apwic commited on
Commit
15de95b
1 Parent(s): b498ff2

End of training

Browse files
README.md CHANGED
@@ -1,4 +1,6 @@
1
  ---
 
 
2
  license: mit
3
  base_model: indolem/indobert-base-uncased
4
  tags:
 
1
  ---
2
+ language:
3
+ - id
4
  license: mit
5
  base_model: indolem/indobert-base-uncased
6
  tags:
all_results.json CHANGED
@@ -25,10 +25,10 @@
25
  "eval_overall_f1": 0.8279569892473119,
26
  "eval_overall_precision": 0.7758186397984886,
27
  "eval_overall_recall": 0.8876080691642652,
28
- "eval_runtime": 0.3979,
29
  "eval_samples": 187,
30
- "eval_samples_per_second": 469.937,
31
- "eval_steps_per_second": 7.539,
32
  "predict_LOCATION_f1": 0.8337236533957846,
33
  "predict_LOCATION_number": 207,
34
  "predict_LOCATION_precision": 0.8090909090909091,
@@ -54,12 +54,12 @@
54
  "predict_overall_f1": 0.8180764774044034,
55
  "predict_overall_precision": 0.7775330396475771,
56
  "predict_overall_recall": 0.863080684596577,
57
- "predict_runtime": 0.8374,
58
- "predict_samples_per_second": 558.895,
59
- "predict_steps_per_second": 9.554,
60
  "train_loss": 0.07702873169251208,
61
- "train_runtime": 617.7991,
62
  "train_samples": 1688,
63
- "train_samples_per_second": 273.228,
64
- "train_steps_per_second": 17.158
65
  }
 
25
  "eval_overall_f1": 0.8279569892473119,
26
  "eval_overall_precision": 0.7758186397984886,
27
  "eval_overall_recall": 0.8876080691642652,
28
+ "eval_runtime": 0.384,
29
  "eval_samples": 187,
30
+ "eval_samples_per_second": 486.93,
31
+ "eval_steps_per_second": 7.812,
32
  "predict_LOCATION_f1": 0.8337236533957846,
33
  "predict_LOCATION_number": 207,
34
  "predict_LOCATION_precision": 0.8090909090909091,
 
54
  "predict_overall_f1": 0.8180764774044034,
55
  "predict_overall_precision": 0.7775330396475771,
56
  "predict_overall_recall": 0.863080684596577,
57
+ "predict_runtime": 0.8236,
58
+ "predict_samples_per_second": 568.217,
59
+ "predict_steps_per_second": 9.713,
60
  "train_loss": 0.07702873169251208,
61
+ "train_runtime": 615.3274,
62
  "train_samples": 1688,
63
+ "train_samples_per_second": 274.326,
64
+ "train_steps_per_second": 17.227
65
  }
eval_results.json CHANGED
@@ -25,8 +25,8 @@
25
  "eval_overall_f1": 0.8279569892473119,
26
  "eval_overall_precision": 0.7758186397984886,
27
  "eval_overall_recall": 0.8876080691642652,
28
- "eval_runtime": 0.3979,
29
  "eval_samples": 187,
30
- "eval_samples_per_second": 469.937,
31
- "eval_steps_per_second": 7.539
32
  }
 
25
  "eval_overall_f1": 0.8279569892473119,
26
  "eval_overall_precision": 0.7758186397984886,
27
  "eval_overall_recall": 0.8876080691642652,
28
+ "eval_runtime": 0.384,
29
  "eval_samples": 187,
30
+ "eval_samples_per_second": 486.93,
31
+ "eval_steps_per_second": 7.812
32
  }
predict_results.json CHANGED
@@ -24,7 +24,7 @@
24
  "predict_overall_f1": 0.8180764774044034,
25
  "predict_overall_precision": 0.7775330396475771,
26
  "predict_overall_recall": 0.863080684596577,
27
- "predict_runtime": 0.8374,
28
- "predict_samples_per_second": 558.895,
29
- "predict_steps_per_second": 9.554
30
  }
 
24
  "predict_overall_f1": 0.8180764774044034,
25
  "predict_overall_precision": 0.7775330396475771,
26
  "predict_overall_recall": 0.863080684596577,
27
+ "predict_runtime": 0.8236,
28
+ "predict_samples_per_second": 568.217,
29
+ "predict_steps_per_second": 9.713
30
  }
runs/Jun04_08-31-55_a358b85c7679/events.out.tfevents.1717490544.a358b85c7679.579820.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:de951820970f34f0cb241aa8e9ca1d314ed9a6d1108d9a3ef0643c72b5562f33
3
+ size 1759
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 100.0,
3
  "train_loss": 0.07702873169251208,
4
- "train_runtime": 617.7991,
5
  "train_samples": 1688,
6
- "train_samples_per_second": 273.228,
7
- "train_steps_per_second": 17.158
8
  }
 
