Training in progress, epoch 29, checkpoint

checkpoint-2349/model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5a87f8fa4edacf97793dcadbff5b2e75442ad96f03cdb25ace3e8c0189ba2654
+oid sha256:73f893cd119769caa337662ac7ad24d40b563b86a71d0b95903d2efb87cf3d17
 size 592324828

checkpoint-2349/optimizer.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1eae0c5d8b8eade0c6bd545dd605330a747039987699cfb6f139e1ea4af0729d
+oid sha256:7af8b772f0ad390fe15b56af9010dcd4ab629a06fc778443bab0bd9677ba9d64
 size 1014657786

checkpoint-2349/rng_state.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2ee34e8787f45db18ff26894b40e12d289b82c56f36ac756701b94bfd8c7bd62
+oid sha256:a61d9b0a50203aa7e50c1fec93ffa66a6f7302e114ab037b17b0a96fea857321
 size 14244

checkpoint-2349/trainer_state.json

@@ -11,1333 +11,1333 @@
     {
       "epoch": 1.0,
       "eval_Claim": {
-        "f1-score": 0.5724454649827784,
-        "precision": 0.6002889477486154,
-        "recall": 0.5470704410796576,
-        "support": 4557.0
+        "f1-score": 0.5385059461955894,
+        "precision": 0.6267132491265789,
+        "recall": 0.4720647773279352,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.7860447185813415,
-        "precision": 0.698526892771497,
-        "recall": 0.8986337593653592,
-        "support": 2269.0
+        "f1-score": 0.7814784727863526,
+        "precision": 0.9588039867109635,
+        "recall": 0.6595063985374772,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9987820830889982,
-        "precision": 0.9975671292124707,
-        "recall": 1.0,
-        "support": 11071.0
+        "f1-score": 0.9938608715302625,
+        "precision": 0.9996969237763298,
+        "recall": 0.9880925634688834,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.8965445389824622,
-        "precision": 0.9051258677512096,
-        "recall": 0.8881243979633962,
-        "support": 14534.0
+        "f1-score": 0.8968837690149166,
+        "precision": 0.8455112497215416,
+        "recall": 0.954902824076986,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.8791279948197712,
-      "eval_loss": 0.3157936632633209,
+      "eval_accuracy": 0.8837548103353491,
+      "eval_loss": 0.2860471308231354,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8026822648817803,
+        "precision": 0.8576813523338533,
+        "recall": 0.7686416408528204,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9572,
+      "eval_samples_per_second": 16.34,
+      "eval_steps_per_second": 2.219,
       "eval_weighted avg": {
-        "f1-score": 0.8781740995293698,
-        "precision": 0.8793943851252293,
-        "recall": 0.8791279948197712,
-        "support": 32431.0
+        "f1-score": 0.8768739289107891,
+        "precision": 0.8792073379911217,
+        "recall": 0.8837548103353491,
+        "support": 36380.0
       },
       "step": 81
     },
     {
       "epoch": 2.0,
       "eval_Claim": {
-        "f1-score": 0.6090644692195831,
-        "precision": 0.680108254397835,
-        "recall": 0.5514592933947773,
-        "support": 4557.0
+        "f1-score": 0.6469459868753155,
+        "precision": 0.6453172205438067,
+        "recall": 0.648582995951417,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8585858585858586,
-        "precision": 0.8960229995208433,
-        "recall": 0.8241516086381666,
-        "support": 2269.0
+        "f1-score": 0.8435970110796187,
+        "precision": 0.9669226225634967,
+        "recall": 0.7481718464351006,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.999458141425088,
-        "precision": 0.9992776523702032,
-        "recall": 0.9996386956914461,
-        "support": 11071.0
+        "f1-score": 0.998877245508982,
+        "precision": 0.9983541557567143,
+        "recall": 0.9994008836965476,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9105885478942475,
-        "precision": 0.8801849235905997,
-        "recall": 0.9431677445988716,
-        "support": 14534.0
+        "f1-score": 0.9099026477336144,
+        "precision": 0.8972179761540813,
+        "recall": 0.922951129001824,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.8990780426135487,
-      "eval_loss": 0.24451124668121338,
+      "eval_accuracy": 0.903243540406817,
+      "eval_loss": 0.24885737895965576,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8498307227993828,
+        "precision": 0.8769529937545246,
+        "recall": 0.8297767137712222,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0097,
+      "eval_samples_per_second": 16.169,
+      "eval_steps_per_second": 2.196,
       "eval_weighted avg": {
-        "f1-score": 0.8949194640367888,
-        "precision": 0.8938342965082798,
-        "recall": 0.8990780426135487,
-        "support": 32431.0
+        "f1-score": 0.9028656814459712,
+        "precision": 0.9043261520711511,
+        "recall": 0.903243540406817,
+        "support": 36380.0
       },
       "step": 162
     },
     {
       "epoch": 3.0,
       "eval_Claim": {
-        "f1-score": 0.6542320859402667,
-        "precision": 0.7079713847726111,
-        "recall": 0.60807548825982,
-        "support": 4557.0
+        "f1-score": 0.7040630102775911,
+        "precision": 0.6698958142935478,
+        "recall": 0.7419028340080972,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8915187376725839,
-        "precision": 0.8866608544027899,
-        "recall": 0.8964301454385192,
-        "support": 2269.0
+        "f1-score": 0.8888411094388303,
+        "precision": 0.8392204628501827,
+        "recall": 0.9446983546617916,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9995936611133684,
-        "precision": 0.9992778479870013,
-        "recall": 0.9999096739228616,
-        "support": 11071.0
+        "f1-score": 0.998989104796136,
+        "precision": 0.9988769092542678,
+        "recall": 0.9991013255448213,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9157990498332153,
-        "precision": 0.8973258501155497,
-        "recall": 0.935048850970139,
-        "support": 14534.0
+        "f1-score": 0.914582593823615,
+        "precision": 0.9390987408880053,
+        "recall": 0.8913139191144097,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9085442940396534,
-      "eval_loss": 0.22665414214134216,
+      "eval_accuracy": 0.9137987905442551,
+      "eval_loss": 0.24298855662345886,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8766189545840432,
+        "precision": 0.8617729818215009,
+        "recall": 0.8942541083322799,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9876,
+      "eval_samples_per_second": 16.24,
+      "eval_steps_per_second": 2.205,
       "eval_weighted avg": {
-        "f1-score": 0.9059516032151627,
-        "precision": 0.9047762338408377,
-        "recall": 0.9085442940396534,
-        "support": 32431.0
+        "f1-score": 0.9154289662937856,
+        "precision": 0.9184781183611038,
+        "recall": 0.9137987905442551,
+        "support": 36380.0
       },
       "step": 243
     },
     {
       "epoch": 4.0,
       "eval_Claim": {
-        "f1-score": 0.6861642294713161,
-        "precision": 0.6424741478360781,
-        "recall": 0.7362299758613122,
-        "support": 4557.0
+        "f1-score": 0.6981611893583725,
+        "precision": 0.6754352763058289,
+        "recall": 0.7224696356275304,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8995515695067264,
-        "precision": 0.9155636695572797,
-        "recall": 0.884089907448215,
-        "support": 2269.0
+        "f1-score": 0.901231802911534,
+        "precision": 0.8836187966622749,
+        "recall": 0.9195612431444241,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9976481230212574,
-        "precision": 0.9990941208442794,
-        "recall": 0.9962063047601842,
-        "support": 11071.0
