        "precision": 1.0,
-        "recall": 0.9963869569144612,
-        "support": 11071.0
+        "f1-score": 0.9988009592326139,
+        "precision": 0.9994750656167979,
+        "recall": 0.9981277615517112,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9043816101877833,
-      "eval_loss": 0.30672115087509155,
+      "eval_accuracy": 0.8944749862561847,
+      "eval_loss": 0.37784042954444885,
       "eval_macro avg": {
-        "f1-score": 0.8448433615022248,
-        "precision": 0.8462691001707254,
-        "recall": 0.8442054631806213,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9018,
-      "eval_samples_per_second": 16.321,
-      "eval_steps_per_second": 2.04,
+        "f1-score": 0.8347594306590942,
+        "precision": 0.8122475954263937,
+        "recall": 0.8659643794779507,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0734,
+      "eval_samples_per_second": 15.966,
+      "eval_steps_per_second": 2.168,
       "eval_weighted avg": {
-        "f1-score": 0.9029367568413356,
-        "precision": 0.9020793621628027,
-        "recall": 0.9043816101877833,
-        "support": 32431.0
+        "f1-score": 0.8971820344797716,
+        "precision": 0.9033144340485707,
+        "recall": 0.8944749862561847,
+        "support": 36380.0
       },
       "step": 486
     },
     {
       "epoch": 6.17,
-      "grad_norm": 0.43724608421325684,
+      "grad_norm": 21.778270721435547,
       "learning_rate": 1.7530864197530865e-05,
-      "loss": 0.2434,
+      "loss": 0.2481,
       "step": 500
     },
     {
       "epoch": 7.0,
       "eval_B-Claim": {
-        "f1-score": 0.6763285024154589,
-        "precision": 0.6907894736842105,
-        "recall": 0.6624605678233438,
-        "support": 317.0
+        "f1-score": 0.6489859594383774,
+        "precision": 0.6887417218543046,
+        "recall": 0.6135693215339233,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.8952380952380952,
-        "precision": 0.88125,
-        "recall": 0.9096774193548387,
-        "support": 155.0
+        "f1-score": 0.8852459016393444,
+        "precision": 0.9310344827586207,
+        "recall": 0.84375,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8941034897713597,
-        "precision": 0.8855780691299165,
-        "recall": 0.9027946537059538,
-        "support": 823.0
+        "f1-score": 0.9011898603207449,
+        "precision": 0.8780241935483871,
+        "recall": 0.9256110520722636,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6960393719240684,
-        "precision": 0.7088305489260143,
-        "recall": 0.6837016574585635,
-        "support": 4344.0
+        "f1-score": 0.626564114338193,
+        "precision": 0.6800398704211313,
+        "recall": 0.5808854831843338,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9140037593984962,
-        "precision": 0.9080298786181139,
-        "recall": 0.9200567644276254,
-        "support": 2114.0
+        "f1-score": 0.8813559322033898,
+        "precision": 0.9049350649350649,
+        "recall": 0.8589743589743589,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9164355568530141,
-        "precision": 0.9101253895774444,
-        "recall": 0.9228338355258323,
-        "support": 13607.0
+        "f1-score": 0.9073595340161655,
+        "precision": 0.8831698305516626,
+        "recall": 0.9329116479375547,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9967376529225193,
+        "f1-score": 0.9981994148098132,
         "precision": 1.0,
-        "recall": 0.9934965224460302,
-        "support": 11071.0
+        "recall": 0.9964053021792856,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9116277635595572,
-      "eval_loss": 0.34577852487564087,
+      "eval_accuracy": 0.9030786146234194,
+      "eval_loss": 0.4109443426132202,
       "eval_macro avg": {
-        "f1-score": 0.855555204074716,
-        "precision": 0.8549433371336713,
-        "recall": 0.8564316315345982,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.8989,
-      "eval_samples_per_second": 16.33,
-      "eval_steps_per_second": 2.041,
+        "f1-score": 0.8355572452522898,
+        "precision": 0.8522778805813102,
+        "recall": 0.8217295951259599,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0454,
+      "eval_samples_per_second": 16.054,
+      "eval_steps_per_second": 2.18,
       "eval_weighted avg": {
-        "f1-score": 0.9111536914902465,
-        "precision": 0.910801887328957,
-        "recall": 0.9116277635595572,
-        "support": 32431.0
+        "f1-score": 0.9003265559019435,
+        "precision": 0.8992988510674564,
+        "recall": 0.9030786146234194,
+        "support": 36380.0
       },
       "step": 567
     },
     {
       "epoch": 8.0,
       "eval_B-Claim": {
-        "f1-score": 0.701923076923077,
-        "precision": 0.7133550488599348,
-        "recall": 0.6908517350157729,
-        "support": 317.0
+        "f1-score": 0.7029972752043596,
+        "precision": 0.6531645569620254,
+        "recall": 0.7610619469026548,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9260450160771705,
-        "precision": 0.9230769230769231,
-        "recall": 0.9290322580645162,
-        "support": 155.0
+        "f1-score": 0.9134328358208955,
+        "precision": 0.8742857142857143,
+        "recall": 0.95625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8985507246376812,
-        "precision": 0.8931572629051621,
-        "recall": 0.9040097205346294,
-        "support": 823.0
+        "f1-score": 0.8914728682170544,
+        "precision": 0.930635838150289,
+        "recall": 0.8554729011689692,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6915371329879102,
-        "precision": 0.6917760884588804,
-        "recall": 0.6912983425414365,
-        "support": 4344.0
+        "f1-score": 0.6790487421383647,
+        "precision": 0.6307046367287331,
+        "recall": 0.7354193273733504,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9147286821705426,
-        "precision": 0.9085394307046197,
-        "recall": 0.9210028382213813,
-        "support": 2114.0
+        "f1-score": 0.8939393939393939,
+        "precision": 0.836340206185567,
+        "recall": 0.9600591715976331,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.912640635340834,
-        "precision": 0.9131778382753293,
-        "recall": 0.9121040640846623,
-        "support": 13607.0
+        "f1-score": 0.8993180625983564,
+        "precision": 0.9362166885102665,
+        "recall": 0.8652176838705337,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9993222177036736,
-        "precision": 0.9998191681735985,
-        "recall": 0.9988257609971999,
-        "support": 11071.0
+        "f1-score": 0.9979819119515658,
+        "precision": 0.9960462513987318,
+        "recall": 0.9999251104620684,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9104252104467947,
-      "eval_loss": 0.3896510601043701,
+      "eval_accuracy": 0.902363936228697,
+      "eval_loss": 0.4763801097869873,
       "eval_macro avg": {
-        "f1-score": 0.8635353551201269,
-        "precision": 0.863271680064921,
-        "recall": 0.8638749599227997,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9786,
-      "eval_samples_per_second": 16.069,
-      "eval_steps_per_second": 2.009,
+        "f1-score": 0.8540272985528559,
+        "precision": 0.8367705560316182,
+        "recall": 0.8762008773393156,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0791,
+      "eval_samples_per_second": 15.948,
+      "eval_steps_per_second": 2.166,
       "eval_weighted avg": {
-        "f1-score": 0.9103982293589928,
-        "precision": 0.9103825180220693,
-        "recall": 0.9104252104467947,
-        "support": 32431.0
+        "f1-score": 0.9048169208096876,
+        "precision": 0.9101018951943243,
+        "recall": 0.902363936228697,
+        "support": 36380.0
       },
       "step": 648
     },
     {
       "epoch": 9.0,
       "eval_B-Claim": {
-        "f1-score": 0.6862745098039215,
-        "precision": 0.6171284634760705,
-        "recall": 0.7728706624605678,
-        "support": 317.0
+        "f1-score": 0.6884779516358464,
+        "precision": 0.6648351648351648,
+        "recall": 0.7138643067846607,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9119496855345912,
-        "precision": 0.8895705521472392,
-        "recall": 0.9354838709677419,
-        "support": 155.0
+        "f1-score": 0.8860759493670887,
+        "precision": 0.8974358974358975,
+        "recall": 0.875,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8690095846645367,
-        "precision": 0.9164420485175202,
-        "recall": 0.8262454434993924,
-        "support": 823.0
+        "f1-score": 0.8984416980118215,
+        "precision": 0.908695652173913,
+        "recall": 0.8884165781083954,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6841291120965247,
-        "precision": 0.619652531290865,
-        "recall": 0.7635819521178637,
-        "support": 4344.0
+        "f1-score": 0.6685829873309911,
+        "precision": 0.6687965921192758,
+        "recall": 0.6683695189442316,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9025385312783318,
-        "precision": 0.8664055700609226,
-        "recall": 0.9418164616840113,
-        "support": 2114.0
+        "f1-score": 0.8819011041766683,
+        "precision": 0.8592142188961647,
+        "recall": 0.9058185404339251,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.8949834831374357,
-        "precision": 0.9374748531423513,
-        "recall": 0.8561769677371941,
-        "support": 13607.0
+        "f1-score": 0.9072658065820057,
+        "precision": 0.9083367057871308,
+        "recall": 0.9061974295134917,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9989151071331707,
-        "precision": 0.9998190209030857,
-        "recall": 0.9980128263029536,