1
  {
2
  "epoch": 100.0,
3
  "train_loss": 0.07702873169251208,
4
+ "train_runtime": 615.3274,
5
  "train_samples": 1688,
6
+ "train_samples_per_second": 274.326,
7
+ "train_steps_per_second": 17.227
8
  }
trainer_state.json CHANGED
@@ -42,9 +42,9 @@
42
  "eval_overall_f1": 0.010471204188481676,
43
  "eval_overall_precision": 0.05714285714285714,
44
  "eval_overall_recall": 0.005763688760806916,
45
- "eval_runtime": 0.3794,
46
- "eval_samples_per_second": 492.882,
47
- "eval_steps_per_second": 7.907,
48
  "step": 106
49
  },
50
  {
@@ -81,9 +81,9 @@
81
  "eval_overall_f1": 0.5092989985693849,
82
  "eval_overall_precision": 0.5056818181818182,
83
  "eval_overall_recall": 0.5129682997118156,
84
- "eval_runtime": 0.384,
85
- "eval_samples_per_second": 487.013,
86
- "eval_steps_per_second": 7.813,
87
  "step": 212
88
  },
89
  {
@@ -120,9 +120,9 @@
120
  "eval_overall_f1": 0.6972477064220184,
121
  "eval_overall_precision": 0.6394230769230769,
122
  "eval_overall_recall": 0.7665706051873199,
123
- "eval_runtime": 0.3835,
124
- "eval_samples_per_second": 487.567,
125
- "eval_steps_per_second": 7.822,
126
  "step": 318
127
  },
128
  {
@@ -159,9 +159,9 @@
159
  "eval_overall_f1": 0.7268170426065164,
160
  "eval_overall_precision": 0.6430155210643016,
161
  "eval_overall_recall": 0.8357348703170029,
162
- "eval_runtime": 0.3839,
163
- "eval_samples_per_second": 487.123,
164
- "eval_steps_per_second": 7.815,
165
  "step": 424
166
  },
167
  {
@@ -198,9 +198,9 @@
198
  "eval_overall_f1": 0.7387387387387387,
199
  "eval_overall_precision": 0.6674418604651163,
200
  "eval_overall_recall": 0.8270893371757925,
201
- "eval_runtime": 0.3818,
202
- "eval_samples_per_second": 489.801,
203
- "eval_steps_per_second": 7.858,
204
  "step": 530
205
  },
206
  {
@@ -237,9 +237,9 @@
237
  "eval_overall_f1": 0.7404674046740467,
238
  "eval_overall_precision": 0.6459227467811158,
239
  "eval_overall_recall": 0.8674351585014409,
240
- "eval_runtime": 0.3851,
241
- "eval_samples_per_second": 485.593,
242
- "eval_steps_per_second": 7.79,
243
  "step": 636
244
  },
245
  {
@@ -276,9 +276,9 @@
276
  "eval_overall_f1": 0.7725540025412961,
277
  "eval_overall_precision": 0.6909090909090909,
278
  "eval_overall_recall": 0.8760806916426513,
279
- "eval_runtime": 0.3837,
280
- "eval_samples_per_second": 487.42,
281
- "eval_steps_per_second": 7.82,
282
  "step": 742
283
  },
284
  {
@@ -315,9 +315,9 @@
315
  "eval_overall_f1": 0.7678571428571429,
316
  "eval_overall_precision": 0.6887871853546911,
317
  "eval_overall_recall": 0.8674351585014409,
318
- "eval_runtime": 0.3829,
319
- "eval_samples_per_second": 488.319,
320
- "eval_steps_per_second": 7.834,
321
  "step": 848
322
  },
323
  {
@@ -354,9 +354,9 @@
354
  "eval_overall_f1": 0.7890625,
355
  "eval_overall_precision": 0.7197149643705463,
356
  "eval_overall_recall": 0.8731988472622478,
357
- "eval_runtime": 0.383,
358
- "eval_samples_per_second": 488.261,
359
- "eval_steps_per_second": 7.833,
360
  "step": 954
361
  },
362
  {
@@ -393,9 +393,9 @@
393
  "eval_overall_f1": 0.7898936170212766,
394
  "eval_overall_precision": 0.7333333333333333,
395
  "eval_overall_recall": 0.8559077809798271,
396
- "eval_runtime": 0.3824,
397
- "eval_samples_per_second": 489.077,
398
- "eval_steps_per_second": 7.846,
399
  "step": 1060
400
  },
401
  {
@@ -432,9 +432,9 @@
432
  "eval_overall_f1": 0.8005284015852047,
433
  "eval_overall_precision": 0.7390243902439024,
434
  "eval_overall_recall": 0.8731988472622478,
435
- "eval_runtime": 0.3853,
436
- "eval_samples_per_second": 485.3,
437
- "eval_steps_per_second": 7.786,
438
  "step": 1166
439
  },
440
  {
@@ -471,9 +471,9 @@
471
  "eval_overall_f1": 0.8068331143232589,
472
  "eval_overall_precision": 0.7415458937198067,
473
  "eval_overall_recall": 0.8847262247838616,
474
- "eval_runtime": 0.3843,
475
- "eval_samples_per_second": 486.592,
476
- "eval_steps_per_second": 7.806,
477
  "step": 1272
478
  },
479
  {
@@ -510,9 +510,9 @@
510
  "eval_overall_f1": 0.8005249343832022,
511
  "eval_overall_precision": 0.7349397590361446,
512
  "eval_overall_recall": 0.8789625360230547,
513
- "eval_runtime": 0.385,
514
- "eval_samples_per_second": 485.72,
515
- "eval_steps_per_second": 7.792,
516
  "step": 1378
517
  },
518
  {
@@ -549,9 +549,9 @@
549
  "eval_overall_f1": 0.8064085447263017,
550
  "eval_overall_precision": 0.7512437810945274,
551
  "eval_overall_recall": 0.8703170028818443,
552
- "eval_runtime": 0.3842,
553
- "eval_samples_per_second": 486.72,
554
- "eval_steps_per_second": 7.808,
555
  "step": 1484
556
  },
557
  {
@@ -588,9 +588,9 @@
588
  "eval_overall_f1": 0.8031704095112285,
589
  "eval_overall_precision": 0.7414634146341463,
590
  "eval_overall_recall": 0.8760806916426513,
591
- "eval_runtime": 0.3846,
592
- "eval_samples_per_second": 486.215,
593
- "eval_steps_per_second": 7.8,
594
  "step": 1590
595
  },
596
  {
@@ -627,9 +627,9 @@
627
  "eval_overall_f1": 0.8042609853528628,
628
  "eval_overall_precision": 0.7475247524752475,
629
  "eval_overall_recall": 0.8703170028818443,
630
- "eval_runtime": 0.3815,
631
- "eval_samples_per_second": 490.131,
632
- "eval_steps_per_second": 7.863,
633
  "step": 1696
634
  },
635
  {
@@ -666,9 +666,9 @@
666
  "eval_overall_f1": 0.8123324396782842,
667
  "eval_overall_precision": 0.7593984962406015,
668
  "eval_overall_recall": 0.8731988472622478,
669
- "eval_runtime": 0.382,
670
- "eval_samples_per_second": 489.585,
671
- "eval_steps_per_second": 7.854,
672
  "step": 1802
673
  },
674
  {
@@ -705,9 +705,9 @@
705
  "eval_overall_f1": 0.7936925098554534,
706
  "eval_overall_precision": 0.7294685990338164,
707
  "eval_overall_recall": 0.8703170028818443,
708
- "eval_runtime": 0.3827,
709
- "eval_samples_per_second": 488.657,
710
- "eval_steps_per_second": 7.839,
711
  "step": 1908
712
  },
713
  {
@@ -744,9 +744,9 @@
744
  "eval_overall_f1": 0.8113207547169812,
745
  "eval_overall_precision": 0.7620253164556962,
746
  "eval_overall_recall": 0.8674351585014409,
747
- "eval_runtime": 0.3824,
748
- "eval_samples_per_second": 489.033,
749
- "eval_steps_per_second": 7.845,
750
  "step": 2014
751
  },
752
  {
@@ -783,9 +783,9 @@
783
  "eval_overall_f1": 0.8170894526034712,
784
  "eval_overall_precision": 0.7611940298507462,
785
  "eval_overall_recall": 0.8818443804034583,
786
- "eval_runtime": 0.3855,
787
- "eval_samples_per_second": 485.095,
788
- "eval_steps_per_second": 7.782,
789
  "step": 2120
790
  },
791
  {
@@ -822,9 +822,9 @@
822
  "eval_overall_f1": 0.8083989501312335,
823
  "eval_overall_precision": 0.7421686746987952,
824
  "eval_overall_recall": 0.8876080691642652,
825
- "eval_runtime": 0.3822,
826
- "eval_samples_per_second": 489.294,
827
- "eval_steps_per_second": 7.85,
828
  "step": 2226
829
  },
830
  {
@@ -861,9 +861,9 @@
861
  "eval_overall_f1": 0.8125819134993448,
862
  "eval_overall_precision": 0.7451923076923077,
863
  "eval_overall_recall": 0.8933717579250721,
864
- "eval_runtime": 0.3823,
865
- "eval_samples_per_second": 489.112,
866
- "eval_steps_per_second": 7.847,
867
  "step": 2332
868
  },
869
  {
@@ -900,9 +900,9 @@
900
  "eval_overall_f1": 0.8187919463087249,
901
  "eval_overall_precision": 0.7663316582914573,
902
  "eval_overall_recall": 0.8789625360230547,
903
- "eval_runtime": 0.3861,
904
- "eval_samples_per_second": 484.362,
905
- "eval_steps_per_second": 7.771,
906
  "step": 2438
907
  },
908
  {
@@ -939,9 +939,9 @@
939
  "eval_overall_f1": 0.8031704095112285,
940
  "eval_overall_precision": 0.7414634146341463,
941
  "eval_overall_recall": 0.8760806916426513,
942
- "eval_runtime": 0.382,
943
- "eval_samples_per_second": 489.488,
944
- "eval_steps_per_second": 7.853,
945
  "step": 2544
946
  },
947
  {
@@ -978,9 +978,9 @@
978
  "eval_overall_f1": 0.809078771695594,
979
  "eval_overall_precision": 0.753731343283582,
980
  "eval_overall_recall": 0.8731988472622478,
981
- "eval_runtime": 0.3807,
982
- "eval_samples_per_second": 491.209,
983
- "eval_steps_per_second": 7.88,
984
  "step": 2650
985
  },
986
  {
@@ -1017,9 +1017,9 @@
1017
  "eval_overall_f1": 0.8085106382978724,
1018
  "eval_overall_precision": 0.7506172839506173,
