End of training

README.md

@@ -1,4 +1,6 @@
 ---
+language:
+- id
 license: mit
 base_model: indolem/indobert-base-uncased
 tags:

all_results.json

@@ -17,10 +17,10 @@
     "eval_overall_f1": 0.9388264669163546,
     "eval_overall_precision": 0.9330024813895782,
     "eval_overall_recall": 0.9447236180904522,
-    "eval_runtime": 0.3083,
+    "eval_runtime": 0.3143,
     "eval_samples": 170,
-    "eval_samples_per_second": 551.401,
-    "eval_steps_per_second": 9.731,
+    "eval_samples_per_second": 540.813,
+    "eval_steps_per_second": 9.544,
     "predict_LOCATION_f1": 0.989517819706499,
     "predict_LOCATION_number": 237,
     "predict_LOCATION_precision": 0.9833333333333333,
@@ -38,12 +38,12 @@
     "predict_overall_f1": 0.9891696750902527,
     "predict_overall_precision": 0.988659793814433,
     "predict_overall_recall": 0.9896800825593395,
-    "predict_runtime": 0.7577,
-    "predict_samples_per_second": 560.896,
-    "predict_steps_per_second": 9.238,
+    "predict_runtime": 0.7509,
+    "predict_samples_per_second": 565.991,
+    "predict_steps_per_second": 9.322,
     "train_loss": 0.03787872251744072,
-    "train_runtime": 554.9919,
+    "train_runtime": 546.1852,
     "train_samples": 1530,
-    "train_samples_per_second": 275.68,
-    "train_steps_per_second": 17.298
+    "train_samples_per_second": 280.125,
+    "train_steps_per_second": 17.576
 }

eval_results.json

@@ -17,8 +17,8 @@
     "eval_overall_f1": 0.9388264669163546,
     "eval_overall_precision": 0.9330024813895782,
     "eval_overall_recall": 0.9447236180904522,
-    "eval_runtime": 0.3083,
+    "eval_runtime": 0.3143,
     "eval_samples": 170,
-    "eval_samples_per_second": 551.401,
-    "eval_steps_per_second": 9.731
+    "eval_samples_per_second": 540.813,
+    "eval_steps_per_second": 9.544
 }

predict_results.json

@@ -16,7 +16,7 @@
     "predict_overall_f1": 0.9891696750902527,
     "predict_overall_precision": 0.988659793814433,
     "predict_overall_recall": 0.9896800825593395,
-    "predict_runtime": 0.7577,
-    "predict_samples_per_second": 560.896,
-    "predict_steps_per_second": 9.238
+    "predict_runtime": 0.7509,
+    "predict_samples_per_second": 565.991,
+    "predict_steps_per_second": 9.322
 }

runs/Jun04_09-44-40_a358b85c7679/events.out.tfevents.1717494841.a358b85c7679.607987.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d3191b23b1c9330b43b8b633f1ea0209d368d260baba0713b52a72c751c330e
+size 1305

train_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 100.0,
     "train_loss": 0.03787872251744072,
-    "train_runtime": 554.9919,
+    "train_runtime": 546.1852,
     "train_samples": 1530,
-    "train_samples_per_second": 275.68,
-    "train_steps_per_second": 17.298
+    "train_samples_per_second": 280.125,
+    "train_steps_per_second": 17.576
 }

trainer_state.json

@@ -34,9 +34,9 @@
       "eval_overall_f1": 0.20460358056265984,
       "eval_overall_precision": 0.20833333333333334,
       "eval_overall_recall": 0.20100502512562815,
-      "eval_runtime": 0.2976,
-      "eval_samples_per_second": 571.193,
-      "eval_steps_per_second": 10.08,
+      "eval_runtime": 0.2977,
+      "eval_samples_per_second": 571.08,
+      "eval_steps_per_second": 10.078,
       "step": 96
     },
     {
@@ -65,9 +65,9 @@
       "eval_overall_f1": 0.5773672055427252,
       "eval_overall_precision": 0.5341880341880342,
       "eval_overall_recall": 0.628140703517588,
-      "eval_runtime": 0.2971,
-      "eval_samples_per_second": 572.263,
-      "eval_steps_per_second": 10.099,
+      "eval_runtime": 0.2972,
+      "eval_samples_per_second": 571.967,
+      "eval_steps_per_second": 10.094,
       "step": 192
     },
     {
@@ -96,9 +96,9 @@
       "eval_overall_f1": 0.8243727598566307,
       "eval_overall_precision": 0.785876993166287,
       "eval_overall_recall": 0.8668341708542714,
-      "eval_runtime": 0.2971,
-      "eval_samples_per_second": 572.255,
-      "eval_steps_per_second": 10.099,
+      "eval_runtime": 0.2941,
+      "eval_samples_per_second": 578.129,
+      "eval_steps_per_second": 10.202,
       "step": 288
     },
     {
@@ -127,9 +127,9 @@
       "eval_overall_f1": 0.8386308068459658,
       "eval_overall_precision": 0.8166666666666667,
       "eval_overall_recall": 0.8618090452261307,
-      "eval_runtime": 0.2977,
-      "eval_samples_per_second": 571.081,
-      "eval_steps_per_second": 10.078,
+      "eval_runtime": 0.2958,
+      "eval_samples_per_second": 574.711,
+      "eval_steps_per_second": 10.142,
       "step": 384
     },
     {
@@ -158,9 +158,9 @@
       "eval_overall_f1": 0.8841843088418431,
       "eval_overall_precision": 0.8765432098765432,
       "eval_overall_recall": 0.8919597989949749,
-      "eval_runtime": 0.2966,
-      "eval_samples_per_second": 573.221,
-      "eval_steps_per_second": 10.116,
+      "eval_runtime": 0.2964,
+      "eval_samples_per_second": 573.644,
+      "eval_steps_per_second": 10.123,
       "step": 480
     },
     {
@@ -189,9 +189,9 @@
       "eval_overall_f1": 0.9140722291407224,
       "eval_overall_precision": 0.9061728395061729,
       "eval_overall_recall": 0.9221105527638191,
-      "eval_runtime": 0.3023,
-      "eval_samples_per_second": 562.343,
-      "eval_steps_per_second": 9.924,
+      "eval_runtime": 0.2942,
+      "eval_samples_per_second": 577.821,
+      "eval_steps_per_second": 10.197,
       "step": 576
     },
     {
@@ -220,9 +220,9 @@
       "eval_overall_f1": 0.9037037037037038,
       "eval_overall_precision": 0.8883495145631068,
       "eval_overall_recall": 0.9195979899497487,
-      "eval_runtime": 0.2978,
