diff --git "a/checkpoint-3564/trainer_state.json" "b/checkpoint-3564/trainer_state.json"
--- "a/checkpoint-3564/trainer_state.json"
+++ "b/checkpoint-3564/trainer_state.json"
@@ -11,2029 +11,2029 @@
     {
       "epoch": 1.0,
       "eval_Claim": {
-        "f1-score": 0.46243291592128805,
-        "precision": 0.6588785046728972,
-        "recall": 0.3562241616903996,
-        "support": 4354.0
+        "f1-score": 0.5724454649827784,
+        "precision": 0.6002889477486154,
+        "recall": 0.5470704410796576,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8342621259029929,
-        "precision": 0.8096955128205128,
-        "recall": 0.8603661132396765,
-        "support": 2349.0
+        "f1-score": 0.7860447185813415,
+        "precision": 0.698526892771497,
+        "recall": 0.8986337593653592,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9993622448979592,
-        "precision": 0.9987253027405991,
+        "f1-score": 0.9987820830889982,
+        "precision": 0.9975671292124707,
         "recall": 1.0,
-        "support": 12536.0
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.8941052999825083,
-        "precision": 0.8401157057392676,
-        "recall": 0.955510692388216,
-        "support": 13374.0
+        "f1-score": 0.8965445389824622,
+        "precision": 0.9051258677512096,
+        "recall": 0.8881243979633962,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.8857510808573268,
-      "eval_loss": 0.2754688858985901,
+      "eval_accuracy": 0.8791279948197712,
+      "eval_loss": 0.3157936632633209,
       "eval_macro avg": {
-        "f1-score": 0.7975406466761871,
-        "precision": 0.8268537564933192,
-        "recall": 0.793025241829573,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8781,
-      "eval_samples_per_second": 16.605,
-      "eval_steps_per_second": 2.255,
+        "f1-score": 0.8134542014088951,
+        "precision": 0.8003772093709481,
+        "recall": 0.8334571496021033,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8184,
+      "eval_samples_per_second": 16.603,
+      "eval_steps_per_second": 2.075,
       "eval_weighted avg": {
-        "f1-score": 0.8726239240080429,
-        "precision": 0.8746959682542021,
-        "recall": 0.8857510808573268,
-        "support": 32613.0
+        "f1-score": 0.8781740995293698,
+        "precision": 0.8793943851252293,
+        "recall": 0.8791279948197712,
+        "support": 32431.0
       },
       "step": 81
     },
     {
       "epoch": 2.0,
       "eval_Claim": {
-        "f1-score": 0.6446312571646924,
-        "precision": 0.5518482172064115,
-        "recall": 0.77491961414791,
-        "support": 4354.0
+        "f1-score": 0.6090644692195831,
+        "precision": 0.680108254397835,
+        "recall": 0.5514592933947773,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8912341158733577,
-        "precision": 0.9019180470793374,
-        "recall": 0.8808003405704555,
-        "support": 2349.0
+        "f1-score": 0.8585858585858586,
+        "precision": 0.8960229995208433,
+        "recall": 0.8241516086381666,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9998005504806733,
-        "precision": 0.9999202106439001,
-        "recall": 0.9996809189534142,
-        "support": 12536.0
+        "f1-score": 0.999458141425088,
+        "precision": 0.9992776523702032,
+        "recall": 0.9996386956914461,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.8690409646250897,
-        "precision": 0.9324023303632625,
-        "recall": 0.8137430835950351,
-        "support": 13374.0
+        "f1-score": 0.9105885478942475,
+        "precision": 0.8801849235905997,
+        "recall": 0.9431677445988716,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.8848618649004998,
-      "eval_loss": 0.25178349018096924,
+      "eval_accuracy": 0.8990780426135487,
+      "eval_loss": 0.24451124668121338,
       "eval_macro avg": {
-        "f1-score": 0.8511767220359533,
-        "precision": 0.8465222013232279,
-        "recall": 0.8672859893167036,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.907,
-      "eval_samples_per_second": 16.507,
-      "eval_steps_per_second": 2.242,
+        "f1-score": 0.8444242542811943,
+        "precision": 0.8638984574698704,
+        "recall": 0.8296043355808155,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8529,
+      "eval_samples_per_second": 16.485,
+      "eval_steps_per_second": 2.061,
       "eval_weighted avg": {
-        "f1-score": 0.8909418634778542,
-        "precision": 0.9053537287957648,
-        "recall": 0.8848618649004998,
-        "support": 32613.0
+        "f1-score": 0.8949194640367888,
+        "precision": 0.8938342965082798,
+        "recall": 0.8990780426135487,
+        "support": 32431.0
       },
       "step": 162
     },
     {
       "epoch": 3.0,
       "eval_Claim": {
-        "f1-score": 0.6598764019226366,
-        "precision": 0.6576186131386861,
-        "recall": 0.6621497473587505,
-        "support": 4354.0
+        "f1-score": 0.6542320859402667,
+        "precision": 0.7079713847726111,
+        "recall": 0.60807548825982,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9062119366626066,
-        "precision": 0.8661233993015134,
-        "recall": 0.9501915708812261,
-        "support": 2349.0
+        "f1-score": 0.8915187376725839,
+        "precision": 0.8866608544027899,
+        "recall": 0.8964301454385192,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9998404722022812,
-        "precision": 0.9997607273887382,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "f1-score": 0.9995936611133684,
+        "precision": 0.9992778479870013,
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9007852612503775,
-        "precision": 0.9097148086014946,
-        "recall": 0.8920293106026619,
-        "support": 13374.0
+        "f1-score": 0.9157990498332153,
+        "precision": 0.8973258501155497,
+        "recall": 0.935048850970139,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9070002759635728,
-      "eval_loss": 0.23778581619262695,
+      "eval_accuracy": 0.9085442940396534,
+      "eval_loss": 0.22665414214134216,
       "eval_macro avg": {
-        "f1-score": 0.8666785180094754,
-        "precision": 0.8583043871076081,
-        "recall": 0.876072714645248,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9168,
-      "eval_samples_per_second": 16.474,
-      "eval_steps_per_second": 2.237,
+        "f1-score": 0.8652858836398586,
+        "precision": 0.872808984319488,
+        "recall": 0.8598660396478349,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8494,
+      "eval_samples_per_second": 16.497,
+      "eval_steps_per_second": 2.062,
       "eval_weighted avg": {
-        "f1-score": 0.907089072967282,
-        "precision": 0.9075314026721463,
-        "recall": 0.9070002759635728,
-        "support": 32613.0
+        "f1-score": 0.9059516032151627,
+        "precision": 0.9047762338408377,
+        "recall": 0.9085442940396534,
+        "support": 32431.0
       },
       "step": 243
     },
     {
       "epoch": 4.0,
       "eval_Claim": {
-        "f1-score": 0.6604639922667954,
-        "precision": 0.696838347781744,
-        "recall": 0.6276986678915939,
-        "support": 4354.0
+        "f1-score": 0.6861642294713161,
+        "precision": 0.6424741478360781,
+        "recall": 0.7362299758613122,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9140214420853479,
-        "precision": 0.9028239202657807,
-        "recall": 0.9255002128565347,
-        "support": 2349.0
+        "f1-score": 0.8995515695067264,
+        "precision": 0.9155636695572797,
+        "recall": 0.884089907448215,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9994417862838917,
-        "precision": 0.9991230867346939,
-        "recall": 0.9997606892150607,
-        "support": 12536.0
+        "f1-score": 0.9976481230212574,
+        "precision": 0.9990941208442794,
+        "recall": 0.9962063047601842,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9084203149780549,
-        "precision": 0.8963534463934785,
-        "recall": 0.9208165096455809,
-        "support": 13374.0
+        "f1-score": 0.9062532879739067,
+        "precision": 0.9242435081193219,
+        "recall": 0.8889500481629283,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.912366234323736,
-      "eval_loss": 0.2598011791706085,
+      "eval_accuracy": 0.9037649162838025,
+      "eval_loss": 0.2452327460050583,
       "eval_macro avg": {
-        "f1-score": 0.8705868839035225,
-        "precision": 0.8737847002939243,
-        "recall": 0.8684440199021926,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8872,
-      "eval_samples_per_second": 16.574,
-      "eval_steps_per_second": 2.251,
+        "f1-score": 0.8724043024933017,
+        "precision": 0.8703438615892398,
+        "recall": 0.8763690590581599,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8393,
+      "eval_samples_per_second": 16.531,
+      "eval_steps_per_second": 2.066,
       "eval_weighted avg": {
-        "f1-score": 0.9107077581074873,
-        "precision": 0.9096864919608297,
-        "recall": 0.912366234323736,
-        "support": 32613.0
+        "f1-score": 0.9060584182508294,
+        "precision": 0.9095955973231696,
+        "recall": 0.9037649162838025,
+        "support": 32431.0
       },
       "step": 324
     },
     {
       "epoch": 5.0,
       "eval_Claim": {
-        "f1-score": 0.6731001206272618,
-        "precision": 0.6440713536201469,
-        "recall": 0.7048690858980248,
-        "support": 4354.0
+        "f1-score": 0.6640249759846301,
+        "precision": 0.7332272606735614,
+        "recall": 0.6067588325652842,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8871466886734063,
-        "precision": 0.8606885508406725,
-        "recall": 0.9152830991911451,
-        "support": 2349.0
+        "f1-score": 0.8848007008322383,
+        "precision": 0.8794079233783195,
+        "recall": 0.8902600264433671,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9998005345673595,
-        "precision": 1.0,
-        "recall": 0.9996011486917677,
-        "support": 12536.0
+        "f1-score": 0.999367774566474,
+        "precision": 0.9992775219001174,
+        "recall": 0.9994580435371692,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9039056236399038,
-        "precision": 0.9234729698104376,
-        "recall": 0.8851502916105877,
-        "support": 13374.0
+        "f1-score": 0.9201314377682404,
+        "precision": 0.8973839110529758,
+        "recall": 0.9440621989816981,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9072455769171802,
-      "eval_loss": 0.3166182339191437,
+      "eval_accuracy": 0.9118127717307515,
+      "eval_loss": 0.28411003947257996,
       "eval_macro avg": {
-        "f1-score": 0.8659882418769828,
-        "precision": 0.8570582185678143,
-        "recall": 0.8762259063478812,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9018,
-      "eval_samples_per_second": 16.525,
-      "eval_steps_per_second": 2.244,
+        "f1-score": 0.8670812222878956,
+        "precision": 0.8773241542512435,
+        "recall": 0.8601347753818797,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8228,
+      "eval_samples_per_second": 16.588,
+      "eval_steps_per_second": 2.073,
       "eval_weighted avg": {
-        "f1-score": 0.9087455557232214,
-        "precision": 0.9110652677714914,
-        "recall": 0.9072455769171802,
-        "support": 32613.0
+        "f1-score": 0.9087220731552942,
+        "precision": 0.9078434958291443,
+        "recall": 0.9118127717307515,
+        "support": 32431.0
       },
       "step": 405
     },
     {
       "epoch": 6.0,
       "eval_Claim": {
-        "f1-score": 0.634920634920635,
-        "precision": 0.7171775592828225,
-        "recall": 0.5695911805236564,
-        "support": 4354.0
+        "f1-score": 0.6496087442553721,
+        "precision": 0.7484258729250143,
+        "recall": 0.5738424402018872,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9061357171881348,
-        "precision": 0.8666925767586475,
-        "recall": 0.9493401447424435,
-        "support": 2349.0
+        "f1-score": 0.8865800865800866,
+        "precision": 0.8711186729051468,