+        "f1-score": 0.9989130842172332,
+        "precision": 0.9998499399759904,
+        "recall": 0.9979779824758481,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9062532879739067,
-        "precision": 0.9242435081193219,
-        "recall": 0.8889500481629283,
-        "support": 14534.0
+        "f1-score": 0.9146224912392481,
+        "precision": 0.9266670970240785,
+        "recall": 0.9028869740235235,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9037649162838025,
-      "eval_loss": 0.2452327460050583,
+      "eval_accuracy": 0.9142935678944475,
+      "eval_loss": 0.23980534076690674,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8782321419315969,
+        "precision": 0.8713927774920431,
+        "recall": 0.8857239588178316,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9726,
+      "eval_samples_per_second": 16.289,
+      "eval_steps_per_second": 2.212,
       "eval_weighted avg": {
-        "f1-score": 0.9060584182508294,
-        "precision": 0.9095955973231696,
-        "recall": 0.9037649162838025,
-        "support": 32431.0
+        "f1-score": 0.9153623106642749,
+        "precision": 0.9168247558035478,
+        "recall": 0.9142935678944475,
+        "support": 36380.0
       },
       "step": 324
     },
     {
       "epoch": 5.0,
       "eval_Claim": {
-        "f1-score": 0.6640249759846301,
-        "precision": 0.7332272606735614,
-        "recall": 0.6067588325652842,
-        "support": 4557.0
+        "f1-score": 0.6650318783717509,
+        "precision": 0.6450999048525214,
+        "recall": 0.6862348178137652,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8848007008322383,
-        "precision": 0.8794079233783195,
-        "recall": 0.8902600264433671,
-        "support": 2269.0
+        "f1-score": 0.9172031076581575,
+        "precision": 0.8916702632714717,
+        "recall": 0.9442413162705667,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.999367774566474,
-        "precision": 0.9992775219001174,
-        "recall": 0.9994580435371692,
-        "support": 11071.0
+        "f1-score": 0.9982383147794145,
+        "precision": 0.9992495872730002,
+        "recall": 0.9972290870965326,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9201314377682404,
-        "precision": 0.8973839110529758,
-        "recall": 0.9440621989816981,
-        "support": 14534.0
+        "f1-score": 0.8998438545616774,
+        "precision": 0.9119622787753521,
+        "recall": 0.8880432731618341,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9118127717307515,
-      "eval_loss": 0.28411003947257996,
+      "eval_accuracy": 0.9040956569543706,
+      "eval_loss": 0.2932502031326294,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.87007928884275,
+        "precision": 0.8619955085430864,
+        "recall": 0.8789371235856747,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9595,
+      "eval_samples_per_second": 16.332,
+      "eval_steps_per_second": 2.218,
       "eval_weighted avg": {
-        "f1-score": 0.9087220731552942,
-        "precision": 0.9078434958291443,
-        "recall": 0.9118127717307515,
-        "support": 32431.0
+        "f1-score": 0.9051179642561333,
+        "precision": 0.9065430476942037,
+        "recall": 0.9040956569543706,
+        "support": 36380.0
       },
       "step": 405
     },
     {
       "epoch": 6.0,
       "eval_Claim": {
-        "f1-score": 0.6496087442553721,
-        "precision": 0.7484258729250143,
-        "recall": 0.5738424402018872,
-        "support": 4557.0
+        "f1-score": 0.6622698072805139,
+        "precision": 0.5740163325909429,
+        "recall": 0.7825910931174089,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8865800865800866,
-        "precision": 0.8711186729051468,
-        "recall": 0.9026002644336713,
-        "support": 2269.0
+        "f1-score": 0.9223704351629127,
+        "precision": 0.8842767295597485,
+        "recall": 0.9638939670932358,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9986892655367232,
-        "precision": 0.9994572100597069,
-        "recall": 0.9979225002258152,
-        "support": 11071.0
+        "f1-score": 0.9982004948639124,
+        "precision": 0.9993994444861497,
+        "recall": 0.9970044184827379,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9191778088205947,
-        "precision": 0.889647180015452,
-        "recall": 0.9507362047612495,
-        "support": 14534.0
+        "f1-score": 0.8780749379985253,
+        "precision": 0.9398091685199799,
+        "recall": 0.8239511918988616,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9105177145323918,
-      "eval_loss": 0.3082066774368286,
+      "eval_accuracy": 0.8902693787795491,
+      "eval_loss": 0.3604726195335388,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.865228918826466,
+        "precision": 0.8493754187892053,
+        "recall": 0.8918601676480611,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.991,
+      "eval_samples_per_second": 16.229,
+      "eval_steps_per_second": 2.204,
       "eval_weighted avg": {
-        "f1-score": 0.9061618943658084,
-        "precision": 0.9059932736781678,
-        "recall": 0.9105177145323918,
-        "support": 32431.0
+        "f1-score": 0.8955262233990811,
+        "precision": 0.9086708334194257,
+        "recall": 0.8902693787795491,
+        "support": 36380.0
       },
       "step": 486
     },
     {
       "epoch": 6.17,
-      "grad_norm": 0.8612700700759888,
+      "grad_norm": 17.04454231262207,
       "learning_rate": 1.7530864197530865e-05,
-      "loss": 0.2223,
+      "loss": 0.2104,
       "step": 500
     },
     {
       "epoch": 7.0,
       "eval_Claim": {
-        "f1-score": 0.6977381768334475,
-        "precision": 0.629950495049505,
-        "recall": 0.7818740399385561,
-        "support": 4557.0
+        "f1-score": 0.7037529399734124,
+        "precision": 0.7110973341599504,
+        "recall": 0.6965587044534413,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8892209178228387,
-        "precision": 0.8621688741721855,
-        "recall": 0.9180255619215514,
-        "support": 2269.0
+        "f1-score": 0.9196885428253615,
+        "precision": 0.8959687906371911,
+        "recall": 0.9446983546617916,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9988698521766648,
-        "precision": 0.9998190045248869,
-        "recall": 0.9979225002258152,
-        "support": 11071.0
+        "f1-score": 0.9987257327036954,
+        "precision": 0.9996248780853777,
+        "recall": 0.997828203399985,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9034227633516503,
-        "precision": 0.9449996243143738,
-        "recall": 0.8653502132929682,
-        "support": 14534.0
+        "f1-score": 0.9188781285372909,
+        "precision": 0.9187048098082364,
+        "recall": 0.9190515126737531,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9025623631710401,
-      "eval_loss": 0.3512111008167267,
+      "eval_accuracy": 0.9192963166575041,
+      "eval_loss": 0.36414769291877747,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8852613360099401,
+        "precision": 0.8813489531726889,
+        "recall": 0.8895341937972427,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9835,
+      "eval_samples_per_second": 16.254,
+      "eval_steps_per_second": 2.207,
       "eval_weighted avg": {
-        "f1-score": 0.9061105026169647,
-        "precision": 0.9136494810618672,
-        "recall": 0.9025623631710401,
-        "support": 32431.0
+        "f1-score": 0.9190227083446231,
+        "precision": 0.9188476996393494,
+        "recall": 0.9192963166575041,
+        "support": 36380.0
       },
       "step": 567
     },
     {
       "epoch": 8.0,
       "eval_Claim": {
-        "f1-score": 0.6987032799389779,