-        "support": 11071.0
+        "f1-score": 0.9971465044679734,
+        "precision": 0.9998494089300505,
+        "recall": 0.9944581741930653,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.8965804323024267,
-      "eval_loss": 0.4196818470954895,
+      "eval_accuracy": 0.9054700384826828,
+      "eval_loss": 0.43875375390052795,
       "eval_macro avg": {
-        "f1-score": 0.8496857162355017,
-        "precision": 0.8352132913625792,
-        "recall": 0.8705983121099606,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9285,
-      "eval_samples_per_second": 16.232,
-      "eval_steps_per_second": 2.029,
+        "f1-score": 0.8468417145103421,
+        "precision": 0.843880520025371,
+        "recall": 0.8503035068539672,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0863,
+      "eval_samples_per_second": 15.925,
+      "eval_steps_per_second": 2.163,
       "eval_weighted avg": {
-        "f1-score": 0.9000940098435676,
-        "precision": 0.9076597589527613,
-        "recall": 0.8965804323024267,
-        "support": 32431.0
+        "f1-score": 0.9056589487317133,
+        "precision": 0.9059462683069767,
+        "recall": 0.9054700384826828,
+        "support": 36380.0
       },
       "step": 729
     },
     {
       "epoch": 10.0,
       "eval_B-Claim": {
-        "f1-score": 0.6905537459283387,
-        "precision": 0.7138047138047138,
-        "recall": 0.668769716088328,
-        "support": 317.0
+        "f1-score": 0.6910569105691057,
+        "precision": 0.6390977443609023,
+        "recall": 0.7522123893805309,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9142857142857143,
-        "precision": 0.9,
-        "recall": 0.9290322580645162,
-        "support": 155.0
+        "f1-score": 0.9046153846153846,
+        "precision": 0.8909090909090909,
+        "recall": 0.91875,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.894484412470024,
-        "precision": 0.8828402366863906,
-        "recall": 0.9064398541919806,
-        "support": 823.0
+        "f1-score": 0.8888888888888888,
+        "precision": 0.9213226909920182,
+        "recall": 0.8586609989373007,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.681682755333095,
-        "precision": 0.7066963182604399,
-        "recall": 0.6583793738489871,
-        "support": 4344.0
+        "f1-score": 0.6645316253002403,
+        "precision": 0.6271250472232717,
+        "recall": 0.7066836951894423,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9083702494754021,
-        "precision": 0.895632183908046,
-        "recall": 0.9214758751182592,
-        "support": 2114.0
+        "f1-score": 0.886980737990253,
+        "precision": 0.8377904427882508,
+        "recall": 0.9423076923076923,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9129089784183134,
-        "precision": 0.904253785147801,
-        "recall": 0.9217314617476299,
-        "support": 13607.0
+        "f1-score": 0.8983343700324833,
+        "precision": 0.9233501456276195,
+        "recall": 0.8746383150528229,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9983716301791207,
-        "precision": 0.999909395669113,
-        "recall": 0.9968385873001535,
-        "support": 11071.0
+        "f1-score": 0.9975225225225225,
+        "precision": 1.0,
+        "recall": 0.9950572904965176,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9092534920292313,
-      "eval_loss": 0.5311424136161804,
+      "eval_accuracy": 0.8995601979109401,
+      "eval_loss": 0.5381875038146973,
       "eval_macro avg": {
-        "f1-score": 0.8572367837271441,
-        "precision": 0.8575909476395005,
-        "recall": 0.857523875194265,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.8937,
-      "eval_samples_per_second": 16.348,
-      "eval_steps_per_second": 2.043,
+        "f1-score": 0.8474186342741253,
+        "precision": 0.8342278802715933,
+        "recall": 0.8640443401949011,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.099,
+      "eval_samples_per_second": 15.885,
+      "eval_steps_per_second": 2.157,
       "eval_weighted avg": {
-        "f1-score": 0.9081813659228948,
-        "precision": 0.9074585127295745,
-        "recall": 0.9092534920292313,
-        "support": 32431.0
+        "f1-score": 0.9017669881051834,
+        "precision": 0.9056169116577473,
+        "recall": 0.8995601979109401,
+        "support": 36380.0
       },
       "step": 810
     },
     {
       "epoch": 11.0,
       "eval_B-Claim": {
-        "f1-score": 0.680921052631579,
-        "precision": 0.711340206185567,
-        "recall": 0.6529968454258676,
-        "support": 317.0
+        "f1-score": 0.7103825136612023,
+        "precision": 0.6615776081424937,
+        "recall": 0.7669616519174042,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9009584664536742,
-        "precision": 0.8924050632911392,
-        "recall": 0.9096774193548387,
-        "support": 155.0
+        "f1-score": 0.9032258064516129,
+        "precision": 0.850828729281768,
+        "recall": 0.9625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8942020322773461,
-        "precision": 0.88,
-        "recall": 0.9088699878493317,
-        "support": 823.0
+        "f1-score": 0.8955223880597015,
+        "precision": 0.9331797235023042,
+        "recall": 0.8607863974495218,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6838570400575678,
-        "precision": 0.713820731096645,
-        "recall": 0.6563075506445673,
-        "support": 4344.0
+        "f1-score": 0.685932169375878,
+        "precision": 0.6488230827638573,
+        "recall": 0.7275436355896125,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.902502979737783,
-        "precision": 0.9096588178760211,
-        "recall": 0.8954588457899716,
-        "support": 2114.0
+        "f1-score": 0.8921899617375647,
+        "precision": 0.820703933747412,
+        "recall": 0.9773175542406312,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9134434303925829,
-        "precision": 0.9004641199571581,
-        "recall": 0.9268023811273609,
-        "support": 13607.0
+        "f1-score": 0.9036754507628294,
+        "precision": 0.932183990271121,
+        "recall": 0.8768588924029338,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9988699543461556,
-        "precision": 0.999728555917481,
-        "recall": 0.9980128263029536,
-        "support": 11071.0
+        "f1-score": 0.9971084156370874,
+        "precision": 1.0,
+        "recall": 0.9942335055792706,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9096235083716198,
-      "eval_loss": 0.49213308095932007,
+      "eval_accuracy": 0.9051951621770203,
+      "eval_loss": 0.5869538187980652,
       "eval_macro avg": {
-        "f1-score": 0.8535364222709555,
-        "precision": 0.8582024991891446,
-        "recall": 0.8497322652135558,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9244,
-      "eval_samples_per_second": 16.246,
-      "eval_steps_per_second": 2.031,
+        "f1-score": 0.8554338150979823,
+        "precision": 0.8353281525298509,
+        "recall": 0.880885948168482,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0923,
+      "eval_samples_per_second": 15.906,
+      "eval_steps_per_second": 2.16,
       "eval_weighted avg": {
-        "f1-score": 0.9083194817194259,
-        "precision": 0.9075428987655072,
-        "recall": 0.9096235083716198,
-        "support": 32431.0
+        "f1-score": 0.9071963301332511,
+        "precision": 0.9114149044954519,
+        "recall": 0.9051951621770203,
+        "support": 36380.0
       },
       "step": 891
     },
     {
       "epoch": 12.0,
       "eval_B-Claim": {
-        "f1-score": 0.6577181208053691,
-        "precision": 0.7025089605734767,
-        "recall": 0.6182965299684543,
-        "support": 317.0
+        "f1-score": 0.6758409785932722,
+        "precision": 0.7015873015873015,
+        "recall": 0.6519174041297935,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.8978328173374612,
-        "precision": 0.8630952380952381,
-        "recall": 0.9354838709677419,
-        "support": 155.0
+        "f1-score": 0.916923076923077,
+        "precision": 0.9030303030303031,
+        "recall": 0.93125,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8902147971360382,
-        "precision": 0.8745603751465416,
-        "recall": 0.9064398541919806,
-        "support": 823.0
+        "f1-score": 0.8989473684210527,
+        "precision": 0.8905109489051095,
+        "recall": 0.9075451647183846,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6518804243008679,
-        "precision": 0.6842105263157895,
-        "recall": 0.6224677716390423,
-        "support": 4344.0
+        "f1-score": 0.6533197602081212,
+        "precision": 0.6970794110547912,
+        "recall": 0.6147296722009365,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8919829328542555,
-        "precision": 0.8490808037622916,
-        "recall": 0.9394512771996215,
-        "support": 2114.0
+        "f1-score": 0.9200480192076831,
+        "precision": 0.8965839962564343,
+        "recall": 0.9447731755424064,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9075452422650322,
-        "precision": 0.9011665821317296,
-        "recall": 0.9140148453002132,
-        "support": 13607.0
+        "f1-score": 0.9082653940478558,
+        "precision": 0.8948605759811924,
+        "recall": 0.922077922077922,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9985526910900046,
-        "precision": 1.0,
-        "recall": 0.9971095655315689,
-        "support": 11071.0
+        "f1-score": 0.9988389947942025,
+        "precision": 0.9990260713215463,
+        "recall": 0.9986519883172321,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9020073386574574,
-      "eval_loss": 0.5465030670166016,
+      "eval_accuracy": 0.9089059923034635,
+      "eval_loss": 0.5580677390098572,
