diff --git "a/checkpoint-3807/trainer_state.json" "b/checkpoint-3807/trainer_state.json"
--- "a/checkpoint-3807/trainer_state.json"
+++ "b/checkpoint-3807/trainer_state.json"
@@ -11,2164 +11,2164 @@
     {
       "epoch": 1.0,
       "eval_Claim": {
-        "f1-score": 0.5385059461955894,
-        "precision": 0.6267132491265789,
-        "recall": 0.4720647773279352,
-        "support": 4940.0
+        "f1-score": 0.5254768748366867,
+        "precision": 0.5768789443488239,
+        "recall": 0.4824856046065259,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.7814784727863526,
-        "precision": 0.9588039867109635,
-        "recall": 0.6595063985374772,
-        "support": 2188.0
+        "f1-score": 0.7984361424847959,
+        "precision": 0.7495921696574225,
+        "recall": 0.854089219330855,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9938608715302625,
-        "precision": 0.9996969237763298,
-        "recall": 0.9880925634688834,
-        "support": 13353.0
+        "f1-score": 0.9990277532260916,
+        "precision": 0.9988511841640155,
+        "recall": 0.9992043847241867,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.8968837690149166,
-        "precision": 0.8455112497215416,
-        "recall": 0.954902824076986,
-        "support": 15899.0
+        "f1-score": 0.8854183656825966,
+        "precision": 0.8719781543651113,
+        "recall": 0.8992793837488611,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.8837548103353491,
-      "eval_loss": 0.2860471308231354,
+      "eval_accuracy": 0.8755765022723447,
+      "eval_loss": 0.28303390741348267,
       "eval_macro avg": {
-        "f1-score": 0.8026822648817803,
-        "precision": 0.8576813523338533,
-        "recall": 0.7686416408528204,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9572,
-      "eval_samples_per_second": 16.34,
-      "eval_steps_per_second": 2.219,
+        "f1-score": 0.8020897840575427,
+        "precision": 0.7993251131338432,
+        "recall": 0.8087646481026072,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8106,
+      "eval_samples_per_second": 16.63,
+      "eval_steps_per_second": 2.079,
       "eval_weighted avg": {
-        "f1-score": 0.8768739289107891,
-        "precision": 0.8792073379911217,
-        "recall": 0.8837548103353491,
-        "support": 36380.0
+        "f1-score": 0.8718761173649596,
+        "precision": 0.8700202202343714,
+        "recall": 0.8755765022723447,
+        "support": 29705.0
       },
       "step": 81
     },
     {
       "epoch": 2.0,
       "eval_Claim": {
-        "f1-score": 0.6469459868753155,
-        "precision": 0.6453172205438067,
-        "recall": 0.648582995951417,
-        "support": 4940.0
+        "f1-score": 0.5578782336033447,
+        "precision": 0.6124497991967871,
+        "recall": 0.5122360844529751,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8435970110796187,
-        "precision": 0.9669226225634967,
-        "recall": 0.7481718464351006,
-        "support": 2188.0
+        "f1-score": 0.784421283598464,
+        "precision": 0.9571619812583668,
+        "recall": 0.6644981412639405,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.998877245508982,
-        "precision": 0.9983541557567143,
-        "recall": 0.9994008836965476,
-        "support": 13353.0
+        "f1-score": 0.9998674150351351,
+        "precision": 0.9997348652231551,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9099026477336144,
-        "precision": 0.8972179761540813,
-        "recall": 0.922951129001824,
-        "support": 15899.0
+        "f1-score": 0.8977749872463995,
+        "precision": 0.8530201342281879,
+        "recall": 0.9474861260664292,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.903243540406817,
-      "eval_loss": 0.24885737895965576,
+      "eval_accuracy": 0.8859114627167144,
+      "eval_loss": 0.27363118529319763,
       "eval_macro avg": {
-        "f1-score": 0.8498307227993828,
-        "precision": 0.8769529937545246,
-        "recall": 0.8297767137712222,
-        "support": 36380.0
-      },
-      "eval_runtime": 5.0097,
-      "eval_samples_per_second": 16.169,
-      "eval_steps_per_second": 2.196,
+        "f1-score": 0.8099854798708358,
+        "precision": 0.8555916949766242,
+        "recall": 0.7810550879458362,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7727,
+      "eval_samples_per_second": 16.762,
+      "eval_steps_per_second": 2.095,
       "eval_weighted avg": {
-        "f1-score": 0.9028656814459712,
-        "precision": 0.9043261520711511,
-        "recall": 0.903243540406817,
-        "support": 36380.0
+        "f1-score": 0.8807489883812781,
+        "precision": 0.8826802296805741,
+        "recall": 0.8859114627167144,
+        "support": 29705.0
       },
       "step": 162
     },
     {
       "epoch": 3.0,
       "eval_Claim": {
-        "f1-score": 0.7040630102775911,
-        "precision": 0.6698958142935478,
-        "recall": 0.7419028340080972,
-        "support": 4940.0
+        "f1-score": 0.64760736196319,
+        "precision": 0.6627322953289804,
+        "recall": 0.6331573896353166,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8888411094388303,
-        "precision": 0.8392204628501827,
-        "recall": 0.9446983546617916,
-        "support": 2188.0
+        "f1-score": 0.9016018306636155,
+        "precision": 0.8881875563570785,
+        "recall": 0.9154275092936803,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.998989104796136,
-        "precision": 0.9988769092542678,
-        "recall": 0.9991013255448213,
-        "support": 13353.0
+        "f1-score": 0.9996904982977407,
+        "precision": 1.0,
+        "recall": 0.9993811881188119,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.914582593823615,
-        "precision": 0.9390987408880053,
-        "recall": 0.8913139191144097,
-        "support": 15899.0
+        "f1-score": 0.8982820417748115,
+        "precision": 0.8936065573770492,
+        "recall": 0.9030067091857865,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9137987905442551,
-      "eval_loss": 0.24298855662345886,
+      "eval_accuracy": 0.9027436458508669,
+      "eval_loss": 0.22585685551166534,
       "eval_macro avg": {
-        "f1-score": 0.8766189545840432,
-        "precision": 0.8617729818215009,
-        "recall": 0.8942541083322799,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9876,
-      "eval_samples_per_second": 16.24,
-      "eval_steps_per_second": 2.205,
+        "f1-score": 0.8617954331748394,
+        "precision": 0.861131602265777,
+        "recall": 0.8627431990583988,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8003,
+      "eval_samples_per_second": 16.666,
+      "eval_steps_per_second": 2.083,
       "eval_weighted avg": {
-        "f1-score": 0.9154289662937856,
-        "precision": 0.9184781183611038,
-        "recall": 0.9137987905442551,
-        "support": 36380.0
+        "f1-score": 0.9019670975035187,
+        "precision": 0.9013351218793044,
+        "recall": 0.9027436458508669,
+        "support": 29705.0
       },
       "step": 243
     },
     {
       "epoch": 4.0,
       "eval_Claim": {
-        "f1-score": 0.6981611893583725,
-        "precision": 0.6754352763058289,
-        "recall": 0.7224696356275304,
-        "support": 4940.0
+        "f1-score": 0.6477602966229081,
+        "precision": 0.5561865427637239,
+        "recall": 0.7754318618042226,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.901231802911534,
-        "precision": 0.8836187966622749,
-        "recall": 0.9195612431444241,
-        "support": 2188.0
+        "f1-score": 0.8984409799554566,
+        "precision": 0.8627031650983746,
+        "recall": 0.9372676579925651,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9989130842172332,
-        "precision": 0.9998499399759904,
-        "recall": 0.9979779824758481,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9146224912392481,
-        "precision": 0.9266670970240785,
-        "recall": 0.9028869740235235,
-        "support": 15899.0
+        "f1-score": 0.861495720750997,
+        "precision": 0.9384029675907849,
+        "recall": 0.7962395427814131,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9142935678944475,
-      "eval_loss": 0.23980534076690674,
+      "eval_accuracy": 0.8811311227066151,
+      "eval_loss": 0.32341843843460083,
       "eval_macro avg": {
-        "f1-score": 0.8782321419315969,
-        "precision": 0.8713927774920431,
-        "recall": 0.8857239588178316,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9726,
-      "eval_samples_per_second": 16.289,
-      "eval_steps_per_second": 2.212,
+        "f1-score": 0.8519242493323405,
+        "precision": 0.8393231688632209,
+        "recall": 0.8772347656445502,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7708,
+      "eval_samples_per_second": 16.769,
+      "eval_steps_per_second": 2.096,
       "eval_weighted avg": {
-        "f1-score": 0.9153623106642749,
-        "precision": 0.9168247558035478,
-        "recall": 0.9142935678944475,
-        "support": 36380.0
+        "f1-score": 0.8869263673393438,
+        "precision": 0.9027457246003854,
+        "recall": 0.8811311227066151,
+        "support": 29705.0
       },
       "step": 324
     },
     {
       "epoch": 5.0,
       "eval_Claim": {
-        "f1-score": 0.6650318783717509,
-        "precision": 0.6450999048525214,
-        "recall": 0.6862348178137652,
-        "support": 4940.0
+        "f1-score": 0.6188788236838649,
+        "precision": 0.6833864888373442,
+        "recall": 0.5654990403071017,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9172031076581575,
-        "precision": 0.8916702632714717,
-        "recall": 0.9442413162705667,
-        "support": 2188.0
+        "f1-score": 0.909733679000707,
+        "precision": 0.9230033476805356,
+        "recall": 0.8968401486988847,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9982383147794145,
-        "precision": 0.9992495872730002,
-        "recall": 0.9972290870965326,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.8998438545616774,
-        "precision": 0.9119622787753521,
-        "recall": 0.8880432731618341,
-        "support": 15899.0
+        "f1-score": 0.8978936810431294,
+        "precision": 0.8706816059757236,
+        "recall": 0.9268615919821088,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9040956569543706,
-      "eval_loss": 0.2932502031326294,
+      "eval_accuracy": 0.9018347079616226,
+      "eval_loss": 0.3072384297847748,
       "eval_macro avg": {
-        "f1-score": 0.87007928884275,
-        "precision": 0.8619955085430864,
-        "recall": 0.8789371235856747,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9595,
-      "eval_samples_per_second": 16.332,
-      "eval_steps_per_second": 2.218,
+        "f1-score": 0.8566154962081685,
+        "precision": 0.8692457621526151,
+        "recall": 0.8473001952470238,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7922,
+      "eval_samples_per_second": 16.694,
+      "eval_steps_per_second": 2.087,
       "eval_weighted avg": {
-        "f1-score": 0.9051179642561333,
-        "precision": 0.9065430476942037,
-        "recall": 0.9040956569543706,
-        "support": 36380.0
+        "f1-score": 0.8984684143294738,
+        "precision": 0.8974043833368577,
+        "recall": 0.9018347079616226,
+        "support": 29705.0
       },
       "step": 405
     },
     {
       "epoch": 6.0,
       "eval_Claim": {
-        "f1-score": 0.6622698072805139,
-        "precision": 0.5740163325909429,
-        "recall": 0.7825910931174089,
-        "support": 4940.0
+        "f1-score": 0.620837537840565,
+        "precision": 0.6545212765957447,
+        "recall": 0.5904510556621881,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9223704351629127,
-        "precision": 0.8842767295597485,
-        "recall": 0.9638939670932358,
-        "support": 2188.0
+        "f1-score": 0.8993613741466637,
+        "precision": 0.8547509418166597,
+        "recall": 0.9488847583643123,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9982004948639124,
-        "precision": 0.9993994444861497,
-        "recall": 0.9970044184827379,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.8780749379985253,
-        "precision": 0.9398091685199799,
-        "recall": 0.8239511918988616,
-        "support": 15899.0
+        "f1-score": 0.8931567692054615,
+        "precision": 0.8869558114841134,
+        "recall": 0.8994450426571688,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.8902693787795491,
-      "eval_loss": 0.3604726195335388,
+      "eval_accuracy": 0.8979633058407676,
+      "eval_loss": 0.3634909987449646,
       "eval_macro avg": {
-        "f1-score": 0.865228918826466,
-        "precision": 0.8493754187892053,
-        "recall": 0.8918601676480611,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.991,
-      "eval_samples_per_second": 16.229,
-      "eval_steps_per_second": 2.204,
+        "f1-score": 0.8533278705744156,
+        "precision": 0.8490349090033436,