-        "precision": 0.6177710335525206,
-        "recall": 0.80403774412991,
-        "support": 4557.0
+        "f1-score": 0.7025399811853246,
+        "precision": 0.6562390158172232,
+        "recall": 0.7558704453441295,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9015364639688379,
-        "precision": 0.8856292517006803,
-        "recall": 0.9180255619215514,
-        "support": 2269.0
+        "f1-score": 0.9105835367206567,
+        "precision": 0.8848641655886158,
+        "recall": 0.9378427787934186,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.998915499322187,
-        "precision": 0.9994574554661362,
-        "recall": 0.9983741306115076,
-        "support": 11071.0
+        "f1-score": 0.9986513823331086,
+        "precision": 0.9991005172026085,
+        "recall": 0.9982026510896428,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.8976577489773016,
-        "precision": 0.9472075788830315,
-        "recall": 0.8530342644832806,
-        "support": 14534.0
+        "f1-score": 0.9083384525849526,
+        "precision": 0.9345974717232203,
+        "recall": 0.8835146864582678,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9003114304215103,
-      "eval_loss": 0.3705728054046631,
+      "eval_accuracy": 0.911544804837823,
+      "eval_loss": 0.35222452878952026,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8800283382060107,
+        "precision": 0.8687002925829169,
+        "recall": 0.8938576404213647,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9741,
+      "eval_samples_per_second": 16.285,
+      "eval_steps_per_second": 2.211,
       "eval_weighted avg": {
-        "f1-score": 0.9045397397569994,
-        "precision": 0.9144455555782818,
-        "recall": 0.9003114304215103,
-        "support": 32431.0
+        "f1-score": 0.9136769997620249,
+        "precision": 0.9174837257168467,
+        "recall": 0.911544804837823,
+        "support": 36380.0
       },
       "step": 648
     },
     {
       "epoch": 9.0,
       "eval_Claim": {
-        "f1-score": 0.6657139454567107,
-        "precision": 0.7278645833333334,
-        "recall": 0.6133421110379635,
-        "support": 4557.0
+        "f1-score": 0.6566933693658913,
+        "precision": 0.6275594908688434,
+        "recall": 0.6886639676113361,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8882521489971346,
-        "precision": 0.8884479717813051,
-        "recall": 0.8880564125165271,
-        "support": 2269.0
+        "f1-score": 0.8702745722244328,
+        "precision": 0.7706131078224101,
+        "recall": 0.9995429616087751,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9987339482727438,
-        "precision": 0.9999094612947035,
-        "recall": 0.9975611959172613,
-        "support": 11071.0
+        "f1-score": 0.9987648313807688,
+        "precision": 0.9983537862915295,
+        "recall": 0.9991762150827529,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9178854152690192,
-        "precision": 0.8955360649299646,
-        "recall": 0.9413788358332187,
-        "support": 14534.0
+        "f1-score": 0.9001826722338205,
+        "precision": 0.9350138917124077,
+        "recall": 0.8678533241084345,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9107335573987851,
-      "eval_loss": 0.41826051473617554,
+      "eval_accuracy": 0.8996426608026388,
+      "eval_loss": 0.4436376690864563,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8564788613012284,
+        "precision": 0.8328850691737977,
+        "recall": 0.8888091171028246,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0402,
+      "eval_samples_per_second": 16.071,
+      "eval_steps_per_second": 2.182,
       "eval_weighted avg": {
-        "f1-score": 0.9079779452489347,
-        "precision": 0.9071100542045434,
-        "recall": 0.9107335573987851,
-        "support": 32431.0
+        "f1-score": 0.9015045934020747,
+        "precision": 0.90662587513727,
+        "recall": 0.8996426608026388,
+        "support": 36380.0
       },
       "step": 729
     },
     {
       "epoch": 10.0,
       "eval_Claim": {
-        "f1-score": 0.6738416222952305,
-        "precision": 0.6964871194379391,
-        "recall": 0.652622339258284,
-        "support": 4557.0
+        "f1-score": 0.7371103705155853,
+        "precision": 0.7145572025845686,
+        "recall": 0.7611336032388664,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8951019550136641,
-        "precision": 0.8557073954983923,
-        "recall": 0.9382988100484795,
-        "support": 2269.0
+        "f1-score": 0.9365328549002018,
+        "precision": 0.9194187582562747,
+        "recall": 0.9542961608775137,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9989605459393501,
-        "precision": 0.9996382054992764,
-        "recall": 0.998283804534369,
-        "support": 11071.0
+        "f1-score": 0.9991386090408599,
+        "precision": 0.9993257416841475,
+        "recall": 0.9989515464689583,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9109121470961545,
-        "precision": 0.9083259218717931,
-        "recall": 0.9135131415990092,
-        "support": 14534.0
+        "f1-score": 0.9225428371233836,
+        "precision": 0.9344473837021743,
+        "recall": 0.9109377948298635,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9075267490980852,
-      "eval_loss": 0.5459077954292297,
+      "eval_accuracy": 0.9255085211654756,
+      "eval_loss": 0.44094258546829224,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8988311678950076,
+        "precision": 0.8919372715567913,
+        "recall": 0.9063297763538004,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9458,
+      "eval_samples_per_second": 16.378,
+      "eval_steps_per_second": 2.224,
       "eval_weighted avg": {
-        "f1-score": 0.9065515080853328,
-        "precision": 0.9060496255197702,
-        "recall": 0.9075267490980852,
-        "support": 32431.0
+        "f1-score": 0.9263184587909816,
+        "precision": 0.927497977075915,
+        "recall": 0.9255085211654756,
+        "support": 36380.0
       },
       "step": 810
     },
     {
       "epoch": 11.0,
       "eval_Claim": {
-        "f1-score": 0.6581417175035196,
-        "precision": 0.7070834383665239,
-        "recall": 0.6155365371955234,
-        "support": 4557.0
+        "f1-score": 0.6750768578394996,
+        "precision": 0.7086579123080348,
+        "recall": 0.6445344129554655,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.881979417560762,
-        "precision": 0.876414273281114,
-        "recall": 0.8876156897311591,
-        "support": 2269.0
+        "f1-score": 0.9008264462809917,
+        "precision": 0.8220211161387632,
+        "recall": 0.9963436928702011,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9999548390010388,
-        "precision": 0.9999096820809249,
-        "recall": 1.0,
-        "support": 11071.0
+        "f1-score": 0.9990631440884392,
+        "precision": 0.9998499849984999,
+        "recall": 0.9982775406275743,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9173079519373565,
-        "precision": 0.9002915065588976,
-        "recall": 0.9349800467868447,
-        "support": 14534.0
+        "f1-score": 0.9168605748066159,
+        "precision": 0.9167452681883921,
+        "recall": 0.9169759104346186,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9089759797724399,
-      "eval_loss": 0.5726844668388367,
+      "eval_accuracy": 0.9145959318306762,
+      "eval_loss": 0.4954843521118164,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8729567557538865,
+        "precision": 0.8618185704084225,
+        "recall": 0.8890328892219649,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0503,
+      "eval_samples_per_second": 16.039,
+      "eval_steps_per_second": 2.178,