       "eval_macro avg": {
-        "f1-score": 0.8422467179698613,
-        "precision": 0.8392317837178667,
-        "recall": 0.8476091021140889,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.8988,
-      "eval_samples_per_second": 16.331,
-      "eval_steps_per_second": 2.041,
+        "f1-score": 0.8531690845993235,
+        "precision": 0.854668372590954,
+        "recall": 0.852992189569525,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0574,
+      "eval_samples_per_second": 16.016,
+      "eval_steps_per_second": 2.175,
       "eval_weighted avg": {
-        "f1-score": 0.9004246846165758,
-        "precision": 0.8996509302731299,
-        "recall": 0.9020073386574574,
-        "support": 32431.0
+        "f1-score": 0.9068749310769137,
+        "precision": 0.9057713940131727,
+        "recall": 0.9089059923034635,
+        "support": 36380.0
       },
       "step": 972
     },
     {
       "epoch": 12.35,
-      "grad_norm": 0.1318705528974533,
+      "grad_norm": 0.45772114396095276,
       "learning_rate": 1.506172839506173e-05,
-      "loss": 0.0258,
+      "loss": 0.0314,
       "step": 1000
     },
     {
       "epoch": 13.0,
       "eval_B-Claim": {
-        "f1-score": 0.6857142857142857,
-        "precision": 0.6551724137931034,
-        "recall": 0.7192429022082019,
-        "support": 317.0
+        "f1-score": 0.6760563380281691,
+        "precision": 0.72,
+        "recall": 0.6371681415929203,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9022082018927444,
-        "precision": 0.8827160493827161,
-        "recall": 0.9225806451612903,
-        "support": 155.0
+        "f1-score": 0.9171974522292993,
+        "precision": 0.935064935064935,
+        "recall": 0.9,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8858560794044665,
-        "precision": 0.9049429657794676,
-        "recall": 0.8675577156743621,
-        "support": 823.0
+        "f1-score": 0.905503634475597,
+        "precision": 0.8852791878172589,
+        "recall": 0.926673751328374,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6909411894516165,
-        "precision": 0.6634880271243908,
-        "recall": 0.7207642725598526,
-        "support": 4344.0
+        "f1-score": 0.6522588803310726,
+        "precision": 0.7090727318170458,
+        "recall": 0.6038739889314602,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9048498845265589,
-        "precision": 0.8840252707581228,
-        "recall": 0.9266792809839167,
-        "support": 2114.0
+        "f1-score": 0.9228121927236971,
+        "precision": 0.9200980392156862,
+        "recall": 0.9255424063116371,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.906777130915062,
-        "precision": 0.9211464098870271,
-        "recall": 0.8928492687587272,
-        "support": 13607.0
+        "f1-score": 0.9102441910145594,
+        "precision": 0.8896312475909033,
+        "recall": 0.9318350043738645,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9971466099008107,
+        "f1-score": 0.9992880428673137,
         "precision": 1.0,
-        "recall": 0.9943094571402764,
-        "support": 11071.0
+        "recall": 0.9985770987793006,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9044432795781814,
-      "eval_loss": 0.5739177465438843,
+      "eval_accuracy": 0.9106102253985706,
+      "eval_loss": 0.5264647603034973,
       "eval_macro avg": {
-        "f1-score": 0.8533561974007922,
-        "precision": 0.8444987338178326,
-        "recall": 0.8634262203552325,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.929,
-      "eval_samples_per_second": 16.231,
-      "eval_steps_per_second": 2.029,
+        "f1-score": 0.8547658188099584,
+        "precision": 0.8655923059294041,
+        "recall": 0.8462386273310795,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0562,
+      "eval_samples_per_second": 16.02,
+      "eval_steps_per_second": 2.176,
       "eval_weighted avg": {
-        "f1-score": 0.9058771229581195,
-        "precision": 0.9079380628166581,
-        "recall": 0.9044432795781814,
-        "support": 32431.0
+        "f1-score": 0.9080379636257123,
+        "precision": 0.9070294280758862,
+        "recall": 0.9106102253985706,
+        "support": 36380.0
       },
       "step": 1053
     },
     {
       "epoch": 14.0,
       "eval_B-Claim": {
-        "f1-score": 0.6666666666666666,
-        "precision": 0.7276119402985075,
-        "recall": 0.6151419558359621,
-        "support": 317.0
+        "f1-score": 0.6980609418282548,
+        "precision": 0.6579634464751958,
+        "recall": 0.7433628318584071,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9003215434083601,
-        "precision": 0.8974358974358975,
-        "recall": 0.9032258064516129,
-        "support": 155.0
+        "f1-score": 0.9226006191950465,
+        "precision": 0.9141104294478528,
+        "recall": 0.93125,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8976470588235295,
-        "precision": 0.8700114025085519,
-        "recall": 0.9270959902794653,
-        "support": 823.0
+        "f1-score": 0.8921568627450981,
+        "precision": 0.9150837988826815,
+        "recall": 0.8703506907545164,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6725553620303559,
-        "precision": 0.7317271250676773,
-        "recall": 0.6222375690607734,
-        "support": 4344.0
+        "f1-score": 0.6821321785751109,
+        "precision": 0.6614677064587082,
+        "recall": 0.7041294167730949,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8921406655652585,
-        "precision": 0.8902496467263307,
-        "recall": 0.8940397350993378,
-        "support": 2114.0
+        "f1-score": 0.9124910093502757,
+        "precision": 0.8880074661689221,
+        "recall": 0.9383629191321499,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9186321600114704,
-        "precision": 0.8966482401511441,
-        "recall": 0.9417211729257,
-        "support": 13607.0
+        "f1-score": 0.9052323204796293,
+        "precision": 0.9166609175577786,
+        "recall": 0.894085189421977,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9977821029285294,
+        "f1-score": 0.9980114808839531,
         "precision": 1.0,
-        "recall": 0.995574022220215,
-        "support": 11071.0
+        "recall": 0.9960308544896278,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9104560451419937,
-      "eval_loss": 0.5471230745315552,
+      "eval_accuracy": 0.9075865860362837,
+      "eval_loss": 0.6585939526557922,
       "eval_macro avg": {
-        "f1-score": 0.8493922227763101,
-        "precision": 0.8590977503125871,
-        "recall": 0.842719464553295,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9223,
-      "eval_samples_per_second": 16.253,
-      "eval_steps_per_second": 2.032,
+        "f1-score": 0.8586693447224812,
+        "precision": 0.850470537855877,
+        "recall": 0.8682245574899676,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0606,
+      "eval_samples_per_second": 16.006,
+      "eval_steps_per_second": 2.174,
       "eval_weighted avg": {
-        "f1-score": 0.9078809171606194,
-        "precision": 0.9070974660556812,
-        "recall": 0.9104560451419937,
-        "support": 32431.0
+        "f1-score": 0.9086880683615599,
+        "precision": 0.9102351141829325,
+        "recall": 0.9075865860362837,
+        "support": 36380.0
       },
       "step": 1134
     },
     {
       "epoch": 15.0,
       "eval_B-Claim": {
-        "f1-score": 0.6688524590163935,
-        "precision": 0.6962457337883959,
-        "recall": 0.6435331230283912,
-        "support": 317.0
+        "f1-score": 0.6920731707317073,
+        "precision": 0.7160883280757098,
+        "recall": 0.6696165191740413,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9061488673139159,
-        "precision": 0.9090909090909091,
-        "recall": 0.9032258064516129,
-        "support": 155.0
+        "f1-score": 0.90282131661442,
+        "precision": 0.9056603773584906,
+        "recall": 0.9,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8902147971360382,
-        "precision": 0.8745603751465416,
-        "recall": 0.9064398541919806,
-        "support": 823.0
+        "f1-score": 0.9076600209863588,
+        "precision": 0.8963730569948186,
+        "recall": 0.9192348565356004,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6658545498842734,
-        "precision": 0.7071151358344114,
-        "recall": 0.6291436464088398,
-        "support": 4344.0
+        "f1-score": 0.6644877718922575,
+        "precision": 0.7061077844311378,
+        "recall": 0.6275010642826735,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8983730252298987,
-        "precision": 0.8956276445698167,
-        "recall": 0.9011352885525071,
-        "support": 2114.0
+        "f1-score": 0.9016511127063891,
+        "precision": 0.8758716875871687,
+        "recall": 0.9289940828402367,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9134990605578841,
-        "precision": 0.8985002487739001,
-        "recall": 0.9290071286837657,
-        "support": 13607.0
+        "f1-score": 0.9134082844161443,
+        "precision": 0.9005362280931206,
+        "recall": 0.9266536572236054,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9998645047649157,
-        "precision": 0.9999096657633243,
-        "recall": 0.999819347845723,
-        "support": 11071.0
+        "f1-score": 0.9987253505286046,
+        "precision": 0.9999249305607687,
+        "recall": 0.9975286452482588,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9077117572692794,
-      "eval_loss": 0.6182886362075806,
+      "eval_accuracy": 0.9114623419461243,
+      "eval_loss": 0.6387954950332642,
       "eval_macro avg": {
-        "f1-score": 0.8489724662719027,
-        "precision": 0.8544356732810428,