-      "eval_samples_per_second": 570.819,
-      "eval_steps_per_second": 10.073,
+      "eval_runtime": 0.2936,
+      "eval_samples_per_second": 578.949,
+      "eval_steps_per_second": 10.217,
       "step": 672
     },
     {
@@ -251,9 +251,9 @@
       "eval_overall_f1": 0.9169764560099132,
       "eval_overall_precision": 0.9046454767726161,
       "eval_overall_recall": 0.9296482412060302,
-      "eval_runtime": 0.2966,
-      "eval_samples_per_second": 573.113,
-      "eval_steps_per_second": 10.114,
+      "eval_runtime": 0.2952,
+      "eval_samples_per_second": 575.826,
+      "eval_steps_per_second": 10.162,
       "step": 768
     },
     {
@@ -282,9 +282,9 @@
       "eval_overall_f1": 0.917910447761194,
       "eval_overall_precision": 0.9088669950738916,
       "eval_overall_recall": 0.9271356783919598,
-      "eval_runtime": 0.2989,
-      "eval_samples_per_second": 568.827,
-      "eval_steps_per_second": 10.038,
+      "eval_runtime": 0.296,
+      "eval_samples_per_second": 574.293,
+      "eval_steps_per_second": 10.135,
       "step": 864
     },
     {
@@ -313,9 +313,9 @@
       "eval_overall_f1": 0.9494451294697904,
       "eval_overall_precision": 0.9322033898305084,
       "eval_overall_recall": 0.9673366834170855,
-      "eval_runtime": 0.2958,
-      "eval_samples_per_second": 574.704,
-      "eval_steps_per_second": 10.142,
+      "eval_runtime": 0.2952,
+      "eval_samples_per_second": 575.843,
+      "eval_steps_per_second": 10.162,
       "step": 960
     },
     {
@@ -344,9 +344,9 @@
       "eval_overall_f1": 0.9425,
       "eval_overall_precision": 0.9378109452736318,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2965,
-      "eval_samples_per_second": 573.36,
-      "eval_steps_per_second": 10.118,
+      "eval_runtime": 0.2956,
+      "eval_samples_per_second": 575.044,
+      "eval_steps_per_second": 10.148,
       "step": 1056
     },
     {
@@ -375,9 +375,9 @@
       "eval_overall_f1": 0.9316770186335404,
       "eval_overall_precision": 0.9213759213759214,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.2967,
-      "eval_samples_per_second": 572.93,
-      "eval_steps_per_second": 10.111,
+      "eval_runtime": 0.295,
+      "eval_samples_per_second": 576.355,
+      "eval_steps_per_second": 10.171,
       "step": 1152
     },
     {
@@ -406,9 +406,9 @@
       "eval_overall_f1": 0.9346733668341709,
       "eval_overall_precision": 0.9346733668341709,
       "eval_overall_recall": 0.9346733668341709,
-      "eval_runtime": 0.2994,
-      "eval_samples_per_second": 567.757,
-      "eval_steps_per_second": 10.019,
+      "eval_runtime": 0.2953,
+      "eval_samples_per_second": 575.722,
+      "eval_steps_per_second": 10.16,
       "step": 1248
     },
     {
@@ -437,9 +437,9 @@
       "eval_overall_f1": 0.9313358302122346,
       "eval_overall_precision": 0.9255583126550868,
       "eval_overall_recall": 0.9371859296482412,
-      "eval_runtime": 0.299,
-      "eval_samples_per_second": 568.537,
-      "eval_steps_per_second": 10.033,
+      "eval_runtime": 0.3034,
+      "eval_samples_per_second": 560.371,
+      "eval_steps_per_second": 9.889,
       "step": 1344
     },
     {
@@ -468,9 +468,9 @@
       "eval_overall_f1": 0.9467162329615861,
       "eval_overall_precision": 0.9339853300733496,
       "eval_overall_recall": 0.9597989949748744,
-      "eval_runtime": 0.2969,
-      "eval_samples_per_second": 572.567,
-      "eval_steps_per_second": 10.104,
+      "eval_runtime": 0.2992,
+      "eval_samples_per_second": 568.154,
+      "eval_steps_per_second": 10.026,
       "step": 1440
     },
     {
@@ -499,9 +499,9 @@
       "eval_overall_f1": 0.9484276729559749,
       "eval_overall_precision": 0.9496221662468514,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2972,
-      "eval_samples_per_second": 571.989,
-      "eval_steps_per_second": 10.094,
+      "eval_runtime": 0.2924,
+      "eval_samples_per_second": 581.371,
+      "eval_steps_per_second": 10.259,
       "step": 1536
     },
     {
@@ -530,9 +530,9 @@
       "eval_overall_f1": 0.9371859296482412,
       "eval_overall_precision": 0.9371859296482412,
       "eval_overall_recall": 0.9371859296482412,
-      "eval_runtime": 0.2965,
-      "eval_samples_per_second": 573.289,
-      "eval_steps_per_second": 10.117,
+      "eval_runtime": 0.2938,
+      "eval_samples_per_second": 578.575,
+      "eval_steps_per_second": 10.21,
       "step": 1632
     },
     {
@@ -561,9 +561,9 @@
       "eval_overall_f1": 0.920353982300885,
       "eval_overall_precision": 0.926208651399491,
       "eval_overall_recall": 0.914572864321608,
-      "eval_runtime": 0.2969,
-      "eval_samples_per_second": 572.516,
-      "eval_steps_per_second": 10.103,
+      "eval_runtime": 0.2934,
+      "eval_samples_per_second": 579.365,
+      "eval_steps_per_second": 10.224,
       "step": 1728
     },
     {
@@ -592,9 +592,9 @@
       "eval_overall_f1": 0.9508196721311476,
       "eval_overall_precision": 0.9544303797468354,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.3012,
-      "eval_samples_per_second": 564.393,
-      "eval_steps_per_second": 9.96,
+      "eval_runtime": 0.2954,
+      "eval_samples_per_second": 575.466,
+      "eval_steps_per_second": 10.155,
       "step": 1824
     },
     {
@@ -623,9 +623,9 @@
       "eval_overall_f1": 0.9388264669163546,
       "eval_overall_precision": 0.9330024813895782,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2963,
-      "eval_samples_per_second": 573.707,
-      "eval_steps_per_second": 10.124,
+      "eval_runtime": 0.2955,
+      "eval_samples_per_second": 575.326,