       "eval_weighted avg": {
-        "f1-score": 0.9066330640790278,
-        "precision": 0.9054793272287636,
-        "recall": 0.9089759797724399,
-        "support": 32431.0
+        "f1-score": 0.9132365141301059,
+        "precision": 0.9132952764575458,
+        "recall": 0.9145959318306762,
+        "support": 36380.0
       },
       "step": 891
     },
     {
       "epoch": 12.0,
       "eval_Claim": {
-        "f1-score": 0.7079179557694512,
-        "precision": 0.7407673860911271,
-        "recall": 0.6778582400702217,
-        "support": 4557.0
+        "f1-score": 0.6857200770244248,
+        "precision": 0.6866247209255125,
+        "recall": 0.6848178137651821,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8947480331703169,
-        "precision": 0.8644207066557108,
-        "recall": 0.9272807404142794,
-        "support": 2269.0
+        "f1-score": 0.9214571488734471,
+        "precision": 0.8543537680593518,
+        "recall": 1.0,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.999186477447347,
-        "precision": 0.9999095431931253,
-        "recall": 0.998464456688646,
-        "support": 11071.0
+        "f1-score": 0.9987652935234033,
+        "precision": 0.9979811574697174,
+        "recall": 0.9995506627724107,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9243840851702722,
-        "precision": 0.9169374492282697,
-        "recall": 0.9319526627218935,
-        "support": 14534.0
+        "f1-score": 0.9127542413343095,
+        "precision": 0.9239592731022039,
+        "recall": 0.9018177243851815,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9186272393697388,
-      "eval_loss": 0.5660926699638367,
+      "eval_accuracy": 0.91412864211105,
+      "eval_loss": 0.5210011005401611,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8796741901888963,
+        "precision": 0.8657297298891964,
+        "recall": 0.8965465502306935,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9497,
+      "eval_samples_per_second": 16.365,
+      "eval_steps_per_second": 2.222,
       "eval_weighted avg": {
-        "f1-score": 0.917429533390557,
-        "precision": 0.9168331226787283,
-        "recall": 0.9186272393697388,
-        "support": 32431.0
+        "f1-score": 0.9140186385274314,
+        "precision": 0.9147147620844138,
+        "recall": 0.91412864211105,
+        "support": 36380.0
       },
       "step": 972
     },
     {
       "epoch": 12.35,
-      "grad_norm": 2.9101791381835938,
+      "grad_norm": 3.2667109966278076,
       "learning_rate": 1.506172839506173e-05,
-      "loss": 0.0294,
+      "loss": 0.0286,
       "step": 1000
     },
     {
       "epoch": 13.0,
       "eval_Claim": {
-        "f1-score": 0.6744648496900223,
-        "precision": 0.7221943887775552,
-        "recall": 0.6326530612244898,
-        "support": 4557.0
+        "f1-score": 0.7024380291747424,
+        "precision": 0.7079991774624718,
+        "recall": 0.6969635627530364,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9044719714465672,
-        "precision": 0.863672814755413,
-        "recall": 0.9493168796826796,
-        "support": 2269.0
+        "f1-score": 0.9075119409465915,
+        "precision": 0.8643507030603805,
+        "recall": 0.9552102376599635,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9995934041111363,
-        "precision": 0.9999096167751266,
-        "recall": 0.9992773913828923,
-        "support": 11071.0
+        "f1-score": 0.9986895802912875,
+        "precision": 0.9985774183887391,
+        "recall": 0.9988017673930952,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9161992180860105,
-        "precision": 0.9055171023452725,
-        "recall": 0.9271363698912893,
-        "support": 14534.0
+        "f1-score": 0.9200429808482398,
+        "precision": 0.9246014101505431,
+        "recall": 0.9155292785709793,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9119361105115475,
-      "eval_loss": 0.5764271020889282,
+      "eval_accuracy": 0.9188015393073117,
+      "eval_loss": 0.5909315347671509,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8821706328152152,
+        "precision": 0.8738821772655336,
+        "recall": 0.8916262115942686,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9699,
+      "eval_samples_per_second": 16.298,
+      "eval_steps_per_second": 2.213,
       "eval_weighted avg": {
-        "f1-score": 0.9098800911419986,
-        "precision": 0.909053016531805,
-        "recall": 0.9119361105115475,
-        "support": 32431.0
+        "f1-score": 0.9186076225687217,
+        "precision": 0.918717904416961,
+        "recall": 0.9188015393073117,
+        "support": 36380.0
       },
       "step": 1053
     },
     {
       "epoch": 14.0,
       "eval_Claim": {
-        "f1-score": 0.7047413793103449,
-        "precision": 0.6923565530383231,
-        "recall": 0.717577353522054,
-        "support": 4557.0
+        "f1-score": 0.7095000509113125,
+        "precision": 0.7137881581643106,
+        "recall": 0.7052631578947368,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9112001687407719,
-        "precision": 0.8737864077669902,
-        "recall": 0.9519612163948876,
-        "support": 2269.0
+        "f1-score": 0.921028466483012,
+        "precision": 0.9252767527675276,
+        "recall": 0.916819012797075,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9992316384180792,
+        "f1-score": 0.9994754982766372,
         "precision": 1.0,
-        "recall": 0.998464456688646,
-        "support": 11071.0
+        "recall": 0.9989515464689583,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9145424153781864,
-        "precision": 0.9258919757439007,
-        "recall": 0.903467730838035,
-        "support": 14534.0
+        "f1-score": 0.9206986297074409,
+        "precision": 0.9180215107553776,
+        "recall": 0.9233914082646707,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9131694983195091,
-      "eval_loss": 0.5468704700469971,
+      "eval_accuracy": 0.9211105002748763,
+      "eval_loss": 0.559357225894928,
       "eval_macro avg": {
-        "f1-score": 0.8824289004618456,
-        "precision": 0.8730087341373035,
-        "recall": 0.8928676893609057,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.8411,
-      "eval_samples_per_second": 16.525,
-      "eval_steps_per_second": 2.066,
+        "f1-score": 0.8876756613446006,
+        "precision": 0.889271605421804,
+        "recall": 0.8861062813563602,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9811,
+      "eval_samples_per_second": 16.262,
+      "eval_steps_per_second": 2.208,
       "eval_weighted avg": {
-        "f1-score": 0.9137390947680665,
-        "precision": 0.9147298617643856,
-        "recall": 0.9131694983195091,
-        "support": 32431.0
+        "f1-score": 0.9209544908843665,
+        "precision": 0.9208148168193181,
+        "recall": 0.9211105002748763,
+        "support": 36380.0
       },
       "step": 1134
     },
     {
       "epoch": 15.0,
       "eval_Claim": {
-        "f1-score": 0.6868638486408813,
-        "precision": 0.7559304164470216,
-        "recall": 0.6293614219881501,
-        "support": 4557.0
+        "f1-score": 0.6915445526531356,
+        "precision": 0.6282454109475774,
+        "recall": 0.7690283400809717,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9058546000428909,
-        "precision": 0.8822055137844611,
-        "recall": 0.9308065226972234,
-        "support": 2269.0
+        "f1-score": 0.9327135900841081,
+        "precision": 0.9042918454935622,
+        "recall": 0.9629798903107861,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9999548349216385,
-        "precision": 1.0,
-        "recall": 0.9999096739228616,
-        "support": 11071.0
