Training in progress, epoch 11, checkpoint

checkpoint-891/model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:08ee1b848b028c6fad033d9e4da3a6d47e348ee80522894a6a58dd5d0e0b98b4
+oid sha256:2bab4ec2e30336e4d01f9d4e3daef4f19d3868176376ae26f795c6c66ab40c99
 size 592324828

checkpoint-891/optimizer.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fc84929172846bc56238eb205ab49a6401efe231994793b80ff34fc98c056ea7
+oid sha256:afd931442b94db0c3898dd957552e64e03d70fec9206cb6f8ad404a6c2ca3ac9
 size 1014657786

checkpoint-891/rng_state.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0bb7364fd68593f88aeabea076c26b75fece7518f250d191da2d08668972c0aa
+oid sha256:93f9c336c989c02801f193daf66231cc7b0216d42e4d84579a8bf465e525943e
 size 14244

checkpoint-891/trainer_state.json

@@ -11,502 +11,502 @@
     {
       "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
     }
@@ -516,7 +516,7 @@
   "num_input_tokens_seen": 0,
   "num_train_epochs": 50,
   "save_steps": 500,
-  "total_flos": 1576764022541400.0,
+  "total_flos": 1581676059994800.0,
   "train_batch_size": 4,
   "trial_name": null,
   "trial_params": null

checkpoint-891/training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3f40e108617f6f8082cc0f1a47e89121d861cfb2e77ef6b602a909d9b6ba8d15
+oid sha256:b2dd7b387b7349843b62a9d5b4facde1d14a6a35003d55f9e21a477105ecd1d3
 size 4856