+      "eval_steps_per_second": 10.153,
       "step": 1920
     },
     {
@@ -654,9 +654,9 @@
       "eval_overall_f1": 0.9498746867167919,
       "eval_overall_precision": 0.9475,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.2964,
-      "eval_samples_per_second": 573.571,
-      "eval_steps_per_second": 10.122,
+      "eval_runtime": 0.2948,
+      "eval_samples_per_second": 576.624,
+      "eval_steps_per_second": 10.176,
       "step": 2016
     },
     {
@@ -685,9 +685,9 @@
       "eval_overall_f1": 0.9439601494396015,
       "eval_overall_precision": 0.9358024691358025,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.2971,
-      "eval_samples_per_second": 572.11,
-      "eval_steps_per_second": 10.096,
+      "eval_runtime": 0.2943,
+      "eval_samples_per_second": 577.629,
+      "eval_steps_per_second": 10.193,
       "step": 2112
     },
     {
@@ -716,9 +716,9 @@
       "eval_overall_f1": 0.943109987357775,
       "eval_overall_precision": 0.9491094147582697,
       "eval_overall_recall": 0.9371859296482412,
-      "eval_runtime": 0.2954,
-      "eval_samples_per_second": 575.545,
-      "eval_steps_per_second": 10.157,
+      "eval_runtime": 0.2952,
+      "eval_samples_per_second": 575.812,
+      "eval_steps_per_second": 10.161,
       "step": 2208
     },
     {
@@ -747,9 +747,9 @@
       "eval_overall_f1": 0.9472361809045227,
       "eval_overall_precision": 0.9472361809045227,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2963,
-      "eval_samples_per_second": 573.708,
-      "eval_steps_per_second": 10.124,
+      "eval_runtime": 0.2948,
+      "eval_samples_per_second": 576.596,
+      "eval_steps_per_second": 10.175,
       "step": 2304
     },
     {
@@ -778,9 +778,9 @@
       "eval_overall_f1": 0.9416149068322981,
       "eval_overall_precision": 0.9312039312039312,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.3005,
-      "eval_samples_per_second": 565.645,
-      "eval_steps_per_second": 9.982,
+      "eval_runtime": 0.296,
+      "eval_samples_per_second": 574.277,
+      "eval_steps_per_second": 10.134,
       "step": 2400
     },
     {
@@ -809,9 +809,9 @@
       "eval_overall_f1": 0.9388264669163546,
       "eval_overall_precision": 0.9330024813895782,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2979,
-      "eval_samples_per_second": 570.683,
-      "eval_steps_per_second": 10.071,
+      "eval_runtime": 0.2953,
+      "eval_samples_per_second": 575.757,
+      "eval_steps_per_second": 10.16,
       "step": 2496
     },
     {
@@ -840,9 +840,9 @@
       "eval_overall_f1": 0.95,
       "eval_overall_precision": 0.945273631840796,
       "eval_overall_recall": 0.9547738693467337,
-      "eval_runtime": 0.2956,
-      "eval_samples_per_second": 575.143,
-      "eval_steps_per_second": 10.15,
+      "eval_runtime": 0.2946,
+      "eval_samples_per_second": 576.962,
+      "eval_steps_per_second": 10.182,
       "step": 2592
     },
     {
@@ -871,9 +871,9 @@
       "eval_overall_f1": 0.9339975093399752,
       "eval_overall_precision": 0.9259259259259259,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.2983,
-      "eval_samples_per_second": 569.925,
-      "eval_steps_per_second": 10.057,
+      "eval_runtime": 0.2935,
+      "eval_samples_per_second": 579.135,
+      "eval_steps_per_second": 10.22,
       "step": 2688
     },
     {
@@ -902,9 +902,9 @@
       "eval_overall_f1": 0.93734335839599,
       "eval_overall_precision": 0.935,
       "eval_overall_recall": 0.9396984924623115,
-      "eval_runtime": 0.2978,
-      "eval_samples_per_second": 570.765,
-      "eval_steps_per_second": 10.072,
+      "eval_runtime": 0.2925,
+      "eval_samples_per_second": 581.141,
+      "eval_steps_per_second": 10.255,
       "step": 2784
     },
     {
@@ -933,9 +933,9 @@
       "eval_overall_f1": 0.9501246882793017,
       "eval_overall_precision": 0.943069306930693,
       "eval_overall_recall": 0.957286432160804,
-      "eval_runtime": 0.2975,
-      "eval_samples_per_second": 571.465,
-      "eval_steps_per_second": 10.085,
+      "eval_runtime": 0.2966,
+      "eval_samples_per_second": 573.104,
+      "eval_steps_per_second": 10.114,
       "step": 2880
     },
     {
@@ -964,9 +964,9 @@
       "eval_overall_f1": 0.9461827284105131,
       "eval_overall_precision": 0.942643391521197,
       "eval_overall_recall": 0.949748743718593,
-      "eval_runtime": 0.2987,
-      "eval_samples_per_second": 569.113,
-      "eval_steps_per_second": 10.043,
+      "eval_runtime": 0.2954,
+      "eval_samples_per_second": 575.486,
+      "eval_steps_per_second": 10.156,
       "step": 2976
     },
     {
@@ -995,9 +995,9 @@
       "eval_overall_f1": 0.9338327091136079,
       "eval_overall_precision": 0.9280397022332506,
       "eval_overall_recall": 0.9396984924623115,
-      "eval_runtime": 0.2969,
-      "eval_samples_per_second": 572.501,
-      "eval_steps_per_second": 10.103,
+      "eval_runtime": 0.2953,
+      "eval_samples_per_second": 575.632,
+      "eval_steps_per_second": 10.158,
       "step": 3072
     },
     {
@@ -1026,9 +1026,9 @@
       "eval_overall_f1": 0.9226932668329177,
       "eval_overall_precision": 0.9158415841584159,
       "eval_overall_recall": 0.9296482412060302,
-      "eval_runtime": 0.2976,
-      "eval_samples_per_second": 571.155,
-      "eval_steps_per_second": 10.079,
+      "eval_runtime": 0.2942,
+      "eval_samples_per_second": 577.768,
+      "eval_steps_per_second": 10.196,
       "step": 3168
     },
     {
@@ -1057,9 +1057,9 @@
       "eval_overall_f1": 0.9333333333333332,
       "eval_overall_precision": 0.9345088161209067,