+        "f1-score": 0.9995130539011873,
+        "precision": 0.9998501199040767,
+        "recall": 0.9991762150827529,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9218029420675262,
-        "precision": 0.9023924075660713,
-        "recall": 0.9420668776661622,
-        "support": 14534.0
+        "f1-score": 0.8984226716408141,
+        "precision": 0.936421311139914,
+        "recall": 0.8633876344424177,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9170855046097869,
-      "eval_loss": 0.6552095413208008,
+      "eval_accuracy": 0.9064046179219352,
+      "eval_loss": 0.6213898658752441,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8805484670698113,
+        "precision": 0.8672021718712826,
+        "recall": 0.898643019979232,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9756,
+      "eval_samples_per_second": 16.28,
+      "eval_steps_per_second": 2.211,
       "eval_weighted avg": {
-        "f1-score": 0.9143537536055225,
-        "precision": 0.9137205288178378,
-        "recall": 0.9170855046097869,
-        "support": 32431.0
+        "f1-score": 0.9094977265082566,
+        "precision": 0.9159231436204942,
+        "recall": 0.9064046179219352,
+        "support": 36380.0
       },
       "step": 1215
     },
     {
       "epoch": 16.0,
       "eval_Claim": {
-        "f1-score": 0.7261954261954263,
-        "precision": 0.6899071696622556,
-        "recall": 0.7665130568356375,
-        "support": 4557.0
+        "f1-score": 0.6819089456869009,
+        "precision": 0.6727738376674547,
+        "recall": 0.6912955465587044,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9104052573932091,
-        "precision": 0.9050522648083623,
-        "recall": 0.9158219479947113,
-        "support": 2269.0
+        "f1-score": 0.9290586630286495,
+        "precision": 0.9244343891402715,
+        "recall": 0.9337294332723949,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9999548349216385,
+        "f1-score": 0.9998127410958391,
         "precision": 1.0,
-        "recall": 0.9999096739228616,
-        "support": 11071.0
+        "recall": 0.9996255523103422,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9186291000841041,
-        "precision": 0.9360805599200114,
-        "recall": 0.9018164304389706,
-        "support": 14534.0
+        "f1-score": 0.9087691578448412,
+        "precision": 0.9131843007748,
+        "recall": 0.9043965029247123,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9172705127809812,
-      "eval_loss": 0.604762613773346,
+      "eval_accuracy": 0.9121770203408466,
+      "eval_loss": 0.6214332580566406,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8798873769140577,
+        "precision": 0.8775981318956315,
+        "recall": 0.8822617587665385,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.962,
+      "eval_samples_per_second": 16.324,
+      "eval_steps_per_second": 2.217,
       "eval_weighted avg": {
-        "f1-score": 0.918776399254959,
-        "precision": 0.92113920073012,
-        "recall": 0.9172705127809812,
-        "support": 32431.0
+        "f1-score": 0.9126011797368843,
+        "precision": 0.9130808795913876,
+        "recall": 0.9121770203408466,
+        "support": 36380.0
       },
       "step": 1296
     },
     {
       "epoch": 17.0,
       "eval_Claim": {
-        "f1-score": 0.6726977499420088,
-        "precision": 0.7134071340713407,
-        "recall": 0.6363835856923414,
-        "support": 4557.0
+        "f1-score": 0.6977198697068404,
+        "precision": 0.7524590163934426,
+        "recall": 0.6504048582995952,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.898166556218246,
-        "precision": 0.9003542958370239,
-        "recall": 0.8959894226531512,
-        "support": 2269.0
+        "f1-score": 0.935002195871761,
+        "precision": 0.8998309382924767,
+        "recall": 0.9730347349177331,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9999548349216385,
-        "precision": 1.0,
-        "recall": 0.9999096739228616,
-        "support": 11071.0
+        "f1-score": 0.9994757732344791,
+        "precision": 0.9994757732344791,
+        "recall": 0.9994757732344791,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9172189909373732,
-        "precision": 0.9018486500864477,
-        "recall": 0.9331223338378973,
-        "support": 14534.0
+        "f1-score": 0.9219572623103128,
+        "precision": 0.908120309926179,
+        "recall": 0.9362224039247752,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9116277635595572,
-      "eval_loss": 0.6666390299797058,
+      "eval_accuracy": 0.9228422210005498,
+      "eval_loss": 0.6075455546379089,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8885387752808483,
+        "precision": 0.8899715094616443,
+        "recall": 0.8897844425941457,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0046,
+      "eval_samples_per_second": 16.185,
+      "eval_steps_per_second": 2.198,
       "eval_weighted avg": {
-        "f1-score": 0.9097710324765249,
-        "precision": 0.9087714991080675,
-        "recall": 0.9116277635595572,
-        "support": 32431.0
+        "f1-score": 0.9207454500932067,
+        "precision": 0.9200160099363349,
+        "recall": 0.9228422210005498,
+        "support": 36380.0
       },
       "step": 1377
     },
     {
       "epoch": 18.0,
       "eval_Claim": {
-        "f1-score": 0.7242054854157598,
-        "precision": 0.7184193478730296,
-        "recall": 0.7300855826201448,
-        "support": 4557.0
+        "f1-score": 0.6748943740271293,
+        "precision": 0.7486433152442032,
+        "recall": 0.6143724696356275,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.91550204257149,
-        "precision": 0.8937867338371117,
-        "recall": 0.9382988100484795,
-        "support": 2269.0
+        "f1-score": 0.9180620674257648,
+        "precision": 0.8974247053688346,
+        "recall": 0.9396709323583181,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9999548349216385,
-        "precision": 1.0,
-        "recall": 0.9999096739228616,
-        "support": 11071.0
+        "f1-score": 0.9997753145596164,
+        "precision": 0.9998501984870047,
+        "recall": 0.9997004418482738,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9218198185721211,
-        "precision": 0.9277948146083078,
-        "recall": 0.9159212880143113,
-        "support": 14534.0
+        "f1-score": 0.9206027683147655,
+        "precision": 0.898945097099017,
+        "recall": 0.9433297691678721,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9200456353488946,
-      "eval_loss": 0.5898464918136597,
+      "eval_accuracy": 0.9191313908741067,
+      "eval_loss": 0.6335331201553345,
       "eval_macro avg": {
-        "f1-score": 0.8903705453702524,
-        "precision": 0.8850002240796123,
-        "recall": 0.8960538386514494,
-        "support": 32431.0
-      },
-      "eval_runtime": 4.8354,
-      "eval_samples_per_second": 16.545,
-      "eval_steps_per_second": 2.068,
+        "f1-score": 0.878333631081819,
+        "precision": 0.8862158290497649,
+        "recall": 0.874268403252523,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9489,
+      "eval_samples_per_second": 16.367,
+      "eval_steps_per_second": 2.223,
       "eval_weighted avg": {
-        "f1-score": 0.9202833015380038,
-        "precision": 0.9206441029524512,
-        "recall": 0.9200456353488946,
-        "support": 32431.0
+        "f1-score": 0.9161451676737934,
+        "precision": 0.9154807870211,
+        "recall": 0.9191313908741067,
+        "support": 36380.0
       },
       "step": 1458
     },
     {
       "epoch": 18.52,
-      "grad_norm": 0.2594422399997711,
+      "grad_norm": 0.10011027753353119,
       "learning_rate": 1.2592592592592593e-05,