1019
  "eval_overall_recall": 0.8760806916426513,
1020
- "eval_runtime": 0.3811,
1021
- "eval_samples_per_second": 490.638,
1022
- "eval_steps_per_second": 7.871,
1023
  "step": 2756
1024
  },
1025
  {
@@ -1056,9 +1056,9 @@
1056
  "eval_overall_f1": 0.7973333333333333,
1057
  "eval_overall_precision": 0.7419354838709677,
1058
  "eval_overall_recall": 0.861671469740634,
1059
- "eval_runtime": 0.3815,
1060
- "eval_samples_per_second": 490.169,
1061
- "eval_steps_per_second": 7.864,
1062
  "step": 2862
1063
  },
1064
  {
@@ -1095,9 +1095,9 @@
1095
  "eval_overall_f1": 0.8113207547169812,
1096
  "eval_overall_precision": 0.7620253164556962,
1097
  "eval_overall_recall": 0.8674351585014409,
1098
- "eval_runtime": 0.3842,
1099
- "eval_samples_per_second": 486.711,
1100
- "eval_steps_per_second": 7.808,
1101
  "step": 2968
1102
  },
1103
  {
@@ -1134,9 +1134,9 @@
1134
  "eval_overall_f1": 0.8215223097112859,
1135
  "eval_overall_precision": 0.7542168674698795,
1136
  "eval_overall_recall": 0.9020172910662824,
1137
- "eval_runtime": 0.3776,
1138
- "eval_samples_per_second": 495.264,
1139
- "eval_steps_per_second": 7.945,
1140
  "step": 3074
1141
  },
1142
  {
@@ -1173,9 +1173,9 @@
1173
  "eval_overall_f1": 0.8178243774574051,
1174
  "eval_overall_precision": 0.75,
1175
  "eval_overall_recall": 0.899135446685879,
1176
- "eval_runtime": 0.3797,
1177
- "eval_samples_per_second": 492.476,
1178
- "eval_steps_per_second": 7.901,
1179
  "step": 3180
1180
  },
1181
  {
@@ -1212,9 +1212,9 @@
1212
  "eval_overall_f1": 0.824631860776439,
1213
  "eval_overall_precision": 0.77,
1214
  "eval_overall_recall": 0.8876080691642652,
1215
- "eval_runtime": 0.3808,
1216
- "eval_samples_per_second": 491.094,
1217
- "eval_steps_per_second": 7.879,
1218
  "step": 3286
1219
  },
1220
  {
@@ -1251,9 +1251,9 @@
1251
  "eval_overall_f1": 0.8110236220472441,
1252
  "eval_overall_precision": 0.744578313253012,
1253
  "eval_overall_recall": 0.8904899135446686,
1254
- "eval_runtime": 0.3806,
1255
- "eval_samples_per_second": 491.284,
1256
- "eval_steps_per_second": 7.882,
1257
  "step": 3392
1258
  },
1259
  {
@@ -1290,9 +1290,9 @@
1290
  "eval_overall_f1": 0.8078947368421052,
1291
  "eval_overall_precision": 0.7433414043583535,
1292
  "eval_overall_recall": 0.8847262247838616,
1293
- "eval_runtime": 0.3814,
1294
- "eval_samples_per_second": 490.329,
1295
- "eval_steps_per_second": 7.866,
1296
  "step": 3498
1297
  },
1298
  {
@@ -1329,9 +1329,9 @@
1329
  "eval_overall_f1": 0.8178137651821863,
1330
  "eval_overall_precision": 0.7690355329949239,
1331
  "eval_overall_recall": 0.8731988472622478,
1332
- "eval_runtime": 0.3812,
1333
- "eval_samples_per_second": 490.509,
1334
- "eval_steps_per_second": 7.869,
1335
  "step": 3604
1336
  },
1337
  {
@@ -1368,9 +1368,9 @@
1368
  "eval_overall_f1": 0.8005249343832022,
1369
  "eval_overall_precision": 0.7349397590361446,
1370
  "eval_overall_recall": 0.8789625360230547,
1371
- "eval_runtime": 0.3814,
1372
- "eval_samples_per_second": 490.266,
1373
- "eval_steps_per_second": 7.865,
1374
  "step": 3710
1375
  },
1376
  {
@@ -1407,9 +1407,9 @@
1407
  "eval_overall_f1": 0.8121693121693121,
1408
  "eval_overall_precision": 0.7506112469437652,
1409
  "eval_overall_recall": 0.8847262247838616,
1410
- "eval_runtime": 0.3811,
1411
- "eval_samples_per_second": 490.741,
1412
- "eval_steps_per_second": 7.873,
1413
  "step": 3816
1414
  },
1415
  {
@@ -1446,9 +1446,9 @@
1446
  "eval_overall_f1": 0.8067444876783398,
1447
  "eval_overall_precision": 0.7334905660377359,
1448
  "eval_overall_recall": 0.8962536023054755,
1449
- "eval_runtime": 0.3817,
1450
- "eval_samples_per_second": 489.871,
1451
- "eval_steps_per_second": 7.859,
1452
  "step": 3922
1453
  },
1454
  {
@@ -1485,9 +1485,9 @@
1485
  "eval_overall_f1": 0.8134228187919462,
1486
  "eval_overall_precision": 0.7613065326633166,
1487
  "eval_overall_recall": 0.8731988472622478,
1488
- "eval_runtime": 0.3789,
1489
- "eval_samples_per_second": 493.552,
1490
- "eval_steps_per_second": 7.918,
1491
  "step": 4028
1492
  },
1493
  {
@@ -1524,9 +1524,9 @@
1524
  "eval_overall_f1": 0.821954484605087,
1525
  "eval_overall_precision": 0.7675,
1526
  "eval_overall_recall": 0.8847262247838616,
1527
- "eval_runtime": 0.3796,
1528
- "eval_samples_per_second": 492.597,
1529
- "eval_steps_per_second": 7.903,
1530
  "step": 4134
1531
  },
1532
  {
@@ -1563,9 +1563,9 @@
1563
  "eval_overall_f1": 0.8122503328894807,
1564
  "eval_overall_precision": 0.754950495049505,
1565
  "eval_overall_recall": 0.8789625360230547,
1566
- "eval_runtime": 0.3829,
1567
- "eval_samples_per_second": 488.422,
1568
- "eval_steps_per_second": 7.836,
1569
  "step": 4240
1570
  },
1571
  {
@@ -1602,9 +1602,9 @@
1602
  "eval_overall_f1": 0.8111702127659575,
1603
  "eval_overall_precision": 0.7530864197530864,
1604
  "eval_overall_recall": 0.8789625360230547,
1605
- "eval_runtime": 0.3809,
1606
- "eval_samples_per_second": 490.972,
1607
- "eval_steps_per_second": 7.877,
1608
  "step": 4346
1609
  },
1610
  {
@@ -1641,9 +1641,9 @@
1641
  "eval_overall_f1": 0.8015873015873015,
1642
  "eval_overall_precision": 0.7408312958435208,
1643
  "eval_overall_recall": 0.8731988472622478,
1644
- "eval_runtime": 0.381,
1645
- "eval_samples_per_second": 490.832,
1646
- "eval_steps_per_second": 7.874,
1647
  "step": 4452
1648
  },
1649
  {
@@ -1680,9 +1680,9 @@
1680
  "eval_overall_f1": 0.7947712418300654,
1681
  "eval_overall_precision": 0.7272727272727273,
1682
  "eval_overall_recall": 0.8760806916426513,
1683
- "eval_runtime": 0.3866,
1684
- "eval_samples_per_second": 483.708,
1685
- "eval_steps_per_second": 7.76,
1686
  "step": 4558
1687
  },
1688
  {
@@ -1719,9 +1719,9 @@
1719
  "eval_overall_f1": 0.8155080213903744,
1720
  "eval_overall_precision": 0.7605985037406484,
1721
  "eval_overall_recall": 0.8789625360230547,
1722
- "eval_runtime": 0.3884,
1723
- "eval_samples_per_second": 481.483,
1724
- "eval_steps_per_second": 7.724,
1725
  "step": 4664
1726
  },
1727
  {
@@ -1758,9 +1758,9 @@
1758
  "eval_overall_f1": 0.8150134048257373,
1759
  "eval_overall_precision": 0.7619047619047619,
1760
  "eval_overall_recall": 0.8760806916426513,
1761
- "eval_runtime": 0.3819,
1762
- "eval_samples_per_second": 489.663,
1763
- "eval_steps_per_second": 7.856,
1764
  "step": 4770
1765
  },
1766
  {
@@ -1797,9 +1797,9 @@
1797
  "eval_overall_f1": 0.824631860776439,
1798
  "eval_overall_precision": 0.77,
1799
  "eval_overall_recall": 0.8876080691642652,
1800
- "eval_runtime": 0.3858,
1801
- "eval_samples_per_second": 484.67,
1802
- "eval_steps_per_second": 7.775,
1803
  "step": 4876
1804
  },
1805
  {
@@ -1836,9 +1836,9 @@
1836
  "eval_overall_f1": 0.8225806451612904,
1837
  "eval_overall_precision": 0.7707808564231738,
1838
  "eval_overall_recall": 0.8818443804034583,
1839
- "eval_runtime": 0.3801,
1840
- "eval_samples_per_second": 491.914,
1841
- "eval_steps_per_second": 7.892,
1842
  "step": 4982
1843
  },
1844
  {
@@ -1875,9 +1875,9 @@
1875
  "eval_overall_f1": 0.8122503328894807,
1876
  "eval_overall_precision": 0.754950495049505,
1877
  "eval_overall_recall": 0.8789625360230547,
1878
- "eval_runtime": 0.3826,
1879
- "eval_samples_per_second": 488.801,
1880
- "eval_steps_per_second": 7.842,
1881
  "step": 5088
1882
  },
1883
  {
@@ -1914,9 +1914,9 @@
1914
  "eval_overall_f1": 0.8197596795727637,
1915
  "eval_overall_precision": 0.763681592039801,
1916
  "eval_overall_recall": 0.8847262247838616,
1917
- "eval_runtime": 0.3811,
1918
- "eval_samples_per_second": 490.704,
1919
- "eval_steps_per_second": 7.872,
1920
  "step": 5194
1921
  },
1922
  {
@@ -1953,9 +1953,9 @@
1953
  "eval_overall_f1": 0.809078771695594,
1954
  "eval_overall_precision": 0.753731343283582,
1955
  "eval_overall_recall": 0.8731988472622478,
1956
- "eval_runtime": 0.3811,
1957
- "eval_samples_per_second": 490.717,
1958
- "eval_steps_per_second": 7.872,
1959
  "step": 5300
1960
  },
1961
  {
@@ -1992,9 +1992,9 @@
1992
  "eval_overall_f1": 0.8164893617021276,
1993
  "eval_overall_precision": 0.7580246913580246,
1994
  "eval_overall_recall": 0.8847262247838616,
1995
- "eval_runtime": 0.38,
1996