       "eval_overall_recall": 0.9321608040201005,
-      "eval_runtime": 0.2959,
-      "eval_samples_per_second": 574.577,
-      "eval_steps_per_second": 10.14,
+      "eval_runtime": 0.296,
+      "eval_samples_per_second": 574.251,
+      "eval_steps_per_second": 10.134,
       "step": 3264
     },
     {
@@ -1088,9 +1088,9 @@
       "eval_overall_f1": 0.949748743718593,
       "eval_overall_precision": 0.949748743718593,
       "eval_overall_recall": 0.949748743718593,
-      "eval_runtime": 0.2969,
-      "eval_samples_per_second": 572.62,
-      "eval_steps_per_second": 10.105,
+      "eval_runtime": 0.2956,
+      "eval_samples_per_second": 575.087,
+      "eval_steps_per_second": 10.149,
       "step": 3360
     },
     {
@@ -1119,9 +1119,9 @@
       "eval_overall_f1": 0.9411764705882354,
       "eval_overall_precision": 0.9376558603491272,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2972,
-      "eval_samples_per_second": 571.921,
-      "eval_steps_per_second": 10.093,
+      "eval_runtime": 0.2929,
+      "eval_samples_per_second": 580.307,
+      "eval_steps_per_second": 10.241,
       "step": 3456
     },
     {
@@ -1150,9 +1150,9 @@
       "eval_overall_f1": 0.9391304347826087,
       "eval_overall_precision": 0.9287469287469288,
       "eval_overall_recall": 0.949748743718593,
-      "eval_runtime": 0.2982,
-      "eval_samples_per_second": 570.093,
-      "eval_steps_per_second": 10.06,
+      "eval_runtime": 0.2979,
+      "eval_samples_per_second": 570.621,
+      "eval_steps_per_second": 10.07,
       "step": 3552
     },
     {
@@ -1181,9 +1181,9 @@
       "eval_overall_f1": 0.951310861423221,
       "eval_overall_precision": 0.9454094292803971,
       "eval_overall_recall": 0.957286432160804,
-      "eval_runtime": 0.2978,
-      "eval_samples_per_second": 570.888,
-      "eval_steps_per_second": 10.074,
+      "eval_runtime": 0.2957,
+      "eval_samples_per_second": 574.821,
+      "eval_steps_per_second": 10.144,
       "step": 3648
     },
     {
@@ -1212,9 +1212,9 @@
       "eval_overall_f1": 0.9411764705882354,
       "eval_overall_precision": 0.9376558603491272,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.3005,
-      "eval_samples_per_second": 565.774,
-      "eval_steps_per_second": 9.984,
+      "eval_runtime": 0.2955,
+      "eval_samples_per_second": 575.293,
+      "eval_steps_per_second": 10.152,
       "step": 3744
     },
     {
@@ -1243,9 +1243,9 @@
       "eval_overall_f1": 0.9498746867167919,
       "eval_overall_precision": 0.9475,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.2961,
-      "eval_samples_per_second": 574.119,
-      "eval_steps_per_second": 10.132,
+      "eval_runtime": 0.2959,
+      "eval_samples_per_second": 574.497,
+      "eval_steps_per_second": 10.138,
       "step": 3840
     },
     {
@@ -1274,9 +1274,9 @@
       "eval_overall_f1": 0.9450000000000001,
       "eval_overall_precision": 0.9402985074626866,
       "eval_overall_recall": 0.949748743718593,
-      "eval_runtime": 0.2974,
-      "eval_samples_per_second": 571.625,
-      "eval_steps_per_second": 10.088,
+      "eval_runtime": 0.2928,
+      "eval_samples_per_second": 580.69,
+      "eval_steps_per_second": 10.247,
       "step": 3936
     },
     {
@@ -1305,9 +1305,9 @@
       "eval_overall_f1": 0.9525,
       "eval_overall_precision": 0.9477611940298507,
       "eval_overall_recall": 0.957286432160804,
-      "eval_runtime": 0.2983,
-      "eval_samples_per_second": 569.859,
-      "eval_steps_per_second": 10.056,
+      "eval_runtime": 0.2933,
+      "eval_samples_per_second": 579.664,
+      "eval_steps_per_second": 10.229,
       "step": 4032
     },
     {
@@ -1336,9 +1336,9 @@
       "eval_overall_f1": 0.9447236180904522,
       "eval_overall_precision": 0.9447236180904522,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2985,
-      "eval_samples_per_second": 569.567,
-      "eval_steps_per_second": 10.051,
+      "eval_runtime": 0.2972,
+      "eval_samples_per_second": 572.031,
+      "eval_steps_per_second": 10.095,
       "step": 4128
     },
     {
@@ -1367,9 +1367,9 @@
       "eval_overall_f1": 0.9425,
       "eval_overall_precision": 0.9378109452736318,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2969,
-      "eval_samples_per_second": 572.646,
-      "eval_steps_per_second": 10.106,
+      "eval_runtime": 0.2961,
+      "eval_samples_per_second": 574.04,
+      "eval_steps_per_second": 10.13,
       "step": 4224
     },
     {
@@ -1398,9 +1398,9 @@
       "eval_overall_f1": 0.9398496240601504,
       "eval_overall_precision": 0.9375,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.2974,
-      "eval_samples_per_second": 571.658,
-      "eval_steps_per_second": 10.088,
+      "eval_runtime": 0.2975,
+      "eval_samples_per_second": 571.414,
+      "eval_steps_per_second": 10.084,
       "step": 4320
     },
     {
@@ -1429,9 +1429,9 @@
       "eval_overall_f1": 0.9388264669163546,
       "eval_overall_precision": 0.9330024813895782,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2987,
-      "eval_samples_per_second": 569.048,
-      "eval_steps_per_second": 10.042,
+      "eval_runtime": 0.2945,
+      "eval_samples_per_second": 577.286,
+      "eval_steps_per_second": 10.187,
       "step": 4416
     },
     {
@@ -1460,9 +1460,9 @@
       "eval_overall_f1": 0.9376558603491272,
       "eval_overall_precision": 0.9306930693069307,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2963,
-      "eval_samples_per_second": 573.708,
-      "eval_steps_per_second": 10.124,
+      "eval_runtime": 0.2988,