+        "recall": 0.8596952141709173,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7765,
+      "eval_samples_per_second": 16.749,
+      "eval_steps_per_second": 2.094,
       "eval_weighted avg": {
-        "f1-score": 0.8955262233990811,
-        "precision": 0.9086708334194257,
-        "recall": 0.8902693787795491,
-        "support": 36380.0
+        "f1-score": 0.8960665959131486,
+        "precision": 0.8950239457358053,
+        "recall": 0.8979633058407676,
+        "support": 29705.0
       },
       "step": 486
     },
     {
       "epoch": 6.17,
-      "grad_norm": 17.04454231262207,
+      "grad_norm": 9.48759651184082,
       "learning_rate": 1.7530864197530865e-05,
-      "loss": 0.2104,
+      "loss": 0.214,
       "step": 500
     },
     {
       "epoch": 7.0,
       "eval_Claim": {
-        "f1-score": 0.7037529399734124,
-        "precision": 0.7110973341599504,
-        "recall": 0.6965587044534413,
-        "support": 4940.0
+        "f1-score": 0.6812872467222885,
+        "precision": 0.6769303647560397,
+        "recall": 0.685700575815739,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9196885428253615,
-        "precision": 0.8959687906371911,
-        "recall": 0.9446983546617916,
-        "support": 2188.0
+        "f1-score": 0.9276377217553688,
+        "precision": 0.9319887429643527,
+        "recall": 0.9233271375464684,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9987257327036954,
-        "precision": 0.9996248780853777,
-        "recall": 0.997828203399985,
-        "support": 13353.0
+        "f1-score": 0.9999115983026874,
+        "precision": 0.9999115983026874,
+        "recall": 0.9999115983026874,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9188781285372909,
-        "precision": 0.9187048098082364,
-        "recall": 0.9190515126737531,
-        "support": 15899.0
+        "f1-score": 0.9017086927670869,
+        "precision": 0.9029819752471135,
+        "recall": 0.9004389961070156,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9192963166575041,
-      "eval_loss": 0.36414769291877747,
+      "eval_accuracy": 0.9098468271334792,
+      "eval_loss": 0.3468942642211914,
       "eval_macro avg": {
-        "f1-score": 0.8852613360099401,
-        "precision": 0.8813489531726889,
-        "recall": 0.8895341937972427,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9835,
-      "eval_samples_per_second": 16.254,
-      "eval_steps_per_second": 2.207,
+        "f1-score": 0.8776363148868579,
+        "precision": 0.8779531703175483,
+        "recall": 0.8773445769429775,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7913,
+      "eval_samples_per_second": 16.697,
+      "eval_steps_per_second": 2.087,
       "eval_weighted avg": {
-        "f1-score": 0.9190227083446231,
-        "precision": 0.9188476996393494,
-        "recall": 0.9192963166575041,
-        "support": 36380.0
+        "f1-score": 0.9100559053806798,
+        "precision": 0.910277290769933,
+        "recall": 0.9098468271334792,
+        "support": 29705.0
       },
       "step": 567
     },
     {
       "epoch": 8.0,
       "eval_Claim": {
-        "f1-score": 0.7025399811853246,
-        "precision": 0.6562390158172232,
-        "recall": 0.7558704453441295,
-        "support": 4940.0
+        "f1-score": 0.6928905033731187,
+        "precision": 0.6105725260654838,
+        "recall": 0.8008637236084453,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9105835367206567,
-        "precision": 0.8848641655886158,
-        "recall": 0.9378427787934186,
-        "support": 2188.0
+        "f1-score": 0.9302433371958285,
+        "precision": 0.9278779472954231,
+        "recall": 0.9326208178438662,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9986513823331086,
-        "precision": 0.9991005172026085,
-        "recall": 0.9982026510896428,
-        "support": 13353.0
+        "f1-score": 0.9999115904871364,
+        "precision": 1.0,
+        "recall": 0.9998231966053748,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9083384525849526,
-        "precision": 0.9345974717232203,
-        "recall": 0.8835146864582678,
-        "support": 15899.0
+        "f1-score": 0.8820387074174622,
+        "precision": 0.9356247097073851,
+        "recall": 0.8342582622380519,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.911544804837823,
-      "eval_loss": 0.35222452878952026,
+      "eval_accuracy": 0.8997475172529877,
+      "eval_loss": 0.40174800157546997,
       "eval_macro avg": {
-        "f1-score": 0.8800283382060107,
-        "precision": 0.8687002925829169,
-        "recall": 0.8938576404213647,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9741,
-      "eval_samples_per_second": 16.285,
-      "eval_steps_per_second": 2.211,
+        "f1-score": 0.8762710346183864,
+        "precision": 0.868518795767073,
+        "recall": 0.8918915000739345,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7722,
+      "eval_samples_per_second": 16.764,
+      "eval_steps_per_second": 2.095,
       "eval_weighted avg": {
-        "f1-score": 0.9136769997620249,
-        "precision": 0.9174837257168467,
-        "recall": 0.911544804837823,
-        "support": 36380.0
+        "f1-score": 0.9038782866839282,
+        "precision": 0.9139692560686062,
+        "recall": 0.8997475172529877,
+        "support": 29705.0
       },
       "step": 648
     },
     {
       "epoch": 9.0,
       "eval_Claim": {
-        "f1-score": 0.6566933693658913,
-        "precision": 0.6275594908688434,
-        "recall": 0.6886639676113361,
-        "support": 4940.0
+        "f1-score": 0.6602241979126401,
+        "precision": 0.7130531589201224,
+        "recall": 0.6146833013435701,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8702745722244328,
-        "precision": 0.7706131078224101,
-        "recall": 0.9995429616087751,
-        "support": 2188.0
+        "f1-score": 0.9052154195011338,
+        "precision": 0.8839681133746679,
+        "recall": 0.9275092936802974,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9987648313807688,
-        "precision": 0.9983537862915295,
-        "recall": 0.9991762150827529,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9001826722338205,
-        "precision": 0.9350138917124077,
-        "recall": 0.8678533241084345,
-        "support": 15899.0
+        "f1-score": 0.9072885349800925,
+        "precision": 0.8903596204449405,
+        "recall": 0.9248736850824153,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.8996426608026388,
-      "eval_loss": 0.4436376690864563,
+      "eval_accuracy": 0.910149806429894,
+      "eval_loss": 0.4713464379310608,
       "eval_macro avg": {
-        "f1-score": 0.8564788613012284,
-        "precision": 0.8328850691737977,
-        "recall": 0.8888091171028246,
-        "support": 36380.0
-      },
-      "eval_runtime": 5.0402,
-      "eval_samples_per_second": 16.071,
-      "eval_steps_per_second": 2.182,
+        "f1-score": 0.8681709883747097,
+        "precision": 0.8718231247141469,
+        "recall": 0.8667665700265708,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7731,
+      "eval_samples_per_second": 16.761,
+      "eval_steps_per_second": 2.095,
       "eval_weighted avg": {
-        "f1-score": 0.9015045934020747,
-        "precision": 0.90662587513727,
-        "recall": 0.8996426608026388,
-        "support": 36380.0
+        "f1-score": 0.9077607320175198,
+        "precision": 0.9067368029754924,
+        "recall": 0.910149806429894,
+        "support": 29705.0
       },
       "step": 729
     },
     {
       "epoch": 10.0,
       "eval_Claim": {
-        "f1-score": 0.7371103705155853,
-        "precision": 0.7145572025845686,
-        "recall": 0.7611336032388664,
-        "support": 4940.0
+        "f1-score": 0.6952499153785399,
+        "precision": 0.6562300319488817,
+        "recall": 0.7392034548944337,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9365328549002018,
-        "precision": 0.9194187582562747,
-        "recall": 0.9542961608775137,
-        "support": 2188.0
+        "f1-score": 0.9103908484270734,
+        "precision": 0.9344422700587084,
+        "recall": 0.887546468401487,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9991386090408599,
-        "precision": 0.9993257416841475,
-        "recall": 0.9989515464689583,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9225428371233836,
-        "precision": 0.9344473837021743,
-        "recall": 0.9109377948298635,
-        "support": 15899.0
+        "f1-score": 0.9012517385257303,
+        "precision": 0.9174532349407929,
+        "recall": 0.8856125238134681,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9255085211654756,
-      "eval_loss": 0.44094258546829224,
+      "eval_accuracy": 0.9087695674128935,
+      "eval_loss": 0.4968256950378418,
       "eval_macro avg": {
-        "f1-score": 0.8988311678950076,
-        "precision": 0.8919372715567913,
-        "recall": 0.9063297763538004,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9458,
-      "eval_samples_per_second": 16.378,
-      "eval_steps_per_second": 2.224,
+        "f1-score": 0.8767231255828358,
+        "precision": 0.8770313842370958,
+        "recall": 0.8780906117773473,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7941,
+      "eval_samples_per_second": 16.687,
+      "eval_steps_per_second": 2.086,
       "eval_weighted avg": {
-        "f1-score": 0.9263184587909816,
-        "precision": 0.927497977075915,
-        "recall": 0.9255085211654756,
-        "support": 36380.0
+        "f1-score": 0.9106135328171674,
+        "precision": 0.9134657277821738,
+        "recall": 0.9087695674128935,
+        "support": 29705.0
       },
       "step": 810
     },
     {
       "epoch": 11.0,
       "eval_Claim": {
-        "f1-score": 0.6750768578394996,
-        "precision": 0.7086579123080348,
-        "recall": 0.6445344129554655,
-        "support": 4940.0
+        "f1-score": 0.6796779702366431,
+        "precision": 0.6913151364764268,
+        "recall": 0.668426103646833,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9008264462809917,
-        "precision": 0.8220211161387632,
-        "recall": 0.9963436928702011,
-        "support": 2188.0
+        "f1-score": 0.9301903898458749,
+        "precision": 0.9079646017699115,
+        "recall": 0.9535315985130112,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9990631440884392,
-        "precision": 0.9998499849984999,
-        "recall": 0.9982775406275743,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9168605748066159,
-        "precision": 0.9167452681883921,
-        "recall": 0.9169759104346186,
-        "support": 15899.0
+        "f1-score": 0.901923474663909,
+        "precision": 0.9008428358948934,
+        "recall": 0.9030067091857865,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9145959318306762,
-      "eval_loss": 0.4954843521118164,
+      "eval_accuracy": 0.9106884362901868,
+      "eval_loss": 0.5864725708961487,
       "eval_macro avg": {
-        "f1-score": 0.8729567557538865,
-        "precision": 0.8618185704084225,
-        "recall": 0.8890328892219649,
-        "support": 36380.0
-      },
-      "eval_runtime": 5.0503,
-      "eval_samples_per_second": 16.039,
-      "eval_steps_per_second": 2.178,
+        "f1-score": 0.8779369089628499,
+        "precision": 0.8750085450645222,
+        "recall": 0.8812411028364077,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8031,
+      "eval_samples_per_second": 16.656,
+      "eval_steps_per_second": 2.082,
       "eval_weighted avg": {
-        "f1-score": 0.9132365141301059,
-        "precision": 0.9132952764575458,
-        "recall": 0.9145959318306762,
-        "support": 36380.0
+        "f1-score": 0.9101191594213591,
+        "precision": 0.9096858090555641,
+        "recall": 0.9106884362901868,
+        "support": 29705.0
       },
       "step": 891
     },
     {
       "epoch": 12.0,
       "eval_Claim": {
-        "f1-score": 0.6857200770244248,
-        "precision": 0.6866247209255125,
-        "recall": 0.6848178137651821,
-        "support": 4940.0
+        "f1-score": 0.697112745636184,
+        "precision": 0.6425824731835661,
+        "recall": 0.7617562380038387,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9214571488734471,
-        "precision": 0.8543537680593518,
-        "recall": 1.0,
-        "support": 2188.0
+        "f1-score": 0.9365296803652968,
+        "precision": 0.920556552962298,
+        "recall": 0.9530669144981413,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9987652935234033,
-        "precision": 0.9979811574697174,
-        "recall": 0.9995506627724107,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9127542413343095,
-        "precision": 0.9239592731022039,
-        "recall": 0.9018177243851815,
-        "support": 15899.0
+        "f1-score": 0.8923037300940034,
+        "precision": 0.9260513186029936,
+        "recall": 0.8609293464756067,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.91412864211105,
-      "eval_loss": 0.5210011005401611,
+      "eval_accuracy": 0.9066487123379903,