- "eval_samples_per_second": 492.072,
1997
- "eval_steps_per_second": 7.894,
1998
  "step": 5406
1999
  },
2000
  {
@@ -2031,9 +2031,9 @@
2031
  "eval_overall_f1": 0.8078947368421052,
2032
  "eval_overall_precision": 0.7433414043583535,
2033
  "eval_overall_recall": 0.8847262247838616,
2034
- "eval_runtime": 0.3796,
2035
- "eval_samples_per_second": 492.685,
2036
- "eval_steps_per_second": 7.904,
2037
  "step": 5512
2038
  },
2039
  {
@@ -2070,9 +2070,9 @@
2070
  "eval_overall_f1": 0.8192771084337349,
2071
  "eval_overall_precision": 0.765,
2072
  "eval_overall_recall": 0.8818443804034583,
2073
- "eval_runtime": 0.3817,
2074
- "eval_samples_per_second": 489.88,
2075
- "eval_steps_per_second": 7.859,
2076
  "step": 5618
2077
  },
2078
  {
@@ -2109,9 +2109,9 @@
2109
  "eval_overall_f1": 0.8161073825503355,
2110
  "eval_overall_precision": 0.7638190954773869,
2111
  "eval_overall_recall": 0.8760806916426513,
2112
- "eval_runtime": 0.38,
2113
- "eval_samples_per_second": 492.108,
2114
- "eval_steps_per_second": 7.895,
2115
  "step": 5724
2116
  },
2117
  {
@@ -2148,9 +2148,9 @@
2148
  "eval_overall_f1": 0.8225806451612904,
2149
  "eval_overall_precision": 0.7707808564231738,
2150
  "eval_overall_recall": 0.8818443804034583,
2151
- "eval_runtime": 0.3823,
2152
- "eval_samples_per_second": 489.195,
2153
- "eval_steps_per_second": 7.848,
2154
  "step": 5830
2155
  },
2156
  {
@@ -2187,9 +2187,9 @@
2187
  "eval_overall_f1": 0.825268817204301,
2188
  "eval_overall_precision": 0.7732997481108312,
2189
  "eval_overall_recall": 0.8847262247838616,
2190
- "eval_runtime": 0.3818,
2191
- "eval_samples_per_second": 489.828,
2192
- "eval_steps_per_second": 7.858,
2193
  "step": 5936
2194
  },
2195
  {
@@ -2226,9 +2226,9 @@
2226
  "eval_overall_f1": 0.8265582655826558,
2227
  "eval_overall_precision": 0.7800511508951407,
2228
  "eval_overall_recall": 0.8789625360230547,
2229
- "eval_runtime": 0.3844,
2230
- "eval_samples_per_second": 486.511,
2231
- "eval_steps_per_second": 7.805,
2232
  "step": 6042
2233
  },
2234
  {
@@ -2265,9 +2265,9 @@
2265
  "eval_overall_f1": 0.8233695652173914,
2266
  "eval_overall_precision": 0.7789203084832905,
2267
  "eval_overall_recall": 0.8731988472622478,
2268
- "eval_runtime": 0.3838,
2269
- "eval_samples_per_second": 487.237,
2270
- "eval_steps_per_second": 7.817,
2271
  "step": 6148
2272
  },
2273
  {
@@ -2304,9 +2304,9 @@
2304
  "eval_overall_f1": 0.8247978436657682,
2305
  "eval_overall_precision": 0.7746835443037975,
2306
  "eval_overall_recall": 0.8818443804034583,
2307
- "eval_runtime": 0.3819,
2308
- "eval_samples_per_second": 489.606,
2309
- "eval_steps_per_second": 7.855,
2310
  "step": 6254
2311
  },
2312
  {
@@ -2343,9 +2343,9 @@
2343
  "eval_overall_f1": 0.823529411764706,
2344
  "eval_overall_precision": 0.7680798004987531,
2345
  "eval_overall_recall": 0.8876080691642652,
2346
- "eval_runtime": 0.3814,
2347
- "eval_samples_per_second": 490.355,
2348
- "eval_steps_per_second": 7.867,
2349
  "step": 6360
2350
  },
2351
  {
@@ -2382,9 +2382,9 @@
2382
  "eval_overall_f1": 0.8243243243243243,
2383
  "eval_overall_precision": 0.7760814249363868,
2384
  "eval_overall_recall": 0.8789625360230547,
2385
- "eval_runtime": 0.3807,
2386
- "eval_samples_per_second": 491.26,
2387
- "eval_steps_per_second": 7.881,
2388
  "step": 6466
2389
  },
2390
  {
@@ -2421,9 +2421,9 @@
2421
  "eval_overall_f1": 0.8100929614873836,
2422
  "eval_overall_precision": 0.7512315270935961,
2423
  "eval_overall_recall": 0.8789625360230547,
2424
- "eval_runtime": 0.3823,
2425
- "eval_samples_per_second": 489.119,
2426
- "eval_steps_per_second": 7.847,
2427
  "step": 6572
2428
  },
2429
  {
@@ -2460,9 +2460,9 @@
2460
  "eval_overall_f1": 0.8068783068783069,
2461
  "eval_overall_precision": 0.7457212713936431,
2462
  "eval_overall_recall": 0.8789625360230547,
2463
- "eval_runtime": 0.3822,
2464
- "eval_samples_per_second": 489.213,
2465
- "eval_steps_per_second": 7.848,
2466
  "step": 6678
2467
  },
2468
  {
@@ -2499,9 +2499,9 @@
2499
  "eval_overall_f1": 0.827027027027027,
2500
  "eval_overall_precision": 0.7786259541984732,
2501
  "eval_overall_recall": 0.8818443804034583,
2502
- "eval_runtime": 0.3816,
2503
- "eval_samples_per_second": 490.051,
2504
- "eval_steps_per_second": 7.862,
2505
  "step": 6784
2506
  },
2507
  {
@@ -2538,9 +2538,9 @@
2538
  "eval_overall_f1": 0.8203753351206434,
2539
  "eval_overall_precision": 0.7669172932330827,
2540
  "eval_overall_recall": 0.8818443804034583,
2541
- "eval_runtime": 0.3816,
2542
- "eval_samples_per_second": 490.058,
2543
- "eval_steps_per_second": 7.862,
2544
  "step": 6890
2545
  },
2546
  {
@@ -2577,9 +2577,9 @@
2577
  "eval_overall_f1": 0.8149134487350199,
2578
  "eval_overall_precision": 0.7574257425742574,
2579
  "eval_overall_recall": 0.8818443804034583,
2580
- "eval_runtime": 0.3787,
2581
- "eval_samples_per_second": 493.797,
2582
- "eval_steps_per_second": 7.922,
2583
  "step": 6996
2584
  },
2585
  {
@@ -2616,9 +2616,9 @@
2616
  "eval_overall_f1": 0.8068783068783069,
2617
  "eval_overall_precision": 0.7457212713936431,
2618
  "eval_overall_recall": 0.8789625360230547,
2619
- "eval_runtime": 0.3813,
2620
- "eval_samples_per_second": 490.424,
2621
- "eval_steps_per_second": 7.868,
2622
  "step": 7102
2623
  },
2624
  {
@@ -2655,9 +2655,9 @@
2655
  "eval_overall_f1": 0.8176943699731903,
2656
  "eval_overall_precision": 0.7644110275689223,
2657
  "eval_overall_recall": 0.8789625360230547,
2658
- "eval_runtime": 0.3821,
2659
- "eval_samples_per_second": 489.422,
2660
- "eval_steps_per_second": 7.852,
2661
  "step": 7208
2662
  },
2663
  {
@@ -2694,9 +2694,9 @@
2694
  "eval_overall_f1": 0.8186666666666667,
2695
  "eval_overall_precision": 0.7617866004962779,
2696
  "eval_overall_recall": 0.8847262247838616,
2697
- "eval_runtime": 0.3807,
2698
- "eval_samples_per_second": 491.17,
2699
- "eval_steps_per_second": 7.88,
2700
  "step": 7314
2701
  },
2702
  {
@@ -2733,9 +2733,9 @@
2733
  "eval_overall_f1": 0.8274932614555257,
2734
  "eval_overall_precision": 0.7772151898734178,
2735
  "eval_overall_recall": 0.8847262247838616,
2736
- "eval_runtime": 0.3831,
2737
- "eval_samples_per_second": 488.187,
2738
- "eval_steps_per_second": 7.832,
2739
  "step": 7420
2740
  },
2741
  {
@@ -2772,9 +2772,9 @@
2772
  "eval_overall_f1": 0.8202396804260986,
2773
  "eval_overall_precision": 0.7623762376237624,
2774
  "eval_overall_recall": 0.8876080691642652,
2775
- "eval_runtime": 0.3808,
2776
- "eval_samples_per_second": 491.058,
2777
- "eval_steps_per_second": 7.878,
2778
  "step": 7526
2779
  },
2780
  {
@@ -2811,9 +2811,9 @@
2811
  "eval_overall_f1": 0.8116710875331565,
2812
  "eval_overall_precision": 0.7518427518427518,
2813
  "eval_overall_recall": 0.8818443804034583,
2814
- "eval_runtime": 0.3816,
2815
- "eval_samples_per_second": 490.036,
2816
- "eval_steps_per_second": 7.862,
2817
  "step": 7632
2818
  },
2819
  {
@@ -2850,9 +2850,9 @@
2850
  "eval_overall_f1": 0.8198924731182795,
2851
  "eval_overall_precision": 0.7682619647355163,
2852
  "eval_overall_recall": 0.8789625360230547,
2853
- "eval_runtime": 0.3816,
2854
- "eval_samples_per_second": 490.056,
2855
- "eval_steps_per_second": 7.862,
2856
  "step": 7738
2857
  },
2858
  {
@@ -2889,9 +2889,9 @@
2889
  "eval_overall_f1": 0.830393487109905,
2890
  "eval_overall_precision": 0.7846153846153846,
2891
  "eval_overall_recall": 0.8818443804034583,
2892
- "eval_runtime": 0.38,
2893
- "eval_samples_per_second": 492.152,
2894
- "eval_steps_per_second": 7.895,
2895
  "step": 7844
2896
  },
2897
  {
@@ -2928,9 +2928,9 @@
2928
  "eval_overall_f1": 0.82907133243607,
2929
  "eval_overall_precision": 0.7777777777777778,
2930
  "eval_overall_recall": 0.8876080691642652,
2931
- "eval_runtime": 0.3805,
2932
- "eval_samples_per_second": 491.462,
2933
- "eval_steps_per_second": 7.884,
2934
  "step": 7950
2935
  },
2936
  {
@@ -2967,9 +2967,9 @@
2967
  "eval_overall_f1": 0.8172043010752689,
2968
  "eval_overall_precision": 0.7657430730478589,
2969
  "eval_overall_recall": 0.8760806916426513,
2970
- "eval_runtime": 0.3822,
2971
- "eval_samples_per_second": 489.256,
2972