+      "eval_samples_per_second": 568.94,
+      "eval_steps_per_second": 10.04,
       "step": 4512
     },
     {
@@ -1491,9 +1491,9 @@
       "eval_overall_f1": 0.9240348692403487,
       "eval_overall_precision": 0.9160493827160494,
       "eval_overall_recall": 0.9321608040201005,
-      "eval_runtime": 0.2984,
-      "eval_samples_per_second": 569.74,
-      "eval_steps_per_second": 10.054,
+      "eval_runtime": 0.2945,
+      "eval_samples_per_second": 577.205,
+      "eval_steps_per_second": 10.186,
       "step": 4608
     },
     {
@@ -1522,9 +1522,9 @@
       "eval_overall_f1": 0.9376558603491272,
       "eval_overall_precision": 0.9306930693069307,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2973,
-      "eval_samples_per_second": 571.79,
-      "eval_steps_per_second": 10.09,
+      "eval_runtime": 0.2942,
+      "eval_samples_per_second": 577.82,
+      "eval_steps_per_second": 10.197,
       "step": 4704
     },
     {
@@ -1553,9 +1553,9 @@
       "eval_overall_f1": 0.9298245614035087,
       "eval_overall_precision": 0.9275,
       "eval_overall_recall": 0.9321608040201005,
-      "eval_runtime": 0.2984,
-      "eval_samples_per_second": 569.689,
-      "eval_steps_per_second": 10.053,
+      "eval_runtime": 0.2931,
+      "eval_samples_per_second": 580.104,
+      "eval_steps_per_second": 10.237,
       "step": 4800
     },
     {
@@ -1584,9 +1584,9 @@
       "eval_overall_f1": 0.9286608260325407,
       "eval_overall_precision": 0.9251870324189526,
       "eval_overall_recall": 0.9321608040201005,
-      "eval_runtime": 0.297,
-      "eval_samples_per_second": 572.415,
-      "eval_steps_per_second": 10.101,
+      "eval_runtime": 0.2969,
+      "eval_samples_per_second": 572.671,
+      "eval_steps_per_second": 10.106,
       "step": 4896
     },
     {
@@ -1615,9 +1615,9 @@
       "eval_overall_f1": 0.9398496240601504,
       "eval_overall_precision": 0.9375,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.2955,
-      "eval_samples_per_second": 575.264,
-      "eval_steps_per_second": 10.152,
+      "eval_runtime": 0.2947,
+      "eval_samples_per_second": 576.789,
+      "eval_steps_per_second": 10.179,
       "step": 4992
     },
     {
@@ -1646,9 +1646,9 @@
       "eval_overall_f1": 0.9422110552763819,
       "eval_overall_precision": 0.9422110552763819,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.2944,
-      "eval_samples_per_second": 577.465,
-      "eval_steps_per_second": 10.191,
+      "eval_runtime": 0.2947,
+      "eval_samples_per_second": 576.908,
+      "eval_steps_per_second": 10.181,
       "step": 5088
     },
     {
@@ -1677,9 +1677,9 @@
       "eval_overall_f1": 0.94,
       "eval_overall_precision": 0.9353233830845771,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2973,
-      "eval_samples_per_second": 571.898,
-      "eval_steps_per_second": 10.092,
+      "eval_runtime": 0.296,
+      "eval_samples_per_second": 574.317,
+      "eval_steps_per_second": 10.135,
       "step": 5184
     },
     {
@@ -1708,9 +1708,9 @@
       "eval_overall_f1": 0.9460476787954831,
       "eval_overall_precision": 0.9448621553884712,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2935,
-      "eval_samples_per_second": 579.3,
-      "eval_steps_per_second": 10.223,
+      "eval_runtime": 0.2942,
+      "eval_samples_per_second": 577.833,
+      "eval_steps_per_second": 10.197,
       "step": 5280
     },
     {
@@ -1739,9 +1739,9 @@
       "eval_overall_f1": 0.9323308270676693,
       "eval_overall_precision": 0.93,
       "eval_overall_recall": 0.9346733668341709,
-      "eval_runtime": 0.294,
-      "eval_samples_per_second": 578.326,
-      "eval_steps_per_second": 10.206,
+      "eval_runtime": 0.2939,
+      "eval_samples_per_second": 578.478,
+      "eval_steps_per_second": 10.208,
       "step": 5376
     },
     {
@@ -1770,9 +1770,9 @@
       "eval_overall_f1": 0.9363295880149813,
       "eval_overall_precision": 0.9305210918114144,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.294,
-      "eval_samples_per_second": 578.142,
-      "eval_steps_per_second": 10.203,
+      "eval_runtime": 0.3025,
+      "eval_samples_per_second": 561.944,
+      "eval_steps_per_second": 9.917,
       "step": 5472
     },
     {
@@ -1801,9 +1801,9 @@
       "eval_overall_f1": 0.9385194479297366,
       "eval_overall_precision": 0.9373433583959899,
       "eval_overall_recall": 0.9396984924623115,
-      "eval_runtime": 0.2935,
-      "eval_samples_per_second": 579.29,
-      "eval_steps_per_second": 10.223,
+      "eval_runtime": 0.2947,
+      "eval_samples_per_second": 576.908,
+      "eval_steps_per_second": 10.181,
       "step": 5568
     },
     {
@@ -1832,9 +1832,9 @@
       "eval_overall_f1": 0.9313358302122346,
       "eval_overall_precision": 0.9255583126550868,
       "eval_overall_recall": 0.9371859296482412,
-      "eval_runtime": 0.295,
-      "eval_samples_per_second": 576.21,
-      "eval_steps_per_second": 10.168,
+      "eval_runtime": 0.2946,
+      "eval_samples_per_second": 577.001,
+      "eval_steps_per_second": 10.182,
       "step": 5664
     },
     {
@@ -1863,9 +1863,9 @@
       "eval_overall_f1": 0.9364881693648817,
       "eval_overall_precision": 0.928395061728395,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2954,
-      "eval_samples_per_second": 575.542,
-      "eval_steps_per_second": 10.157,
+      "eval_runtime": 0.2957,
+      "eval_samples_per_second": 574.821,
+      "eval_steps_per_second": 10.144,
       "step": 5760
     },
     {
@@ -1894,9 +1894,9 @@
       "eval_overall_f1": 0.9425,