-        "recall": 0.8446148850232601,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9224,
-      "eval_samples_per_second": 16.252,
-      "eval_steps_per_second": 2.032,
+        "f1-score": 0.854403861125126,
+        "precision": 0.8572231990144593,
+        "recall": 0.8527898321863451,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0835,
+      "eval_samples_per_second": 15.934,
+      "eval_steps_per_second": 2.164,
       "eval_weighted avg": {
-        "f1-score": 0.9058074210256117,
-        "precision": 0.9047621091758847,
-        "recall": 0.9077117572692794,
-        "support": 32431.0
+        "f1-score": 0.9096653222792656,
+        "precision": 0.9087293921765042,
+        "recall": 0.9114623419461243,
+        "support": 36380.0
       },
       "step": 1215
     },
     {
       "epoch": 16.0,
       "eval_B-Claim": {
-        "f1-score": 0.6643835616438356,
-        "precision": 0.7265917602996255,
-        "recall": 0.61198738170347,
-        "support": 317.0
+        "f1-score": 0.6602254428341385,
+        "precision": 0.7269503546099291,
+        "recall": 0.6047197640117994,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9113924050632912,
-        "precision": 0.8944099378881988,
-        "recall": 0.9290322580645162,
-        "support": 155.0
+        "f1-score": 0.8903225806451613,
+        "precision": 0.92,
+        "recall": 0.8625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8954518606024808,
-        "precision": 0.871264367816092,
-        "recall": 0.9210206561360875,
-        "support": 823.0
+        "f1-score": 0.9055441478439425,
+        "precision": 0.8758689175769613,
+        "recall": 0.9373007438894793,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6607098535616778,
-        "precision": 0.7167474421109317,
-        "recall": 0.6127992633517495,
-        "support": 4344.0
+        "f1-score": 0.6361776387050188,
+        "precision": 0.7319302132373304,
+        "recall": 0.5625798212005109,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9103066635923449,
-        "precision": 0.8879892037786775,
-        "recall": 0.9337748344370861,
-        "support": 2114.0
+        "f1-score": 0.9097614949594295,
+        "precision": 0.9073075036782736,
+        "recall": 0.9122287968441815,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9118409680207432,
-        "precision": 0.8940046606878045,
-        "recall": 0.9304034688028221,
-        "support": 13607.0
+        "f1-score": 0.9127908863717504,
+        "precision": 0.8816300940438871,
+        "recall": 0.9462351120382209,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9983714828553334,
-        "precision": 1.0,
-        "recall": 0.9967482612230151,
-        "support": 11071.0
+        "f1-score": 0.9993256911665542,
+        "precision": 0.9997751293006522,
+        "recall": 0.9988766569310268,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.90737257562209,
-      "eval_loss": 0.6626638174057007,
+      "eval_accuracy": 0.9103353490929081,
+      "eval_loss": 0.6975058317184448,
       "eval_macro avg": {
-        "f1-score": 0.8503509707628153,
-        "precision": 0.8558581960830471,
-        "recall": 0.8479665891026781,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9177,
-      "eval_samples_per_second": 16.268,
-      "eval_steps_per_second": 2.033,
+        "f1-score": 0.844878268932285,
+        "precision": 0.8633517446352906,
+        "recall": 0.8320629849878884,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0731,
+      "eval_samples_per_second": 15.967,
+      "eval_steps_per_second": 2.168,
       "eval_weighted avg": {
-        "f1-score": 0.9048051223322606,
-        "precision": 0.9038418545958269,
-        "recall": 0.90737257562209,
-        "support": 32431.0
+        "f1-score": 0.9060232340867683,
+        "precision": 0.9056723119856793,
+        "recall": 0.9103353490929081,
+        "support": 36380.0
       },
       "step": 1296
     },
     {
       "epoch": 17.0,
       "eval_B-Claim": {
-        "f1-score": 0.6856240126382307,
-        "precision": 0.6867088607594937,
-        "recall": 0.6845425867507886,
-        "support": 317.0
+        "f1-score": 0.6964285714285714,
+        "precision": 0.7027027027027027,
+        "recall": 0.6902654867256637,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9131832797427654,
-        "precision": 0.9102564102564102,
-        "recall": 0.9161290322580645,
-        "support": 155.0
+        "f1-score": 0.903954802259887,
+        "precision": 0.8247422680412371,
+        "recall": 1.0,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8919902912621359,
-        "precision": 0.8909090909090909,
-        "recall": 0.8930741190765492,
-        "support": 823.0
+        "f1-score": 0.9045822102425876,
+        "precision": 0.9179431072210066,
+        "recall": 0.8916046758767269,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6720430107526882,
-        "precision": 0.682573599240266,
-        "recall": 0.6618324125230203,
-        "support": 4344.0
+        "f1-score": 0.6845814977973568,
+        "precision": 0.7092651757188498,
+        "recall": 0.6615581098339719,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9010318949343339,
-        "precision": 0.8934883720930232,
-        "recall": 0.9087038789025544,
-        "support": 2114.0
+        "f1-score": 0.8985378821444396,
+        "precision": 0.8157683024939663,
+        "recall": 1.0,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9102217019097096,
-        "precision": 0.9062431703941138,
-        "recall": 0.9142353200558536,
-        "support": 13607.0
+        "f1-score": 0.9151271572832584,
+        "precision": 0.9186330349877949,
+        "recall": 0.9116479375546733,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9988243805389763,
+        "f1-score": 0.9988753936122357,
         "precision": 1.0,
-        "recall": 0.9976515219943998,
-        "support": 11071.0
+        "recall": 0.9977533138620535,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.90576917147174,
-      "eval_loss": 0.6958470940589905,
+      "eval_accuracy": 0.9136888400219901,
+      "eval_loss": 0.692401111125946,
       "eval_macro avg": {
-        "f1-score": 0.8532740816826916,
-        "precision": 0.8528827862360568,
-        "recall": 0.853738410223033,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9433,
-      "eval_samples_per_second": 16.183,
-      "eval_steps_per_second": 2.023,
+        "f1-score": 0.8574410735383337,
+        "precision": 0.8412935130236511,
+        "recall": 0.878975646264727,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0854,
+      "eval_samples_per_second": 15.928,
+      "eval_steps_per_second": 2.163,
       "eval_weighted avg": {
-        "f1-score": 0.9053221272704657,
-        "precision": 0.9049421722279843,
-        "recall": 0.90576917147174,
-        "support": 32431.0
+        "f1-score": 0.9128097974394099,
+        "precision": 0.9132839716585025,
+        "recall": 0.9136888400219901,
+        "support": 36380.0
       },
       "step": 1377
     },
     {
       "epoch": 18.0,
       "eval_B-Claim": {
-        "f1-score": 0.688,
-        "precision": 0.698051948051948,
-        "recall": 0.6782334384858044,
-        "support": 317.0
+        "f1-score": 0.6927899686520376,
+        "precision": 0.7391304347826086,
+        "recall": 0.6519174041297935,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9180327868852459,
-        "precision": 0.9333333333333333,
-        "recall": 0.9032258064516129,
-        "support": 155.0
+        "f1-score": 0.9192546583850932,
+        "precision": 0.9135802469135802,
+        "recall": 0.925,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8942307692307692,
-        "precision": 0.8846611177170036,
-        "recall": 0.9040097205346294,
-        "support": 823.0
+        "f1-score": 0.9089016137428423,
+        "precision": 0.8908163265306123,
+        "recall": 0.9277364505844846,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6798171758479673,
-        "precision": 0.7118387909319899,
-        "recall": 0.6505524861878453,
-        "support": 4344.0
+        "f1-score": 0.6788553259141495,
+        "precision": 0.7276046738072055,
+        "recall": 0.6362281822051937,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9276937618147448,
-        "precision": 0.9268177525967894,
-        "recall": 0.9285714285714286,
-        "support": 2114.0
+        "f1-score": 0.9119420989143546,
+        "precision": 0.8927727916863486,
+        "recall": 0.9319526627218935,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9138506163886876,
-        "precision": 0.9018822013883919,
-        "recall": 0.9261409568604395,
-        "support": 13607.0
+        "f1-score": 0.9172837873578418,
+        "precision": 0.9016052511860662,
+        "recall": 0.9335172599421304,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9999096739228616,
-        "precision": 0.9999096739228616,
-        "recall": 0.9999096739228616,
-        "support": 11071.0
+        "f1-score": 0.9990254872563717,
+        "precision": 1.0,
+        "recall": 0.9980528720137797,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.911473590083562,
-      "eval_loss": 0.6612581014633179,
+      "eval_accuracy": 0.915915338097856,
+      "eval_loss": 0.6629185676574707,
       "eval_macro avg": {
-        "f1-score": 0.8602192548700395,
-        "precision": 0.865213545420331,
-        "recall": 0.8558062158592316,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9167,
-      "eval_samples_per_second": 16.271,
-      "eval_steps_per_second": 2.034,
+        "f1-score": 0.861150420031813,
+        "precision": 0.866501389272346,
+        "recall": 0.8577721187996108,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0772,
+      "eval_samples_per_second": 15.954,