+        "recall": 0.9026002644336713,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9998404722022812,
-        "precision": 0.9997607273887382,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "f1-score": 0.9986892655367232,
+        "precision": 0.9994572100597069,
+        "recall": 0.9979225002258152,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9096214165876431,
-        "precision": 0.8879236684705212,
-        "recall": 0.9324061612083147,
-        "support": 13374.0
+        "f1-score": 0.9191778088205947,
+        "precision": 0.889647180015452,
+        "recall": 0.9507362047612495,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9111397295556987,
-      "eval_loss": 0.32181796431541443,
+      "eval_accuracy": 0.9105177145323918,
+      "eval_loss": 0.3082066774368286,
       "eval_macro avg": {
-        "f1-score": 0.8626295602246735,
-        "precision": 0.8678886329751823,
-        "recall": 0.8628144290531921,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8856,
-      "eval_samples_per_second": 16.579,
-      "eval_steps_per_second": 2.252,
+        "f1-score": 0.8635139762981943,
+        "precision": 0.87716223397633,
+        "recall": 0.8562753524056559,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8389,
+      "eval_samples_per_second": 16.533,
+      "eval_steps_per_second": 2.067,
       "eval_weighted avg": {
-        "f1-score": 0.907375409471386,
-        "precision": 0.9065876667768511,
-        "recall": 0.9111397295556987,
-        "support": 32613.0
+        "f1-score": 0.9061618943658084,
+        "precision": 0.9059932736781678,
+        "recall": 0.9105177145323918,
+        "support": 32431.0
       },
       "step": 486
     },
     {
       "epoch": 6.17,
-      "grad_norm": 7.612313747406006,
+      "grad_norm": 0.8612700700759888,
       "learning_rate": 1.7530864197530865e-05,
-      "loss": 0.2088,
+      "loss": 0.2223,
       "step": 500
     },
     {
       "epoch": 7.0,
       "eval_Claim": {
-        "f1-score": 0.6538414409998775,
-        "precision": 0.7008142894667717,
-        "recall": 0.6127698667891593,
-        "support": 4354.0
+        "f1-score": 0.6977381768334475,
+        "precision": 0.629950495049505,
+        "recall": 0.7818740399385561,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8866711022399646,
-        "precision": 0.9254629629629629,
-        "recall": 0.8510004257130694,
-        "support": 2349.0
+        "f1-score": 0.8892209178228387,
+        "precision": 0.8621688741721855,
+        "recall": 0.9180255619215514,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.999880349379811,
-        "precision": 0.9998404722022812,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "f1-score": 0.9988698521766648,
+        "precision": 0.9998190045248869,
+        "recall": 0.9979225002258152,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9127824473310774,
-        "precision": 0.8890070167977886,
-        "recall": 0.9378645132346344,
-        "support": 13374.0
+        "f1-score": 0.9034227633516503,
+        "precision": 0.9449996243143738,
+        "recall": 0.8653502132929682,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9120596081317266,
-      "eval_loss": 0.4053190350532532,
+      "eval_accuracy": 0.9025623631710401,
+      "eval_loss": 0.3512111008167267,
       "eval_macro avg": {
-        "f1-score": 0.8632938349876826,
-        "precision": 0.8787811853574512,
-        "recall": 0.8503887588688042,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9061,
-      "eval_samples_per_second": 16.51,
-      "eval_steps_per_second": 2.242,
+        "f1-score": 0.8723129275461503,
+        "precision": 0.8592344995152377,
+        "recall": 0.8907930788447227,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8174,
+      "eval_samples_per_second": 16.607,
+      "eval_steps_per_second": 2.076,
       "eval_weighted avg": {
-        "f1-score": 0.909811074225195,
-        "precision": 0.9091110268457285,
-        "recall": 0.9120596081317266,
-        "support": 32613.0
+        "f1-score": 0.9061105026169647,
+        "precision": 0.9136494810618672,
+        "recall": 0.9025623631710401,
+        "support": 32431.0
       },
       "step": 567
     },
     {
       "epoch": 8.0,
       "eval_Claim": {
-        "f1-score": 0.668355545764952,
-        "precision": 0.6421164021164021,
-        "recall": 0.6968305006890216,
-        "support": 4354.0
+        "f1-score": 0.6987032799389779,
+        "precision": 0.6177710335525206,
+        "recall": 0.80403774412991,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8960263537162857,
-        "precision": 0.8676236044657097,
-        "recall": 0.9263516389953171,
-        "support": 2349.0
+        "f1-score": 0.9015364639688379,
+        "precision": 0.8856292517006803,
+        "recall": 0.9180255619215514,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
-        "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "f1-score": 0.998915499322187,
+        "precision": 0.9994574554661362,
+        "recall": 0.9983741306115076,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9012129071630178,
-        "precision": 0.9198069137340392,
-        "recall": 0.8833557649170032,
-        "support": 13374.0
+        "f1-score": 0.8976577489773016,
+        "precision": 0.9472075788830315,
+        "recall": 0.8530342644832806,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9063870235795541,
-      "eval_loss": 0.4514281749725342,
+      "eval_accuracy": 0.9003114304215103,
+      "eval_loss": 0.3705728054046631,
       "eval_macro avg": {
-        "f1-score": 0.8663987016610639,
-        "precision": 0.8573867300790377,
-        "recall": 0.8766344761503355,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8816,
-      "eval_samples_per_second": 16.593,
-      "eval_steps_per_second": 2.253,
+        "f1-score": 0.8742032480518261,
+        "precision": 0.8625163299005921,
+        "recall": 0.8933679252865624,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8542,
+      "eval_samples_per_second": 16.48,
+      "eval_steps_per_second": 2.06,
       "eval_weighted avg": {
-        "f1-score": 0.9077241398073883,
-        "precision": 0.9098003963445191,
-        "recall": 0.9063870235795541,
-        "support": 32613.0
+        "f1-score": 0.9045397397569994,
+        "precision": 0.9144455555782818,
+        "recall": 0.9003114304215103,
+        "support": 32431.0
       },
       "step": 648
     },
     {
       "epoch": 9.0,
       "eval_Claim": {
-        "f1-score": 0.6913841807909605,
-        "precision": 0.7090777402221149,
-        "recall": 0.674552135966927,
-        "support": 4354.0
+        "f1-score": 0.6657139454567107,
+        "precision": 0.7278645833333334,
+        "recall": 0.6133421110379635,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9055304497525284,
-        "precision": 0.9155787641427328,
-        "recall": 0.8957002979991485,
-        "support": 2349.0
+        "f1-score": 0.8882521489971346,
+        "precision": 0.8884479717813051,
+        "recall": 0.8880564125165271,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9998404340194671,
-        "precision": 1.0,
-        "recall": 0.9996809189534142,
-        "support": 12536.0
+        "f1-score": 0.9987339482727438,
+        "precision": 0.9999094612947035,
+        "recall": 0.9975611959172613,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9162317231167869,
-        "precision": 0.9072648632798181,
-        "recall": 0.9253775983251085,
-        "support": 13374.0
+        "f1-score": 0.9178854152690192,
+        "precision": 0.8955360649299646,
+        "recall": 0.9413788358332187,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9183147824487168,
-      "eval_loss": 0.4471658766269684,
+      "eval_accuracy": 0.9107335573987851,
+      "eval_loss": 0.41826051473617554,
       "eval_macro avg": {
-        "f1-score": 0.8782466969199356,
-        "precision": 0.8829803419111664,
-        "recall": 0.8738277378111496,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8813,
-      "eval_samples_per_second": 16.594,
-      "eval_steps_per_second": 2.253,
+        "f1-score": 0.8676463644989021,
+        "precision": 0.8779395203348266,
+        "recall": 0.8600846388262426,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.809,
+      "eval_samples_per_second": 16.635,
+      "eval_steps_per_second": 2.079,
       "eval_weighted avg": {
-        "f1-score": 0.9175807345372852,
-        "precision": 0.9170508471898524,
-        "recall": 0.9183147824487168,
-        "support": 32613.0
+        "f1-score": 0.9079779452489347,
+        "precision": 0.9071100542045434,
+        "recall": 0.9107335573987851,
+        "support": 32431.0
       },
       "step": 729
     },
     {
       "epoch": 10.0,
       "eval_Claim": {
-        "f1-score": 0.6829727187206021,
-        "precision": 0.6997590361445784,
-        "recall": 0.6669728984841525,
-        "support": 4354.0
+        "f1-score": 0.6738416222952305,
+        "precision": 0.6964871194379391,
+        "recall": 0.652622339258284,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.908567906307787,
-        "precision": 0.8780778395552026,
-        "recall": 0.9412515964240102,
-        "support": 2349.0
+        "f1-score": 0.8951019550136641,
+        "precision": 0.8557073954983923,
+        "recall": 0.9382988100484795,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999202233745512,
-        "precision": 1.0,
-        "recall": 0.9998404594767071,
-        "support": 12536.0
+        "f1-score": 0.9989605459393501,
+        "precision": 0.9996382054992764,
+        "recall": 0.998283804534369,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9131976852716073,
-        "precision": 0.9119379613749907,
-        "recall": 0.914460894272469,
-        "support": 13374.0
+        "f1-score": 0.9109121470961545,
+        "precision": 0.9083259218717931,
+        "recall": 0.9135131415990092,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9161683991046515,
-      "eval_loss": 0.45130759477615356,
+      "eval_accuracy": 0.9075267490980852,
+      "eval_loss": 0.5459077954292297,
       "eval_macro avg": {
-        "f1-score": 0.8761646334186369,
-        "precision": 0.8724437092686929,
-        "recall": 0.8806314621643347,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8986,
-      "eval_samples_per_second": 16.535,
-      "eval_steps_per_second": 2.246,
+        "f1-score": 0.8697040675860997,
+        "precision": 0.8650396605768502,
+        "recall": 0.8756795238600354,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8478,
+      "eval_samples_per_second": 16.502,
+      "eval_steps_per_second": 2.063,
       "eval_weighted avg": {
-        "f1-score": 0.9154630053129839,
-        "precision": 0.9150220459300829,
-        "recall": 0.9161683991046515,
-        "support": 32613.0
+        "f1-score": 0.9065515080853328,
+        "precision": 0.9060496255197702,
+        "recall": 0.9075267490980852,
+        "support": 32431.0
       },
       "step": 810
     },
     {
       "epoch": 11.0,
       "eval_Claim": {
-        "f1-score": 0.6209771986970684,
-        "precision": 0.717554953327311,
-        "recall": 0.5473128158015618,
-        "support": 4354.0
+        "f1-score": 0.6581417175035196,
+        "precision": 0.7070834383665239,
+        "recall": 0.6155365371955234,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8710538016896399,
-        "precision": 0.9115867845509539,
-        "recall": 0.8339719029374202,
-        "support": 2349.0
+        "f1-score": 0.881979417560762,
+        "precision": 0.876414273281114,
+        "recall": 0.8876156897311591,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
-        "precision": 1.0,
+        "f1-score": 0.9999548390010388,
+        "precision": 0.9999096820809249,
         "recall": 1.0,
-        "support": 12536.0
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9144776812837283,
-        "precision": 0.8758814267132197,
-        "recall": 0.9566322715717063,
-        "support": 13374.0
+        "f1-score": 0.9173079519373565,
+        "precision": 0.9002915065588976,