-      "loss": 0.0093,
+      "loss": 0.0091,
       "step": 1500
     },
     {
       "epoch": 19.0,
       "eval_Claim": {
-        "f1-score": 0.7198604752561586,
-        "precision": 0.7151830192765866,
-        "recall": 0.7245995172262454,
-        "support": 4557.0
+        "f1-score": 0.7046035805626598,
+        "precision": 0.7439243924392439,
+        "recall": 0.6692307692307692,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9025769956002515,
-        "precision": 0.860223642172524,
-        "recall": 0.9493168796826796,
-        "support": 2269.0
+        "f1-score": 0.9264422045893201,
+        "precision": 0.8727272727272727,
+        "recall": 0.9872029250457038,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9975098474215601,
+        "f1-score": 0.999213041034289,
         "precision": 1.0,
-        "recall": 0.9950320657573841,
-        "support": 11071.0
+        "recall": 0.9984273197034375,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9212571111419453,
-        "precision": 0.9289911851126347,
-        "recall": 0.9136507499655979,
-        "support": 14534.0
+        "f1-score": 0.921880854252529,
+        "precision": 0.9153078306156612,
+        "recall": 0.9285489653437323,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9173630168665783,
-      "eval_loss": 0.6108261346817017,
+      "eval_accuracy": 0.9225123694337548,
+      "eval_loss": 0.6328368782997131,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8880349201096995,
+        "precision": 0.8829898739455444,
+        "recall": 0.8958524948309107,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9991,
+      "eval_samples_per_second": 16.203,
+      "eval_steps_per_second": 2.2,
       "eval_weighted avg": {
-        "f1-score": 0.9176816552958715,
-        "precision": 0.9183773040411919,
-        "recall": 0.9173630168665783,
-        "support": 32431.0
+        "f1-score": 0.9210355324440019,
+        "precision": 0.9205605544347316,
+        "recall": 0.9225123694337548,
+        "support": 36380.0
       },
       "step": 1539
     },
     {
       "epoch": 20.0,
       "eval_Claim": {
-        "f1-score": 0.7150392937883518,
-        "precision": 0.7018174133558749,
-        "recall": 0.7287689269256089,
-        "support": 4557.0
+        "f1-score": 0.6881697835679765,
+        "precision": 0.7153778942769768,
+        "recall": 0.6629554655870445,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8972902097902098,
-        "precision": 0.8899003034243607,
-        "recall": 0.9048038783605112,
-        "support": 2269.0
+        "f1-score": 0.9309440559440559,
+        "precision": 0.8919597989949749,
+        "recall": 0.973491773308958,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9992316384180792,
-        "precision": 1.0,
-        "recall": 0.998464456688646,
-        "support": 11071.0
+        "f1-score": 0.9997753313862053,
+        "precision": 0.9997753313862053,
+        "recall": 0.9997753313862053,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9203380437794403,
-        "precision": 0.9266285395452644,
-        "recall": 0.9141323792486583,
-        "support": 14534.0
+        "f1-score": 0.9161451814768461,
+        "precision": 0.9115248116555632,
+        "recall": 0.92081262972514,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9162221331442139,
-      "eval_loss": 0.6273905038833618,
+      "eval_accuracy": 0.9179494227597581,
+      "eval_loss": 0.6887677907943726,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.883758588093771,
+        "precision": 0.87965945907843,
+        "recall": 0.8892588000018369,
+        "support": 36380.0
+      },
+      "eval_runtime": 5.0229,
+      "eval_samples_per_second": 16.126,
+      "eval_steps_per_second": 2.19,
       "eval_weighted avg": {
-        "f1-score": 0.9168102169228345,
-        "precision": 0.9175167258142971,
-        "recall": 0.9162221331442139,
-        "support": 32431.0
+        "f1-score": 0.916774507023963,
+        "precision": 0.9161052176591827,
+        "recall": 0.9179494227597581,
+        "support": 36380.0
       },
       "step": 1620
     },
     {
       "epoch": 21.0,
       "eval_Claim": {
-        "f1-score": 0.7209400804573365,
-        "precision": 0.6964614440580896,
-        "recall": 0.7472021066491112,
-        "support": 4557.0
+        "f1-score": 0.6423871114136601,
+        "precision": 0.7307692307692307,
+        "recall": 0.573076923076923,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9076372817168105,
-        "precision": 0.8683574879227053,
-        "recall": 0.9506390480387836,
-        "support": 2269.0
+        "f1-score": 0.8879392212725545,
+        "precision": 0.9239130434782609,
+        "recall": 0.8546617915904936,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.999186477447347,
-        "precision": 0.9999095431931253,
-        "recall": 0.998464456688646,
-        "support": 11071.0
+        "f1-score": 0.9984999624990625,
+        "precision": 1.0,
+        "recall": 0.9970044184827379,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9181764025650909,
-        "precision": 0.9355852317360566,
-        "recall": 0.9014036053392046,
-        "support": 14534.0
+        "f1-score": 0.9172614007499698,
+        "precision": 0.883336245558856,
+        "recall": 0.9538964714761935,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.916314637229811,
-      "eval_loss": 0.6812385320663452,
+      "eval_accuracy": 0.9120395821880154,
+      "eval_loss": 0.7241741418838501,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8615219239838117,
+        "precision": 0.8845046299515869,
+        "recall": 0.844659901156587,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9949,
+      "eval_samples_per_second": 16.217,
+      "eval_steps_per_second": 2.202,
       "eval_weighted avg": {
-        "f1-score": 0.917379120765938,
-        "precision": 0.9192399941849548,
-        "recall": 0.916314637229811,
-        "support": 32431.0
+        "f1-score": 0.9079909938510604,
+        "precision": 0.9078802833224489,
+        "recall": 0.9120395821880154,
+        "support": 36380.0
       },
       "step": 1701
     },
     {
       "epoch": 22.0,
       "eval_Claim": {
-        "f1-score": 0.7066195738862937,
-        "precision": 0.7348341232227488,
-        "recall": 0.6804915514592934,
-        "support": 4557.0
+        "f1-score": 0.6720596061734965,
+        "precision": 0.7086419753086419,
+        "recall": 0.6390688259109312,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9032682605834613,
-        "precision": 0.8991266375545851,
-        "recall": 0.9074482150727192,
-        "support": 2269.0
+        "f1-score": 0.9051685393258427,
+        "precision": 0.8903625110521662,
+        "recall": 0.9204753199268738,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9992316384180792,
-        "precision": 1.0,
-        "recall": 0.998464456688646,
-        "support": 11071.0
+        "f1-score": 0.9997004867090977,
+        "precision": 0.9995507973347308,
+        "recall": 0.9998502209241369,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9243903268596307,
-        "precision": 0.914037801843008,
-        "recall": 0.9349800467868447,
-        "support": 14534.0
+        "f1-score": 0.9166278528178853,
+        "precision": 0.9051882742548755,
+        "recall": 0.9283602742310837,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9189664210169283,
-      "eval_loss": 0.6876958012580872,
+      "eval_accuracy": 0.9148433205057724,
+      "eval_loss": 0.7163732051849365,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8733891212565805,
+        "precision": 0.8759358894876037,
+        "recall": 0.8719386602482564,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9476,