+      "eval_steps_per_second": 2.167,
       "eval_weighted avg": {
-        "f1-score": 0.9100977079524204,
-        "precision": 0.9092367421655284,
-        "recall": 0.911473590083562,
-        "support": 32431.0
+        "f1-score": 0.9138987233713269,
+        "precision": 0.9130176425817779,
+        "recall": 0.915915338097856,
+        "support": 36380.0
       },
       "step": 1458
     },
     {
       "epoch": 18.52,
-      "grad_norm": 0.010771242901682854,
+      "grad_norm": 34.05133056640625,
       "learning_rate": 1.2592592592592593e-05,
-      "loss": 0.0083,
+      "loss": 0.0105,
       "step": 1500
     },
     {
       "epoch": 19.0,
       "eval_B-Claim": {
-        "f1-score": 0.6950819672131147,
-        "precision": 0.7235494880546075,
-        "recall": 0.668769716088328,
-        "support": 317.0
+        "f1-score": 0.6967340590979781,
+        "precision": 0.7368421052631579,
+        "recall": 0.6607669616519174,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9049180327868852,
-        "precision": 0.92,
-        "recall": 0.8903225806451613,
-        "support": 155.0
+        "f1-score": 0.9244712990936558,
+        "precision": 0.8947368421052632,
+        "recall": 0.95625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.9021479713603818,
-        "precision": 0.8862837045720985,
-        "recall": 0.9185905224787363,
-        "support": 823.0
+        "f1-score": 0.9071840587309911,
+        "precision": 0.8954451345755694,
+        "recall": 0.9192348565356004,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6773359596208298,
-        "precision": 0.7279703625297698,
-        "recall": 0.6332872928176796,
-        "support": 4344.0
+        "f1-score": 0.6769585253456222,
+        "precision": 0.7378201908588649,
+        "recall": 0.6253724989357173,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8959923664122137,
-        "precision": 0.9037536092396535,
-        "recall": 0.8883632923368022,
-        "support": 2114.0
+        "f1-score": 0.9125809435707678,
+        "precision": 0.8593205574912892,
+        "recall": 0.972879684418146,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9165171200918814,
-        "precision": 0.8956857243072606,
-        "recall": 0.9383405600058793,
-        "support": 13607.0
+        "f1-score": 0.916641828117238,
+        "precision": 0.9025042389461327,
+        "recall": 0.9312293923692887,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9978274644699919,
+        "f1-score": 0.9990254872563717,
         "precision": 1.0,
-        "recall": 0.9956643482973534,
-        "support": 11071.0
+        "recall": 0.9980528720137797,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9104252104467947,
-      "eval_loss": 0.6561155319213867,
+      "eval_accuracy": 0.9158603628367235,
+      "eval_loss": 0.69818514585495,
       "eval_macro avg": {
-        "f1-score": 0.8556886974221856,
-        "precision": 0.865320412671913,
-        "recall": 0.8476197589528487,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9567,
-      "eval_samples_per_second": 16.14,
-      "eval_steps_per_second": 2.017,
+        "f1-score": 0.8619423144589463,
+        "precision": 0.8609527241771824,
+        "recall": 0.8662551808463499,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0766,
+      "eval_samples_per_second": 15.956,
+      "eval_steps_per_second": 2.167,
       "eval_weighted avg": {
-        "f1-score": 0.9083143486955053,
-        "precision": 0.9075517471550982,
-        "recall": 0.9104252104467947,
-        "support": 32431.0
+        "f1-score": 0.9134424215990907,
+        "precision": 0.912854812597098,
+        "recall": 0.9158603628367235,
+        "support": 36380.0
       },
       "step": 1539
     },
     {
       "epoch": 20.0,
       "eval_B-Claim": {
-        "f1-score": 0.6833333333333333,
-        "precision": 0.7243816254416962,
-        "recall": 0.6466876971608833,
-        "support": 317.0
+        "f1-score": 0.7078313253012049,
+        "precision": 0.7230769230769231,
+        "recall": 0.6932153392330384,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9050632911392404,
-        "precision": 0.8881987577639752,
-        "recall": 0.9225806451612903,
-        "support": 155.0
+        "f1-score": 0.9386503067484663,
+        "precision": 0.9216867469879518,
+        "recall": 0.95625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8997613365155133,
-        "precision": 0.8839390386869871,
-        "recall": 0.9161603888213852,
-        "support": 823.0
+        "f1-score": 0.9058201058201059,
+        "precision": 0.9020021074815595,
+        "recall": 0.9096705632306057,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6925646418409007,
-        "precision": 0.7485958812516715,
-        "recall": 0.6443370165745856,
-        "support": 4344.0
+        "f1-score": 0.6867509620670699,
+        "precision": 0.710256993404594,
+        "recall": 0.6647509578544061,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9094717244589248,
-        "precision": 0.8950984883188273,
-        "recall": 0.924314096499527,
-        "support": 2114.0
+        "f1-score": 0.9304635761589404,
+        "precision": 0.894090909090909,
+        "recall": 0.9699211045364892,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9203195854027206,
-        "precision": 0.9017561182029762,
-        "recall": 0.9396634085397222,
-        "support": 13607.0
+        "f1-score": 0.9132413977774803,
+        "precision": 0.9085581085581086,
+        "recall": 0.9179732184913532,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9982808541440463,
-        "precision": 1.0,
-        "recall": 0.9965676090687381,
-        "support": 11071.0
+        "f1-score": 0.9989880439263896,
+        "precision": 0.9999249699879952,
+        "recall": 0.9980528720137797,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9149887453362523,
-      "eval_loss": 0.6437746286392212,
+      "eval_accuracy": 0.9154205607476635,
+      "eval_loss": 0.6933491826057434,
       "eval_macro avg": {
-        "f1-score": 0.8583992524049543,
-        "precision": 0.8631385585237333,
-        "recall": 0.8557586945465904,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9174,
-      "eval_samples_per_second": 16.269,
-      "eval_steps_per_second": 2.034,
+        "f1-score": 0.8688208168285224,
+        "precision": 0.8656566797982916,
+        "recall": 0.8728334364799532,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.07,
+      "eval_samples_per_second": 15.976,
+      "eval_steps_per_second": 2.17,
       "eval_weighted avg": {
-        "f1-score": 0.9128082705193213,
-        "precision": 0.9120938553978903,
-        "recall": 0.9149887453362523,
-        "support": 32431.0
+        "f1-score": 0.9144315421411552,
+        "precision": 0.9138389454030841,
+        "recall": 0.9154205607476635,
+        "support": 36380.0
       },
       "step": 1620
     },
     {
       "epoch": 21.0,
       "eval_B-Claim": {
-        "f1-score": 0.6677631578947368,
-        "precision": 0.697594501718213,
-        "recall": 0.6403785488958991,
-        "support": 317.0
+        "f1-score": 0.7069219440353463,
+        "precision": 0.7058823529411765,
+        "recall": 0.7079646017699115,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.8903654485049834,
-        "precision": 0.9178082191780822,
-        "recall": 0.864516129032258,
-        "support": 155.0
+        "f1-score": 0.9153605015673982,
+        "precision": 0.9182389937106918,
+        "recall": 0.9125,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8954869358669834,
-        "precision": 0.875725900116144,
-        "recall": 0.9161603888213852,
-        "support": 823.0
+        "f1-score": 0.9070631970260223,
+        "precision": 0.9065817409766455,
+        "recall": 0.9075451647183846,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6630760023937762,
-        "precision": 0.6906008476689105,
-        "recall": 0.6376611418047882,
-        "support": 4344.0
+        "f1-score": 0.6948799473741915,
+        "precision": 0.7164820257743613,
+        "recall": 0.6745423584504044,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8958130477117819,
-        "precision": 0.9227683049147443,
-        "recall": 0.8703878902554399,
-        "support": 2114.0
+        "f1-score": 0.9177033492822966,
+        "precision": 0.8912639405204461,
+        "recall": 0.9457593688362919,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9106195648251723,
-        "precision": 0.8945129732028924,
-        "recall": 0.9273168222238554,
-        "support": 13607.0
+        "f1-score": 0.9171740148524787,
+        "precision": 0.9119270937271337,
+        "recall": 0.9224816634143059,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9977821029285294,
-        "precision": 1.0,
-        "recall": 0.995574022220215,
-        "support": 11071.0
+        "f1-score": 0.9989506820566633,
+        "precision": 0.9997749606181082,
+        "recall": 0.9981277615517112,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9047207918349727,
-      "eval_loss": 0.7204756736755371,
+      "eval_accuracy": 0.9170973062122045,
+      "eval_loss": 0.6906760334968567,
       "eval_macro avg": {
-        "f1-score": 0.8458437514465661,
-        "precision": 0.8570015352569981,
-        "recall": 0.8359992776076915,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9231,
-      "eval_samples_per_second": 16.25,
-      "eval_steps_per_second": 2.031,
+        "f1-score": 0.8654362337420567,
+        "precision": 0.8643073011812233,
+        "recall": 0.866988702677287,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0608,
+      "eval_samples_per_second": 16.005,
+      "eval_steps_per_second": 2.174,
       "eval_weighted avg": {
-        "f1-score": 0.9033970685809433,