+        "recall": 0.9349800467868447,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9098212369300586,
-      "eval_loss": 0.5217961668968201,
+      "eval_accuracy": 0.9089759797724399,
+      "eval_loss": 0.5726844668388367,
       "eval_macro avg": {
-        "f1-score": 0.8516271704176092,
-        "precision": 0.8762557911478711,
-        "recall": 0.8344792475776721,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8915,
-      "eval_samples_per_second": 16.559,
-      "eval_steps_per_second": 2.249,
+        "f1-score": 0.8643459815006692,
+        "precision": 0.8709247250718651,
+        "recall": 0.8595330684283817,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8447,
+      "eval_samples_per_second": 16.513,
+      "eval_steps_per_second": 2.064,
       "eval_weighted avg": {
-        "f1-score": 0.9050398495319223,
-        "precision": 0.9050252912813879,
-        "recall": 0.9098212369300586,
-        "support": 32613.0
+        "f1-score": 0.9066330640790278,
+        "precision": 0.9054793272287636,
+        "recall": 0.9089759797724399,
+        "support": 32431.0
       },
       "step": 891
     },
     {
       "epoch": 12.0,
       "eval_Claim": {
-        "f1-score": 0.6767220902612826,
-        "precision": 0.7006886374815543,
-        "recall": 0.6543408360128617,
-        "support": 4354.0
+        "f1-score": 0.7079179557694512,
+        "precision": 0.7407673860911271,
+        "recall": 0.6778582400702217,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9093525179856115,
-        "precision": 0.8791732909379968,
-        "recall": 0.9416773094934014,
-        "support": 2349.0
+        "f1-score": 0.8947480331703169,
+        "precision": 0.8644207066557108,
+        "recall": 0.9272807404142794,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999202233745512,
-        "precision": 1.0,
-        "recall": 0.9998404594767071,
-        "support": 12536.0
+        "f1-score": 0.999186477447347,
+        "precision": 0.9999095431931253,
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9131033456142309,
-        "precision": 0.9089427280136326,
-        "recall": 0.9173022282039779,
-        "support": 13374.0
+        "f1-score": 0.9243840851702722,
+        "precision": 0.9169374492282697,
+        "recall": 0.9319526627218935,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9156777971974366,
-      "eval_loss": 0.48604533076286316,
+      "eval_accuracy": 0.9186272393697388,
+      "eval_loss": 0.5660926699638367,
       "eval_macro avg": {
-        "f1-score": 0.8747745443089191,
-        "precision": 0.872201164108296,
-        "recall": 0.878290208296737,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8984,
-      "eval_samples_per_second": 16.536,
-      "eval_steps_per_second": 2.246,
+        "f1-score": 0.8815591378893468,
+        "precision": 0.8805087712920582,
+        "recall": 0.8838890249737601,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8659,
+      "eval_samples_per_second": 16.441,
+      "eval_steps_per_second": 2.055,
       "eval_weighted avg": {
-        "f1-score": 0.9146463407295841,
-        "precision": 0.9139967630227935,
-        "recall": 0.9156777971974366,
-        "support": 32613.0
+        "f1-score": 0.917429533390557,
+        "precision": 0.9168331226787283,
+        "recall": 0.9186272393697388,
+        "support": 32431.0
       },
       "step": 972
     },
     {
       "epoch": 12.35,
-      "grad_norm": 1.4397014379501343,
+      "grad_norm": 2.9101791381835938,
       "learning_rate": 1.506172839506173e-05,
-      "loss": 0.0253,
+      "loss": 0.0294,
       "step": 1000
     },
     {
       "epoch": 13.0,
       "eval_Claim": {
-        "f1-score": 0.6805793134907059,
-        "precision": 0.6758776896942242,
-        "recall": 0.6853468075333027,
-        "support": 4354.0
+        "f1-score": 0.6744648496900223,
+        "precision": 0.7221943887775552,
+        "recall": 0.6326530612244898,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.903767491926803,
-        "precision": 0.914198606271777,
-        "recall": 0.8935717326521925,
-        "support": 2349.0
+        "f1-score": 0.9044719714465672,
+        "precision": 0.863672814755413,
+        "recall": 0.9493168796826796,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9998005982053838,
-        "precision": 0.9996809952946806,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "f1-score": 0.9995934041111363,
+        "precision": 0.9999096167751266,
+        "recall": 0.9992773913828923,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9103489546321576,
-        "precision": 0.9107236399012197,
-        "recall": 0.9099745775385075,
-        "support": 13374.0
+        "f1-score": 0.9161992180860105,
+        "precision": 0.9055171023452725,
+        "recall": 0.9271363698912893,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9133781007573667,
-      "eval_loss": 0.5282083749771118,
+      "eval_accuracy": 0.9119361105115475,
+      "eval_loss": 0.5764271020889282,
       "eval_macro avg": {
-        "f1-score": 0.8736240895637626,
-        "precision": 0.8751202327904755,
-        "recall": 0.872203336865589,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.89,
-      "eval_samples_per_second": 16.564,
-      "eval_steps_per_second": 2.249,
+        "f1-score": 0.8736823608334341,
+        "precision": 0.8728234806633418,
+        "recall": 0.8770959255453377,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8358,
+      "eval_samples_per_second": 16.543,
+      "eval_steps_per_second": 2.068,
       "eval_weighted avg": {
-        "f1-score": 0.9135835215352088,
-        "precision": 0.9138148255025323,
-        "recall": 0.9133781007573667,
-        "support": 32613.0
+        "f1-score": 0.9098800911419986,
+        "precision": 0.909053016531805,
+        "recall": 0.9119361105115475,
+        "support": 32431.0
       },
       "step": 1053
     },
     {
       "epoch": 14.0,
       "eval_Claim": {
-        "f1-score": 0.6549993880797944,
-        "precision": 0.7010741419963322,
-        "recall": 0.6146072576940744,
-        "support": 4354.0
+        "f1-score": 0.7047413793103449,
+        "precision": 0.6923565530383231,
+        "recall": 0.717577353522054,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9030425963488844,
-        "precision": 0.8624564122433166,
-        "recall": 0.9476372924648787,
-        "support": 2349.0
+        "f1-score": 0.9112001687407719,
+        "precision": 0.8737864077669902,
+        "recall": 0.9519612163948876,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9992316384180792,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9098839358320396,
-        "precision": 0.8997076023391812,
-        "recall": 0.9202931060266188,
-        "support": 13374.0
+        "f1-score": 0.9145424153781864,
+        "precision": 0.9258919757439007,
+        "recall": 0.903467730838035,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9120596081317266,
-      "eval_loss": 0.5426023602485657,
+      "eval_accuracy": 0.9131694983195091,
+      "eval_loss": 0.5468704700469971,
       "eval_macro avg": {
-        "f1-score": 0.866971508384752,
-        "precision": 0.8658095391447076,
-        "recall": 0.8706144714809814,
-        "support": 32613.0
+        "f1-score": 0.8824289004618456,
+        "precision": 0.8730087341373035,
+        "recall": 0.8928676893609057,
+        "support": 32431.0
       },
-      "eval_runtime": 4.8976,
-      "eval_samples_per_second": 16.539,
-      "eval_steps_per_second": 2.246,
+      "eval_runtime": 4.8411,
+      "eval_samples_per_second": 16.525,
+      "eval_steps_per_second": 2.066,
       "eval_weighted avg": {
-        "f1-score": 0.9099868804586297,
-        "precision": 0.9090570140832118,
-        "recall": 0.9120596081317266,
-        "support": 32613.0
+        "f1-score": 0.9137390947680665,
+        "precision": 0.9147298617643856,
+        "recall": 0.9131694983195091,
+        "support": 32431.0
       },
       "step": 1134
     },
     {
       "epoch": 15.0,
       "eval_Claim": {
-        "f1-score": 0.6663435909861886,
-        "precision": 0.7051282051282052,
-        "recall": 0.6316031235645384,
-        "support": 4354.0
+        "f1-score": 0.6868638486408813,
+        "precision": 0.7559304164470216,
+        "recall": 0.6293614219881501,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8880537974683544,
-        "precision": 0.8293313631326191,
-        "recall": 0.955725840783312,
-        "support": 2349.0
+        "f1-score": 0.9058546000428909,
+        "precision": 0.8822055137844611,
+        "recall": 0.9308065226972234,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9116781523561184,
-        "precision": 0.9083958132284166,
-        "recall": 0.9149842978914311,
-        "support": 13374.0
+        "f1-score": 0.9218029420675262,
+        "precision": 0.9023924075660713,
+        "recall": 0.9420668776661622,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9127341857541471,
-      "eval_loss": 0.6165347099304199,
+      "eval_accuracy": 0.9170855046097869,
+      "eval_loss": 0.6552095413208008,
       "eval_macro avg": {
-        "f1-score": 0.8665089135222377,
-        "precision": 0.8607138453723102,
-        "recall": 0.8755583729944088,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8787,
-      "eval_samples_per_second": 16.603,
-      "eval_steps_per_second": 2.255,
+        "f1-score": 0.8786190564182342,
+        "precision": 0.8851320844493885,
+        "recall": 0.8755361240685993,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8081,
+      "eval_samples_per_second": 16.639,
+      "eval_steps_per_second": 2.08,
       "eval_weighted avg": {
-        "f1-score": 0.9111575738225369,
-        "precision": 0.910775248619985,
-        "recall": 0.9127341857541471,
-        "support": 32613.0
+        "f1-score": 0.9143537536055225,
+        "precision": 0.9137205288178378,
+        "recall": 0.9170855046097869,
+        "support": 32431.0
       },
       "step": 1215
     },
     {
       "epoch": 16.0,
       "eval_Claim": {
-        "f1-score": 0.674565560821485,
-        "precision": 0.6630434782608695,
-        "recall": 0.6864951768488746,
-        "support": 4354.0
+        "f1-score": 0.7261954261954263,
+        "precision": 0.6899071696622556,
+        "recall": 0.7665130568356375,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9101030927835051,
-        "precision": 0.8824470211915234,
-        "recall": 0.9395487441464453,
-        "support": 2349.0
+        "f1-score": 0.9104052573932091,
+        "precision": 0.9050522648083623,
+        "recall": 0.9158219479947113,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9041334190523012,
-        "precision": 0.9146836024179356,
-        "recall": 0.8938238372962465,
-        "support": 13374.0
+        "f1-score": 0.9186291000841041,
+        "precision": 0.9360805599200114,
+        "recall": 0.9018164304389706,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9102198509796707,
-      "eval_loss": 0.6390220522880554,
+      "eval_accuracy": 0.9172705127809812,
+      "eval_loss": 0.604762613773346,
       "eval_macro avg": {
-        "f1-score": 0.8721905464838953,
-        "precision": 0.8650435254675821,
-        "recall": 0.8799469970074799,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9309,
-      "eval_samples_per_second": 16.427,
-      "eval_steps_per_second": 2.231,
+        "f1-score": 0.8887961546485946,
+        "precision": 0.8827599985976573,
+        "recall": 0.8960152772980452,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8523,
+      "eval_samples_per_second": 16.487,
+      "eval_steps_per_second": 2.061,
       "eval_weighted avg": {
-        "f1-score": 0.9107494233350908,
-        "precision": 0.9115609681986994,
-        "recall": 0.9102198509796707,
-        "support": 32613.0
+        "f1-score": 0.918776399254959,
+        "precision": 0.92113920073012,
+        "recall": 0.9172705127809812,
+        "support": 32431.0
       },
       "step": 1296
     },
     {
       "epoch": 17.0,
       "eval_Claim": {
-        "f1-score": 0.6808510638297871,
-        "precision": 0.7280334728033473,
-        "recall": 0.6394120349104272,