+      "eval_loss": 0.5556066632270813,
       "eval_macro avg": {
-        "f1-score": 0.8796741901888963,
-        "precision": 0.8657297298891964,
-        "recall": 0.8965465502306935,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9497,
-      "eval_samples_per_second": 16.365,
-      "eval_steps_per_second": 2.222,
+        "f1-score": 0.8814865390238711,
+        "precision": 0.8722975861872144,
+        "recall": 0.8939381247443967,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7999,
+      "eval_samples_per_second": 16.667,
+      "eval_steps_per_second": 2.083,
       "eval_weighted avg": {
-        "f1-score": 0.9140186385274314,
-        "precision": 0.9147147620844138,
-        "recall": 0.91412864211105,
-        "support": 36380.0
+        "f1-score": 0.9091318205481447,
+        "precision": 0.9140393543072853,
+        "recall": 0.9066487123379903,
+        "support": 29705.0
       },
       "step": 972
     },
     {
       "epoch": 12.35,
-      "grad_norm": 3.2667109966278076,
+      "grad_norm": 3.987734794616699,
       "learning_rate": 1.506172839506173e-05,
-      "loss": 0.0286,
+      "loss": 0.0252,
       "step": 1000
     },
     {
       "epoch": 13.0,
       "eval_Claim": {
-        "f1-score": 0.7024380291747424,
-        "precision": 0.7079991774624718,
-        "recall": 0.6969635627530364,
-        "support": 4940.0
+        "f1-score": 0.6895428929242329,
+        "precision": 0.7212470526591565,
+        "recall": 0.6605086372360844,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9075119409465915,
-        "precision": 0.8643507030603805,
-        "recall": 0.9552102376599635,
-        "support": 2188.0
+        "f1-score": 0.9265742214139577,
+        "precision": 0.9069870939029817,
+        "recall": 0.9470260223048327,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9986895802912875,
-        "precision": 0.9985774183887391,
-        "recall": 0.9988017673930952,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9200429808482398,
-        "precision": 0.9246014101505431,
-        "recall": 0.9155292785709793,
-        "support": 15899.0
+        "f1-score": 0.9083234293676489,
+        "precision": 0.8989292667099286,
+        "recall": 0.917916010933488,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9188015393073117,
-      "eval_loss": 0.5909315347671509,
+      "eval_accuracy": 0.9151657970038714,
+      "eval_loss": 0.5547633767127991,
       "eval_macro avg": {
-        "f1-score": 0.8821706328152152,
-        "precision": 0.8738821772655336,
-        "recall": 0.8916262115942686,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9699,
-      "eval_samples_per_second": 16.298,
-      "eval_steps_per_second": 2.213,
+        "f1-score": 0.8810990862027029,
+        "precision": 0.8817687548472308,
+        "recall": 0.8813626676186013,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8002,
+      "eval_samples_per_second": 16.666,
+      "eval_steps_per_second": 2.083,
       "eval_weighted avg": {
-        "f1-score": 0.9186076225687217,
-        "precision": 0.918717904416961,
-        "recall": 0.9188015393073117,
-        "support": 36380.0
+        "f1-score": 0.9138424940934561,
+        "precision": 0.9130371003853032,
+        "recall": 0.9151657970038714,
+        "support": 29705.0
       },
       "step": 1053
     },
     {
       "epoch": 14.0,
       "eval_Claim": {
-        "f1-score": 0.7095000509113125,
-        "precision": 0.7137881581643106,
-        "recall": 0.7052631578947368,
-        "support": 4940.0
+        "f1-score": 0.6662641873943491,
+        "precision": 0.6706368497812348,
+        "recall": 0.6619481765834933,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.921028466483012,
-        "precision": 0.9252767527675276,
-        "recall": 0.916819012797075,
-        "support": 2188.0
+        "f1-score": 0.9252051582649472,
+        "precision": 0.9337434926644581,
+        "recall": 0.91682156133829,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9994754982766372,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9989515464689583,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9206986297074409,
-        "precision": 0.9180215107553776,
-        "recall": 0.9233914082646707,
-        "support": 15899.0
+        "f1-score": 0.8968191757085687,
+        "precision": 0.8933914187078744,
+        "recall": 0.9002733371987078,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9211105002748763,
-      "eval_loss": 0.559357225894928,
+      "eval_accuracy": 0.9060090893788925,
+      "eval_loss": 0.598924994468689,
       "eval_macro avg": {
-        "f1-score": 0.8876756613446006,
-        "precision": 0.889271605421804,
-        "recall": 0.8861062813563602,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9811,
-      "eval_samples_per_second": 16.262,
-      "eval_steps_per_second": 2.208,
+        "f1-score": 0.8720721303419663,
+        "precision": 0.8744429402883919,
+        "recall": 0.8697607687801228,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8166,
+      "eval_samples_per_second": 16.609,
+      "eval_steps_per_second": 2.076,
       "eval_weighted avg": {
-        "f1-score": 0.9209544908843665,
-        "precision": 0.9208148168193181,
-        "recall": 0.9211105002748763,
-        "support": 36380.0
+        "f1-score": 0.9058181633386757,
+        "precision": 0.9056571278963901,
+        "recall": 0.9060090893788925,
+        "support": 29705.0
       },
       "step": 1134
     },
     {
       "epoch": 15.0,
       "eval_Claim": {
-        "f1-score": 0.6915445526531356,
-        "precision": 0.6282454109475774,
-        "recall": 0.7690283400809717,
-        "support": 4940.0
+        "f1-score": 0.6859867017940033,
+        "precision": 0.7189061267420458,
+        "recall": 0.6559500959692899,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9327135900841081,
-        "precision": 0.9042918454935622,
-        "recall": 0.9629798903107861,
-        "support": 2188.0
+        "f1-score": 0.9230404925408477,
+        "precision": 0.9410912602607436,
+        "recall": 0.9056691449814126,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9995130539011873,
-        "precision": 0.9998501199040767,
-        "recall": 0.9991762150827529,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.8984226716408141,
-        "precision": 0.936421311139914,
-        "recall": 0.8633876344424177,
-        "support": 15899.0
+        "f1-score": 0.9089134677944047,
+        "precision": 0.89272306094736,
+        "recall": 0.9257019796239543,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9064046179219352,
-      "eval_loss": 0.6213898658752441,
+      "eval_accuracy": 0.9146944958761152,
+      "eval_loss": 0.5877691507339478,
       "eval_macro avg": {
-        "f1-score": 0.8805484670698113,
-        "precision": 0.8672021718712826,
-        "recall": 0.898643019979232,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9756,
-      "eval_samples_per_second": 16.28,
-      "eval_steps_per_second": 2.211,
+        "f1-score": 0.8794851655323139,
+        "precision": 0.8881801119875374,
+        "recall": 0.8718303051436642,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7894,
+      "eval_samples_per_second": 16.704,
+      "eval_steps_per_second": 2.088,
       "eval_weighted avg": {
-        "f1-score": 0.9094977265082566,
-        "precision": 0.9159231436204942,
-        "recall": 0.9064046179219352,
-        "support": 36380.0
+        "f1-score": 0.9133441511431463,
+        "precision": 0.9126906124611831,
+        "recall": 0.9146944958761152,
+        "support": 29705.0
       },
       "step": 1215
     },
     {
       "epoch": 16.0,
       "eval_Claim": {
-        "f1-score": 0.6819089456869009,
-        "precision": 0.6727738376674547,
-        "recall": 0.6912955465587044,
-        "support": 4940.0
+        "f1-score": 0.6963696369636965,
+        "precision": 0.6844300278035218,
+        "recall": 0.7087332053742802,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9290586630286495,
-        "precision": 0.9244343891402715,
-        "recall": 0.9337294332723949,
-        "support": 2188.0
+        "f1-score": 0.9235896215186861,
+        "precision": 0.9468033186920449,
+        "recall": 0.9014869888475836,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9998127410958391,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9996255523103422,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9087691578448412,
-        "precision": 0.9131843007748,
-        "recall": 0.9043965029247123,
-        "support": 15899.0
+        "f1-score": 0.9048587195552051,
+        "precision": 0.9065513801130695,
+        "recall": 0.9031723680940943,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9121770203408466,
-      "eval_loss": 0.6214332580566406,
+      "eval_accuracy": 0.9126409695337485,
+      "eval_loss": 0.5437762141227722,
       "eval_macro avg": {
-        "f1-score": 0.8798873769140577,
-        "precision": 0.8775981318956315,
-        "recall": 0.8822617587665385,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.962,
-      "eval_samples_per_second": 16.324,
-      "eval_steps_per_second": 2.217,
+        "f1-score": 0.881204494509397,
+        "precision": 0.884446181652159,
+        "recall": 0.8783481405789896,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8031,
+      "eval_samples_per_second": 16.656,
+      "eval_steps_per_second": 2.082,
       "eval_weighted avg": {
-        "f1-score": 0.9126011797368843,
-        "precision": 0.9130808795913876,
-        "recall": 0.9121770203408466,
-        "support": 36380.0
+        "f1-score": 0.913192823886985,
+        "precision": 0.9138872213369954,
+        "recall": 0.9126409695337485,
+        "support": 29705.0
       },
       "step": 1296
     },
     {
       "epoch": 17.0,
       "eval_Claim": {
-        "f1-score": 0.6977198697068404,
-        "precision": 0.7524590163934426,
-        "recall": 0.6504048582995952,
-        "support": 4940.0
+        "f1-score": 0.647066981001248,
+        "precision": 0.7666776207689779,
+        "recall": 0.5597408829174664,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.935002195871761,
-        "precision": 0.8998309382924767,
-        "recall": 0.9730347349177331,
-        "support": 2188.0
+        "f1-score": 0.9200805910006717,
+        "precision": 0.8876889848812095,
+        "recall": 0.9549256505576208,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9994757732344791,
-        "precision": 0.9994757732344791,
-        "recall": 0.9994757732344791,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9219572623103128,
-        "precision": 0.908120309926179,
-        "recall": 0.9362224039247752,
-        "support": 15899.0
+        "f1-score": 0.9095471382482972,
+        "precision": 0.8760165720423507,
+        "recall": 0.9457467075291974,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9228422210005498,
-      "eval_loss": 0.6075455546379089,
+      "eval_accuracy": 0.912910284463895,
+      "eval_loss": 0.6229106783866882,
       "eval_macro avg": {
-        "f1-score": 0.8885387752808483,
-        "precision": 0.8899715094616443,
-        "recall": 0.8897844425941457,
-        "support": 36380.0
-      },
-      "eval_runtime": 5.0046,
-      "eval_samples_per_second": 16.185,
-      "eval_steps_per_second": 2.198,
+        "f1-score": 0.8691626278387974,
+        "precision": 0.8825736959523487,
+        "recall": 0.8651033102510712,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8073,
+      "eval_samples_per_second": 16.641,
+      "eval_steps_per_second": 2.08,
       "eval_weighted avg": {
-        "f1-score": 0.9207454500932067,
-        "precision": 0.9200160099363349,
-        "recall": 0.9228422210005498,
-        "support": 36380.0
+        "f1-score": 0.9079094842894391,
+        "precision": 0.9087011338660376,
+        "recall": 0.912910284463895,
+        "support": 29705.0
       },
       "step": 1377
     },
     {
       "epoch": 18.0,
       "eval_Claim": {
-        "f1-score": 0.6748943740271293,
-        "precision": 0.7486433152442032,
-        "recall": 0.6143724696356275,
-        "support": 4940.0
+        "f1-score": 0.6821297989031078,
+        "precision": 0.6511780104712042,
+        "recall": 0.7161708253358925,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9180620674257648,
-        "precision": 0.8974247053688346,
-        "recall": 0.9396709323583181,
-        "support": 2188.0
+        "f1-score": 0.922899353647276,
+        "precision": 0.9169724770642201,
+        "recall": 0.9289033457249071,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9997753145596164,
-        "precision": 0.9998501984870047,
-        "recall": 0.9997004418482738,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9206027683147655,
-        "precision": 0.898945097099017,
-        "recall": 0.9433297691678721,
-        "support": 15899.0
+        "f1-score": 0.8941394877853255,
+        "precision": 0.9112487100103199,
+        "recall": 0.8776608962146939,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9191313908741067,