-        "precision": 0.9027615692407923,
-        "recall": 0.9047207918349727,
-        "support": 32431.0
+        "f1-score": 0.9162839627546457,
+        "precision": 0.9157494555353419,
+        "recall": 0.9170973062122045,
+        "support": 36380.0
       },
       "step": 1701
     },
     {
       "epoch": 22.0,
       "eval_B-Claim": {
-        "f1-score": 0.6976,
-        "precision": 0.7077922077922078,
-        "recall": 0.6876971608832808,
-        "support": 317.0
+        "f1-score": 0.7186147186147187,
+        "precision": 0.7033898305084746,
+        "recall": 0.7345132743362832,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9155844155844156,
-        "precision": 0.9215686274509803,
-        "recall": 0.9096774193548387,
-        "support": 155.0
+        "f1-score": 0.9325153374233127,
+        "precision": 0.9156626506024096,
+        "recall": 0.95,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8986731001206273,
-        "precision": 0.8922155688622755,
-        "recall": 0.905224787363305,
-        "support": 823.0
+        "f1-score": 0.9044038668098818,
+        "precision": 0.9142236699239956,
+        "recall": 0.8947927736450585,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.695459320649002,
-        "precision": 0.7054226852948141,
-        "recall": 0.6857734806629834,
-        "support": 4344.0
+        "f1-score": 0.697543125980136,
+        "precision": 0.685432504622971,
+        "recall": 0.7100893997445722,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9150853889943075,
-        "precision": 0.917697431018078,
-        "recall": 0.9124881740775781,
-        "support": 2114.0
+        "f1-score": 0.9283000949667617,
+        "precision": 0.8951465201465202,
+        "recall": 0.9640039447731755,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9140016812251014,
-        "precision": 0.9091173476806748,
-        "recall": 0.9189387815095171,
-        "support": 13607.0
+        "f1-score": 0.9106359835480471,
+        "precision": 0.9201126528369281,
+        "recall": 0.9013525334768858,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.999322095177837,
-        "precision": 1.0,
-        "recall": 0.9986451088429229,
-        "support": 11071.0
+        "f1-score": 0.9989131656860174,
+        "precision": 0.999774943735934,
+        "recall": 0.9980528720137797,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9118436064259505,
-      "eval_loss": 0.7220445871353149,
+      "eval_accuracy": 0.91412864211105,
+      "eval_loss": 0.7237672209739685,
       "eval_macro avg": {
-        "f1-score": 0.8622465716787558,
-        "precision": 0.8648305525855757,
-        "recall": 0.8597778446706323,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.8992,
-      "eval_samples_per_second": 16.329,
-      "eval_steps_per_second": 2.041,
+        "f1-score": 0.8701323275755536,
+        "precision": 0.8619632531967476,
+        "recall": 0.8789721139985364,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0999,
+      "eval_samples_per_second": 15.883,
+      "eval_steps_per_second": 2.157,
       "eval_weighted avg": {
-        "f1-score": 0.9114287052262304,
-        "precision": 0.9110799834813146,
-        "recall": 0.9118436064259505,
-        "support": 32431.0
+        "f1-score": 0.9146496958116109,
+        "precision": 0.9154631021750581,
+        "recall": 0.91412864211105,
+        "support": 36380.0
       },
       "step": 1782
     },
     {
       "epoch": 23.0,
       "eval_B-Claim": {
-        "f1-score": 0.6832504145936982,
-        "precision": 0.7202797202797203,
-        "recall": 0.6498422712933754,
-        "support": 317.0
+        "f1-score": 0.6973293768545994,
+        "precision": 0.7014925373134329,
+        "recall": 0.6932153392330384,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.910828025477707,
-        "precision": 0.89937106918239,
-        "recall": 0.9225806451612903,
-        "support": 155.0
+        "f1-score": 0.9090909090909091,
+        "precision": 0.8823529411764706,
+        "recall": 0.9375,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8956469886702446,
-        "precision": 0.8793911007025761,
-        "recall": 0.9125151883353585,
-        "support": 823.0
+        "f1-score": 0.903672166045769,
+        "precision": 0.9051172707889126,
+        "recall": 0.9022316684378321,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.676206645646374,
-        "precision": 0.7145053818554588,
-        "recall": 0.641804788213628,
-        "support": 4344.0
+        "f1-score": 0.6736772921459087,
+        "precision": 0.6939742721733243,
+        "recall": 0.6545338441890166,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9027875380651206,
-        "precision": 0.894199535962877,
-        "recall": 0.9115421002838221,
-        "support": 2114.0
+        "f1-score": 0.9026837806301049,
+        "precision": 0.8568896765618077,
+        "recall": 0.9536489151873767,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.913811834576664,
-        "precision": 0.9007639037624046,
-        "recall": 0.9272433306386418,
-        "support": 13607.0
+        "f1-score": 0.9126989456718825,
+        "precision": 0.9108638831177535,
+        "recall": 0.9145414171320907,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9998644925245043,
-        "precision": 1.0,
-        "recall": 0.9997290217685846,
-        "support": 11071.0
+        "f1-score": 0.9989130842172332,
+        "precision": 0.9998499399759904,
+        "recall": 0.9979779824758481,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9096235083716198,
-      "eval_loss": 0.7609456181526184,
+      "eval_accuracy": 0.9114898295766904,
+      "eval_loss": 0.7884248495101929,
       "eval_macro avg": {
-        "f1-score": 0.8546279913649018,
-        "precision": 0.8583586731064896,
-        "recall": 0.8521796208135287,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9475,
-      "eval_samples_per_second": 16.17,
-      "eval_steps_per_second": 2.021,
+        "f1-score": 0.8568665078080582,
+        "precision": 0.8500772173010988,
+        "recall": 0.8648070238078861,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.1019,
+      "eval_samples_per_second": 15.876,
+      "eval_steps_per_second": 2.156,
       "eval_weighted avg": {
-        "f1-score": 0.907913975857415,
-        "precision": 0.9069505627094704,
-        "recall": 0.9096235083716198,
-        "support": 32431.0
+        "f1-score": 0.9106621435750196,
+        "precision": 0.9102832766025237,
+        "recall": 0.9114898295766904,
+        "support": 36380.0
       },
       "step": 1863
     },
     {
       "epoch": 24.0,
       "eval_B-Claim": {
-        "f1-score": 0.6968749999999999,
-        "precision": 0.6904024767801857,
-        "recall": 0.7034700315457413,
-        "support": 317.0
+        "f1-score": 0.7227866473149492,
+        "precision": 0.7114285714285714,
+        "recall": 0.7345132743362832,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9131832797427654,
-        "precision": 0.9102564102564102,
-        "recall": 0.9161290322580645,
-        "support": 155.0
+        "f1-score": 0.9300911854103343,
+        "precision": 0.9053254437869822,
+        "recall": 0.95625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8922702373706634,
-        "precision": 0.8939024390243903,
-        "recall": 0.8906439854191981,
-        "support": 823.0
+        "f1-score": 0.9065520945220195,
+        "precision": 0.9163952225841476,
+        "recall": 0.8969181721572795,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6863417982155113,
-        "precision": 0.6821282401091405,
-        "recall": 0.6906077348066298,
-        "support": 4344.0
+        "f1-score": 0.700562572975268,
+        "precision": 0.6987084480203261,
+        "recall": 0.70242656449553,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.903548463919981,
-        "precision": 0.9098321342925659,
-        "recall": 0.8973509933774835,
-        "support": 2114.0
+        "f1-score": 0.9266207551650438,
+        "precision": 0.8937242327072835,
+        "recall": 0.9620315581854043,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9113179092948837,
-        "precision": 0.9122238586156112,
-        "recall": 0.910413757624752,
-        "support": 13607.0
+        "f1-score": 0.9129007142615349,
+        "precision": 0.9185286103542234,
+        "recall": 0.9073413632999126,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9999096657633243,
-        "precision": 1.0,
-        "recall": 0.999819347845723,
-        "support": 11071.0
+        "f1-score": 0.9998876698992775,
+        "precision": 0.9998502321401828,
+        "recall": 0.9999251104620684,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.908143443002066,
-      "eval_loss": 0.7767113447189331,
+      "eval_accuracy": 0.916245189664651,
+      "eval_loss": 0.7238907814025879,
       "eval_macro avg": {
-        "f1-score": 0.857635193472447,
-        "precision": 0.8569636512969006,
-        "recall": 0.8583478404110846,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9392,
-      "eval_samples_per_second": 16.197,
-      "eval_steps_per_second": 2.025,
+        "f1-score": 0.8713430913640611,
+        "precision": 0.8634229658602453,
+        "recall": 0.8799151489909255,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0787,
+      "eval_samples_per_second": 15.949,
+      "eval_steps_per_second": 2.166,
       "eval_weighted avg": {
-        "f1-score": 0.9083489289362786,
-        "precision": 0.9085692481624786,
-        "recall": 0.908143443002066,
-        "support": 32431.0
+        "f1-score": 0.9163125952217944,
+        "precision": 0.9165644068758583,
+        "recall": 0.916245189664651,
+        "support": 36380.0
       },
       "step": 1944
     },
     {
       "epoch": 24.69,