-        "support": 4354.0
+        "f1-score": 0.6726977499420088,
+        "precision": 0.7134071340713407,
+        "recall": 0.6363835856923414,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9149623250807319,
-        "precision": 0.9255226480836237,
-        "recall": 0.9046402724563644,
-        "support": 2349.0
+        "f1-score": 0.898166556218246,
+        "precision": 0.9003542958370239,
+        "recall": 0.8959894226531512,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9178984340699547,
-        "precision": 0.8986960882647944,
-        "recall": 0.9379392851802004,
-        "support": 13374.0
+        "f1-score": 0.9172189909373732,
+        "precision": 0.9018486500864477,
+        "recall": 0.9331223338378973,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9195106245975532,
-      "eval_loss": 0.5812303423881531,
+      "eval_accuracy": 0.9116277635595572,
+      "eval_loss": 0.6666390299797058,
       "eval_macro avg": {
-        "f1-score": 0.8784179840646908,
-        "precision": 0.8880630522879414,
-        "recall": 0.8704779555713364,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8888,
-      "eval_samples_per_second": 16.568,
-      "eval_steps_per_second": 2.25,
+        "f1-score": 0.8720095330048165,
+        "precision": 0.8789025199987031,
+        "recall": 0.8663512540265629,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8204,
+      "eval_samples_per_second": 16.596,
+      "eval_steps_per_second": 2.075,
       "eval_weighted avg": {
-        "f1-score": 0.9175833462373209,
-        "precision": 0.91678385690944,
-        "recall": 0.9195106245975532,
-        "support": 32613.0
+        "f1-score": 0.9097710324765249,
+        "precision": 0.9087714991080675,
+        "recall": 0.9116277635595572,
+        "support": 32431.0
       },
       "step": 1377
     },
     {
       "epoch": 18.0,
       "eval_Claim": {
-        "f1-score": 0.6756586411193748,
-        "precision": 0.7488125174629785,
-        "recall": 0.6155259531465319,
-        "support": 4354.0
+        "f1-score": 0.7242054854157598,
+        "precision": 0.7184193478730296,
+        "recall": 0.7300855826201448,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9198384010206252,
-        "precision": 0.9188615123194562,
-        "recall": 0.9208173690932312,
-        "support": 2349.0
+        "f1-score": 0.91550204257149,
+        "precision": 0.8937867338371117,
+        "recall": 0.9382988100484795,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999202297383536,
-        "precision": 0.9999202297383536,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "f1-score": 0.9999548349216385,
+        "precision": 1.0,
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9191801729776873,
-        "precision": 0.8941600678733032,
-        "recall": 0.9456407955735008,
-        "support": 13374.0
+        "f1-score": 0.9218198185721211,
+        "precision": 0.9277948146083078,
+        "recall": 0.9159212880143113,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9206451415079876,
-      "eval_loss": 0.5839426517486572,
+      "eval_accuracy": 0.9200456353488946,
+      "eval_loss": 0.5898464918136597,
       "eval_macro avg": {
-        "f1-score": 0.8786493612140102,
-        "precision": 0.8904385818485229,
-        "recall": 0.8704760868879043,
-        "support": 32613.0
+        "f1-score": 0.8903705453702524,
+        "precision": 0.8850002240796123,
+        "recall": 0.8960538386514494,
+        "support": 32431.0
       },
-      "eval_runtime": 4.8961,
-      "eval_samples_per_second": 16.544,
-      "eval_steps_per_second": 2.247,
+      "eval_runtime": 4.8354,
+      "eval_samples_per_second": 16.545,
+      "eval_steps_per_second": 2.068,
       "eval_weighted avg": {
-        "f1-score": 0.9177516254510409,
-        "precision": 0.9171873835957982,
-        "recall": 0.9206451415079876,
-        "support": 32613.0
+        "f1-score": 0.9202833015380038,
+        "precision": 0.9206441029524512,
+        "recall": 0.9200456353488946,
+        "support": 32431.0
       },
       "step": 1458
     },
     {
       "epoch": 18.52,
-      "grad_norm": 6.301952838897705,
+      "grad_norm": 0.2594422399997711,
       "learning_rate": 1.2592592592592593e-05,
-      "loss": 0.0099,
+      "loss": 0.0093,
       "step": 1500
     },
     {
       "epoch": 19.0,
       "eval_Claim": {
-        "f1-score": 0.6969172151021822,
-        "precision": 0.7007197585326214,
-        "recall": 0.6931557188791916,
-        "support": 4354.0
+        "f1-score": 0.7198604752561586,
+        "precision": 0.7151830192765866,
+        "recall": 0.7245995172262454,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.93473143590841,
-        "precision": 0.9397590361445783,
-        "recall": 0.929757343550447,
-        "support": 2349.0
+        "f1-score": 0.9025769956002515,
+        "precision": 0.860223642172524,
+        "recall": 0.9493168796826796,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9975098474215601,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.9950320657573841,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9126430781850042,
-        "precision": 0.9101658362460028,
-        "recall": 0.9151338417825632,
-        "support": 13374.0
+        "f1-score": 0.9212571111419453,
+        "precision": 0.9289911851126347,
+        "recall": 0.9136507499655979,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9191426731671419,
-      "eval_loss": 0.6210956573486328,
+      "eval_accuracy": 0.9173630168665783,
+      "eval_loss": 0.6108261346817017,
       "eval_macro avg": {
-        "f1-score": 0.8860629606184716,
-        "precision": 0.8876611577308006,
-        "recall": 0.8844917834876388,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8804,
-      "eval_samples_per_second": 16.597,
-      "eval_steps_per_second": 2.254,
+        "f1-score": 0.8853011073549788,
+        "precision": 0.8760994616404363,
+        "recall": 0.8956498031579767,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8341,
+      "eval_samples_per_second": 16.549,
+      "eval_steps_per_second": 2.069,
       "eval_weighted avg": {
-        "f1-score": 0.9189970320181106,
-        "precision": 0.9188662710731514,
-        "recall": 0.9191426731671419,
-        "support": 32613.0
+        "f1-score": 0.9176816552958715,
+        "precision": 0.9183773040411919,
+        "recall": 0.9173630168665783,
+        "support": 32431.0
       },
       "step": 1539
     },
     {
       "epoch": 20.0,
       "eval_Claim": {
-        "f1-score": 0.6770349931017183,
-        "precision": 0.7457861287648522,
-        "recall": 0.6198897565457051,
-        "support": 4354.0
+        "f1-score": 0.7150392937883518,
+        "precision": 0.7018174133558749,
+        "recall": 0.7287689269256089,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.933418150975403,
-        "precision": 0.9298690325306295,
-        "recall": 0.9369944657300979,
-        "support": 2349.0
+        "f1-score": 0.8972902097902098,
+        "precision": 0.8899003034243607,
+        "recall": 0.9048038783605112,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9992316384180792,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.916624189907522,
-        "precision": 0.8932727788816349,
-        "recall": 0.9412292507851054,
-        "support": 13374.0
+        "f1-score": 0.9203380437794403,
+        "precision": 0.9266285395452644,
+        "recall": 0.9141323792486583,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9205838162695857,
-      "eval_loss": 0.6079531311988831,
+      "eval_accuracy": 0.9162221331442139,
+      "eval_loss": 0.6273905038833618,
       "eval_macro avg": {
-        "f1-score": 0.8817593618157333,
-        "precision": 0.8922319850442791,
-        "recall": 0.8745084256998155,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8699,
-      "eval_samples_per_second": 16.633,
-      "eval_steps_per_second": 2.259,
+        "f1-score": 0.8829747964440202,
+        "precision": 0.879586564081375,
+        "recall": 0.886542410305856,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8321,
+      "eval_samples_per_second": 16.556,
+      "eval_steps_per_second": 2.069,
       "eval_weighted avg": {
-        "f1-score": 0.9178806455243597,
-        "precision": 0.9172429800024408,
-        "recall": 0.9205838162695857,
-        "support": 32613.0
+        "f1-score": 0.9168102169228345,
+        "precision": 0.9175167258142971,
+        "recall": 0.9162221331442139,
+        "support": 32431.0
       },
       "step": 1620
     },
     {
       "epoch": 21.0,
       "eval_Claim": {
-        "f1-score": 0.6940774487471526,
-        "precision": 0.6884319927699954,
-        "recall": 0.6998162609095085,
-        "support": 4354.0
+        "f1-score": 0.7209400804573365,
+        "precision": 0.6964614440580896,
+        "recall": 0.7472021066491112,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9116146152275975,
-        "precision": 0.875686274509804,
-        "recall": 0.9506172839506173,
-        "support": 2349.0
+        "f1-score": 0.9076372817168105,
+        "precision": 0.8683574879227053,
+        "recall": 0.9506390480387836,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.999960116459937,
-        "precision": 0.9999202361011407,
-        "recall": 1.0,
-        "support": 12536.0
+        "f1-score": 0.999186477447347,
+        "precision": 0.9999095431931253,
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9093450177532674,
-        "precision": 0.9188549618320611,
-        "recall": 0.9000299087782264,
-        "support": 13374.0
+        "f1-score": 0.9181764025650909,
+        "precision": 0.9355852317360566,
+        "recall": 0.9014036053392046,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9153711710054273,
-      "eval_loss": 0.641860842704773,
+      "eval_accuracy": 0.916314637229811,
+      "eval_loss": 0.6812385320663452,
       "eval_macro avg": {
-        "f1-score": 0.8787492995469885,
-        "precision": 0.8707233663032503,
-        "recall": 0.8876158634095881,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8748,
-      "eval_samples_per_second": 16.616,
-      "eval_steps_per_second": 2.257,
+        "f1-score": 0.8864850605466462,
+        "precision": 0.8750784267274943,
+        "recall": 0.8994273041789365,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8372,
+      "eval_samples_per_second": 16.539,
+      "eval_steps_per_second": 2.067,
       "eval_weighted avg": {
-        "f1-score": 0.9156004118108944,
-        "precision": 0.916143448767362,
-        "recall": 0.9153711710054273,
-        "support": 32613.0
+        "f1-score": 0.917379120765938,
+        "precision": 0.9192399941849548,
+        "recall": 0.916314637229811,
+        "support": 32431.0
       },
       "step": 1701
     },
     {
       "epoch": 22.0,
       "eval_Claim": {
-        "f1-score": 0.6900875325289804,
-        "precision": 0.7114634146341463,
-        "recall": 0.6699586587046394,
-        "support": 4354.0
+        "f1-score": 0.7066195738862937,
+        "precision": 0.7348341232227488,
+        "recall": 0.6804915514592934,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9227146221365875,
-        "precision": 0.9280792420327304,
-        "recall": 0.9174116645381013,
-        "support": 2349.0
+        "f1-score": 0.9032682605834613,
+        "precision": 0.8991266375545851,
+        "recall": 0.9074482150727192,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.999960116459937,
-        "precision": 0.9999202361011407,
-        "recall": 1.0,
-        "support": 12536.0
+        "f1-score": 0.9992316384180792,
+        "precision": 1.0,
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9152730501701939,
-        "precision": 0.9058883843562326,
-        "recall": 0.9248541947061463,
-        "support": 13374.0
+        "f1-score": 0.9243903268596307,
+        "precision": 0.914037801843008,
+        "recall": 0.9349800467868447,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9191733357863429,
-      "eval_loss": 0.6659213304519653,
+      "eval_accuracy": 0.9189664210169283,
+      "eval_loss": 0.6876958012580872,
       "eval_macro avg": {