       "eval_overall_precision": 0.9378109452736318,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2917,
-      "eval_samples_per_second": 582.845,
-      "eval_steps_per_second": 10.285,
+      "eval_runtime": 0.2946,
+      "eval_samples_per_second": 577.052,
+      "eval_steps_per_second": 10.183,
       "step": 5856
     },
     {
@@ -1925,9 +1925,9 @@
       "eval_overall_f1": 0.9414694894146949,
       "eval_overall_precision": 0.9333333333333333,
       "eval_overall_recall": 0.949748743718593,
-      "eval_runtime": 0.2932,
-      "eval_samples_per_second": 579.811,
-      "eval_steps_per_second": 10.232,
+      "eval_runtime": 0.2943,
+      "eval_samples_per_second": 577.627,
+      "eval_steps_per_second": 10.193,
       "step": 5952
     },
     {
@@ -1956,9 +1956,9 @@
       "eval_overall_f1": 0.9376558603491272,
       "eval_overall_precision": 0.9306930693069307,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.295,
-      "eval_samples_per_second": 576.342,
-      "eval_steps_per_second": 10.171,
+      "eval_runtime": 0.2963,
+      "eval_samples_per_second": 573.823,
+      "eval_steps_per_second": 10.126,
       "step": 6048
     },
     {
@@ -1987,9 +1987,9 @@
       "eval_overall_f1": 0.9363295880149813,
       "eval_overall_precision": 0.9305210918114144,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.2952,
-      "eval_samples_per_second": 575.898,
-      "eval_steps_per_second": 10.163,
+      "eval_runtime": 0.2978,
+      "eval_samples_per_second": 570.773,
+      "eval_steps_per_second": 10.072,
       "step": 6144
     },
     {
@@ -2018,9 +2018,9 @@
       "eval_overall_f1": 0.94,
       "eval_overall_precision": 0.9353233830845771,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2932,
-      "eval_samples_per_second": 579.878,
-      "eval_steps_per_second": 10.233,
+      "eval_runtime": 0.2959,
+      "eval_samples_per_second": 574.496,
+      "eval_steps_per_second": 10.138,
       "step": 6240
     },
     {
@@ -2049,9 +2049,9 @@
       "eval_overall_f1": 0.9311639549436797,
       "eval_overall_precision": 0.9276807980049875,
       "eval_overall_recall": 0.9346733668341709,
-      "eval_runtime": 0.2979,
-      "eval_samples_per_second": 570.577,
-      "eval_steps_per_second": 10.069,
+      "eval_runtime": 0.3001,
+      "eval_samples_per_second": 566.49,
+      "eval_steps_per_second": 9.997,
       "step": 6336
     },
     {
@@ -2080,9 +2080,9 @@
       "eval_overall_f1": 0.9401496259351622,
       "eval_overall_precision": 0.9331683168316832,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.3028,
-      "eval_samples_per_second": 561.509,
-      "eval_steps_per_second": 9.909,
+      "eval_runtime": 0.2943,
+      "eval_samples_per_second": 577.556,
+      "eval_steps_per_second": 10.192,
       "step": 6432
     },
     {
@@ -2112,7 +2112,7 @@
       "eval_overall_precision": 0.9356435643564357,
       "eval_overall_recall": 0.949748743718593,
       "eval_runtime": 0.2942,
-      "eval_samples_per_second": 577.843,
+      "eval_samples_per_second": 577.854,
       "eval_steps_per_second": 10.197,
       "step": 6528
     },
@@ -2142,9 +2142,9 @@
       "eval_overall_f1": 0.9349999999999999,
       "eval_overall_precision": 0.9303482587064676,
       "eval_overall_recall": 0.9396984924623115,
-      "eval_runtime": 0.2933,
-      "eval_samples_per_second": 579.603,
-      "eval_steps_per_second": 10.228,
+      "eval_runtime": 0.2947,
+      "eval_samples_per_second": 576.834,
+      "eval_steps_per_second": 10.179,
       "step": 6624
     },
     {
@@ -2173,9 +2173,9 @@
       "eval_overall_f1": 0.9375,
       "eval_overall_precision": 0.9328358208955224,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.2946,
-      "eval_samples_per_second": 577.006,
-      "eval_steps_per_second": 10.182,
+      "eval_runtime": 0.2933,
+      "eval_samples_per_second": 579.566,
+      "eval_steps_per_second": 10.228,
       "step": 6720
     },
     {
@@ -2204,9 +2204,9 @@
       "eval_overall_f1": 0.9351620947630923,
       "eval_overall_precision": 0.9282178217821783,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.2986,
-      "eval_samples_per_second": 569.355,
-      "eval_steps_per_second": 10.047,
+      "eval_runtime": 0.2939,
+      "eval_samples_per_second": 578.421,
+      "eval_steps_per_second": 10.207,
       "step": 6816
     },
     {
@@ -2235,9 +2235,9 @@
       "eval_overall_f1": 0.9426433915211971,
       "eval_overall_precision": 0.9356435643564357,
       "eval_overall_recall": 0.949748743718593,
-      "eval_runtime": 0.2938,
-      "eval_samples_per_second": 578.601,
-      "eval_steps_per_second": 10.211,
+      "eval_runtime": 0.294,
+      "eval_samples_per_second": 578.202,
+      "eval_steps_per_second": 10.204,
       "step": 6912
     },
     {
@@ -2266,9 +2266,9 @@
       "eval_overall_f1": 0.9463171036204745,
       "eval_overall_precision": 0.9404466501240695,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.292,
-      "eval_samples_per_second": 582.243,
-      "eval_steps_per_second": 10.275,
+      "eval_runtime": 0.2958,
+      "eval_samples_per_second": 574.669,
+      "eval_steps_per_second": 10.141,
       "step": 7008
     },
     {
@@ -2297,9 +2297,9 @@
       "eval_overall_f1": 0.9413233458177278,
       "eval_overall_precision": 0.9354838709677419,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.295,
-      "eval_samples_per_second": 576.251,
-      "eval_steps_per_second": 10.169,
+      "eval_runtime": 0.2941,
+      "eval_samples_per_second": 578.07,
+      "eval_steps_per_second": 10.201,
       "step": 7104
     },
     {
@@ -2328,9 +2328,9 @@