+      "eval_samples_per_second": 16.371,
+      "eval_steps_per_second": 2.223,
       "eval_weighted avg": {
-        "f1-score": 0.917861415342362,
-        "precision": 0.9171589791287257,
-        "recall": 0.9189664210169283,
-        "support": 32431.0
+        "f1-score": 0.9132201772820274,
+        "precision": 0.9122428450081295,
+        "recall": 0.9148433205057724,
+        "support": 36380.0
       },
       "step": 1782
     },
     {
       "epoch": 23.0,
       "eval_Claim": {
-        "f1-score": 0.7040384395378104,
-        "precision": 0.7354206500956023,
-        "recall": 0.6752249286811499,
-        "support": 4557.0
+        "f1-score": 0.7022826614861584,
+        "precision": 0.6750700280112045,
+        "recall": 0.7317813765182186,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.90536013400335,
-        "precision": 0.8623853211009175,
-        "recall": 0.9528426619656236,
-        "support": 2269.0
+        "f1-score": 0.9080485115766262,
+        "precision": 0.8772901576480614,
+        "recall": 0.9410420475319927,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9991412429378531,
-        "precision": 0.9999095350099512,
-        "recall": 0.9983741306115076,
-        "support": 11071.0
+        "f1-score": 0.9988753936122357,
+        "precision": 1.0,
+        "recall": 0.9977533138620535,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9212183436002738,
-        "precision": 0.9164510418085251,
-        "recall": 0.9260355029585798,
-        "support": 14534.0
+        "f1-score": 0.9134190823574582,
+        "precision": 0.9295994789970694,
+        "recall": 0.8977923139820114,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9173630168665783,
-      "eval_loss": 0.6735763549804688,
+      "eval_accuracy": 0.9145409565695437,
+      "eval_loss": 0.695353627204895,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8806564122581195,
+        "precision": 0.8704899161640838,
+        "recall": 0.892092262973569,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9626,
+      "eval_samples_per_second": 16.322,
+      "eval_steps_per_second": 2.217,
       "eval_weighted avg": {
-        "f1-score": 0.9161926989447983,
-        "precision": 0.9157214424409951,
-        "recall": 0.9173630168665783,
-        "support": 32431.0
+        "f1-score": 0.9157921828580727,
+        "precision": 0.9177311412832249,
+        "recall": 0.9145409565695437,
+        "support": 36380.0
       },
       "step": 1863
     },
     {
       "epoch": 24.0,
       "eval_Claim": {
-        "f1-score": 0.7284623773173391,
-        "precision": 0.724040754389768,
-        "recall": 0.7329383366249725,
-        "support": 4557.0
+        "f1-score": 0.6945771284068559,
+        "precision": 0.6463308349311487,
+        "recall": 0.7506072874493928,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.8918801563178463,
-        "precision": 0.8789045785194695,
-        "recall": 0.9052446011458792,
-        "support": 2269.0
+        "f1-score": 0.9287416071041802,
+        "precision": 0.8826677645121449,
+        "recall": 0.979890310786106,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9992316384180792,
+        "f1-score": 0.9992880428673137,
         "precision": 1.0,
-        "recall": 0.998464456688646,
-        "support": 11071.0
+        "recall": 0.9985770987793006,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9255205276060909,
-        "precision": 0.9289526582103002,
-        "recall": 0.9221136645108022,
-        "support": 14534.0
+        "f1-score": 0.9030182916923878,
+        "precision": 0.9339381720430108,
+        "recall": 0.8740801308258381,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.920415651691283,
-      "eval_loss": 0.6322010159492493,
+      "eval_accuracy": 0.9093732820230896,
+      "eval_loss": 0.7689566016197205,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8814062675176844,
+        "precision": 0.8657341928715762,
+        "recall": 0.9007887069601594,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9669,
+      "eval_samples_per_second": 16.308,
+      "eval_steps_per_second": 2.215,
       "eval_weighted avg": {
-        "f1-score": 0.9206403732624274,
-        "precision": 0.9209116629411165,
-        "recall": 0.920415651691283,
-        "support": 32431.0
+        "f1-score": 0.911596446033489,
+        "precision": 0.9160482240413489,
+        "recall": 0.9093732820230896,
+        "support": 36380.0
       },
       "step": 1944
     },
     {
       "epoch": 24.69,
-      "grad_norm": 0.6325204968452454,
+      "grad_norm": 0.003183299908414483,
       "learning_rate": 1.0123456790123458e-05,
-      "loss": 0.004,
+      "loss": 0.0045,
       "step": 2000
     },
     {
       "epoch": 25.0,
       "eval_Claim": {
-        "f1-score": 0.7145744441949248,
-        "precision": 0.7316624511381927,
-        "recall": 0.6982664033355278,
-        "support": 4557.0
+        "f1-score": 0.6596491228070176,
+        "precision": 0.7481386392811297,
+        "recall": 0.5898785425101215,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9116772823779193,
-        "precision": 0.8795575583777141,
-        "recall": 0.9462318201851035,
-        "support": 2269.0
+        "f1-score": 0.9256909832351607,
+        "precision": 0.9177897574123989,
+        "recall": 0.9337294332723949,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9992316384180792,
-        "precision": 1.0,
-        "recall": 0.998464456688646,
-        "support": 11071.0
+        "f1-score": 0.9998876614866129,
+        "precision": 0.9999251048532055,
+        "recall": 0.9998502209241369,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9222897565330862,
-        "precision": 0.920614245561116,
-        "recall": 0.9239713774597496,
-        "support": 14534.0
+        "f1-score": 0.9174541242455649,
+        "precision": 0.8901046903649376,
+        "recall": 0.9465375180828983,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9192439332737196,
-      "eval_loss": 0.6634725332260132,
+      "eval_accuracy": 0.9169048927982408,
+      "eval_loss": 0.7267045378684998,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8756704729435891,
+        "precision": 0.888989547977918,
+        "recall": 0.867498928697388,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9577,
+      "eval_samples_per_second": 16.338,
+      "eval_steps_per_second": 2.219,
       "eval_weighted avg": {
-        "f1-score": 0.9186261381483827,
-        "precision": 0.9182914290271974,
-        "recall": 0.9192439332737196,
-        "support": 32431.0
+        "f1-score": 0.9131990545133639,
+        "precision": 0.9128010792876335,
+        "recall": 0.9169048927982408,
+        "support": 36380.0
       },
       "step": 2025
     },
     {
       "epoch": 26.0,
       "eval_Claim": {
-        "f1-score": 0.714535519125683,
-        "precision": 0.7117352492924015,
-        "recall": 0.717357910906298,
-        "support": 4557.0
+        "f1-score": 0.7098703888334996,
+        "precision": 0.6994106090373281,
+        "recall": 0.7206477732793523,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9060118543607113,
-        "precision": 0.8716904276985743,
-        "recall": 0.9431467606875276,
-        "support": 2269.0
+        "f1-score": 0.9220324134910205,
+        "precision": 0.8851976450798991,
+        "recall": 0.9620658135283364,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9990506758283985,
+        "f1-score": 0.9995504607777028,
         "precision": 1.0,
-        "recall": 0.9981031523800922,
-        "support": 11071.0
+        "recall": 0.9991013255448213,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9199431877230055,
-        "precision": 0.926393637061327,
-        "recall": 0.9135819457823036,