-      "grad_norm": 0.007521071936935186,
+      "grad_norm": 25.948219299316406,
       "learning_rate": 1.0123456790123458e-05,
-      "loss": 0.0037,
+      "loss": 0.0057,
       "step": 2000
     },
     {
       "epoch": 25.0,
       "eval_B-Claim": {
-        "f1-score": 0.6971080669710807,
-        "precision": 0.6735294117647059,
-        "recall": 0.722397476340694,
-        "support": 317.0
+        "f1-score": 0.7191679049034176,
+        "precision": 0.7245508982035929,
+        "recall": 0.7138643067846607,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9196141479099678,
-        "precision": 0.9166666666666666,
-        "recall": 0.9225806451612903,
-        "support": 155.0
+        "f1-score": 0.9386503067484663,
+        "precision": 0.9216867469879518,
+        "recall": 0.95625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8868388683886839,
-        "precision": 0.8978829389788294,
-        "recall": 0.8760631834750912,
-        "support": 823.0
+        "f1-score": 0.9080276448697502,
+        "precision": 0.9085106382978724,
+        "recall": 0.9075451647183846,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6842635052007605,
-        "precision": 0.6654339786817489,
-        "recall": 0.7041896869244936,
-        "support": 4344.0
+        "f1-score": 0.7102681491170699,
+        "precision": 0.7278820375335121,
+        "recall": 0.6934865900383141,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9163140573577808,
-        "precision": 0.9107476635514019,
-        "recall": 0.9219489120151372,
-        "support": 2114.0
+        "f1-score": 0.9318670810423142,
+        "precision": 0.9044083526682135,
+        "recall": 0.9610453648915187,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9042813682570305,
-        "precision": 0.9130890836892186,
-        "recall": 0.8956419489968399,
-        "support": 13607.0
+        "f1-score": 0.9183714534844725,
+        "precision": 0.9154242160861136,
+        "recall": 0.9213377296278851,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9989601699896017,
+        "f1-score": 0.9999625538288709,
         "precision": 1.0,
-        "recall": 0.9979225002258152,
-        "support": 11071.0
+        "recall": 0.9999251104620684,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9045666183589776,
-      "eval_loss": 0.7725499272346497,
+      "eval_accuracy": 0.9208356239692138,
+      "eval_loss": 0.6898869872093201,
       "eval_macro avg": {
-        "f1-score": 0.8581971691535578,
-        "precision": 0.8539071061903674,
-        "recall": 0.8629634790199088,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.957,
-      "eval_samples_per_second": 16.139,
-      "eval_steps_per_second": 2.017,
+        "f1-score": 0.8751878705706231,
+        "precision": 0.8717804128253224,
+        "recall": 0.8790648952175474,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0592,
+      "eval_samples_per_second": 16.011,
+      "eval_steps_per_second": 2.174,
       "eval_weighted avg": {
-        "f1-score": 0.9055214160067376,
-        "precision": 0.906722541443147,
-        "recall": 0.9045666183589776,
-        "support": 32431.0
+        "f1-score": 0.9201627360934556,
+        "precision": 0.9197045181816026,
+        "recall": 0.9208356239692138,
+        "support": 36380.0
       },
       "step": 2025
     },
     {
       "epoch": 26.0,
       "eval_B-Claim": {
-        "f1-score": 0.6904376012965964,
-        "precision": 0.71,
-        "recall": 0.6719242902208202,
-        "support": 317.0
+        "f1-score": 0.7195301027900147,
+        "precision": 0.716374269005848,
+        "recall": 0.7227138643067846,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9022082018927444,
-        "precision": 0.8827160493827161,
-        "recall": 0.9225806451612903,
-        "support": 155.0
+        "f1-score": 0.9226006191950465,
+        "precision": 0.9141104294478528,
+        "recall": 0.93125,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8958458759783263,
-        "precision": 0.8878281622911695,
-        "recall": 0.9040097205346294,
-        "support": 823.0
+        "f1-score": 0.9099627064464572,
+        "precision": 0.9123931623931624,
+        "recall": 0.9075451647183846,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6721173500060118,
-        "precision": 0.7034986156556758,
-        "recall": 0.6434162062615101,
-        "support": 4344.0
+        "f1-score": 0.7121407121407122,
+        "precision": 0.717682663207955,
+        "recall": 0.7066836951894423,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9087940284581292,
-        "precision": 0.8964565117349287,
-        "recall": 0.9214758751182592,
-        "support": 2114.0
+        "f1-score": 0.9204819277108435,
+        "precision": 0.9000942507068803,
+        "recall": 0.9418145956607495,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.911746539258075,
-        "precision": 0.9016240298936476,
-        "recall": 0.9220989196736974,
-        "support": 13607.0
+        "f1-score": 0.9201467173671636,
+        "precision": 0.9203015616585891,
+        "recall": 0.9199919251732723,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9998193315266486,
-        "precision": 0.9999096576023128,
-        "recall": 0.9997290217685846,
-        "support": 11071.0
+        "f1-score": 0.9993255395683452,
+        "precision": 1.0,
+        "recall": 0.9986519883172321,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9083284511732601,
-      "eval_loss": 0.7629147171974182,
+      "eval_accuracy": 0.9204233095107202,
+      "eval_loss": 0.6385065317153931,
       "eval_macro avg": {
-        "f1-score": 0.8544241326309331,
-        "precision": 0.8545761466514928,
-        "recall": 0.8550335255341129,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9235,
-      "eval_samples_per_second": 16.249,
-      "eval_steps_per_second": 2.031,
+        "f1-score": 0.8720269036026548,
+        "precision": 0.8687080480600411,
+        "recall": 0.8755216047665523,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.1139,
+      "eval_samples_per_second": 15.839,
+      "eval_steps_per_second": 2.151,
       "eval_weighted avg": {
-        "f1-score": 0.9069099155264195,
-        "precision": 0.9059874383002041,
-        "recall": 0.9083284511732601,
-        "support": 32431.0
+        "f1-score": 0.9202441017693053,
+        "precision": 0.9201301899865153,
+        "recall": 0.9204233095107202,
+        "support": 36380.0
       },
       "step": 2106
     },
     {
       "epoch": 27.0,
       "eval_B-Claim": {
-        "f1-score": 0.701639344262295,
-        "precision": 0.7303754266211604,
-        "recall": 0.6750788643533123,
-        "support": 317.0
+        "f1-score": 0.7157894736842104,
+        "precision": 0.7300613496932515,
+        "recall": 0.7020648967551623,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9166666666666666,
-        "precision": 0.910828025477707,
-        "recall": 0.9225806451612903,
-        "support": 155.0
+        "f1-score": 0.914826498422713,
+        "precision": 0.9235668789808917,
+        "recall": 0.90625,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.9017964071856287,
-        "precision": 0.8890200708382526,
-        "recall": 0.9149453219927096,
-        "support": 823.0
+        "f1-score": 0.9131121642969985,
+        "precision": 0.9050104384133612,
+        "recall": 0.9213602550478215,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6878357407186343,
-        "precision": 0.7143565583932556,
-        "recall": 0.6632136279926335,
-        "support": 4344.0
+        "f1-score": 0.7079230080572964,
+        "precision": 0.746342614440774,
+        "recall": 0.6732652192422307,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9198392054859305,
-        "precision": 0.9196217494089834,
-        "recall": 0.9200567644276254,
-        "support": 2114.0
+        "f1-score": 0.922322960058809,
+        "precision": 0.9167072576716999,
+        "recall": 0.928007889546351,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9161731041749935,
-        "precision": 0.906065832973983,
-        "recall": 0.9265084147865069,
-        "support": 13607.0
+        "f1-score": 0.9238369972479192,
+        "precision": 0.9106419139756831,
+        "recall": 0.9374200928605073,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9997741950051934,
-        "precision": 0.9997290462427746,
-        "recall": 0.999819347845723,
-        "support": 11071.0
+        "f1-score": 0.9998876530726886,
+        "precision": 1.0,
+        "recall": 0.9997753313862053,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.913076994233912,
-      "eval_loss": 0.7461331486701965,
+      "eval_accuracy": 0.9229246838922485,
+      "eval_loss": 0.6971738934516907,
       "eval_macro avg": {
-        "f1-score": 0.8633892376427632,
-        "precision": 0.8671423871365881,
-        "recall": 0.8603147123656859,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9043,
-      "eval_samples_per_second": 16.312,
-      "eval_steps_per_second": 2.039,
+        "f1-score": 0.8710998221200908,
+        "precision": 0.876047207596523,
+        "recall": 0.8668776692626111,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.1047,
+      "eval_samples_per_second": 15.868,
+      "eval_steps_per_second": 2.155,
       "eval_weighted avg": {
-        "f1-score": 0.9119067413298663,
-        "precision": 0.9111175788791426,
-        "recall": 0.913076994233912,
-        "support": 32431.0
+        "f1-score": 0.9215282605927277,
+        "precision": 0.920789602130938,
+        "recall": 0.9229246838922485,
+        "support": 36380.0
       },
       "step": 2187
     },
     {
       "epoch": 28.0,
       "eval_B-Claim": {
-        "f1-score": 0.69375,
-        "precision": 0.6873065015479877,