- "eval_steps_per_second": 7.849,
2973
  "step": 8056
2974
  },
2975
  {
@@ -3006,9 +3006,9 @@
3006
  "eval_overall_f1": 0.8288043478260869,
3007
  "eval_overall_precision": 0.7840616966580977,
3008
  "eval_overall_recall": 0.8789625360230547,
3009
- "eval_runtime": 0.378,
3010
- "eval_samples_per_second": 494.661,
3011
- "eval_steps_per_second": 7.936,
3012
  "step": 8162
3013
  },
3014
  {
@@ -3045,9 +3045,9 @@
3045
  "eval_overall_f1": 0.8313090418353577,
3046
  "eval_overall_precision": 0.7817258883248731,
3047
  "eval_overall_recall": 0.8876080691642652,
3048
- "eval_runtime": 0.3797,
3049
- "eval_samples_per_second": 492.47,
3050
- "eval_steps_per_second": 7.901,
3051
  "step": 8268
3052
  },
3053
  {
@@ -3084,9 +3084,9 @@
3084
  "eval_overall_f1": 0.830188679245283,
3085
  "eval_overall_precision": 0.779746835443038,
3086
  "eval_overall_recall": 0.8876080691642652,
3087
- "eval_runtime": 0.3788,
3088
- "eval_samples_per_second": 493.657,
3089
- "eval_steps_per_second": 7.92,
3090
  "step": 8374
3091
  },
3092
  {
@@ -3123,9 +3123,9 @@
3123
  "eval_overall_f1": 0.8322147651006712,
3124
  "eval_overall_precision": 0.7788944723618091,
3125
  "eval_overall_recall": 0.8933717579250721,
3126
- "eval_runtime": 0.38,
3127
- "eval_samples_per_second": 492.131,
3128
- "eval_steps_per_second": 7.895,
3129
  "step": 8480
3130
  },
3131
  {
@@ -3162,9 +3162,9 @@
3162
  "eval_overall_f1": 0.8313090418353577,
3163
  "eval_overall_precision": 0.7817258883248731,
3164
  "eval_overall_recall": 0.8876080691642652,
3165
- "eval_runtime": 0.3802,
3166
- "eval_samples_per_second": 491.893,
3167
- "eval_steps_per_second": 7.891,
3168
  "step": 8586
3169
  },
3170
  {
@@ -3201,9 +3201,9 @@
3201
  "eval_overall_f1": 0.8284182305630027,
3202
  "eval_overall_precision": 0.7744360902255639,
3203
  "eval_overall_recall": 0.8904899135446686,
3204
- "eval_runtime": 0.3786,
3205
- "eval_samples_per_second": 493.94,
3206
- "eval_steps_per_second": 7.924,
3207
  "step": 8692
3208
  },
3209
  {
@@ -3240,9 +3240,9 @@
3240
  "eval_overall_f1": 0.8176943699731903,
3241
  "eval_overall_precision": 0.7644110275689223,
3242
  "eval_overall_recall": 0.8789625360230547,
3243
- "eval_runtime": 0.383,
3244
- "eval_samples_per_second": 488.192,
3245
- "eval_steps_per_second": 7.832,
3246
  "step": 8798
3247
  },
3248
  {
@@ -3279,9 +3279,9 @@
3279
  "eval_overall_f1": 0.8247978436657682,
3280
  "eval_overall_precision": 0.7746835443037975,
3281
  "eval_overall_recall": 0.8818443804034583,
3282
- "eval_runtime": 0.3802,
3283
- "eval_samples_per_second": 491.807,
3284
- "eval_steps_per_second": 7.89,
3285
  "step": 8904
3286
  },
3287
  {
@@ -3318,9 +3318,9 @@
3318
  "eval_overall_f1": 0.82907133243607,
3319
  "eval_overall_precision": 0.7777777777777778,
3320
  "eval_overall_recall": 0.8876080691642652,
3321
- "eval_runtime": 0.383,
3322
- "eval_samples_per_second": 488.226,
3323
- "eval_steps_per_second": 7.833,
3324
  "step": 9010
3325
  },
3326
  {
@@ -3357,9 +3357,9 @@
3357
  "eval_overall_f1": 0.8257372654155496,
3358
  "eval_overall_precision": 0.7719298245614035,
3359
  "eval_overall_recall": 0.8876080691642652,
3360
- "eval_runtime": 0.381,
3361
- "eval_samples_per_second": 490.846,
3362
- "eval_steps_per_second": 7.875,
3363
  "step": 9116
3364
  },
3365
  {
@@ -3396,9 +3396,9 @@
3396
  "eval_overall_f1": 0.8310991957104558,
3397
  "eval_overall_precision": 0.7769423558897243,
3398
  "eval_overall_recall": 0.8933717579250721,
3399
- "eval_runtime": 0.3818,
3400
- "eval_samples_per_second": 489.748,
3401
- "eval_steps_per_second": 7.857,
3402
  "step": 9222
3403
  },
3404
  {
@@ -3435,9 +3435,9 @@
3435
  "eval_overall_f1": 0.8268456375838926,
3436
  "eval_overall_precision": 0.7738693467336684,
3437
  "eval_overall_recall": 0.8876080691642652,
3438
- "eval_runtime": 0.379,
3439
- "eval_samples_per_second": 493.339,
3440
- "eval_steps_per_second": 7.915,
3441
  "step": 9328
3442
  },
3443
  {
@@ -3474,9 +3474,9 @@
3474
  "eval_overall_f1": 0.822429906542056,
3475
  "eval_overall_precision": 0.7661691542288557,
3476
  "eval_overall_recall": 0.8876080691642652,
3477
- "eval_runtime": 0.3833,
3478
- "eval_samples_per_second": 487.808,
3479
- "eval_steps_per_second": 7.826,
3480
  "step": 9434
3481
  },
3482
  {
@@ -3513,9 +3513,9 @@
3513
  "eval_overall_f1": 0.8306451612903226,
3514
  "eval_overall_precision": 0.7783375314861462,
3515
  "eval_overall_recall": 0.8904899135446686,
3516
- "eval_runtime": 0.3824,
3517
- "eval_samples_per_second": 489.057,
3518
- "eval_steps_per_second": 7.846,
3519
  "step": 9540
3520
  },
3521
  {
@@ -3552,9 +3552,9 @@
3552
  "eval_overall_f1": 0.8268456375838926,
3553
  "eval_overall_precision": 0.7738693467336684,
3554
  "eval_overall_recall": 0.8876080691642652,
3555
- "eval_runtime": 0.3795,
3556
- "eval_samples_per_second": 492.717,
3557
- "eval_steps_per_second": 7.905,
3558
  "step": 9646
3559
  },
3560
  {
@@ -3591,9 +3591,9 @@
3591
  "eval_overall_f1": 0.8181818181818181,
3592
  "eval_overall_precision": 0.7630922693266833,
3593
  "eval_overall_recall": 0.8818443804034583,
3594
- "eval_runtime": 0.3819,
3595
- "eval_samples_per_second": 489.68,
3596
- "eval_steps_per_second": 7.856,
3597
  "step": 9752
3598
  },
3599
  {
@@ -3630,9 +3630,9 @@
3630
  "eval_overall_f1": 0.8213333333333332,
3631
  "eval_overall_precision": 0.7642679900744417,
3632
  "eval_overall_recall": 0.8876080691642652,
3633
- "eval_runtime": 0.3798,
3634
- "eval_samples_per_second": 492.382,
3635
- "eval_steps_per_second": 7.899,
3636
  "step": 9858
3637
  },
3638
  {
@@ -3669,9 +3669,9 @@
3669
  "eval_overall_f1": 0.8181818181818181,
3670
  "eval_overall_precision": 0.7630922693266833,
3671
  "eval_overall_recall": 0.8818443804034583,
3672
- "eval_runtime": 0.38,
3673
- "eval_samples_per_second": 492.054,
3674
- "eval_steps_per_second": 7.894,
3675
  "step": 9964
3676
  },
3677
  {
@@ -3708,9 +3708,9 @@
3708
  "eval_overall_f1": 0.8263795423956932,
3709
  "eval_overall_precision": 0.7752525252525253,
3710
  "eval_overall_recall": 0.8847262247838616,
3711
- "eval_runtime": 0.3787,
3712
- "eval_samples_per_second": 493.733,
3713
- "eval_steps_per_second": 7.921,
3714
  "step": 10070
3715
  },
3716
  {
@@ -3747,9 +3747,9 @@
3747
  "eval_overall_f1": 0.82907133243607,
3748
  "eval_overall_precision": 0.7777777777777778,
3749
  "eval_overall_recall": 0.8876080691642652,
3750
- "eval_runtime": 0.3822,
3751
- "eval_samples_per_second": 489.215,
3752
- "eval_steps_per_second": 7.848,
3753
  "step": 10176
3754
  },
3755
  {
@@ -3786,9 +3786,9 @@
3786
  "eval_overall_f1": 0.8306451612903226,
3787
  "eval_overall_precision": 0.7783375314861462,
3788
  "eval_overall_recall": 0.8904899135446686,
3789
- "eval_runtime": 0.3805,
3790
- "eval_samples_per_second": 491.498,
3791
- "eval_steps_per_second": 7.885,
3792
  "step": 10282
3793
  },
3794
  {
@@ -3825,9 +3825,9 @@
3825
  "eval_overall_f1": 0.8306451612903226,
3826
  "eval_overall_precision": 0.7783375314861462,
3827
  "eval_overall_recall": 0.8904899135446686,
3828
- "eval_runtime": 0.379,
3829
- "eval_samples_per_second": 493.367,
3830
- "eval_steps_per_second": 7.915,
3831
  "step": 10388
3832
  },
3833
  {
@@ -3864,9 +3864,9 @@
3864
  "eval_overall_f1": 0.8268456375838926,
3865
  "eval_overall_precision": 0.7738693467336684,
3866
  "eval_overall_recall": 0.8876080691642652,
3867
- "eval_runtime": 0.3799,
3868
- "eval_samples_per_second": 492.281,
3869
- "eval_steps_per_second": 7.898,
3870
  "step": 10494
3871
  },
3872
  {
@@ -3903,9 +3903,9 @@
3903
  "eval_overall_f1": 0.8279569892473119,
3904
  "eval_overall_precision": 0.7758186397984886,
3905
  "eval_overall_recall": 0.8876080691642652,
3906
- "eval_runtime": 0.3793,
3907
- "eval_samples_per_second": 493.037,
3908
- "eval_steps_per_second": 7.91,
3909
  "step": 10600
3910
  },
3911
  {
@@ -3913,9 +3913,9 @@
3913
  "step": 10600,
3914
  "total_flos": 5123217774191952.0,
3915
  "train_loss": 0.07702873169251208,
3916
- "train_runtime": 617.7991,
3917
- "train_samples_per_second": 273.228,
3918
- "train_steps_per_second": 17.158
3919
  }
3920
  ],
3921
  "logging_steps": 500,
 