-      "eval_loss": 0.6335331201553345,
+      "eval_accuracy": 0.9053021376872581,
+      "eval_loss": 0.5977877378463745,
       "eval_macro avg": {
-        "f1-score": 0.878333631081819,
-        "precision": 0.8862158290497649,
-        "recall": 0.874268403252523,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9489,
-      "eval_samples_per_second": 16.367,
-      "eval_steps_per_second": 2.223,
+        "f1-score": 0.8747811103601705,
+        "precision": 0.8698277009156502,
+        "recall": 0.8806837668188734,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7819,
+      "eval_samples_per_second": 16.73,
+      "eval_steps_per_second": 2.091,
       "eval_weighted avg": {
-        "f1-score": 0.9161451676737934,
-        "precision": 0.9154807870211,
-        "recall": 0.9191313908741067,
-        "support": 36380.0
+        "f1-score": 0.9067713337488226,
+        "precision": 0.9089358856298488,
+        "recall": 0.9053021376872581,
+        "support": 29705.0
       },
       "step": 1458
     },
     {
       "epoch": 18.52,
-      "grad_norm": 0.10011027753353119,
+      "grad_norm": 3.641792058944702,
       "learning_rate": 1.2592592592592593e-05,
-      "loss": 0.0091,
+      "loss": 0.0101,
       "step": 1500
     },
     {
       "epoch": 19.0,
       "eval_Claim": {
-        "f1-score": 0.7046035805626598,
-        "precision": 0.7439243924392439,
-        "recall": 0.6692307692307692,
-        "support": 4940.0
+        "f1-score": 0.6483875179527353,
+        "precision": 0.711257519335434,
+        "recall": 0.5957293666026872,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9264422045893201,
-        "precision": 0.8727272727272727,
-        "recall": 0.9872029250457038,
-        "support": 2188.0
+        "f1-score": 0.9248662479646429,
+        "precision": 0.9259431765253843,
+        "recall": 0.9237918215613383,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.999213041034289,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9984273197034375,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.921880854252529,
-        "precision": 0.9153078306156612,
-        "recall": 0.9285489653437323,
-        "support": 15899.0
+        "f1-score": 0.9020460770098276,
+        "precision": 0.8779302234417875,
+        "recall": 0.92752422761534,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9225123694337548,
-      "eval_loss": 0.6328368782997131,
+      "eval_accuracy": 0.9082982662851372,
+      "eval_loss": 0.6089487075805664,
       "eval_macro avg": {
-        "f1-score": 0.8880349201096995,
-        "precision": 0.8829898739455444,
-        "recall": 0.8958524948309107,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9991,
-      "eval_samples_per_second": 16.203,
-      "eval_steps_per_second": 2.2,
+        "f1-score": 0.8688249607318015,
+        "precision": 0.8787827298256514,
+        "recall": 0.8617613539448413,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7853,
+      "eval_samples_per_second": 16.718,
+      "eval_steps_per_second": 2.09,
       "eval_weighted avg": {
-        "f1-score": 0.9210355324440019,
-        "precision": 0.9205605544347316,
-        "recall": 0.9225123694337548,
-        "support": 36380.0
+        "f1-score": 0.9054096491562553,
+        "precision": 0.9045077476547858,
+        "recall": 0.9082982662851372,
+        "support": 29705.0
       },
       "step": 1539
     },
     {
       "epoch": 20.0,
       "eval_Claim": {
-        "f1-score": 0.6881697835679765,
-        "precision": 0.7153778942769768,
-        "recall": 0.6629554655870445,
-        "support": 4940.0
+        "f1-score": 0.7207543032562219,
+        "precision": 0.66363819907127,
+        "recall": 0.7886276391554703,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9309440559440559,
-        "precision": 0.8919597989949749,
-        "recall": 0.973491773308958,
-        "support": 2188.0
+        "f1-score": 0.9401589527816735,
+        "precision": 0.9459078080903104,
+        "recall": 0.9344795539033457,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9997753313862053,
-        "precision": 0.9997753313862053,
-        "recall": 0.9997753313862053,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9161451814768461,
-        "precision": 0.9115248116555632,
-        "recall": 0.92081262972514,
-        "support": 15899.0
+        "f1-score": 0.8998161371702227,
+        "precision": 0.9299982322785929,
+        "recall": 0.8715315166073055,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9179494227597581,
-      "eval_loss": 0.6887677907943726,
+      "eval_accuracy": 0.9133815855916513,
+      "eval_loss": 0.6035876274108887,
       "eval_macro avg": {
-        "f1-score": 0.883758588093771,
-        "precision": 0.87965945907843,
-        "recall": 0.8892588000018369,
-        "support": 36380.0
-      },
-      "eval_runtime": 5.0229,
-      "eval_samples_per_second": 16.126,
-      "eval_steps_per_second": 2.19,
+        "f1-score": 0.8901823483020296,
+        "precision": 0.8848860598600434,
+        "recall": 0.8986596774165303,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7726,
+      "eval_samples_per_second": 16.762,
+      "eval_steps_per_second": 2.095,
       "eval_weighted avg": {
-        "f1-score": 0.916774507023963,
-        "precision": 0.9161052176591827,
-        "recall": 0.9179494227597581,
-        "support": 36380.0
+        "f1-score": 0.9157652323317351,
+        "precision": 0.9204344815700675,
+        "recall": 0.9133815855916513,
+        "support": 29705.0
       },
       "step": 1620
     },
     {
       "epoch": 21.0,
       "eval_Claim": {
-        "f1-score": 0.6423871114136601,
-        "precision": 0.7307692307692307,
-        "recall": 0.573076923076923,
-        "support": 4940.0
+        "f1-score": 0.6858804196688157,
+        "precision": 0.7248196633716271,
+        "recall": 0.650911708253359,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8879392212725545,
-        "precision": 0.9239130434782609,
-        "recall": 0.8546617915904936,
-        "support": 2188.0
+        "f1-score": 0.9371935559187485,
+        "precision": 0.9418113561708118,
+        "recall": 0.9326208178438662,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9984999624990625,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9970044184827379,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9172614007499698,
-        "precision": 0.883336245558856,
-        "recall": 0.9538964714761935,
-        "support": 15899.0
+        "f1-score": 0.907693558880937,
+        "precision": 0.8915248821790878,
+        "recall": 0.9244595378116458,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9120395821880154,
-      "eval_loss": 0.7241741418838501,
+      "eval_accuracy": 0.9154351119340178,
+      "eval_loss": 0.6373494267463684,
       "eval_macro avg": {
-        "f1-score": 0.8615219239838117,
-        "precision": 0.8845046299515869,
-        "recall": 0.844659901156587,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9949,
-      "eval_samples_per_second": 16.217,
-      "eval_steps_per_second": 2.202,
+        "f1-score": 0.8826918836171254,
+        "precision": 0.8895389754303817,
+        "recall": 0.8769980159772177,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7918,
+      "eval_samples_per_second": 16.695,
+      "eval_steps_per_second": 2.087,
       "eval_weighted avg": {
-        "f1-score": 0.9079909938510604,
-        "precision": 0.9078802833224489,
-        "recall": 0.9120395821880154,
-        "support": 36380.0
+        "f1-score": 0.913858759733591,
+        "precision": 0.9130855511853444,
+        "recall": 0.9154351119340178,
+        "support": 29705.0
       },
       "step": 1701
     },
     {
       "epoch": 22.0,
       "eval_Claim": {
-        "f1-score": 0.6720596061734965,
-        "precision": 0.7086419753086419,
-        "recall": 0.6390688259109312,
-        "support": 4940.0
+        "f1-score": 0.6833652924256951,
+        "precision": 0.6827107279693486,
+        "recall": 0.684021113243762,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9051685393258427,
-        "precision": 0.8903625110521662,
-        "recall": 0.9204753199268738,
-        "support": 2188.0
+        "f1-score": 0.9286995515695068,
+        "precision": 0.8973136915077989,
+        "recall": 0.962360594795539,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9997004867090977,
-        "precision": 0.9995507973347308,
-        "recall": 0.9998502209241369,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9166278528178853,
-        "precision": 0.9051882742548755,
-        "recall": 0.9283602742310837,
-        "support": 15899.0
+        "f1-score": 0.9007964638672282,
+        "precision": 0.9070372858582466,
+        "recall": 0.8946409343162428,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9148433205057724,
-      "eval_loss": 0.7163732051849365,
+      "eval_accuracy": 0.9101161420636257,
+      "eval_loss": 0.6425191760063171,
       "eval_macro avg": {
-        "f1-score": 0.8733891212565805,
-        "precision": 0.8759358894876037,
-        "recall": 0.8719386602482564,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9476,
-      "eval_samples_per_second": 16.371,
-      "eval_steps_per_second": 2.223,
+        "f1-score": 0.8782042772418507,
+        "precision": 0.8717433278630627,
+        "recall": 0.8852556605888859,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8051,
+      "eval_samples_per_second": 16.649,
+      "eval_steps_per_second": 2.081,
       "eval_weighted avg": {
-        "f1-score": 0.9132201772820274,
-        "precision": 0.9122428450081295,
-        "recall": 0.9148433205057724,
-        "support": 36380.0
+        "f1-score": 0.9100704832242509,
+        "precision": 0.910224494827858,
+        "recall": 0.9101161420636257,
+        "support": 29705.0
       },
       "step": 1782
     },
     {
       "epoch": 23.0,
       "eval_Claim": {
-        "f1-score": 0.7022826614861584,
-        "precision": 0.6750700280112045,
-        "recall": 0.7317813765182186,
-        "support": 4940.0
+        "f1-score": 0.7114282372207277,
+        "precision": 0.6941337594156586,
+        "recall": 0.7296065259117083,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9080485115766262,
-        "precision": 0.8772901576480614,
-        "recall": 0.9410420475319927,
-        "support": 2188.0
+        "f1-score": 0.9322964318389753,
+        "precision": 0.918018018018018,
+        "recall": 0.9470260223048327,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9988753936122357,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9977533138620535,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9134190823574582,
-        "precision": 0.9295994789970694,
-        "recall": 0.8977923139820114,
-        "support": 15899.0
+        "f1-score": 0.9069348418185628,
+        "precision": 0.9177408412483039,
+        "recall": 0.8963803528534747,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9145409565695437,
-      "eval_loss": 0.695353627204895,
+      "eval_accuracy": 0.9161083992593839,
+      "eval_loss": 0.6442272663116455,
       "eval_macro avg": {
-        "f1-score": 0.8806564122581195,
-        "precision": 0.8704899161640838,
-        "recall": 0.892092262973569,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9626,
-      "eval_samples_per_second": 16.322,
-      "eval_steps_per_second": 2.217,
+        "f1-score": 0.8876648777195664,
+        "precision": 0.8824731546704951,
+        "recall": 0.893253225267504,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7909,
+      "eval_samples_per_second": 16.698,
+      "eval_steps_per_second": 2.087,
       "eval_weighted avg": {
-        "f1-score": 0.9157921828580727,
-        "precision": 0.9177311412832249,
-        "recall": 0.9145409565695437,
-        "support": 36380.0
+        "f1-score": 0.9167803117094421,
+        "precision": 0.917711141572463,
+        "recall": 0.9161083992593839,
+        "support": 29705.0
       },
       "step": 1863
     },
     {
       "epoch": 24.0,
       "eval_Claim": {
-        "f1-score": 0.6945771284068559,
-        "precision": 0.6463308349311487,
-        "recall": 0.7506072874493928,
-        "support": 4940.0
+        "f1-score": 0.70479277610558,
+        "precision": 0.6809843400447427,
+        "recall": 0.7303262955854126,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9287416071041802,
-        "precision": 0.8826677645121449,
-        "recall": 0.979890310786106,
-        "support": 2188.0
+        "f1-score": 0.9265043638033992,
+        "precision": 0.915985467756585,
+        "recall": 0.9372676579925651,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9992880428673137,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9985770987793006,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9030182916923878,
-        "precision": 0.9339381720430108,
-        "recall": 0.8740801308258381,
-        "support": 15899.0
+        "f1-score": 0.904177523745482,
+        "precision": 0.917754457810767,