-        "recall": 0.7003154574132492,
-        "support": 317.0
+        "f1-score": 0.701095461658842,
+        "precision": 0.7466666666666667,
+        "recall": 0.6607669616519174,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9096989966555183,
-        "precision": 0.9444444444444444,
-        "recall": 0.8774193548387097,
-        "support": 155.0
+        "f1-score": 0.929663608562691,
+        "precision": 0.9101796407185628,
+        "recall": 0.95,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.8948004836759371,
-        "precision": 0.8904933814681107,
-        "recall": 0.8991494532199271,
-        "support": 823.0
+        "f1-score": 0.9096605744125327,
+        "precision": 0.8942505133470225,
+        "recall": 0.9256110520722636,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6768418636676612,
-        "precision": 0.6748283752860412,
-        "recall": 0.6788674033149171,
-        "support": 4344.0
+        "f1-score": 0.6865845152290164,
+        "precision": 0.7564036885245902,
+        "recall": 0.6285653469561515,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9071392910634049,
-        "precision": 0.9603594080338267,
-        "recall": 0.8595080416272469,
-        "support": 2114.0
+        "f1-score": 0.9204761904761904,
+        "precision": 0.889963167587477,
+        "recall": 0.953155818540434,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9102119741690686,
-        "precision": 0.9037820605709318,
-        "recall": 0.9167340339531124,
-        "support": 13607.0
+        "f1-score": 0.9194842783844231,
+        "precision": 0.8993115872096764,
+        "recall": 0.9405827333288473,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9998193315266486,
-        "precision": 0.9999096576023128,
-        "recall": 0.9997290217685846,
-        "support": 11071.0
+        "f1-score": 0.9987627938364638,
+        "precision": 1.0,
+        "recall": 0.9975286452482588,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9067250470229101,
-      "eval_loss": 0.7586968541145325,
+      "eval_accuracy": 0.918938977460143,
+      "eval_loss": 0.7604945302009583,
       "eval_macro avg": {
-        "f1-score": 0.8560374201083196,
-        "precision": 0.8658748327076651,
-        "recall": 0.847388966590821,
-        "support": 32431.0
-      },
-      "eval_runtime": 5.0076,
-      "eval_samples_per_second": 15.976,
-      "eval_steps_per_second": 1.997,
+        "f1-score": 0.8665324889371655,
+        "precision": 0.8709678948648565,
+        "recall": 0.8651729368282675,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0746,
+      "eval_samples_per_second": 15.962,
+      "eval_steps_per_second": 2.168,
       "eval_weighted avg": {
-        "f1-score": 0.9068326774221362,
-        "precision": 0.9073589365470631,
-        "recall": 0.9067250470229101,
-        "support": 32431.0
+        "f1-score": 0.9163178491862402,
+        "precision": 0.9157871854220297,
+        "recall": 0.918938977460143,
+        "support": 36380.0
       },
       "step": 2268
     },
     {
       "epoch": 29.0,
       "eval_B-Claim": {
-        "f1-score": 0.6825396825396827,
-        "precision": 0.6869009584664537,
-        "recall": 0.6782334384858044,
-        "support": 317.0
+        "f1-score": 0.7001569858712716,
+        "precision": 0.7483221476510067,
+        "recall": 0.6578171091445427,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.9055374592833876,
-        "precision": 0.9144736842105263,
-        "recall": 0.896774193548387,
-        "support": 155.0
+        "f1-score": 0.9129129129129129,
+        "precision": 0.8786127167630058,
+        "recall": 0.95,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.893719806763285,
-        "precision": 0.8883553421368547,
-        "recall": 0.8991494532199271,
-        "support": 823.0
+        "f1-score": 0.9115646258503401,
+        "precision": 0.8979381443298969,
+        "recall": 0.9256110520722636,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6749443598453789,
-        "precision": 0.6870975435249225,
-        "recall": 0.6632136279926335,
-        "support": 4344.0
+        "f1-score": 0.6709571729464077,
+        "precision": 0.7450623700623701,
+        "recall": 0.6102596849723286,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.9090909090909092,
-        "precision": 0.9196515004840271,
-        "recall": 0.8987701040681173,
-        "support": 2114.0
+        "f1-score": 0.9053708439897699,
+        "precision": 0.8565772107347118,
+        "recall": 0.9600591715976331,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9108261693137113,
-        "precision": 0.9029974720115566,
-        "recall": 0.9187917983390902,
-        "support": 13607.0
+        "f1-score": 0.9177951303087214,
+        "precision": 0.8991607488702389,
+        "recall": 0.9372182221923154,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9980995475113122,
+        "f1-score": 0.9990630036355459,
         "precision": 1.0,
-        "recall": 0.9962063047601842,
-        "support": 11071.0
+        "recall": 0.9981277615517112,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9067250470229101,
-      "eval_loss": 0.796188473701477,
+      "eval_accuracy": 0.9157778999450248,
+      "eval_loss": 0.7660219073295593,
       "eval_macro avg": {
-        "f1-score": 0.8535368477639526,
-        "precision": 0.857068071547763,
-        "recall": 0.8501627029163064,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.9618,
-      "eval_samples_per_second": 16.123,
-      "eval_steps_per_second": 2.015,
+        "f1-score": 0.8596886679307099,
+        "precision": 0.86081047691589,
+        "recall": 0.8627275716472563,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0668,
+      "eval_samples_per_second": 15.986,
+      "eval_steps_per_second": 2.171,
       "eval_weighted avg": {
-        "f1-score": 0.9062194518780211,
-        "precision": 0.9058490047862192,
-        "recall": 0.9067250470229101,
-        "support": 32431.0
+        "f1-score": 0.9128447549856632,
+        "precision": 0.912371867054256,
+        "recall": 0.9157778999450248,
+        "support": 36380.0
       },
       "step": 2349
     },
     {
       "epoch": 30.0,
       "eval_B-Claim": {
-        "f1-score": 0.6710097719869706,
-        "precision": 0.6936026936026936,
-        "recall": 0.6498422712933754,
-        "support": 317.0
+        "f1-score": 0.7267355982274741,
+        "precision": 0.727810650887574,
+        "recall": 0.7256637168141593,
+        "support": 339.0
       },
       "eval_B-MajorClaim": {
-        "f1-score": 0.89375,
-        "precision": 0.8666666666666667,
-        "recall": 0.9225806451612903,
-        "support": 155.0
+        "f1-score": 0.9268292682926829,
+        "precision": 0.9047619047619048,
+        "recall": 0.95,
+        "support": 160.0
       },
       "eval_B-Premise": {
-        "f1-score": 0.893848009650181,
-        "precision": 0.8874251497005988,
-        "recall": 0.9003645200486027,
-        "support": 823.0
+        "f1-score": 0.9119999999999999,
+        "precision": 0.9154175588865097,
+        "recall": 0.9086078639744952,
+        "support": 941.0
       },
       "eval_I-Claim": {
-        "f1-score": 0.6677052127022169,
-        "precision": 0.69632591852037,
-        "recall": 0.6413443830570903,
-        "support": 4344.0
+        "f1-score": 0.7044324324324324,
+        "precision": 0.7157293497363796,
+        "recall": 0.6934865900383141,
+        "support": 4698.0
       },
       "eval_I-MajorClaim": {
-        "f1-score": 0.8996555683122847,
-        "precision": 0.8741633199464525,
-        "recall": 0.9266792809839167,
-        "support": 2114.0
+        "f1-score": 0.9097726740098431,
+        "precision": 0.8669048682447521,
+        "recall": 0.9571005917159763,
+        "support": 2028.0
       },
       "eval_I-Premise": {
-        "f1-score": 0.9106609341980617,
-        "precision": 0.903027675410073,
-        "recall": 0.9184243404130227,
-        "support": 13607.0
+        "f1-score": 0.9179300586213867,
+        "precision": 0.9191687470481075,
+        "recall": 0.9166947042594711,
+        "support": 14861.0
       },
       "eval_O": {
-        "f1-score": 0.9988248056409328,
-        "precision": 0.9996381073011852,
-        "recall": 0.9980128263029536,
-        "support": 11071.0
+        "f1-score": 0.9990630036355459,
+        "precision": 1.0,
+        "recall": 0.9981277615517112,
+        "support": 13353.0
       },
-      "eval_accuracy": 0.9059541796429342,
-      "eval_loss": 0.8091421127319336,
+      "eval_accuracy": 0.9181693238042881,
+      "eval_loss": 0.7438024878501892,
       "eval_macro avg": {
-        "f1-score": 0.8479220432129496,
-        "precision": 0.8458356473068627,
-        "recall": 0.8510354667514646,
-        "support": 32431.0
-      },
-      "eval_runtime": 5.049,
-      "eval_samples_per_second": 15.845,
-      "eval_steps_per_second": 1.981,
+        "f1-score": 0.8709661478884808,
+        "precision": 0.8642561542236039,
+        "recall": 0.8785258897648754,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0797,
+      "eval_samples_per_second": 15.946,
+      "eval_steps_per_second": 2.165,
       "eval_weighted avg": {
-        "f1-score": 0.9046472304257149,
-        "precision": 0.9038225277994681,
-        "recall": 0.9059541796429342,
-        "support": 32431.0
+        "f1-score": 0.9177882762480303,
+        "precision": 0.9177087395840788,
+        "recall": 0.9181693238042881,
+        "support": 36380.0
       },
       "step": 2430
     }
@@ -1932,7 +1932,7 @@
   "num_input_tokens_seen": 0,
   "num_train_epochs": 50,
   "save_steps": 500,
-  "total_flos": 4313724381540000.0,
+  "total_flos": 4300327721970000.0,
   "train_batch_size": 4,
   "trial_name": null,
   "trial_params": null