42
  "eval_overall_f1": 0.010471204188481676,
43
  "eval_overall_precision": 0.05714285714285714,
44
  "eval_overall_recall": 0.005763688760806916,
45
+ "eval_runtime": 0.3767,
46
+ "eval_samples_per_second": 496.365,
47
+ "eval_steps_per_second": 7.963,
48
  "step": 106
49
  },
50
  {
 
81
  "eval_overall_f1": 0.5092989985693849,
82
  "eval_overall_precision": 0.5056818181818182,
83
  "eval_overall_recall": 0.5129682997118156,
84
+ "eval_runtime": 0.3785,
85
+ "eval_samples_per_second": 493.993,
86
+ "eval_steps_per_second": 7.925,
87
  "step": 212
88
  },
89
  {
 
120
  "eval_overall_f1": 0.6972477064220184,
121
  "eval_overall_precision": 0.6394230769230769,
122
  "eval_overall_recall": 0.7665706051873199,
123
+ "eval_runtime": 0.3794,
124
+ "eval_samples_per_second": 492.831,
125
+ "eval_steps_per_second": 7.906,
126
  "step": 318
127
  },
128
  {
 
159
  "eval_overall_f1": 0.7268170426065164,
160
  "eval_overall_precision": 0.6430155210643016,
161
  "eval_overall_recall": 0.8357348703170029,
162
+ "eval_runtime": 0.3799,
163
+ "eval_samples_per_second": 492.264,
164
+ "eval_steps_per_second": 7.897,
165
  "step": 424
166
  },
167
  {
 