-        "f1-score": 0.8820088303239246,
-        "precision": 0.8863378192810625,
-        "recall": 0.8780561294872218,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8738,
-      "eval_samples_per_second": 16.62,
-      "eval_steps_per_second": 2.257,
+        "f1-score": 0.8833774499368663,
+        "precision": 0.8869996406550854,
+        "recall": 0.8803460675018758,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8487,
+      "eval_samples_per_second": 16.499,
+      "eval_steps_per_second": 2.062,
       "eval_weighted avg": {
-        "f1-score": 0.9182982110492126,
-        "precision": 0.91767458311091,
-        "recall": 0.9191733357863429,
-        "support": 32613.0
+        "f1-score": 0.917861415342362,
+        "precision": 0.9171589791287257,
+        "recall": 0.9189664210169283,
+        "support": 32431.0
       },
       "step": 1782
     },
     {
       "epoch": 23.0,
       "eval_Claim": {
-        "f1-score": 0.6811174220470616,
-        "precision": 0.6875731336297684,
-        "recall": 0.6747818098300413,
-        "support": 4354.0
+        "f1-score": 0.7040384395378104,
+        "precision": 0.7354206500956023,
+        "recall": 0.6752249286811499,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9136502398604448,
-        "precision": 0.9365221278497988,
-        "recall": 0.8918688803746275,
-        "support": 2349.0
+        "f1-score": 0.90536013400335,
+        "precision": 0.8623853211009175,
+        "recall": 0.9528426619656236,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
-        "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "f1-score": 0.9991412429378531,
+        "precision": 0.9999095350099512,
+        "recall": 0.9983741306115076,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9115136218543538,
-        "precision": 0.9049970518867925,
-        "recall": 0.9181247196052041,
-        "support": 13374.0
+        "f1-score": 0.9212183436002738,
+        "precision": 0.9164510418085251,
+        "recall": 0.9260355029585798,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9151871952902217,
-      "eval_loss": 0.6351564526557922,
+      "eval_accuracy": 0.9173630168665783,
+      "eval_loss": 0.6735763549804688,
       "eval_macro avg": {
-        "f1-score": 0.8765603492600376,
-        "precision": 0.88227307834159,
-        "recall": 0.8711739098870567,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8784,
-      "eval_samples_per_second": 16.604,
-      "eval_steps_per_second": 2.255,
+        "f1-score": 0.8824395400198218,
+        "precision": 0.878541637003749,
+        "recall": 0.8881193060542152,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8285,
+      "eval_samples_per_second": 16.568,
+      "eval_steps_per_second": 2.071,
       "eval_weighted avg": {
-        "f1-score": 0.9149061057787342,
-        "precision": 0.9147583624345246,
-        "recall": 0.9151871952902217,
-        "support": 32613.0
+        "f1-score": 0.9161926989447983,
+        "precision": 0.9157214424409951,
+        "recall": 0.9173630168665783,
+        "support": 32431.0
       },
       "step": 1863
     },
     {
       "epoch": 24.0,
       "eval_Claim": {
-        "f1-score": 0.6994498708880655,
-        "precision": 0.6841642872831101,
-        "recall": 0.7154340836012861,
-        "support": 4354.0
+        "f1-score": 0.7284623773173391,
+        "precision": 0.724040754389768,
+        "recall": 0.7329383366249725,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9161639276055753,
-        "precision": 0.8958502847843776,
-        "recall": 0.9374201787994891,
-        "support": 2349.0
+        "f1-score": 0.8918801563178463,
+        "precision": 0.8789045785194695,
+        "recall": 0.9052446011458792,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9992316384180792,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9120683786543625,
-        "precision": 0.9227825820769878,
-        "recall": 0.9016001196351129,
-        "support": 13374.0
+        "f1-score": 0.9255205276060909,
+        "precision": 0.9289526582103002,
+        "recall": 0.9221136645108022,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9171189402998804,
-      "eval_loss": 0.6426755785942078,
+      "eval_accuracy": 0.920415651691283,
+      "eval_loss": 0.6322010159492493,
       "eval_macro avg": {
-        "f1-score": 0.8819105726065732,
-        "precision": 0.8756992885361189,
-        "recall": 0.8885936529435605,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8958,
-      "eval_samples_per_second": 16.545,
-      "eval_steps_per_second": 2.247,
+        "f1-score": 0.8862736749148389,
+        "precision": 0.8829744977798845,
+        "recall": 0.8896902647425751,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8235,
+      "eval_samples_per_second": 16.586,
+      "eval_steps_per_second": 2.073,
       "eval_weighted avg": {
-        "f1-score": 0.9177621279849207,
-        "precision": 0.9186673375183761,
-        "recall": 0.9171189402998804,
-        "support": 32613.0
+        "f1-score": 0.9206403732624274,
+        "precision": 0.9209116629411165,
+        "recall": 0.920415651691283,
+        "support": 32431.0
       },
       "step": 1944
     },
     {
       "epoch": 24.69,
-      "grad_norm": 0.09022147953510284,
+      "grad_norm": 0.6325204968452454,
       "learning_rate": 1.0123456790123458e-05,
-      "loss": 0.0049,
+      "loss": 0.004,
       "step": 2000
     },
     {
       "epoch": 25.0,
       "eval_Claim": {
-        "f1-score": 0.7043327556325824,
-        "precision": 0.708672401767031,
-        "recall": 0.7000459347726229,
-        "support": 4354.0
+        "f1-score": 0.7145744441949248,
+        "precision": 0.7316624511381927,
+        "recall": 0.6982664033355278,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9363867684478372,
-        "precision": 0.9328263624841572,
-        "recall": 0.9399744572158365,
-        "support": 2349.0
+        "f1-score": 0.9116772823779193,
+        "precision": 0.8795575583777141,
+        "recall": 0.9462318201851035,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9992316384180792,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9144606653474219,
-        "precision": 0.9132672085912447,
-        "recall": 0.9156572454015254,
-        "support": 13374.0
+        "f1-score": 0.9222897565330862,
+        "precision": 0.920614245561116,
+        "recall": 0.9239713774597496,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9210437555575998,
-      "eval_loss": 0.6521892547607422,
+      "eval_accuracy": 0.9192439332737196,
+      "eval_loss": 0.6634725332260132,
       "eval_macro avg": {
-        "f1-score": 0.8887950473569604,
-        "precision": 0.8886914932106081,
-        "recall": 0.8889194093474961,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8719,
-      "eval_samples_per_second": 16.626,
-      "eval_steps_per_second": 2.258,
+        "f1-score": 0.8869432803810023,
+        "precision": 0.8829585637692556,
+        "recall": 0.8917335144172567,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8751,
+      "eval_samples_per_second": 16.41,
+      "eval_steps_per_second": 2.051,
       "eval_weighted avg": {
-        "f1-score": 0.9208669633417549,
-        "precision": 0.9207004694590575,
-        "recall": 0.9210437555575998,
-        "support": 32613.0
+        "f1-score": 0.9186261381483827,
+        "precision": 0.9182914290271974,
+        "recall": 0.9192439332737196,
+        "support": 32431.0
       },
       "step": 2025
     },
     {
       "epoch": 26.0,
       "eval_Claim": {
-        "f1-score": 0.70013357079252,
-        "precision": 0.6792656587473002,
-        "recall": 0.7223242994947175,
-        "support": 4354.0
+        "f1-score": 0.714535519125683,
+        "precision": 0.7117352492924015,
+        "recall": 0.717357910906298,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9349714043634824,
-        "precision": 0.9304384485666105,
-        "recall": 0.9395487441464453,
-        "support": 2349.0
+        "f1-score": 0.9060118543607113,
+        "precision": 0.8716904276985743,
+        "recall": 0.9431467606875276,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9990506758283985,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.9981031523800922,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9075579416991192,
-        "precision": 0.9179349904397706,
-        "recall": 0.8974128906834156,
-        "support": 13374.0
+        "f1-score": 0.9199431877230055,
+        "precision": 0.926393637061327,
+        "recall": 0.9135819457823036,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9165056879158617,
-      "eval_loss": 0.6482347846031189,
+      "eval_accuracy": 0.9169313311337918,
+      "eval_loss": 0.6303670406341553,
       "eval_macro avg": {
-        "f1-score": 0.8856657292137804,
-        "precision": 0.8819097744384202,
-        "recall": 0.8898214835811445,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9087,
-      "eval_samples_per_second": 16.501,
-      "eval_steps_per_second": 2.241,
+        "f1-score": 0.8848853092594496,
+        "precision": 0.8774548285130757,
+        "recall": 0.8930474424390553,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8348,
+      "eval_samples_per_second": 16.547,
+      "eval_steps_per_second": 2.068,
       "eval_weighted avg": {
-        "f1-score": 0.9173737254580834,
-        "precision": 0.9185167005798364,
-        "recall": 0.9165056879158617,
-        "support": 32613.0
+        "f1-score": 0.9171108994684886,
+        "precision": 0.9175310114557944,
+        "recall": 0.9169313311337918,
+        "support": 32431.0
       },
       "step": 2106
     },
     {
       "epoch": 27.0,
       "eval_Claim": {
-        "f1-score": 0.6918882072256305,
-        "precision": 0.6845773381294964,
-        "recall": 0.6993569131832797,
-        "support": 4354.0
+        "f1-score": 0.7246061922868008,
+        "precision": 0.717512908777969,
+        "recall": 0.7318411235461927,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9247223364870424,
-        "precision": 0.8945483485873458,
-        "recall": 0.9570029799914858,
-        "support": 2349.0
+        "f1-score": 0.9032534246575342,
+        "precision": 0.8780690803162713,
+        "recall": 0.9299250771264874,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9991864039052614,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.9983741306115076,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9091732729331824,
-        "precision": 0.9181152790484904,
-        "recall": 0.9004037685060565,
-        "support": 13374.0
+        "f1-score": 0.9229063442015175,
+        "precision": 0.9295735324911008,
+        "recall": 0.9163341131140773,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9159230981510441,
-      "eval_loss": 0.6850813627243042,
+      "eval_accuracy": 0.9193672720545157,
+      "eval_loss": 0.6543757319450378,
       "eval_macro avg": {
-        "f1-score": 0.8814459541614638,
-        "precision": 0.8743102414413331,
-        "recall": 0.8891909154202055,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8749,
-      "eval_samples_per_second": 16.616,
-      "eval_steps_per_second": 2.256,
+        "f1-score": 0.8874880912627785,
+        "precision": 0.8812888803963352,
+        "recall": 0.8941186110995663,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8562,
+      "eval_samples_per_second": 16.474,
+      "eval_steps_per_second": 2.059,
       "eval_weighted avg": {
-        "f1-score": 0.9161971414735486,
-        "precision": 0.9167147316420451,
-        "recall": 0.9159230981510441,
-        "support": 32613.0
+        "f1-score": 0.9197072530313251,
+        "precision": 0.9202142021449996,
+        "recall": 0.9193672720545157,
+        "support": 32431.0
       },
       "step": 2187
     },
     {
       "epoch": 28.0,
       "eval_Claim": {
-        "f1-score": 0.6900420757363254,
-        "precision": 0.7025226082817706,
-        "recall": 0.6779972439136426,
-        "support": 4354.0
+        "f1-score": 0.7182029107783169,
+        "precision": 0.6913705583756345,
+        "recall": 0.7472021066491112,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9335321687260333,