+        "recall": 0.8909964383334714,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9093732820230896,
-      "eval_loss": 0.7689566016197205,
+      "eval_accuracy": 0.9133142568591146,
+      "eval_loss": 0.6410267353057861,
       "eval_macro avg": {
-        "f1-score": 0.8814062675176844,
-        "precision": 0.8657341928715762,
-        "recall": 0.9007887069601594,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9669,
-      "eval_samples_per_second": 16.308,
-      "eval_steps_per_second": 2.215,
+        "f1-score": 0.8838686659136152,
+        "precision": 0.8786810664030237,
+        "recall": 0.8896475979778622,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8171,
+      "eval_samples_per_second": 16.607,
+      "eval_steps_per_second": 2.076,
       "eval_weighted avg": {
-        "f1-score": 0.911596446033489,
-        "precision": 0.9160482240413489,
-        "recall": 0.9093732820230896,
-        "support": 36380.0
+        "f1-score": 0.9143090027231838,
+        "precision": 0.9157243906772613,
+        "recall": 0.9133142568591146,
+        "support": 29705.0
       },
       "step": 1944
     },
     {
       "epoch": 24.69,
-      "grad_norm": 0.003183299908414483,
+      "grad_norm": 0.002705144230276346,
       "learning_rate": 1.0123456790123458e-05,
-      "loss": 0.0045,
+      "loss": 0.0041,
       "step": 2000
     },
     {
       "epoch": 25.0,
       "eval_Claim": {
-        "f1-score": 0.6596491228070176,
-        "precision": 0.7481386392811297,
-        "recall": 0.5898785425101215,
-        "support": 4940.0
+        "f1-score": 0.6708741775211494,
+        "precision": 0.761817627325404,
+        "recall": 0.5993282149712092,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9256909832351607,
-        "precision": 0.9177897574123989,
-        "recall": 0.9337294332723949,
-        "support": 2188.0
+        "f1-score": 0.9283402681460935,
+        "precision": 0.9236430542778289,
+        "recall": 0.9330855018587361,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9998876614866129,
-        "precision": 0.9999251048532055,
-        "recall": 0.9998502209241369,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9174541242455649,
-        "precision": 0.8901046903649376,
-        "recall": 0.9465375180828983,
-        "support": 15899.0
+        "f1-score": 0.9124055491144605,
+        "precision": 0.881839258114374,
+        "recall": 0.94516690135012,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9169048927982408,
-      "eval_loss": 0.7267045378684998,
+      "eval_accuracy": 0.9166470291196768,
+      "eval_loss": 0.6537314653396606,
       "eval_macro avg": {
-        "f1-score": 0.8756704729435891,
-        "precision": 0.888989547977918,
-        "recall": 0.867498928697388,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9577,
-      "eval_samples_per_second": 16.338,
-      "eval_steps_per_second": 2.219,
+        "f1-score": 0.8779049986954259,
+        "precision": 0.8918249849294018,
+        "recall": 0.8693951545450163,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8009,
+      "eval_samples_per_second": 16.664,
+      "eval_steps_per_second": 2.083,
       "eval_weighted avg": {
-        "f1-score": 0.9131990545133639,
-        "precision": 0.9128010792876335,
-        "recall": 0.9169048927982408,
-        "support": 36380.0
+        "f1-score": 0.9130268986169812,
+        "precision": 0.9130241066053866,
+        "recall": 0.9166470291196768,
+        "support": 29705.0
       },
       "step": 2025
     },
     {
       "epoch": 26.0,
       "eval_Claim": {
-        "f1-score": 0.7098703888334996,
-        "precision": 0.6994106090373281,
-        "recall": 0.7206477732793523,
-        "support": 4940.0
+        "f1-score": 0.7055278711322285,
+        "precision": 0.682358215646716,
+        "recall": 0.7303262955854126,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9220324134910205,
-        "precision": 0.8851976450798991,
-        "recall": 0.9620658135283364,
-        "support": 2188.0
+        "f1-score": 0.9258656751103881,
+        "precision": 0.9260808926080892,
+        "recall": 0.9256505576208178,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9995504607777028,
-        "precision": 1.0,
-        "recall": 0.9991013255448213,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9171909755322529,
-        "precision": 0.9268511977393873,
-        "recall": 0.9077300459148374,
-        "support": 15899.0
+        "f1-score": 0.9045403093950447,
+        "precision": 0.9157894736842105,
+        "recall": 0.8935641514122422,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9191313908741067,
-      "eval_loss": 0.6802815794944763,
+      "eval_accuracy": 0.9135162430567244,
+      "eval_loss": 0.6640132665634155,
       "eval_macro avg": {
-        "f1-score": 0.887161059658619,
-        "precision": 0.8778648629641536,
-        "recall": 0.8973862395668368,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9696,
-      "eval_samples_per_second": 16.299,
-      "eval_steps_per_second": 2.213,
+        "f1-score": 0.8839724141856584,
+        "precision": 0.8810350470139681,
+        "recall": 0.8873852511546182,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8275,
+      "eval_samples_per_second": 16.572,
+      "eval_steps_per_second": 2.071,
       "eval_weighted avg": {
-        "f1-score": 0.9195597378864155,
-        "precision": 0.9203108314716255,
-        "recall": 0.9191313908741067,
-        "support": 36380.0
+        "f1-score": 0.9144964914035518,
+        "precision": 0.9158162439956733,
+        "recall": 0.9135162430567244,
+        "support": 29705.0
       },
       "step": 2106
     },
     {
       "epoch": 27.0,
       "eval_Claim": {
-        "f1-score": 0.698643105080467,
-        "precision": 0.7271731990365666,
-        "recall": 0.6722672064777327,
-        "support": 4940.0
+        "f1-score": 0.6693952997095327,
+        "precision": 0.7442748091603053,
+        "recall": 0.6082053742802304,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9165368350767862,
-        "precision": 0.8932754880694144,
-        "recall": 0.9410420475319927,
-        "support": 2188.0
+        "f1-score": 0.9346269346269347,
+        "precision": 0.9292604501607717,
+        "recall": 0.9400557620817844,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9991755359016639,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9983524301655059,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9206260132186058,
-        "precision": 0.9127155838536193,
-        "recall": 0.9286747594188314,
-        "support": 15899.0
+        "f1-score": 0.9072057227826226,
+        "precision": 0.8811085089773615,
+        "recall": 0.9348960490350369,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9201759208356239,
-      "eval_loss": 0.6692858934402466,
+      "eval_accuracy": 0.9142231947483589,
+      "eval_loss": 0.6806138753890991,
       "eval_macro avg": {
-        "f1-score": 0.8837453723193808,
-        "precision": 0.8832910677399001,
-        "recall": 0.8850841108985157,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9586,
-      "eval_samples_per_second": 16.335,
-      "eval_steps_per_second": 2.218,
+        "f1-score": 0.8778069892797724,
+        "precision": 0.8886609420746096,
+        "recall": 0.8707892963492629,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.796,
+      "eval_samples_per_second": 16.68,
+      "eval_steps_per_second": 2.085,
       "eval_weighted avg": {
-        "f1-score": 0.9190682641369721,
-        "precision": 0.918388879571886,
-        "recall": 0.9201759208356239,
-        "support": 36380.0
+        "f1-score": 0.9111614699094798,
+        "precision": 0.9106725777549173,
+        "recall": 0.9142231947483589,
+        "support": 29705.0
       },
       "step": 2187
     },
     {
       "epoch": 28.0,
       "eval_Claim": {
-        "f1-score": 0.6998441558441558,
-        "precision": 0.7188900747065101,
-        "recall": 0.6817813765182186,
-        "support": 4940.0
+        "f1-score": 0.7062782871068818,
+        "precision": 0.6839739267251068,
+        "recall": 0.7300863723608445,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9112884834663626,
-        "precision": 0.9094219390077378,
-        "recall": 0.9131627056672761,
-        "support": 2188.0
+        "f1-score": 0.9229723606705936,
+        "precision": 0.9005305039787799,
+        "recall": 0.9465613382899628,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9997003745318352,
-        "precision": 0.9999250767962838,
-        "recall": 0.9994757732344791,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9211232449297972,
-        "precision": 0.9139372175097518,
-        "recall": 0.9284231712686333,
-        "support": 15899.0
+        "f1-score": 0.9056619659019154,
+        "precision": 0.9208183530217429,
+        "recall": 0.8909964383334714,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9200934579439253,
-      "eval_loss": 0.6845241189002991,
+      "eval_accuracy": 0.9139538798182124,
+      "eval_loss": 0.6814476251602173,
       "eval_macro avg": {
-        "f1-score": 0.8829890646930376,
-        "precision": 0.8855435770050709,
-        "recall": 0.8807107566721517,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9593,
-      "eval_samples_per_second": 16.333,
-      "eval_steps_per_second": 2.218,
+        "f1-score": 0.8837281534198478,
+        "precision": 0.8763306959314074,
+        "recall": 0.8919110372460697,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7745,
+      "eval_samples_per_second": 16.756,
+      "eval_steps_per_second": 2.094,
       "eval_weighted avg": {
-        "f1-score": 0.9193256433193232,
-        "precision": 0.9187416037176308,
-        "recall": 0.9200934579439253,
-        "support": 36380.0
+        "f1-score": 0.914864882516695,
+        "precision": 0.9162694814739634,
+        "recall": 0.9139538798182124,
+        "support": 29705.0
       },
       "step": 2268
     },
     {
       "epoch": 29.0,
       "eval_Claim": {
-        "f1-score": 0.6987782896054476,
-        "precision": 0.6914387633769322,
-        "recall": 0.7062753036437247,
-        "support": 4940.0
+        "f1-score": 0.6726794438181135,
+        "precision": 0.7038007863695938,
+        "recall": 0.644193857965451,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9134720700985761,
-        "precision": 0.8771560790912916,
-        "recall": 0.9529250457038391,
-        "support": 2188.0
+        "f1-score": 0.9280182232346242,
+        "precision": 0.9101876675603218,
+        "recall": 0.9465613382899628,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9993630811884155,
-        "precision": 0.9999250262408157,
-        "recall": 0.9988017673930952,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9151595913446284,
-        "precision": 0.9233625712273513,
-        "recall": 0.907101075539342,
-        "support": 15899.0
+        "f1-score": 0.9038177945272816,
+        "precision": 0.8940756949509685,
+        "recall": 0.9137745382257931,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.916245189664651,
-      "eval_loss": 0.7010424137115479,
+      "eval_accuracy": 0.9111597374179431,
+      "eval_loss": 0.7108751535415649,
       "eval_macro avg": {
-        "f1-score": 0.8816932580592669,
-        "precision": 0.8729706099840976,
-        "recall": 0.8912757980700003,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9512,
-      "eval_samples_per_second": 16.36,
-      "eval_steps_per_second": 2.222,
+        "f1-score": 0.8761178156712479,
+        "precision": 0.8769939387494352,
+        "recall": 0.8761324336203018,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7653,
+      "eval_samples_per_second": 16.788,
+      "eval_steps_per_second": 2.098,
       "eval_weighted avg": {
-        "f1-score": 0.9165821661881187,
-        "precision": 0.9171925615027781,
-        "recall": 0.916245189664651,
-        "support": 36380.0
+        "f1-score": 0.9097497186891812,
+        "precision": 0.9088483922476083,
+        "recall": 0.9111597374179431,
+        "support": 29705.0
       },
       "step": 2349
     },
     {
       "epoch": 30.0,
       "eval_Claim": {
-        "f1-score": 0.6948434432158727,
-        "precision": 0.7097318978256281,
-        "recall": 0.6805668016194332,
-        "support": 4940.0
+        "f1-score": 0.6894300778307808,
+        "precision": 0.7230121116377041,
+        "recall": 0.6588291746641075,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9181940098345999,
-        "precision": 0.8985126859142607,
-        "recall": 0.9387568555758684,
-        "support": 2188.0
+        "f1-score": 0.934747521328107,
+        "precision": 0.9276887871853547,
+        "recall": 0.9419144981412639,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9995504944560982,
-        "precision": 0.9999250543356066,
-        "recall": 0.9991762150827529,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9180584714693073,
-        "precision": 0.91476208317722,