198
  "eval_overall_f1": 0.7387387387387387,
199
  "eval_overall_precision": 0.6674418604651163,
200
  "eval_overall_recall": 0.8270893371757925,
201
+ "eval_runtime": 0.3795,
202
+ "eval_samples_per_second": 492.809,
203
+ "eval_steps_per_second": 7.906,
204
  "step": 530
205
  },
206
  {
 
237
  "eval_overall_f1": 0.7404674046740467,
238
  "eval_overall_precision": 0.6459227467811158,
239
  "eval_overall_recall": 0.8674351585014409,
240
+ "eval_runtime": 0.3823,
241
+ "eval_samples_per_second": 489.095,
242
+ "eval_steps_per_second": 7.846,
243
  "step": 636
244
  },
245
  {
 
276
  "eval_overall_f1": 0.7725540025412961,
277
  "eval_overall_precision": 0.6909090909090909,
278
  "eval_overall_recall": 0.8760806916426513,
279
+ "eval_runtime": 0.378,
280
+ "eval_samples_per_second": 494.694,
281
+ "eval_steps_per_second": 7.936,
282
  "step": 742
283
  },
284
  {
 
315
  "eval_overall_f1": 0.7678571428571429,
316
  "eval_overall_precision": 0.6887871853546911,
317
  "eval_overall_recall": 0.8674351585014409,
318
+ "eval_runtime": 0.3796,
319
+ "eval_samples_per_second": 492.664,
320
+ "eval_steps_per_second": 7.904,
321
  "step": 848
322
  },
323
  {
 
354
  "eval_overall_f1": 0.7890625,
355
  "eval_overall_precision": 0.7197149643705463,
356
  "eval_overall_recall": 0.8731988472622478,
357
+ "eval_runtime": 0.3794,
358
+ "eval_samples_per_second": 492.924,
359
+ "eval_steps_per_second": 7.908,
360
  "step": 954
361
  },
362
  {
 
393
  "eval_overall_f1": 0.7898936170212766,
394
  "eval_overall_precision": 0.7333333333333333,
395
  "eval_overall_recall": 0.8559077809798271,
396
+ "eval_runtime": 0.3805,
397
+ "eval_samples_per_second": 491.468,
398
+ "eval_steps_per_second": 7.885,
399
  "step": 1060
400
  },
401
  {
 
432
  "eval_overall_f1": 0.8005284015852047,
433
  "eval_overall_precision": 0.7390243902439024,
434
  "eval_overall_recall": 0.8731988472622478,
435
+ "eval_runtime": 0.38,
436
+ "eval_samples_per_second": 492.12,
437
+ "eval_steps_per_second": 7.895,
438
  "step": 1166
439
  },
440
  {
 
471
  "eval_overall_f1": 0.8068331143232589,
472
  "eval_overall_precision": 0.7415458937198067,
473
  "eval_overall_recall": 0.8847262247838616,
474
+ "eval_runtime": 0.3781,
475
+ "eval_samples_per_second": 494.638,
476
+ "eval_steps_per_second": 7.935,
477
  "step": 1272
478
  },
479
  {
 
510
  "eval_overall_f1": 0.8005249343832022,
511
  "eval_overall_precision": 0.7349397590361446,
512
  "eval_overall_recall": 0.8789625360230547,
513
+ "eval_runtime": 0.3812,
514
+ "eval_samples_per_second": 490.62,
515
+ "eval_steps_per_second": 7.871,
516
  "step": 1378
517
  },
518
  {
 
549
  "eval_overall_f1": 0.8064085447263017,
550
  "eval_overall_precision": 0.7512437810945274,
551
  "eval_overall_recall": 0.8703170028818443,
552
+ "eval_runtime": 0.3799,
553
+ "eval_samples_per_second": 492.18,
554
+ "eval_steps_per_second": 7.896,
555
  "step": 1484
556
  },
557
  {
 
588
  "eval_overall_f1": 0.8031704095112285,
589
  "eval_overall_precision": 0.7414634146341463,
590
  "eval_overall_recall": 0.8760806916426513,
591
+ "eval_runtime": 0.3807,
592
+ "eval_samples_per_second": 491.261,
593
+ "eval_steps_per_second": 7.881,
594
  "step": 1590
595
  },
596
  {
 
627
  "eval_overall_f1": 0.8042609853528628,
628
  "eval_overall_precision": 0.7475247524752475,
629
  "eval_overall_recall": 0.8703170028818443,
630
+ "eval_runtime": 0.3807,
631
+ "eval_samples_per_second": 491.2,
632
+ "eval_steps_per_second": 7.88,
633
  "step": 1696
634
  },
635
  {
 
666
  "eval_overall_f1": 0.8123324396782842,
667
  "eval_overall_precision": 0.7593984962406015,
668
  "eval_overall_recall": 0.8731988472622478,
669
+ "eval_runtime": 0.3813,
670
+ "eval_samples_per_second": 490.475,
671
+ "eval_steps_per_second": 7.869,
672
  "step": 1802
673
  },
674
  {
 
705
  "eval_overall_f1": 0.7936925098554534,
706
  "eval_overall_precision": 0.7294685990338164,
707
  "eval_overall_recall": 0.8703170028818443,
708
+ "eval_runtime": 0.38,
709
+ "eval_samples_per_second": 492.088,
710
+ "eval_steps_per_second": 7.894,
711
  "step": 1908
712
  },
713
  {
 