-        "precision": 0.9343283582089552,
-        "recall": 0.9327373350361856,
-        "support": 2349.0
+        "f1-score": 0.9016903914590747,
+        "precision": 0.9101930848675348,
+        "recall": 0.8933450859409432,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9992316384180792,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9118346714243236,
-        "precision": 0.9065779748706578,
-        "recall": 0.9171526843128458,
-        "support": 13374.0
+        "f1-score": 0.9179735039465906,
+        "precision": 0.9279437609841827,
+        "recall": 0.9082152194853447,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9181921319719131,
-      "eval_loss": 0.6860224604606628,
+      "eval_accuracy": 0.9153587616786408,
+      "eval_loss": 0.67218017578125,
       "eval_macro avg": {
-        "f1-score": 0.8838522289716705,
-        "precision": 0.8858572353403459,
-        "recall": 0.8819718158156685,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8824,
-      "eval_samples_per_second": 16.59,
-      "eval_steps_per_second": 2.253,
+        "f1-score": 0.8842746111505153,
+        "precision": 0.882376851056838,
+        "recall": 0.8868067171910112,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8266,
+      "eval_samples_per_second": 16.575,
+      "eval_steps_per_second": 2.072,
       "eval_weighted avg": {
-        "f1-score": 0.9176766061914672,
-        "precision": 0.9172444910254145,
-        "recall": 0.9181921319719131,
-        "support": 32613.0
+        "f1-score": 0.9165029304654106,
+        "precision": 0.9180579805194509,
+        "recall": 0.9153587616786408,
+        "support": 32431.0
       },
       "step": 2268
     },
     {
       "epoch": 29.0,
       "eval_Claim": {
-        "f1-score": 0.702871276481342,
-        "precision": 0.6608695652173913,
-        "recall": 0.7505741846577859,
-        "support": 4354.0
+        "f1-score": 0.7078925956061839,
+        "precision": 0.7525951557093425,
+        "recall": 0.6682027649769585,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9320307628351693,
-        "precision": 0.9106417546709992,
-        "recall": 0.9544487015751384,
-        "support": 2349.0
+        "f1-score": 0.9066271437645564,
+        "precision": 0.8724531377343113,
+        "recall": 0.9435874834728956,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9992316384180792,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9048953733922058,
-        "precision": 0.9299976323889195,
-        "recall": 0.8811126065500224,
-        "support": 13374.0
+        "f1-score": 0.9239400224405835,
+        "precision": 0.9132889695503126,
+        "recall": 0.9348424384202559,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9146352681446049,
-      "eval_loss": 0.7058882713317871,
+      "eval_accuracy": 0.9197064537017051,
+      "eval_loss": 0.7057467103004456,
       "eval_macro avg": {
-        "f1-score": 0.8849393814967517,
-        "precision": 0.8753772380693275,
-        "recall": 0.8965139306303251,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8777,
-      "eval_samples_per_second": 16.606,
-      "eval_steps_per_second": 2.255,
+        "f1-score": 0.8844228500573508,
+        "precision": 0.8845843157484916,
+        "recall": 0.8862742858896889,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8302,
+      "eval_samples_per_second": 16.562,
+      "eval_steps_per_second": 2.07,
       "eval_weighted avg": {
-        "f1-score": 0.9164202159722681,
-        "precision": 0.9195815136371419,
-        "recall": 0.9146352681446049,
-        "support": 32613.0
+        "f1-score": 0.9180734884048335,
+        "precision": 0.9174528746424986,
+        "recall": 0.9197064537017051,
+        "support": 32431.0
       },
       "step": 2349
     },
     {
       "epoch": 30.0,
       "eval_Claim": {
-        "f1-score": 0.6935711954748178,
-        "precision": 0.658813804505063,
-        "recall": 0.7322002756086358,
-        "support": 4354.0
+        "f1-score": 0.7153448663221748,
+        "precision": 0.7327963176064441,
+        "recall": 0.6987052885670397,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9355112431056427,
-        "precision": 0.9323467230443975,
-        "recall": 0.9386973180076629,
-        "support": 2349.0
+        "f1-score": 0.8877374784110534,
+        "precision": 0.8700804062632247,
+        "recall": 0.9061260467166152,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9992316384180792,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9033831149039927,
-        "precision": 0.9209258971570607,
-        "recall": 0.8864961866307761,
-        "support": 13374.0
+        "f1-score": 0.9262746978050201,
+        "precision": 0.9220124071170496,
+        "recall": 0.9305765790560067,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.913255450280563,
-      "eval_loss": 0.6731629967689514,
+      "eval_accuracy": 0.9194597761401129,
+      "eval_loss": 0.6960250735282898,
       "eval_macro avg": {
-        "f1-score": 0.8831064166906858,
-        "precision": 0.8780216061766303,
-        "recall": 0.8893285024963571,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9031,
-      "eval_samples_per_second": 16.52,
-      "eval_steps_per_second": 2.243,
+        "f1-score": 0.882147170239082,
+        "precision": 0.8812222827466796,
+        "recall": 0.8834680927570769,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8194,
+      "eval_samples_per_second": 16.6,
+      "eval_steps_per_second": 2.075,
       "eval_weighted avg": {
-        "f1-score": 0.9148091452468388,
-        "precision": 0.9171502378139044,
-        "recall": 0.913255450280563,
-        "support": 32613.0
+        "f1-score": 0.9188453276546991,
+        "precision": 0.918414282204774,
+        "recall": 0.9194597761401129,
+        "support": 32431.0
       },
       "step": 2430
     },
     {
       "epoch": 30.86,
-      "grad_norm": 0.004342585802078247,
+      "grad_norm": 0.009368549101054668,
       "learning_rate": 7.654320987654322e-06,
-      "loss": 0.0026,
+      "loss": 0.002,
       "step": 2500
     },
     {
       "epoch": 31.0,
       "eval_Claim": {
-        "f1-score": 0.7007920557985577,
-        "precision": 0.7220462850182704,
-        "recall": 0.6807533302710151,
-        "support": 4354.0
+        "f1-score": 0.723667100130039,
+        "precision": 0.7148362235067437,
+        "recall": 0.7327188940092166,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9436951402269322,
-        "precision": 0.9491817398794143,
-        "recall": 0.9382716049382716,
-        "support": 2349.0
+        "f1-score": 0.8953336240732664,
+        "precision": 0.8860595597755718,
+        "recall": 0.9048038783605112,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9991864039052614,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.9983741306115076,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9151526364477336,
-        "precision": 0.9058677019998534,
-        "recall": 0.9246298788694481,
-        "support": 13374.0
+        "f1-score": 0.9236620107868897,
+        "precision": 0.928283530229326,
+        "recall": 0.9190862804458511,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9219942967528286,
-      "eval_loss": 0.6748707294464111,
+      "eval_accuracy": 0.9189664210169283,
+      "eval_loss": 0.6865902543067932,
       "eval_macro avg": {
-        "f1-score": 0.8898999864378783,
-        "precision": 0.8942739317243846,
-        "recall": 0.8858937609542722,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8881,
-      "eval_samples_per_second": 16.571,
-      "eval_steps_per_second": 2.25,
+        "f1-score": 0.8854622847238642,
+        "precision": 0.8822948283779104,
+        "recall": 0.8887457958567716,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8664,
+      "eval_samples_per_second": 16.439,
+      "eval_steps_per_second": 2.055,
       "eval_weighted avg": {
-        "f1-score": 0.9211890913209031,
-        "precision": 0.9206295673042141,
-        "recall": 0.9219942967528286,
-        "support": 32613.0
+        "f1-score": 0.9193598504741339,
+        "precision": 0.9198190200735107,
+        "recall": 0.9189664210169283,
+        "support": 32431.0
       },
       "step": 2511
     },
     {
       "epoch": 32.0,
       "eval_Claim": {
-        "f1-score": 0.7010334054313868,
-        "precision": 0.7351310483870968,
-        "recall": 0.6699586587046394,
-        "support": 4354.0
+        "f1-score": 0.7149137639499492,
+        "precision": 0.7350486787204451,
+        "recall": 0.695852534562212,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9412010008340285,
-        "precision": 0.9223539027380466,
-        "recall": 0.9608343976160069,
-        "support": 2349.0
+        "f1-score": 0.8920269389528569,
+        "precision": 0.8796058269065982,
+        "recall": 0.9048038783605112,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.999322095177837,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.9986451088429229,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9177053667196804,
-        "precision": 0.9079997072385274,
-        "recall": 0.9276207566920891,
-        "support": 13374.0
+        "f1-score": 0.9260107310071427,
+        "precision": 0.919942961906702,
+        "recall": 0.9321590752717765,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9234047772360715,
-      "eval_loss": 0.7106999754905701,
+      "eval_accuracy": 0.9197372883969042,
+      "eval_loss": 0.6847501397132874,
       "eval_macro avg": {
-        "f1-score": 0.8899749715658463,
-        "precision": 0.8913711645909177,
-        "recall": 0.8895835106877722,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8986,
-      "eval_samples_per_second": 16.535,
-      "eval_steps_per_second": 2.246,
+        "f1-score": 0.8830683822719464,
+        "precision": 0.8836493668834363,
+        "recall": 0.8828651492593558,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8433,
+      "eval_samples_per_second": 16.518,
+      "eval_steps_per_second": 2.065,
       "eval_weighted avg": {
-        "f1-score": 0.9220884970034353,
-        "precision": 0.9213184308961812,
-        "recall": 0.9234047772360715,
-        "support": 32613.0
+        "f1-score": 0.9189974415520827,
+        "precision": 0.9184697807200564,
+        "recall": 0.9197372883969042,
+        "support": 32431.0
       },
       "step": 2592
     },
     {
       "epoch": 33.0,
       "eval_Claim": {
-        "f1-score": 0.711044912923923,
-        "precision": 0.709419295839049,
-        "recall": 0.7126779972439137,
-        "support": 4354.0
+        "f1-score": 0.7068796869905445,
+        "precision": 0.7002583979328165,
+        "recall": 0.7136273864384464,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9253022452504318,
-        "precision": 0.938677179150241,
-        "recall": 0.9123031077054066,
-        "support": 2349.0
+        "f1-score": 0.8840610884061089,
+        "precision": 0.8634453781512605,
+        "recall": 0.9056853239312472,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9987338337704622,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.9974708698401229,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9179324500839708,
-        "precision": 0.916325162059459,
-        "recall": 0.9195453865709585,
-        "support": 13374.0
+        "f1-score": 0.9202020901100422,
+        "precision": 0.9256474519632414,
+        "recall": 0.9148204210816018,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9223009229448379,
-      "eval_loss": 0.7237989902496338,
+      "eval_accuracy": 0.9141253738706793,
+      "eval_loss": 0.7124452590942383,
       "eval_macro avg": {
-        "f1-score": 0.8885599303841538,
-        "precision": 0.8911054092621873,
-        "recall": 0.8861116803146581,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8767,
-      "eval_samples_per_second": 16.609,
-      "eval_steps_per_second": 2.256,
+        "f1-score": 0.8774691748192894,
+        "precision": 0.8723378070118297,
+        "recall": 0.8829010003228546,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8097,
+      "eval_samples_per_second": 16.633,
+      "eval_steps_per_second": 2.079,