-        "recall": 0.9213787030630858,
-        "support": 15899.0
+        "f1-score": 0.9087121676265164,
+        "precision": 0.8963738920225625,
+        "recall": 0.9213948480079516,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9182792743265531,
-      "eval_loss": 0.7106152176856995,
+      "eval_accuracy": 0.9159737417943107,
+      "eval_loss": 0.6745549440383911,
       "eval_macro avg": {
-        "f1-score": 0.8826616047439695,
-        "precision": 0.8807329303131789,
-        "recall": 0.8849696438352851,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9623,
-      "eval_samples_per_second": 16.323,
-      "eval_steps_per_second": 2.217,
+        "f1-score": 0.883222441696351,
+        "precision": 0.8867686977114053,
+        "recall": 0.8805346302033308,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7909,
+      "eval_samples_per_second": 16.698,
+      "eval_steps_per_second": 2.087,
       "eval_weighted avg": {
-        "f1-score": 0.917667523182169,
-        "precision": 0.9172023898575309,
-        "recall": 0.9182792743265531,
-        "support": 36380.0
+        "f1-score": 0.9145936115149541,
+        "precision": 0.9137795909684305,
+        "recall": 0.9159737417943107,
+        "support": 29705.0
       },
       "step": 2430
     },
     {
       "epoch": 30.86,
-      "grad_norm": 0.0027945609763264656,
+      "grad_norm": 0.013120048679411411,
       "learning_rate": 7.654320987654322e-06,
-      "loss": 0.0031,
+      "loss": 0.0026,
       "step": 2500
     },
     {
       "epoch": 31.0,
       "eval_Claim": {
-        "f1-score": 0.7131089189464049,
-        "precision": 0.7165338238299611,
-        "recall": 0.7097165991902834,
-        "support": 4940.0
+        "f1-score": 0.6823113802674742,
+        "precision": 0.71953166577967,
+        "recall": 0.6487523992322457,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9162036008001779,
-        "precision": 0.8918217221981826,
-        "recall": 0.9419561243144424,
-        "support": 2188.0
+        "f1-score": 0.9337597076290544,
+        "precision": 0.9182389937106918,
+        "recall": 0.949814126394052,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9994380549207659,
-        "precision": 0.9999250374812594,
-        "recall": 0.9989515464689583,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9217583110130771,
-        "precision": 0.9235918161151806,
-        "recall": 0.9199320711994465,
-        "support": 15899.0
+        "f1-score": 0.9071154317457725,
+        "precision": 0.8948343943911677,
+        "recall": 0.9197382589248737,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9217152281473338,
-      "eval_loss": 0.6842674016952515,
+      "eval_accuracy": 0.914458845312237,
+      "eval_loss": 0.6794646382331848,
       "eval_macro avg": {
-        "f1-score": 0.8876272214201064,
-        "precision": 0.882968099906146,
-        "recall": 0.8926390852932827,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9684,
-      "eval_samples_per_second": 16.303,
-      "eval_steps_per_second": 2.214,
+        "f1-score": 0.8807966299105753,
+        "precision": 0.8831512634703823,
+        "recall": 0.8795761961377929,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7931,
+      "eval_samples_per_second": 16.691,
+      "eval_steps_per_second": 2.086,
       "eval_weighted avg": {
-        "f1-score": 0.9216037183150064,
-        "precision": 0.9215824169266671,
-        "recall": 0.9217152281473338,
-        "support": 36380.0
+        "f1-score": 0.9128742410785817,
+        "precision": 0.9119809439797892,
+        "recall": 0.914458845312237,
+        "support": 29705.0
       },
       "step": 2511
     },
     {
       "epoch": 32.0,
       "eval_Claim": {
-        "f1-score": 0.6948140387637506,
-        "precision": 0.720086862106406,
-        "recall": 0.671255060728745,
-        "support": 4940.0
+        "f1-score": 0.6683053040103493,
+        "precision": 0.7251544076361595,
+        "recall": 0.619721689059501,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9145506734378449,
-        "precision": 0.8846646732165742,
-        "recall": 0.946526508226691,
-        "support": 2188.0
+        "f1-score": 0.9353594919482876,
+        "precision": 0.9136021267168808,
+        "recall": 0.95817843866171,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9991005172026085,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9982026510896428,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9190726159230096,
-        "precision": 0.9131946600434647,
-        "recall": 0.9250267312409586,
-        "support": 15899.0
+        "f1-score": 0.904937720615085,
+        "precision": 0.886909495784953,
+        "recall": 0.9237140727242608,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.918719076415613,
-      "eval_loss": 0.7216777205467224,
+      "eval_accuracy": 0.9126073051674802,
+      "eval_loss": 0.7192577123641968,
       "eval_macro avg": {
-        "f1-score": 0.8818844613318033,
-        "precision": 0.8794865488416111,
-        "recall": 0.8852527378215094,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9621,
-      "eval_samples_per_second": 16.324,
-      "eval_steps_per_second": 2.217,
+        "f1-score": 0.8771506291434306,
+        "precision": 0.8814165075344984,
+        "recall": 0.875403550111368,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7949,
+      "eval_samples_per_second": 16.684,
+      "eval_steps_per_second": 2.086,
       "eval_weighted avg": {
-        "f1-score": 0.9177224560676552,
-        "precision": 0.9171181227002353,
-        "recall": 0.918719076415613,
-        "support": 36380.0
+        "f1-score": 0.9101398160166225,
+        "precision": 0.9092130513494017,
+        "recall": 0.9126073051674802,
+        "support": 29705.0
       },
       "step": 2592
     },
     {
       "epoch": 33.0,
       "eval_Claim": {
-        "f1-score": 0.7047761512982157,
-        "precision": 0.7463226974428604,
-        "recall": 0.6676113360323886,
-        "support": 4940.0
+        "f1-score": 0.7084387215451827,
+        "precision": 0.6801324503311258,
+        "recall": 0.7392034548944337,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.921081556386019,
-        "precision": 0.8873358746293943,
-        "recall": 0.9574954296160878,
-        "support": 2188.0
+        "f1-score": 0.937269372693727,
+        "precision": 0.9304029304029304,
+        "recall": 0.9442379182156134,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9991380279578758,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9982775406275743,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9233112623954739,
-        "precision": 0.9127842655193608,
-        "recall": 0.9340839046480911,
-        "support": 15899.0
+        "f1-score": 0.9026608285618052,
+        "precision": 0.9178868053771727,
+        "recall": 0.8879317485297772,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.922869708631116,
-      "eval_loss": 0.7047613263130188,
+      "eval_accuracy": 0.9138192223531392,
+      "eval_loss": 0.699444055557251,
       "eval_macro avg": {
-        "f1-score": 0.8870767495093961,
-        "precision": 0.8866107093979039,
-        "recall": 0.8893670527310353,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9399,
-      "eval_samples_per_second": 16.397,
-      "eval_steps_per_second": 2.227,
+        "f1-score": 0.8870922307001787,
+        "precision": 0.8821055465278073,
+        "recall": 0.8928432804099561,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7863,
+      "eval_samples_per_second": 16.715,
+      "eval_steps_per_second": 2.089,
       "eval_weighted avg": {
-        "f1-score": 0.9213341528568705,
-        "precision": 0.9206619586736987,
-        "recall": 0.922869708631116,
-        "support": 36380.0
+        "f1-score": 0.9149840250686382,
+        "precision": 0.9167031328236271,
+        "recall": 0.9138192223531392,
+        "support": 29705.0
       },
       "step": 2673
     },
     {
       "epoch": 34.0,
       "eval_Claim": {
-        "f1-score": 0.704132582598534,
-        "precision": 0.7408897831433042,
-        "recall": 0.6708502024291498,
-        "support": 4940.0
+        "f1-score": 0.6974015088013411,
+        "precision": 0.6961510877360746,
+        "recall": 0.6986564299424184,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9225707391971923,
-        "precision": 0.8869675242513707,
-        "recall": 0.9611517367458866,
-        "support": 2188.0
+        "f1-score": 0.9402335699564919,
+        "precision": 0.92686230248307,
+        "recall": 0.953996282527881,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9989880439263896,
-        "precision": 0.9999249699879952,
-        "recall": 0.9980528720137797,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9222287974584982,
-        "precision": 0.9134378084896347,
-        "recall": 0.9311906409208126,
-        "support": 15899.0
+        "f1-score": 0.9036895462855244,
+        "precision": 0.9066277615673197,
+        "recall": 0.9007703139236313,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9221825178669598,
-      "eval_loss": 0.7385492324829102,
+      "eval_accuracy": 0.9140548729170174,
+      "eval_loss": 0.7247604131698608,
       "eval_macro avg": {
-        "f1-score": 0.8869800407951536,
-        "precision": 0.8853050214680762,
-        "recall": 0.8903113630274071,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9565,
-      "eval_samples_per_second": 16.342,
-      "eval_steps_per_second": 2.219,
+        "f1-score": 0.8853311562608394,
+        "precision": 0.882410287946616,
+        "recall": 0.8883557565984826,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8212,
+      "eval_samples_per_second": 16.593,
+      "eval_steps_per_second": 2.074,
       "eval_weighted avg": {
-        "f1-score": 0.9208082115651994,
-        "precision": 0.9201601515452535,
-        "recall": 0.9221825178669598,
-        "support": 36380.0
+        "f1-score": 0.9140682047983671,
+        "precision": 0.9141182418458097,
+        "recall": 0.9140548729170174,
+        "support": 29705.0
       },
       "step": 2754
     },
     {
       "epoch": 35.0,
       "eval_Claim": {
-        "f1-score": 0.7115286429081996,
-        "precision": 0.7179064496187925,
-        "recall": 0.7052631578947368,
-        "support": 4940.0
+        "f1-score": 0.6959401447320005,
+        "precision": 0.7119196988707653,
+        "recall": 0.680662188099808,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9221824686940967,
-        "precision": 0.9028021015761821,
-        "recall": 0.9424131627056673,
-        "support": 2188.0
+        "f1-score": 0.9385984934946359,
+        "precision": 0.9223867205024675,
+        "recall": 0.9553903345724907,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9993630811884155,
-        "precision": 0.9999250262408157,
-        "recall": 0.9988017673930952,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9208904540309396,
-        "precision": 0.9207167557371896,
-        "recall": 0.9210642178753381,
-        "support": 15899.0
+        "f1-score": 0.9068492020947589,
+        "precision": 0.9029397273772376,
+        "recall": 0.9107926778762528,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9215777899945025,
-      "eval_loss": 0.7338384389877319,
+      "eval_accuracy": 0.9157044268641643,
+      "eval_loss": 0.7355715036392212,
       "eval_macro avg": {
-        "f1-score": 0.8884911617054129,
-        "precision": 0.8853375832932451,
-        "recall": 0.8918855764672093,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9467,
-      "eval_samples_per_second": 16.375,
-      "eval_steps_per_second": 2.224,
+        "f1-score": 0.885335910356592,
+        "precision": 0.8842894382168318,
+        "recall": 0.8867113001371378,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8984,
+      "eval_samples_per_second": 16.332,
+      "eval_steps_per_second": 2.041,
       "eval_weighted avg": {
-        "f1-score": 0.9213419265864765,
-        "precision": 0.9211727167186562,
-        "recall": 0.9215777899945025,
-        "support": 36380.0
+        "f1-score": 0.9150120491578154,
+        "precision": 0.914473958742095,
+        "recall": 0.9157044268641643,
+        "support": 29705.0
       },
       "step": 2835
     },
     {
       "epoch": 36.0,
       "eval_Claim": {
-        "f1-score": 0.7146180690189995,
-        "precision": 0.6856398809523809,
-        "recall": 0.7461538461538462,
-        "support": 4940.0
+        "f1-score": 0.6910893483254744,
+        "precision": 0.6965634901291737,
+        "recall": 0.685700575815739,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9238578680203046,
-        "precision": 0.893299189073837,
-        "recall": 0.956581352833638,
-        "support": 2188.0
+        "f1-score": 0.9263347600810993,
+        "precision": 0.8989943156974202,
+        "recall": 0.9553903345724907,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9992505433560669,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.998502209241369,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9148493291062222,