       "eval_overall_f1": 0.9401496259351622,
       "eval_overall_precision": 0.9331683168316832,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.294,
-      "eval_samples_per_second": 578.202,
-      "eval_steps_per_second": 10.204,
+      "eval_runtime": 0.2977,
+      "eval_samples_per_second": 571.031,
+      "eval_steps_per_second": 10.077,
       "step": 7200
     },
     {
@@ -2359,9 +2359,9 @@
       "eval_overall_f1": 0.9326683291770573,
       "eval_overall_precision": 0.9257425742574258,
       "eval_overall_recall": 0.9396984924623115,
-      "eval_runtime": 0.2942,
-      "eval_samples_per_second": 577.74,
-      "eval_steps_per_second": 10.195,
+      "eval_runtime": 0.2971,
+      "eval_samples_per_second": 572.138,
+      "eval_steps_per_second": 10.097,
       "step": 7296
     },
     {
@@ -2390,9 +2390,9 @@
       "eval_overall_f1": 0.9436795994993743,
       "eval_overall_precision": 0.940149625935162,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2959,
-      "eval_samples_per_second": 574.479,
-      "eval_steps_per_second": 10.138,
+      "eval_runtime": 0.2934,
+      "eval_samples_per_second": 579.434,
+      "eval_steps_per_second": 10.225,
       "step": 7392
     },
     {
@@ -2421,9 +2421,9 @@
       "eval_overall_f1": 0.9401496259351622,
       "eval_overall_precision": 0.9331683168316832,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2931,
-      "eval_samples_per_second": 579.981,
-      "eval_steps_per_second": 10.235,
+      "eval_runtime": 0.2957,
+      "eval_samples_per_second": 574.9,
+      "eval_steps_per_second": 10.145,
       "step": 7488
     },
     {
@@ -2452,9 +2452,9 @@
       "eval_overall_f1": 0.9348370927318297,
       "eval_overall_precision": 0.9325,
       "eval_overall_recall": 0.9371859296482412,
-      "eval_runtime": 0.2919,
-      "eval_samples_per_second": 582.334,
-      "eval_steps_per_second": 10.276,
+      "eval_runtime": 0.2945,
+      "eval_samples_per_second": 577.239,
+      "eval_steps_per_second": 10.187,
       "step": 7584
     },
     {
@@ -2483,9 +2483,9 @@
       "eval_overall_f1": 0.9436795994993743,
       "eval_overall_precision": 0.940149625935162,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2979,
-      "eval_samples_per_second": 570.713,
-      "eval_steps_per_second": 10.071,
+      "eval_runtime": 0.2955,
+      "eval_samples_per_second": 575.215,
+      "eval_steps_per_second": 10.151,
       "step": 7680
     },
     {
@@ -2514,9 +2514,9 @@
       "eval_overall_f1": 0.9341614906832298,
       "eval_overall_precision": 0.9238329238329238,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2922,
-      "eval_samples_per_second": 581.875,
-      "eval_steps_per_second": 10.268,
+      "eval_runtime": 0.2941,
+      "eval_samples_per_second": 578.073,
+      "eval_steps_per_second": 10.201,
       "step": 7776
     },
     {
@@ -2545,9 +2545,9 @@
       "eval_overall_f1": 0.9363295880149813,
       "eval_overall_precision": 0.9305210918114144,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.2986,
-      "eval_samples_per_second": 569.389,
-      "eval_steps_per_second": 10.048,
+      "eval_runtime": 0.297,
+      "eval_samples_per_second": 572.331,
+      "eval_steps_per_second": 10.1,
       "step": 7872
     },
     {
@@ -2576,9 +2576,9 @@
       "eval_overall_f1": 0.9376558603491272,
       "eval_overall_precision": 0.9306930693069307,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2945,
-      "eval_samples_per_second": 577.186,
-      "eval_steps_per_second": 10.186,
+      "eval_runtime": 0.2941,
+      "eval_samples_per_second": 578.11,
+      "eval_steps_per_second": 10.202,
       "step": 7968
     },
     {
@@ -2607,9 +2607,9 @@
       "eval_overall_f1": 0.9402985074626866,
       "eval_overall_precision": 0.9310344827586207,
       "eval_overall_recall": 0.949748743718593,
-      "eval_runtime": 0.2936,
-      "eval_samples_per_second": 578.992,
-      "eval_steps_per_second": 10.217,
+      "eval_runtime": 0.2951,
+      "eval_samples_per_second": 576.01,
+      "eval_steps_per_second": 10.165,
       "step": 8064
     },
     {
@@ -2638,9 +2638,9 @@
       "eval_overall_f1": 0.9325,
       "eval_overall_precision": 0.927860696517413,
       "eval_overall_recall": 0.9371859296482412,
-      "eval_runtime": 0.2943,
-      "eval_samples_per_second": 577.644,
-      "eval_steps_per_second": 10.194,
+      "eval_runtime": 0.2956,
+      "eval_samples_per_second": 575.174,
+      "eval_steps_per_second": 10.15,
       "step": 8160
     },
     {
@@ -2669,9 +2669,9 @@
       "eval_overall_f1": 0.9353233830845771,
       "eval_overall_precision": 0.9261083743842364,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2917,
-      "eval_samples_per_second": 582.724,
-      "eval_steps_per_second": 10.283,
+      "eval_runtime": 0.2948,
+      "eval_samples_per_second": 576.576,
+      "eval_steps_per_second": 10.175,
       "step": 8256
     },
     {
@@ -2700,9 +2700,9 @@
       "eval_overall_f1": 0.9426433915211971,
       "eval_overall_precision": 0.9356435643564357,
       "eval_overall_recall": 0.949748743718593,
-      "eval_runtime": 0.2935,
-      "eval_samples_per_second": 579.298,
-      "eval_steps_per_second": 10.223,
+      "eval_runtime": 0.2965,
+      "eval_samples_per_second": 573.301,
+      "eval_steps_per_second": 10.117,
       "step": 8352
     },
     {
@@ -2731,9 +2731,9 @@
       "eval_overall_f1": 0.9328358208955224,
       "eval_overall_precision": 0.9236453201970444,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.3,
-      "eval_samples_per_second": 566.586,