       "eval_weighted avg": {
-        "f1-score": 0.9223730749223835,
-        "precision": 0.9224756086618937,
-        "recall": 0.9223009229448379,
-        "support": 32613.0
+        "f1-score": 0.9145072552354695,
+        "precision": 0.9150070965816288,
+        "recall": 0.9141253738706793,
+        "support": 32431.0
       },
       "step": 2673
     },
     {
       "epoch": 34.0,
       "eval_Claim": {
-        "f1-score": 0.7148519468407553,
-        "precision": 0.7258522727272727,
-        "recall": 0.7041800643086816,
-        "support": 4354.0
+        "f1-score": 0.709584487534626,
+        "precision": 0.7166517457475381,
+        "recall": 0.7026552556506473,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9396058486967578,
-        "precision": 0.9354430379746835,
-        "recall": 0.9438058748403576,
-        "support": 2349.0
+        "f1-score": 0.8878668418747262,
+        "precision": 0.8824553765781454,
+        "recall": 0.8933450859409432,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9992316384180792,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.998464456688646,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9186834462729914,
-        "precision": 0.914936220706022,
-        "recall": 0.9224614924480335,
-        "support": 13374.0
+        "f1-score": 0.9230083030261442,
+        "precision": 0.9205447577333699,
+        "recall": 0.9254850694922251,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9246312820041088,
-      "eval_loss": 0.6951220035552979,
+      "eval_accuracy": 0.9168388270481946,
+      "eval_loss": 0.6949135661125183,
       "eval_macro avg": {
-        "f1-score": 0.8932753387721986,
-        "precision": 0.8940578828519945,
-        "recall": 0.8925919153338566,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9327,
-      "eval_samples_per_second": 16.421,
-      "eval_steps_per_second": 2.23,
+        "f1-score": 0.879922817713394,
+        "precision": 0.8799129700147633,
+        "recall": 0.8799874669431155,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8274,
+      "eval_samples_per_second": 16.572,
+      "eval_steps_per_second": 2.072,
       "eval_weighted avg": {
-        "f1-score": 0.9242195414603059,
-        "precision": 0.9238669704528689,
-        "recall": 0.9246312820041088,
-        "support": 32613.0
+        "f1-score": 0.9165811266694699,
+        "precision": 0.9163538208419149,
+        "recall": 0.9168388270481946,
+        "support": 32431.0
       },
       "step": 2754
     },
     {
       "epoch": 35.0,
       "eval_Claim": {
-        "f1-score": 0.7058540110816671,
-        "precision": 0.7421479229989868,
-        "recall": 0.6729444189251264,
-        "support": 4354.0
+        "f1-score": 0.7161833075049812,
+        "precision": 0.7225820862184499,
+        "recall": 0.7098968619705947,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.939966414777498,
-        "precision": 0.9271221532091097,
-        "recall": 0.9531715623669647,
-        "support": 2349.0
+        "f1-score": 0.9034467994005567,
+        "precision": 0.8784346378018318,
+        "recall": 0.9299250771264874,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9995933673699905,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.9991870653057537,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9197091070176086,
-        "precision": 0.9082756106452788,
-        "recall": 0.9314341259159563,
-        "support": 13374.0
+        "f1-score": 0.9223401323042998,
+        "precision": 0.9237405106970324,
+        "recall": 0.9209439933947984,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9248152577193144,
-      "eval_loss": 0.7126197814941406,
+      "eval_accuracy": 0.9186272393697388,
+      "eval_loss": 0.6991766691207886,
       "eval_macro avg": {
-        "f1-score": 0.8913724115387659,
-        "precision": 0.8943864217133439,
-        "recall": 0.8893675842366002,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9139,
-      "eval_samples_per_second": 16.484,
-      "eval_steps_per_second": 2.239,
+        "f1-score": 0.885390901644957,
+        "precision": 0.8811893086793285,
+        "recall": 0.8899882494494086,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8369,
+      "eval_samples_per_second": 16.539,
+      "eval_steps_per_second": 2.067,
       "eval_weighted avg": {
-        "f1-score": 0.923464846836294,
-        "precision": 0.9227118023915538,
-        "recall": 0.9248152577193144,
-        "support": 32613.0
+        "f1-score": 0.9184224283310388,
+        "precision": 0.9183379896562086,
+        "recall": 0.9186272393697388,
+        "support": 32431.0
       },
       "step": 2835
     },
     {
       "epoch": 36.0,
       "eval_Claim": {
-        "f1-score": 0.7094183778822989,
-        "precision": 0.7086866834746733,
-        "recall": 0.7101515847496555,
-        "support": 4354.0
+        "f1-score": 0.7000227946204696,
+        "precision": 0.7282428266540194,
+        "recall": 0.673908272986614,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9417721518987342,
-        "precision": 0.9335006273525721,
-        "recall": 0.9501915708812261,
-        "support": 2349.0
+        "f1-score": 0.9057333047025982,
+        "precision": 0.8831658291457286,
+        "recall": 0.9294843543411194,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.9999601132782897,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 0.9999202297383536,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9147501685519513,
-        "precision": 0.9164665265685981,
-        "recall": 0.9130402273067145,
-        "support": 13374.0
+        "f1-score": 0.9210652099692729,
+        "precision": 0.9141366223908919,
+        "recall": 0.9280996284574102,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9220249593720296,
-      "eval_loss": 0.7317129373550415,
+      "eval_accuracy": 0.9169930005241899,
+      "eval_loss": 0.7325878739356995,
       "eval_macro avg": {
-        "f1-score": 0.8914752029028185,
-        "precision": 0.889663459348961,
-        "recall": 0.8933259031689874,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9011,
-      "eval_samples_per_second": 16.527,
-      "eval_steps_per_second": 2.244,
+        "f1-score": 0.8816940360534948,
+        "precision": 0.8813863195476599,
+        "recall": 0.8828504824270013,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8521,
+      "eval_samples_per_second": 16.488,
+      "eval_steps_per_second": 2.061,
       "eval_weighted avg": {
-        "f1-score": 0.9220371979388616,
-        "precision": 0.9220629233688514,
-        "recall": 0.9220249593720296,
-        "support": 32613.0
+        "f1-score": 0.9158636638576222,
+        "precision": 0.9151604174161526,
+        "recall": 0.9169930005241899,
+        "support": 32431.0
       },
       "step": 2916
     },
     {
       "epoch": 37.0,
       "eval_Claim": {
-        "f1-score": 0.7016791711325474,
-        "precision": 0.7286668315607222,
-        "recall": 0.6766192007349564,
-        "support": 4354.0
+        "f1-score": 0.7043226381461676,
+        "precision": 0.7153202081918986,
+        "recall": 0.6936581084046521,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9388185654008439,
-        "precision": 0.9305729820158929,
-        "recall": 0.9472115793954874,
-        "support": 2349.0
+        "f1-score": 0.8989154013015185,
+        "precision": 0.8850918410935498,
+        "recall": 0.9131776112825033,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 0.999960116459937,
-        "precision": 0.9999202361011407,
-        "recall": 1.0,
-        "support": 12536.0
+        "f1-score": 0.9999548349216385,
+        "precision": 1.0,
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9166419899318923,
-        "precision": 0.9076381762204955,
-        "recall": 0.9258262299985046,
-        "support": 13374.0
+        "f1-score": 0.9208855328642527,
+        "precision": 0.9187726868022739,
+        "recall": 0.9230081188936288,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9226075491368473,
-      "eval_loss": 0.741832971572876,
+      "eval_accuracy": 0.91634547192501,
+      "eval_loss": 0.7374063730239868,
       "eval_macro avg": {
-        "f1-score": 0.8892749607313051,
-        "precision": 0.8916995564745628,
-        "recall": 0.887414252532237,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8986,
-      "eval_samples_per_second": 16.535,
-      "eval_steps_per_second": 2.246,
+        "f1-score": 0.8810196018083942,
+        "precision": 0.8797961840219305,
+        "recall": 0.8824383781259115,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8356,
+      "eval_samples_per_second": 16.544,
+      "eval_steps_per_second": 2.068,
       "eval_weighted avg": {
-        "f1-score": 0.9215670411961056,
-        "precision": 0.9208684993072555,
-        "recall": 0.9226075491368473,
-        "support": 32613.0
+        "f1-score": 0.9159103209784385,
+        "precision": 0.9155570227916499,
+        "recall": 0.91634547192501,
+        "support": 32431.0
       },
       "step": 2997
     },
     {
       "epoch": 37.04,
-      "grad_norm": 0.02783563733100891,
+      "grad_norm": 0.13183258473873138,
       "learning_rate": 5.185185185185185e-06,
-      "loss": 0.001,
+      "loss": 0.0012,
       "step": 3000
     },
     {
       "epoch": 38.0,
       "eval_Claim": {
-        "f1-score": 0.7192414431082331,
-        "precision": 0.7242664182580345,
-        "recall": 0.7142857142857143,
-        "support": 4354.0
+        "f1-score": 0.6968245125348189,
+        "precision": 0.7077863286555002,
+        "recall": 0.6861970594689488,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.940041928721174,
-        "precision": 0.9260636100784799,
-        "recall": 0.9544487015751384,
-        "support": 2349.0
+        "f1-score": 0.8926233085988651,
+        "precision": 0.8841331603977518,
+        "recall": 0.9012780960775673,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9176391382405745,
-        "precision": 0.9180511899416255,
-        "recall": 0.9172274562584118,
-        "support": 13374.0
+        "f1-score": 0.9194212042243862,
+        "precision": 0.9164046479835953,
+        "recall": 0.922457685427274,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9246312820041088,
-      "eval_loss": 0.7159741520881653,
+      "eval_accuracy": 0.9142178779562764,
+      "eval_loss": 0.7381414175033569,
       "eval_macro avg": {
-        "f1-score": 0.8942306275174954,
-        "precision": 0.892095304569535,
-        "recall": 0.8964904680298161,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8897,
-      "eval_samples_per_second": 16.565,
-      "eval_steps_per_second": 2.25,
+        "f1-score": 0.8772059650699272,
+        "precision": 0.8770810342592118,
+        "recall": 0.877460628724163,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8281,
+      "eval_samples_per_second": 16.57,
+      "eval_steps_per_second": 2.071,
       "eval_weighted avg": {
-        "f1-score": 0.9244240507984156,
-        "precision": 0.9242570759957419,
-        "recall": 0.9246312820041088,
-        "support": 32613.0
+        "f1-score": 0.9137602710507441,
+        "precision": 0.9133700963405134,
+        "recall": 0.9142178779562764,
+        "support": 32431.0
       },
       "step": 3078
     },
     {
       "epoch": 39.0,
       "eval_Claim": {
-        "f1-score": 0.6989553656220323,
-        "precision": 0.7233415233415234,
-        "recall": 0.6761598530087276,
-        "support": 4354.0
+        "f1-score": 0.6997294860234445,
+        "precision": 0.719351100811124,
+        "recall": 0.6811498793065613,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.937261551504875,
-        "precision": 0.9333051920641621,
-        "recall": 0.9412515964240102,
-        "support": 2349.0
+        "f1-score": 0.9017094017094017,
+        "precision": 0.8751555371215264,
+        "recall": 0.9299250771264874,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9162594402487784,
-        "precision": 0.907391113066432,
-        "recall": 0.9253028263795424,
-        "support": 13374.0
+        "f1-score": 0.9202920909184409,