-        "precision": 0.9318893528183716,
-        "recall": 0.8984212843575068,
-        "support": 15899.0
+        "f1-score": 0.9052998837016115,
+        "precision": 0.9079396817462301,
+        "recall": 0.9026753913691709,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9179769103903244,
-      "eval_loss": 0.7659569978713989,
+      "eval_accuracy": 0.9131122706615048,
+      "eval_loss": 0.7339844703674316,
       "eval_macro avg": {
-        "f1-score": 0.8881439523753982,
-        "precision": 0.8777071057111474,
-        "recall": 0.89991467314659,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9595,
-      "eval_samples_per_second": 16.332,
-      "eval_steps_per_second": 2.218,
+        "f1-score": 0.8806809980270462,
+        "precision": 0.8758743718932059,
+        "recall": 0.8859415754393501,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.803,
+      "eval_samples_per_second": 16.656,
+      "eval_steps_per_second": 2.082,
       "eval_weighted avg": {
-        "f1-score": 0.9191807659449058,
-        "precision": 0.9211299741082354,
-        "recall": 0.9179769103903244,
-        "support": 36380.0
+        "f1-score": 0.912830106158716,
+        "precision": 0.9126903946124048,
+        "recall": 0.9131122706615048,
+        "support": 29705.0
       },
       "step": 2916
     },
     {
       "epoch": 37.0,
       "eval_Claim": {
-        "f1-score": 0.7063829787234043,
-        "precision": 0.7443946188340808,
-        "recall": 0.6720647773279352,
-        "support": 4940.0
+        "f1-score": 0.6958525345622121,
+        "precision": 0.6693262411347518,
+        "recall": 0.7245681381957774,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9240397065170479,
-        "precision": 0.875306623058054,
-        "recall": 0.9785191956124314,
-        "support": 2188.0
+        "f1-score": 0.9284262813276133,
+        "precision": 0.9029424681598595,
+        "recall": 0.9553903345724907,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9987627938364638,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9975286452482588,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9224097588369263,
-        "precision": 0.9151293797201931,
-        "recall": 0.9298069060947229,
-        "support": 15899.0
+        "f1-score": 0.8996916839126579,
+        "precision": 0.917873147190624,
+        "recall": 0.8822165161931583,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9225948323254536,
-      "eval_loss": 0.760911226272583,
+      "eval_accuracy": 0.9102507995286989,
+      "eval_loss": 0.7738711833953857,
       "eval_macro avg": {
-        "f1-score": 0.8878988094784606,
-        "precision": 0.883707655403082,
-        "recall": 0.8944798810708371,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9543,
-      "eval_samples_per_second": 16.349,
-      "eval_steps_per_second": 2.22,
+        "f1-score": 0.8809926249506208,
+        "precision": 0.8725354641213088,
+        "recall": 0.8905437472403566,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8009,
+      "eval_samples_per_second": 16.663,
+      "eval_steps_per_second": 2.083,
       "eval_weighted avg": {
-        "f1-score": 0.9211985468554017,
-        "precision": 0.9207015480061224,
-        "recall": 0.9225948323254536,
-        "support": 36380.0
+        "f1-score": 0.9113706251927232,
+        "precision": 0.9131919363932695,
+        "recall": 0.9102507995286989,
+        "support": 29705.0
       },
       "step": 2997
     },
     {
       "epoch": 37.04,
-      "grad_norm": 0.003850826993584633,
+      "grad_norm": 29.786388397216797,
       "learning_rate": 5.185185185185185e-06,
-      "loss": 0.0007,
+      "loss": 0.0015,
       "step": 3000
     },
     {
       "epoch": 38.0,
       "eval_Claim": {
-        "f1-score": 0.7178156146179401,
-        "precision": 0.7367860187553282,
-        "recall": 0.6997975708502024,
-        "support": 4940.0
+        "f1-score": 0.6688368598973332,
+        "precision": 0.6993977481015973,
+        "recall": 0.6408349328214972,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9259421560035057,
-        "precision": 0.8893097643097643,
-        "recall": 0.9657221206581352,
-        "support": 2188.0
+        "f1-score": 0.9244361776331085,
+        "precision": 0.9250814332247557,
+        "recall": 0.9237918215613383,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9997003745318352,
-        "precision": 0.9999250767962838,
-        "recall": 0.9994757732344791,
-        "support": 13353.0
+        "f1-score": 1.0,
+        "precision": 1.0,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9237383881496359,
-        "precision": 0.9218290009395553,
-        "recall": 0.9256557016164538,
-        "support": 15899.0
+        "f1-score": 0.9031757694505674,
+        "precision": 0.8903822937625755,
+        "recall": 0.9163422513045639,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9244914788345244,
-      "eval_loss": 0.7453881502151489,
+      "eval_accuracy": 0.9100824776973574,
+      "eval_loss": 0.757270336151123,
       "eval_macro avg": {
-        "f1-score": 0.8917991333257291,
-        "precision": 0.8869624652002329,
-        "recall": 0.8976627915898177,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9642,
-      "eval_samples_per_second": 16.317,
-      "eval_steps_per_second": 2.216,
+        "f1-score": 0.8741122017452523,
+        "precision": 0.8787153687722321,
+        "recall": 0.8702422514218499,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7997,
+      "eval_samples_per_second": 16.668,
+      "eval_steps_per_second": 2.083,
       "eval_weighted avg": {
-        "f1-score": 0.9237901678906805,
-        "precision": 0.9234109822253945,
-        "recall": 0.9244914788345244,
-        "support": 36380.0
+        "f1-score": 0.9087069433056804,
+        "precision": 0.9078421306508232,
+        "recall": 0.9100824776973574,
+        "support": 29705.0
       },
       "step": 3078
     },
     {
       "epoch": 39.0,
       "eval_Claim": {
-        "f1-score": 0.704778156996587,
-        "precision": 0.7448151487826871,
-        "recall": 0.668825910931174,
-        "support": 4940.0
+        "f1-score": 0.6469723299024195,
+        "precision": 0.7304557802595835,
+        "recall": 0.5806142034548945,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9222684475585724,
-        "precision": 0.8852459016393442,
-        "recall": 0.9625228519195612,
-        "support": 2188.0
+        "f1-score": 0.9280862028578122,
+        "precision": 0.9357581483230987,
+        "recall": 0.9205390334572491,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9992880428673137,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9985770987793006,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9231870525988172,
-        "precision": 0.9137453021994948,
-        "recall": 0.9328259638971005,
-        "support": 15899.0
+        "f1-score": 0.9053363157053842,
+        "precision": 0.8742575021214225,
+        "recall": 0.9387062039261161,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9228971962616822,
-      "eval_loss": 0.7312874794006348,
+      "eval_accuracy": 0.910486450092577,
+      "eval_loss": 0.7571966052055359,
       "eval_macro avg": {
-        "f1-score": 0.8873804250053225,
-        "precision": 0.8859515881553816,
-        "recall": 0.8906879563817841,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.966,
-      "eval_samples_per_second": 16.311,
-      "eval_steps_per_second": 2.215,
+        "f1-score": 0.870098712116404,
+        "precision": 0.8851178576760261,
+        "recall": 0.859964860209565,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8778,
+      "eval_samples_per_second": 16.401,
+      "eval_steps_per_second": 2.05,
       "eval_weighted avg": {
-        "f1-score": 0.9214065872594044,
-        "precision": 0.9207515510567105,
-        "recall": 0.9228971962616822,
-        "support": 36380.0
+        "f1-score": 0.9067816030666352,
+        "precision": 0.9064198636736301,
+        "recall": 0.910486450092577,
+        "support": 29705.0
       },
       "step": 3159
     },
     {
       "epoch": 40.0,
       "eval_Claim": {
-        "f1-score": 0.7213450891941768,
-        "precision": 0.7307852098047362,
-        "recall": 0.7121457489878542,
-        "support": 4940.0
+        "f1-score": 0.6899975179945396,
+        "precision": 0.7146529562982005,
+        "recall": 0.6669865642994242,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9265486725663717,
-        "precision": 0.8979416809605489,
-        "recall": 0.9570383912248629,
-        "support": 2188.0
+        "f1-score": 0.9303297724105899,
+        "precision": 0.9298978644382544,
+        "recall": 0.9307620817843866,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9992880428673137,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9985770987793006,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9231736847070662,
-        "precision": 0.9231446540880504,
-        "recall": 0.9232027171520222,
-        "support": 15899.0
+        "f1-score": 0.9086069936942102,
+        "precision": 0.8984533160579804,
+        "recall": 0.9189927938374887,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9242440901594282,
-      "eval_loss": 0.7378404140472412,
+      "eval_accuracy": 0.9153341188352129,
+      "eval_loss": 0.7418585419654846,
       "eval_macro avg": {
-        "f1-score": 0.8925888723337321,
-        "precision": 0.8879678862133338,
-        "recall": 0.89774098903601,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9789,
-      "eval_samples_per_second": 16.269,
-      "eval_steps_per_second": 2.209,
+        "f1-score": 0.8822335710248349,
+        "precision": 0.8857510341986088,
+        "recall": 0.8791853599803248,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7965,
+      "eval_samples_per_second": 16.679,
+      "eval_steps_per_second": 2.085,
       "eval_weighted avg": {
-        "f1-score": 0.9239077758592451,
-        "precision": 0.9237177622243814,
-        "recall": 0.9242440901594282,
-        "support": 36380.0
+        "f1-score": 0.9143104379767389,
+        "precision": 0.913611870422152,
+        "recall": 0.9153341188352129,
+        "support": 29705.0
       },
       "step": 3240
     },
     {
       "epoch": 41.0,
       "eval_Claim": {
-        "f1-score": 0.7108195355618034,
-        "precision": 0.731932232468368,
-        "recall": 0.6908906882591093,
-        "support": 4940.0
+        "f1-score": 0.7027151935297515,
+        "precision": 0.6777356808558057,
+        "recall": 0.7296065259117083,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9284467713787086,
-        "precision": 0.8881469115191987,
-        "recall": 0.9725776965265083,
-        "support": 2188.0
+        "f1-score": 0.9321642824180896,
+        "precision": 0.925756186984418,
+        "recall": 0.9386617100371747,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.999213041034289,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9984273197034375,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9213497240341193,
-        "precision": 0.9187566451935706,
-        "recall": 0.9239574816026165,
-        "support": 15899.0
+        "f1-score": 0.902130520653864,
+        "precision": 0.9155578300921188,
+        "recall": 0.8890913608879317,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9225673446948873,
-      "eval_loss": 0.7535675168037415,
+      "eval_accuracy": 0.9125399764349437,
+      "eval_loss": 0.7465766668319702,
       "eval_macro avg": {
-        "f1-score": 0.8899572680022301,
-        "precision": 0.8847089472952844,
-        "recall": 0.8964632965229179,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9535,
-      "eval_samples_per_second": 16.352,
-      "eval_steps_per_second": 2.221,
+        "f1-score": 0.8842524991504263,
+        "precision": 0.8797624244830856,
+        "recall": 0.8893398992092036,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7973,
+      "eval_samples_per_second": 16.676,
+      "eval_steps_per_second": 2.085,
       "eval_weighted avg": {
-        "f1-score": 0.921768033007181,
-        "precision": 0.9213667557100144,
-        "recall": 0.9225673446948873,
-        "support": 36380.0
+        "f1-score": 0.9135955643241823,
+        "precision": 0.9150836328867065,
+        "recall": 0.9125399764349437,
+        "support": 29705.0
       },
       "step": 3321
     },
     {
       "epoch": 42.0,
       "eval_Claim": {
-        "f1-score": 0.7140475197999167,
-        "precision": 0.7358247422680413,
-        "recall": 0.6935222672064777,
-        "support": 4940.0
+        "f1-score": 0.6649142571035175,
+        "precision": 0.6951059931954986,
+        "recall": 0.6372360844529751,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9298360655737705,
-        "precision": 0.8910766652702137,
-        "recall": 0.9721206581352834,
-        "support": 2188.0
+        "f1-score": 0.9264330471106985,
+        "precision": 0.9253592953175707,