-      "eval_steps_per_second": 9.999,
+      "eval_runtime": 0.2929,
+      "eval_samples_per_second": 580.312,
+      "eval_steps_per_second": 10.241,
       "step": 8448
     },
     {
@@ -2762,9 +2762,9 @@
       "eval_overall_f1": 0.9363295880149813,
       "eval_overall_precision": 0.9305210918114144,
       "eval_overall_recall": 0.9422110552763819,
-      "eval_runtime": 0.294,
-      "eval_samples_per_second": 578.268,
-      "eval_steps_per_second": 10.205,
+      "eval_runtime": 0.2952,
+      "eval_samples_per_second": 575.858,
+      "eval_steps_per_second": 10.162,
       "step": 8544
     },
     {
@@ -2793,9 +2793,9 @@
       "eval_overall_f1": 0.9463171036204745,
       "eval_overall_precision": 0.9404466501240695,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.3027,
-      "eval_samples_per_second": 561.573,
-      "eval_steps_per_second": 9.91,
+      "eval_runtime": 0.294,
+      "eval_samples_per_second": 578.321,
+      "eval_steps_per_second": 10.206,
       "step": 8640
     },
     {
@@ -2824,9 +2824,9 @@
       "eval_overall_f1": 0.9451371571072318,
       "eval_overall_precision": 0.9381188118811881,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.2968,
-      "eval_samples_per_second": 572.87,
-      "eval_steps_per_second": 10.109,
+      "eval_runtime": 0.295,
+      "eval_samples_per_second": 576.341,
+      "eval_steps_per_second": 10.171,
       "step": 8736
     },
     {
@@ -2855,9 +2855,9 @@
       "eval_overall_f1": 0.9439601494396015,
       "eval_overall_precision": 0.9358024691358025,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.3044,
-      "eval_samples_per_second": 558.507,
-      "eval_steps_per_second": 9.856,
+      "eval_runtime": 0.2961,
+      "eval_samples_per_second": 574.189,
+      "eval_steps_per_second": 10.133,
       "step": 8832
     },
     {
@@ -2886,9 +2886,9 @@
       "eval_overall_f1": 0.9451371571072318,
       "eval_overall_precision": 0.9381188118811881,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.2942,
-      "eval_samples_per_second": 577.754,
-      "eval_steps_per_second": 10.196,
+      "eval_runtime": 0.2947,
+      "eval_samples_per_second": 576.815,
+      "eval_steps_per_second": 10.179,
       "step": 8928
     },
     {
@@ -2917,9 +2917,9 @@
       "eval_overall_f1": 0.9439601494396015,
       "eval_overall_precision": 0.9358024691358025,
       "eval_overall_recall": 0.9522613065326633,
-      "eval_runtime": 0.2946,
-      "eval_samples_per_second": 577.041,
-      "eval_steps_per_second": 10.183,
+      "eval_runtime": 0.2928,
+      "eval_samples_per_second": 580.59,
+      "eval_steps_per_second": 10.246,
       "step": 9024
     },
     {
@@ -2948,9 +2948,9 @@
       "eval_overall_f1": 0.9438202247191011,
       "eval_overall_precision": 0.9379652605459057,
       "eval_overall_recall": 0.949748743718593,
-      "eval_runtime": 0.2933,
-      "eval_samples_per_second": 579.659,
-      "eval_steps_per_second": 10.229,
+      "eval_runtime": 0.2956,
+      "eval_samples_per_second": 575.141,
+      "eval_steps_per_second": 10.15,
       "step": 9120
     },
     {
@@ -2979,9 +2979,9 @@
       "eval_overall_f1": 0.9401496259351622,
       "eval_overall_precision": 0.9331683168316832,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.294,
-      "eval_samples_per_second": 578.247,
-      "eval_steps_per_second": 10.204,
+      "eval_runtime": 0.298,
+      "eval_samples_per_second": 570.379,
+      "eval_steps_per_second": 10.066,
       "step": 9216
     },
     {
@@ -3010,9 +3010,9 @@
       "eval_overall_f1": 0.9389788293897883,
       "eval_overall_precision": 0.9308641975308642,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2956,
-      "eval_samples_per_second": 575.094,
-      "eval_steps_per_second": 10.149,
+      "eval_runtime": 0.2961,
+      "eval_samples_per_second": 574.182,
+      "eval_steps_per_second": 10.133,
       "step": 9312
     },
     {
@@ -3041,9 +3041,9 @@
       "eval_overall_f1": 0.9425,
       "eval_overall_precision": 0.9378109452736318,
       "eval_overall_recall": 0.9472361809045227,
-      "eval_runtime": 0.2937,
-      "eval_samples_per_second": 578.853,
-      "eval_steps_per_second": 10.215,
+      "eval_runtime": 0.2945,
+      "eval_samples_per_second": 577.262,
+      "eval_steps_per_second": 10.187,
       "step": 9408
     },
     {
@@ -3072,9 +3072,9 @@
       "eval_overall_f1": 0.9388264669163546,
       "eval_overall_precision": 0.9330024813895782,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2948,
-      "eval_samples_per_second": 576.759,
-      "eval_steps_per_second": 10.178,
+      "eval_runtime": 0.2944,
+      "eval_samples_per_second": 577.515,
+      "eval_steps_per_second": 10.191,
       "step": 9504
     },
     {
@@ -3103,9 +3103,9 @@
       "eval_overall_f1": 0.9388264669163546,
       "eval_overall_precision": 0.9330024813895782,
       "eval_overall_recall": 0.9447236180904522,
-      "eval_runtime": 0.2948,
-      "eval_samples_per_second": 576.64,
-      "eval_steps_per_second": 10.176,
+      "eval_runtime": 0.2961,
+      "eval_samples_per_second": 574.074,
+      "eval_steps_per_second": 10.131,
       "step": 9600
     },
     {
@@ -3113,9 +3113,9 @@
       "step": 9600,
       "total_flos": 4297274884593540.0,
       "train_loss": 0.03787872251744072,
-      "train_runtime": 554.9919,
-      "train_samples_per_second": 275.68,
-      "train_steps_per_second": 17.298
+      "train_runtime": 546.1852,
+      "train_samples_per_second": 280.125,
+      "train_steps_per_second": 17.576
     }
   ],
   "logging_steps": 500,