+        "precision": 0.9171165015374103,
+        "recall": 0.9234897481766892,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9219023088952258,
-      "eval_loss": 0.7222980260848999,
+      "eval_accuracy": 0.9159754555826216,
+      "eval_loss": 0.7733151316642761,
       "eval_macro avg": {
-        "f1-score": 0.8881190893439215,
-        "precision": 0.8910094571180294,
-        "recall": 0.8856785689530701,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8729,
-      "eval_samples_per_second": 16.623,
-      "eval_steps_per_second": 2.257,
+        "f1-score": 0.8804214533932313,
+        "precision": 0.8779057848675151,
+        "recall": 0.8836185946331498,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.9105,
+      "eval_samples_per_second": 16.292,
+      "eval_steps_per_second": 2.036,
       "eval_weighted avg": {
-        "f1-score": 0.9209497071808923,
-        "precision": 0.920283679359095,
-        "recall": 0.9219023088952258,
-        "support": 32613.0
+        "f1-score": 0.9151944475074327,
+        "precision": 0.9146860137975935,
+        "recall": 0.9159754555826216,
+        "support": 32431.0
       },
       "step": 3159
     },
     {
       "epoch": 40.0,
       "eval_Claim": {
-        "f1-score": 0.680875980794004,
-        "precision": 0.6946236559139785,
-        "recall": 0.6676619200734957,
-        "support": 4354.0
+        "f1-score": 0.6766934825696631,
+        "precision": 0.7218905472636816,
+        "recall": 0.6368224709238535,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9202291758483913,
-        "precision": 0.9538602101416171,
-        "recall": 0.8888888888888888,
-        "support": 2349.0
+        "f1-score": 0.8926333981421473,
+        "precision": 0.8754237288135593,
+        "recall": 0.9105332745702953,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9999096657633243,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.999819347845723,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9115485467370831,
-        "precision": 0.9006057067795373,
-        "recall": 0.9227605802302976,
-        "support": 13374.0
+        "f1-score": 0.9188236888467272,
+        "precision": 0.9050861033239888,
+        "recall": 0.9329847254713086,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.915953760770245,
-      "eval_loss": 0.7755006551742554,
+      "eval_accuracy": 0.9126144738059264,
+      "eval_loss": 0.8124102354049683,
       "eval_macro avg": {
-        "f1-score": 0.8781634258448696,
-        "precision": 0.8872723932087833,
-        "recall": 0.8698278472981706,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9172,
-      "eval_samples_per_second": 16.473,
-      "eval_steps_per_second": 2.237,
+        "f1-score": 0.8720150588304654,
+        "precision": 0.8756000948503074,
+        "recall": 0.870039954702795,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8273,
+      "eval_samples_per_second": 16.573,
+      "eval_steps_per_second": 2.072,
       "eval_weighted avg": {
-        "f1-score": 0.9153773838195417,
-        "precision": 0.915147632966659,
-        "recall": 0.915953760770245,
-        "support": 32613.0
+        "f1-score": 0.9106490945027469,
+        "precision": 0.9096701640488858,
+        "recall": 0.9126144738059264,
+        "support": 32431.0
       },
       "step": 3240
     },
     {
       "epoch": 41.0,
       "eval_Claim": {
-        "f1-score": 0.7111719730685837,
-        "precision": 0.7067362213653889,
-        "recall": 0.7156637574644006,
-        "support": 4354.0
+        "f1-score": 0.6830284788145403,
+        "precision": 0.7228620436167607,
+        "recall": 0.6473557164801405,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9299660441426145,
-        "precision": 0.9272111722386797,
-        "recall": 0.9327373350361856,
-        "support": 2349.0
+        "f1-score": 0.9045826876245294,
+        "precision": 0.9088078291814946,
+        "recall": 0.9003966505068312,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9154765920761648,
-        "precision": 0.9178504321683577,
-        "recall": 0.9131149992522806,
-        "support": 13374.0
+        "f1-score": 0.9190962592166678,
+        "precision": 0.9038717402873869,
+        "recall": 0.9348424384202559,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9215650200840155,
-      "eval_loss": 0.7457175254821777,
+      "eval_accuracy": 0.9142487126514754,
+      "eval_loss": 0.8041703104972839,
       "eval_macro avg": {
-        "f1-score": 0.8891536523218408,
-        "precision": 0.8879494564431065,
-        "recall": 0.8903790229382167,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.9009,
-      "eval_samples_per_second": 16.527,
-      "eval_steps_per_second": 2.244,
+        "f1-score": 0.876665565144344,
+        "precision": 0.8838854032714106,
+        "recall": 0.8706261198325222,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8224,
+      "eval_samples_per_second": 16.589,
+      "eval_steps_per_second": 2.074,
       "eval_weighted avg": {
-        "f1-score": 0.9217341842473323,
-        "precision": 0.9219170340426572,
-        "recall": 0.9215650200840155,
-        "support": 32613.0
+        "f1-score": 0.9125128397228092,
+        "precision": 0.911598136675134,
+        "recall": 0.9142487126514754,
+        "support": 32431.0
       },
       "step": 3321
     },
     {
       "epoch": 42.0,
       "eval_Claim": {
-        "f1-score": 0.7124631992149166,
-        "precision": 0.6782229603487648,
-        "recall": 0.7503445107946716,
-        "support": 4354.0
+        "f1-score": 0.6939400568803326,
+        "precision": 0.6918211559432933,
+        "recall": 0.696071977177968,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9302426343154246,
-        "precision": 0.9470666078517865,
-        "recall": 0.9140059599829715,
-        "support": 2349.0
+        "f1-score": 0.8969750109601051,
+        "precision": 0.8922808547754034,
+        "recall": 0.9017188188629353,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9112906284370614,
-        "precision": 0.9246517355499115,
-        "recall": 0.8983101540302079,
-        "support": 13374.0
+        "f1-score": 0.9167729262156668,
+        "precision": 0.9183870745011393,
+        "recall": 0.9151644419980735,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9187747217367308,
-      "eval_loss": 0.7305595278739929,
+      "eval_accuracy": 0.9123677962443342,
+      "eval_loss": 0.7728341221809387,
       "eval_macro avg": {
-        "f1-score": 0.8884991154918507,
-        "precision": 0.8874853259376158,
-        "recall": 0.8906651562019627,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8913,
-      "eval_samples_per_second": 16.56,
-      "eval_steps_per_second": 2.249,
+        "f1-score": 0.8769107072444358,
+        "precision": 0.8756222713049591,
+        "recall": 0.8782162279904596,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8152,
+      "eval_samples_per_second": 16.614,
+      "eval_steps_per_second": 2.077,
       "eval_weighted avg": {
-        "f1-score": 0.9202099034773231,
-        "precision": 0.9223295784640139,
-        "recall": 0.9187747217367308,
-        "support": 32613.0
+        "f1-score": 0.9124725980114123,
+        "precision": 0.9125852427590434,
+        "recall": 0.9123677962443342,
+        "support": 32431.0
       },
       "step": 3402
     },
     {
       "epoch": 43.0,
       "eval_Claim": {
-        "f1-score": 0.7247613700168444,
-        "precision": 0.7090749285871237,
-        "recall": 0.7411575562700965,
-        "support": 4354.0
+        "f1-score": 0.7087594486438418,
+        "precision": 0.7181797702185176,
+        "recall": 0.6995830590300637,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.933246921581335,
-        "precision": 0.9473684210526315,
-        "recall": 0.9195402298850575,
-        "support": 2349.0
+        "f1-score": 0.9011231006386258,
+        "precision": 0.9005281690140845,
+        "recall": 0.9017188188629353,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9186326070623592,
-        "precision": 0.923071115808546,
-        "recall": 0.9142365784357709,
-        "support": 13374.0
+        "f1-score": 0.9225603070175438,
+        "precision": 0.9189078498293516,
+        "recall": 0.9262419155084629,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9244779689081041,
-      "eval_loss": 0.713043749332428,
+      "eval_accuracy": 0.9178255372945638,
+      "eval_loss": 0.7432543039321899,
       "eval_macro avg": {
-        "f1-score": 0.8941602246651347,
-        "precision": 0.8948786163620753,
-        "recall": 0.8937335911477313,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8816,
-      "eval_samples_per_second": 16.593,
-      "eval_steps_per_second": 2.253,
+        "f1-score": 0.8830994228054124,
+        "precision": 0.8844039472654884,
+        "recall": 0.8818633668310809,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8581,
+      "eval_samples_per_second": 16.467,
+      "eval_steps_per_second": 2.058,
       "eval_weighted avg": {
-        "f1-score": 0.9250789719038385,
-        "precision": 0.9258220268894141,
-        "recall": 0.9244779689081041,
-        "support": 32613.0
+        "f1-score": 0.9174387654537162,
+        "precision": 0.9170993900218476,
+        "recall": 0.9178255372945638,
+        "support": 32431.0
       },
       "step": 3483
     },
     {
       "epoch": 43.21,
-      "grad_norm": 0.0021550117526203394,
+      "grad_norm": 0.0030191524419933558,
       "learning_rate": 2.7160493827160496e-06,
-      "loss": 0.001,
+      "loss": 0.0009,
       "step": 3500
     },
     {
       "epoch": 44.0,
       "eval_Claim": {
-        "f1-score": 0.7143999086445129,
-        "precision": 0.7104247104247104,
-        "recall": 0.718419843821773,
-        "support": 4354.0
+        "f1-score": 0.7071469411092054,
+        "precision": 0.7382999044890163,
+        "recall": 0.6785165679174896,
+        "support": 4557.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9345754816853695,
-        "precision": 0.9296545914069082,
-        "recall": 0.9395487441464453,
-        "support": 2349.0
+        "f1-score": 0.9027962716378164,
+        "precision": 0.9092534644613322,
+        "recall": 0.8964301454385192,
+        "support": 2269.0
       },
       "eval_O": {
-        "f1-score": 1.0,
+        "f1-score": 0.9999548349216385,
         "precision": 1.0,
-        "recall": 1.0,
-        "support": 12536.0
+        "recall": 0.9999096739228616,
+        "support": 11071.0
       },
       "eval_Premise": {
-        "f1-score": 0.9163230111719278,
-        "precision": 0.9188721804511278,
-        "recall": 0.9137879467623747,
-        "support": 13374.0
+        "f1-score": 0.9254835425856802,
+        "precision": 0.9130289234065345,
+        "recall": 0.9382826475849732,
+        "support": 14534.0
       },
-      "eval_accuracy": 0.9226995369944501,
-      "eval_loss": 0.7186141014099121,
+      "eval_accuracy": 0.9198914618728994,
+      "eval_loss": 0.7702658772468567,
       "eval_macro avg": {
-        "f1-score": 0.8913246003754525,
-        "precision": 0.8897378705706865,
-        "recall": 0.8929391336826483,
-        "support": 32613.0
-      },
-      "eval_runtime": 4.8784,
-      "eval_samples_per_second": 16.604,
-      "eval_steps_per_second": 2.255,
+        "f1-score": 0.8838453975635852,
+        "precision": 0.8901455730892207,
+        "recall": 0.8782847587159609,
+        "support": 32431.0
+      },
+      "eval_runtime": 4.8623,
+      "eval_samples_per_second": 16.453,
+      "eval_steps_per_second": 2.057,
       "eval_weighted avg": {
-        "f1-score": 0.922844232671956,
-        "precision": 0.923004457294864,
-        "recall": 0.9226995369944501,
-        "support": 32613.0
+        "f1-score": 0.9186392999395205,
+        "precision": 0.9179023510964751,
+        "recall": 0.9198914618728994,
+        "support": 32431.0
       },
       "step": 3564
     }
@@ -2043,7 +2043,7 @@
   "num_input_tokens_seen": 0,
   "num_train_epochs": 50,
   "save_steps": 500,
-  "total_flos": 6307056090165600.0,
+  "total_flos": 6326704239979200.0,
   "train_batch_size": 4,
   "trial_name": null,
   "trial_params": null