+        "recall": 0.9275092936802974,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9992880428673137,
+        "f1-score": 1.0,
         "precision": 1.0,
-        "recall": 0.9985770987793006,
-        "support": 13353.0
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9222619271519027,
-        "precision": 0.919265137786665,
-        "recall": 0.9252783193911567,
-        "support": 15899.0
+        "f1-score": 0.9014211042143091,
+        "precision": 0.8890052356020942,
+        "recall": 0.9141886854965626,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9235294117647059,
-      "eval_loss": 0.7416272759437561,
+      "eval_accuracy": 0.9089715536105033,
+      "eval_loss": 0.7535542845726013,
       "eval_macro avg": {
-        "f1-score": 0.8913583888482258,
-        "precision": 0.88654163633123,
-        "recall": 0.8973745858780546,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9829,
-      "eval_samples_per_second": 16.256,
-      "eval_steps_per_second": 2.208,
+        "f1-score": 0.8731921021071313,
+        "precision": 0.8773676310287909,
+        "recall": 0.8697335159074588,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7844,
+      "eval_samples_per_second": 16.721,
+      "eval_steps_per_second": 2.09,
       "eval_weighted avg": {
-        "f1-score": 0.9227160988312902,
-        "precision": 0.9222937437076839,
-        "recall": 0.9235294117647059,
-        "support": 36380.0
+        "f1-score": 0.9075880670651082,
+        "precision": 0.9067003936235091,
+        "recall": 0.9089715536105033,
+        "support": 29705.0
       },
       "step": 3402
     },
     {
       "epoch": 43.0,
       "eval_Claim": {
-        "f1-score": 0.7126268438121143,
-        "precision": 0.7373890452478892,
-        "recall": 0.6894736842105263,
-        "support": 4940.0
+        "f1-score": 0.6895224347407675,
+        "precision": 0.6914354644149577,
+        "recall": 0.6876199616122841,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9299279633267845,
-        "precision": 0.8900961136648559,
-        "recall": 0.973491773308958,
-        "support": 2188.0
+        "f1-score": 0.9361702127659575,
+        "precision": 0.9220369535826949,
+        "recall": 0.9507434944237918,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9991380279578758,
-        "precision": 1.0,
-        "recall": 0.9982775406275743,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9221279393806557,
-        "precision": 0.9181319366504551,
-        "recall": 0.9261588779168501,
-        "support": 15899.0
+        "f1-score": 0.9023691962989088,
+        "precision": 0.9040571998669771,
+        "recall": 0.9006874844694773,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9233369983507421,
-      "eval_loss": 0.7578195333480835,
+      "eval_accuracy": 0.9122369971385289,
+      "eval_loss": 0.756969690322876,
       "eval_macro avg": {
-        "f1-score": 0.8909551936193576,
-        "precision": 0.8864042738908001,
-        "recall": 0.8968504690159773,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9557,
-      "eval_samples_per_second": 16.345,
-      "eval_steps_per_second": 2.22,
+        "f1-score": 0.8820044112276516,
+        "precision": 0.8793603059953716,
+        "recall": 0.8847627351263884,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8137,
+      "eval_samples_per_second": 16.619,
+      "eval_steps_per_second": 2.077,
       "eval_weighted avg": {
-        "f1-score": 0.9224150958693075,
-        "precision": 0.9219519472520303,
-        "recall": 0.9233369983507421,
-        "support": 36380.0
+        "f1-score": 0.9121148336942613,
+        "precision": 0.9120285878532032,
+        "recall": 0.9122369971385289,
+        "support": 29705.0
       },
       "step": 3483
     },
     {
       "epoch": 43.21,
-      "grad_norm": 0.03563033416867256,
+      "grad_norm": 0.007461093831807375,
       "learning_rate": 2.7160493827160496e-06,
-      "loss": 0.0003,
+      "loss": 0.0013,
       "step": 3500
     },
     {
       "epoch": 44.0,
       "eval_Claim": {
-        "f1-score": 0.7031551835157759,
-        "precision": 0.7482868889904066,
-        "recall": 0.6631578947368421,
-        "support": 4940.0
+        "f1-score": 0.6884735202492213,
+        "precision": 0.6876495931067497,
+        "recall": 0.689299424184261,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.924901185770751,
-        "precision": 0.8901098901098901,
-        "recall": 0.9625228519195612,
-        "support": 2188.0
+        "f1-score": 0.9315510486287162,
+        "precision": 0.9240969364426155,
+        "recall": 0.9391263940520446,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9992505433560669,
-        "precision": 1.0,
-        "recall": 0.998502209241369,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9228619340413639,
-        "precision": 0.9114273446604919,
-        "recall": 0.9345870809484873,
-        "support": 15899.0
+        "f1-score": 0.9021576763485477,
+        "precision": 0.9038829300740001,
+        "recall": 0.9004389961070156,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.922869708631116,
-      "eval_loss": 0.7405058741569519,
+      "eval_accuracy": 0.9115300454468944,
+      "eval_loss": 0.7517338991165161,
       "eval_macro avg": {
-        "f1-score": 0.8875422116709895,
-        "precision": 0.8874560309401971,
-        "recall": 0.8896925092115648,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9702,
-      "eval_samples_per_second": 16.297,
-      "eval_steps_per_second": 2.213,
+        "f1-score": 0.8805345115828644,
+        "precision": 0.8788852664350555,
+        "recall": 0.8822162035858303,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7861,
+      "eval_samples_per_second": 16.715,
+      "eval_steps_per_second": 2.089,
       "eval_weighted avg": {
-        "f1-score": 0.9211886969706305,
-        "precision": 0.9205025020321663,
-        "recall": 0.922869708631116,
-        "support": 36380.0
+        "f1-score": 0.9115470505875514,
+        "precision": 0.9115757890749278,
+        "recall": 0.9115300454468944,
+        "support": 29705.0
       },
       "step": 3564
     },
     {
       "epoch": 45.0,
       "eval_Claim": {
-        "f1-score": 0.7141807494489346,
-        "precision": 0.7416612164813604,
-        "recall": 0.6886639676113361,
-        "support": 4940.0
+        "f1-score": 0.6683679979584024,
+        "precision": 0.713818479149632,
+        "recall": 0.628358925143954,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9250714128762909,
-        "precision": 0.8908167583580194,
-        "recall": 0.9620658135283364,
-        "support": 2188.0
+        "f1-score": 0.9285714285714285,
+        "precision": 0.9268518518518518,
+        "recall": 0.9302973977695167,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9991005172026085,
-        "precision": 1.0,
-        "recall": 0.9982026510896428,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9235625000000001,
-        "precision": 0.9177690826656729,
-        "recall": 0.9294295238694258,
-        "support": 15899.0
+        "f1-score": 0.9047735021919143,
+        "precision": 0.8871288704927167,
+        "recall": 0.9231342665451835,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9239417262231996,
-      "eval_loss": 0.7358143329620361,
+      "eval_accuracy": 0.9115637098131628,
+      "eval_loss": 0.7444580793380737,
       "eval_macro avg": {
-        "f1-score": 0.8904787948819586,
-        "precision": 0.8875617643762631,
-        "recall": 0.8945904890246853,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9567,
-      "eval_samples_per_second": 16.341,
-      "eval_steps_per_second": 2.219,
+        "f1-score": 0.8754171824566794,
+        "precision": 0.8819277019027643,
+        "recall": 0.8704476473646635,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.7766,
+      "eval_samples_per_second": 16.748,
+      "eval_steps_per_second": 2.094,
       "eval_weighted avg": {
-        "f1-score": 0.9229471838196122,
-        "precision": 0.9224168257835843,
-        "recall": 0.9239417262231996,
-        "support": 36380.0
+        "f1-score": 0.9095732719689872,
+        "precision": 0.9086378572002458,
+        "recall": 0.9115637098131628,
+        "support": 29705.0
       },
       "step": 3645
     },
     {
       "epoch": 46.0,
       "eval_Claim": {
-        "f1-score": 0.7153789705419855,
-        "precision": 0.7419004131332898,
-        "recall": 0.6906882591093118,
-        "support": 4940.0
+        "f1-score": 0.693688194359663,
+        "precision": 0.7061894108873975,
+        "recall": 0.6816218809980806,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9296449575255936,
-        "precision": 0.8880565959217644,
-        "recall": 0.9753199268738574,
-        "support": 2188.0
+        "f1-score": 0.9338862013360976,
+        "precision": 0.9259936043855642,
+        "recall": 0.9419144981412639,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.9989879680647701,
-        "precision": 1.0,
-        "recall": 0.9979779824758481,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9230384025539106,
-        "precision": 0.9186394218788936,
-        "recall": 0.9274797157053902,
-        "support": 15899.0
+        "f1-score": 0.9061971714839401,
+        "precision": 0.9022167487684729,
+        "recall": 0.9102128716971755,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9240791643760308,
-      "eval_loss": 0.7376746535301208,
+      "eval_accuracy": 0.9146271671435785,
+      "eval_loss": 0.7456544637680054,
       "eval_macro avg": {
-        "f1-score": 0.891762574671565,
-        "precision": 0.887149107733487,
-        "recall": 0.8978664710411017,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9655,
-      "eval_samples_per_second": 16.313,
-      "eval_steps_per_second": 2.215,
+        "f1-score": 0.8834318420711683,
+        "precision": 0.8835778425395728,
+        "recall": 0.88343731270913,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8002,
+      "eval_samples_per_second": 16.666,
+      "eval_steps_per_second": 2.083,
       "eval_weighted avg": {
-        "f1-score": 0.9231146009158029,
-        "precision": 0.9226636624850962,
-        "recall": 0.9240791643760308,
-        "support": 36380.0
+        "f1-score": 0.9140896809557788,
+        "precision": 0.9136373875607494,
+        "recall": 0.9146271671435785,
+        "support": 29705.0
       },
       "step": 3726
     },
     {
       "epoch": 47.0,
       "eval_Claim": {
-        "f1-score": 0.7173056994818653,
-        "precision": 0.7348195329087048,
-        "recall": 0.7006072874493927,
-        "support": 4940.0
+        "f1-score": 0.6868585732165207,
+        "precision": 0.717948717948718,
+        "recall": 0.6583493282149712,
+        "support": 4168.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9317934190455436,
-        "precision": 0.8904623073719283,
-        "recall": 0.9771480804387569,
-        "support": 2188.0
+        "f1-score": 0.9339796860572483,
+        "precision": 0.9279816513761467,
+        "recall": 0.9400557620817844,
+        "support": 2152.0
       },
       "eval_O": {
-        "f1-score": 0.999213041034289,
-        "precision": 1.0,
-        "recall": 0.9984273197034375,
-        "support": 13353.0
+        "f1-score": 0.9999558011049724,
+        "precision": 0.9999116061168567,
+        "recall": 1.0,
+        "support": 11312.0
       },
       "eval_Premise": {
-        "f1-score": 0.9222892323156174,
-        "precision": 0.9211896843822551,
-        "recall": 0.9233914082646707,
-        "support": 15899.0
+        "f1-score": 0.9071659240485632,
+        "precision": 0.8955609362389023,
+        "recall": 0.9190756232916425,
+        "support": 12073.0
       },
-      "eval_accuracy": 0.9239142385926333,
-      "eval_loss": 0.7394932508468628,
+      "eval_accuracy": 0.9148291533411883,
+      "eval_loss": 0.7466372847557068,
       "eval_macro avg": {
-        "f1-score": 0.8926503479693289,
-        "precision": 0.8866178811657222,
-        "recall": 0.8998935239640644,
-        "support": 36380.0
-      },
-      "eval_runtime": 4.9785,
-      "eval_samples_per_second": 16.27,
-      "eval_steps_per_second": 2.21,
+        "f1-score": 0.8819899961068263,
+        "precision": 0.885350727920156,
+        "recall": 0.8793701783970995,
+        "support": 29705.0
+      },
+      "eval_runtime": 4.8142,
+      "eval_samples_per_second": 16.618,
+      "eval_steps_per_second": 2.077,
       "eval_weighted avg": {
-        "f1-score": 0.9232606486484036,
-        "precision": 0.9229613747414034,
-        "recall": 0.9239142385926333,
-        "support": 36380.0
+        "f1-score": 0.913531898357159,
+        "precision": 0.9127262764442979,
+        "recall": 0.9148291533411883,
+        "support": 29705.0
       },
       "step": 3807
     }
@@ -2178,7 +2178,7 @@
   "num_input_tokens_seen": 0,
   "num_train_epochs": 50,
   "save_steps": 500,
-  "total_flos": 6737082641767800.0,
+  "total_flos": 6758070438159600.0,
   "train_batch_size": 4,
   "trial_name": null,
   "trial_params": null