-        "support": 14534.0
+        "f1-score": 0.9171909755322529,
+        "precision": 0.9268511977393873,
+        "recall": 0.9077300459148374,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9169313311337918,
-      "eval_loss": 0.6303670406341553,
+      "eval_accuracy": 0.9191313908741067,
+      "eval_loss": 0.6802815794944763,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.887161059658619,
+        "precision": 0.8778648629641536,
+        "recall": 0.8973862395668368,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9696,
+      "eval_samples_per_second": 16.299,
+      "eval_steps_per_second": 2.213,
       "eval_weighted avg": {
-        "f1-score": 0.9171108994684886,
-        "precision": 0.9175310114557944,
-        "recall": 0.9169313311337918,
-        "support": 32431.0
+        "f1-score": 0.9195597378864155,
+        "precision": 0.9203108314716255,
+        "recall": 0.9191313908741067,
+        "support": 36380.0
       },
       "step": 2106
     },
     {
       "epoch": 27.0,
       "eval_Claim": {
-        "f1-score": 0.7246061922868008,
-        "precision": 0.717512908777969,
-        "recall": 0.7318411235461927,
-        "support": 4557.0
+        "f1-score": 0.698643105080467,
+        "precision": 0.7271731990365666,
+        "recall": 0.6722672064777327,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9032534246575342,
-        "precision": 0.8780690803162713,
-        "recall": 0.9299250771264874,
-        "support": 2269.0
+        "f1-score": 0.9165368350767862,
+        "precision": 0.8932754880694144,
+        "recall": 0.9410420475319927,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9991864039052614,
+        "f1-score": 0.9991755359016639,
         "precision": 1.0,
-        "recall": 0.9983741306115076,
-        "support": 11071.0
+        "recall": 0.9983524301655059,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9229063442015175,
-        "precision": 0.9295735324911008,
-        "recall": 0.9163341131140773,
-        "support": 14534.0
+        "f1-score": 0.9206260132186058,
+        "precision": 0.9127155838536193,
+        "recall": 0.9286747594188314,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9193672720545157,
-      "eval_loss": 0.6543757319450378,
+      "eval_accuracy": 0.9201759208356239,
+      "eval_loss": 0.6692858934402466,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8837453723193808,
+        "precision": 0.8832910677399001,
+        "recall": 0.8850841108985157,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9586,
+      "eval_samples_per_second": 16.335,
+      "eval_steps_per_second": 2.218,
       "eval_weighted avg": {
-        "f1-score": 0.9197072530313251,
-        "precision": 0.9202142021449996,
-        "recall": 0.9193672720545157,
-        "support": 32431.0
+        "f1-score": 0.9190682641369721,
+        "precision": 0.918388879571886,
+        "recall": 0.9201759208356239,
+        "support": 36380.0
       },
       "step": 2187
     },
     {
       "epoch": 28.0,
       "eval_Claim": {
-        "f1-score": 0.7182029107783169,
-        "precision": 0.6913705583756345,
-        "recall": 0.7472021066491112,
-        "support": 4557.0
+        "f1-score": 0.6998441558441558,
+        "precision": 0.7188900747065101,
+        "recall": 0.6817813765182186,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9016903914590747,
-        "precision": 0.9101930848675348,
-        "recall": 0.8933450859409432,
-        "support": 2269.0
+        "f1-score": 0.9112884834663626,
+        "precision": 0.9094219390077378,
+        "recall": 0.9131627056672761,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9992316384180792,
-        "precision": 1.0,
-        "recall": 0.998464456688646,
-        "support": 11071.0
+        "f1-score": 0.9997003745318352,
+        "precision": 0.9999250767962838,
+        "recall": 0.9994757732344791,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9179735039465906,
-        "precision": 0.9279437609841827,
-        "recall": 0.9082152194853447,
-        "support": 14534.0
+        "f1-score": 0.9211232449297972,
+        "precision": 0.9139372175097518,
+        "recall": 0.9284231712686333,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9153587616786408,
-      "eval_loss": 0.67218017578125,
+      "eval_accuracy": 0.9200934579439253,
+      "eval_loss": 0.6845241189002991,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8829890646930376,
+        "precision": 0.8855435770050709,
+        "recall": 0.8807107566721517,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9593,
+      "eval_samples_per_second": 16.333,
+      "eval_steps_per_second": 2.218,
       "eval_weighted avg": {
-        "f1-score": 0.9165029304654106,
-        "precision": 0.9180579805194509,
-        "recall": 0.9153587616786408,
-        "support": 32431.0
+        "f1-score": 0.9193256433193232,
+        "precision": 0.9187416037176308,
+        "recall": 0.9200934579439253,
+        "support": 36380.0
       },
       "step": 2268
     },
     {
       "epoch": 29.0,
       "eval_Claim": {
-        "f1-score": 0.7078925956061839,
-        "precision": 0.7525951557093425,
-        "recall": 0.6682027649769585,
-        "support": 4557.0
+        "f1-score": 0.6987782896054476,
+        "precision": 0.6914387633769322,
+        "recall": 0.7062753036437247,
+        "support": 4940.0
       },
       "eval_MajorClaim": {
-        "f1-score": 0.9066271437645564,
-        "precision": 0.8724531377343113,
-        "recall": 0.9435874834728956,
-        "support": 2269.0
+        "f1-score": 0.9134720700985761,
+        "precision": 0.8771560790912916,
+        "recall": 0.9529250457038391,
+        "support": 2188.0
       },
       "eval_O": {
-        "f1-score": 0.9992316384180792,
-        "precision": 1.0,
-        "recall": 0.998464456688646,
-        "support": 11071.0
+        "f1-score": 0.9993630811884155,
+        "precision": 0.9999250262408157,
+        "recall": 0.9988017673930952,
+        "support": 13353.0
       },
       "eval_Premise": {
-        "f1-score": 0.9239400224405835,
-        "precision": 0.9132889695503126,
-        "recall": 0.9348424384202559,
-        "support": 14534.0
+        "f1-score": 0.9151595913446284,
+        "precision": 0.9233625712273513,
+        "recall": 0.907101075539342,
+        "support": 15899.0
       },
-      "eval_accuracy": 0.9197064537017051,
-      "eval_loss": 0.7057467103004456,
+      "eval_accuracy": 0.916245189664651,
+      "eval_loss": 0.7010424137115479,
       "eval_macro avg": {
-        "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,
+        "f1-score": 0.8816932580592669,
+        "precision": 0.8729706099840976,
+        "recall": 0.8912757980700003,
+        "support": 36380.0
+      },
+      "eval_runtime": 4.9512,
+      "eval_samples_per_second": 16.36,
+      "eval_steps_per_second": 2.222,
       "eval_weighted avg": {
-        "f1-score": 0.9180734884048335,
-        "precision": 0.9174528746424986,
-        "recall": 0.9197064537017051,
-        "support": 32431.0
+        "f1-score": 0.9165821661881187,
+        "precision": 0.9171925615027781,
+        "recall": 0.916245189664651,
+        "support": 36380.0
       },
       "step": 2349
     }
@@ -1347,7 +1347,7 @@
   "num_input_tokens_seen": 0,
   "num_train_epochs": 50,
   "save_steps": 500,
-  "total_flos": 4169873249077200.0,
+  "total_flos": 4156923332154600.0,
   "train_batch_size": 4,
   "trial_name": null,
   "trial_params": null

checkpoint-2349/training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b2dd7b387b7349843b62a9d5b4facde1d14a6a35003d55f9e21a477105ecd1d3
+oid sha256:95e8ce1619d475b315f2cb3494747dc2424fb9856a35d6759fcf75e79995f1f1
 size 4856