744
  "eval_overall_f1": 0.8113207547169812,
745
  "eval_overall_precision": 0.7620253164556962,
746
  "eval_overall_recall": 0.8674351585014409,
747
+ "eval_runtime": 0.3783,
748
+ "eval_samples_per_second": 494.38,
749
+ "eval_steps_per_second": 7.931,
750
  "step": 2014
751
  },
752
  {
 
783
  "eval_overall_f1": 0.8170894526034712,
784
  "eval_overall_precision": 0.7611940298507462,
785
  "eval_overall_recall": 0.8818443804034583,
786
+ "eval_runtime": 0.3854,
787
+ "eval_samples_per_second": 485.188,
788
+ "eval_steps_per_second": 7.784,
789
  "step": 2120
790
  },
791
  {
 
822
  "eval_overall_f1": 0.8083989501312335,
823
  "eval_overall_precision": 0.7421686746987952,
824
  "eval_overall_recall": 0.8876080691642652,
825
+ "eval_runtime": 0.3785,
826
+ "eval_samples_per_second": 494.113,
827
+ "eval_steps_per_second": 7.927,
828
  "step": 2226
829
  },
830
  {
 
861
  "eval_overall_f1": 0.8125819134993448,
862
  "eval_overall_precision": 0.7451923076923077,
863
  "eval_overall_recall": 0.8933717579250721,
864
+ "eval_runtime": 0.3842,
865
+ "eval_samples_per_second": 486.763,
866
+ "eval_steps_per_second": 7.809,
867
  "step": 2332
868
  },
869
  {
 
900
  "eval_overall_f1": 0.8187919463087249,
901
  "eval_overall_precision": 0.7663316582914573,
902
  "eval_overall_recall": 0.8789625360230547,
903
+ "eval_runtime": 0.3801,
904
+ "eval_samples_per_second": 491.988,
905
+ "eval_steps_per_second": 7.893,
906
  "step": 2438
907
  },
908
  {
 
939
  "eval_overall_f1": 0.8031704095112285,
940
  "eval_overall_precision": 0.7414634146341463,
941
  "eval_overall_recall": 0.8760806916426513,
942
+ "eval_runtime": 0.3802,
943
+ "eval_samples_per_second": 491.892,
944
+ "eval_steps_per_second": 7.891,
945
  "step": 2544
946
  },
947
  {
 
978
  "eval_overall_f1": 0.809078771695594,
979
  "eval_overall_precision": 0.753731343283582,
980
  "eval_overall_recall": 0.8731988472622478,
981
+ "eval_runtime": 0.3888,
982
+ "eval_samples_per_second": 481.006,
983
+ "eval_steps_per_second": 7.717,
984
  "step": 2650
985
  },
986
  {
 
1017
  "eval_overall_f1": 0.8085106382978724,
1018
  "eval_overall_precision": 0.7506172839506173,
1019
  "eval_overall_recall": 0.8760806916426513,
1020
+ "eval_runtime": 0.381,
1021
+ "eval_samples_per_second": 490.758,
1022
+ "eval_steps_per_second": 7.873,
1023
  "step": 2756
1024
  },
1025
  {
 
1056
  "eval_overall_f1": 0.7973333333333333,
1057
  "eval_overall_precision": 0.7419354838709677,
1058
  "eval_overall_recall": 0.861671469740634,
1059
+ "eval_runtime": 0.3811,
1060
+ "eval_samples_per_second": 490.643,
1061
+ "eval_steps_per_second": 7.871,
1062
  "step": 2862
1063
  },
1064
  {
 
1095
  "eval_overall_f1": 0.8113207547169812,
1096
  "eval_overall_precision": 0.7620253164556962,
1097
  "eval_overall_recall": 0.8674351585014409,
1098
+ "eval_runtime": 0.3804,
1099
+ "eval_samples_per_second": 491.554,
1100
+ "eval_steps_per_second": 7.886,
1101
  "step": 2968
1102
  },
1103
  {
 
1134
  "eval_overall_f1": 0.8215223097112859,
1135
  "eval_overall_precision": 0.7542168674698795,
1136
  "eval_overall_recall": 0.9020172910662824,
1137
+ "eval_runtime": 0.3799,
1138
+ "eval_samples_per_second": 492.196,
1139
+ "eval_steps_per_second": 7.896,
1140
  "step": 3074
1141
  },
1142
  {
 
1173
  "eval_overall_f1": 0.8178243774574051,
1174
  "eval_overall_precision": 0.75,
1175
  "eval_overall_recall": 0.899135446685879,
1176
+ "eval_runtime": 0.3813,
1177
+ "eval_samples_per_second": 490.39,
1178
+ "eval_steps_per_second": 7.867,
1179
  "step": 3180
1180
  },
1181
  {
 
1212
  "eval_overall_f1": 0.824631860776439,
1213
  "eval_overall_precision": 0.77,
1214
  "eval_overall_recall": 0.8876080691642652,
1215
+ "eval_runtime": 0.381,
1216
+ "eval_samples_per_second": 490.806,
1217
+ "eval_steps_per_second": 7.874,
1218
  "step": 3286
1219
  },
1220
  {
 
1251
  "eval_overall_f1": 0.8110236220472441,
1252
  "eval_overall_precision": 0.744578313253012,
1253
  "eval_overall_recall": 0.8904899135446686,
1254
+ "eval_runtime": 0.3784,
1255
+ "eval_samples_per_second": 494.206,
1256
+ "eval_steps_per_second": 7.928,
1257
  "step": 3392
1258
  },
1259
  {
 
1290
  "eval_overall_f1": 0.8078947368421052,
1291
  "eval_overall_precision": 0.7433414043583535,
1292
  "eval_overall_recall": 0.8847262247838616,
1293
+ "eval_runtime": 0.3813,
1294
+ "eval_samples_per_second": 490.461,
1295
+ "eval_steps_per_second": 7.868,
1296
  "step": 3498
1297
  },
1298
  {
 
1329
  "eval_overall_f1": 0.8178137651821863,
1330
  "eval_overall_precision": 0.7690355329949239,
1331
  "eval_overall_recall": 0.8731988472622478,
1332
+ "eval_runtime": 0.3819,
1333
+ "eval_samples_per_second": 489.71,
1334
+ "eval_steps_per_second": 7.856,
1335
  "step": 3604
1336
  },
1337
  {
 
1368
  "eval_overall_f1": 0.8005249343832022,
1369
  "eval_overall_precision": 0.7349397590361446,
1370
  "eval_overall_recall": 0.8789625360230547,
1371
+ "eval_runtime": 0.3816,
1372
+ "eval_samples_per_second": 490.048,
1373
+ "eval_steps_per_second": 7.862,
1374
  "step": 3710
1375
  },
1376
  {
 
1407
  "eval_overall_f1": 0.8121693121693121,
1408
  "eval_overall_precision": 0.7506112469437652,
1409
  "eval_overall_recall": 0.8847262247838616,
1410
+ "eval_runtime": 0.3804,
1411
+ "eval_samples_per_second": 491.571,
1412
+ "eval_steps_per_second": 7.886,
1413
  "step": 3816
1414
  },
1415
  {
 
1446
  "eval_overall_f1": 0.8067444876783398,
1447
  "eval_overall_precision": 0.7334905660377359,
1448
  "eval_overall_recall": 0.8962536023054755,
1449
+ "eval_runtime": 0.3807,
1450
+ "eval_samples_per_second": 491.234,
1451
+ "eval_steps_per_second": 7.881,
1452
  "step": 3922
1453
  },
1454
  {
 
1485
  "eval_overall_f1": 0.8134228187919462,
1486
  "eval_overall_precision": 0.7613065326633166,
1487
  "eval_overall_recall": 0.8731988472622478,
1488
+ "eval_runtime": 0.3803,
1489
+ "eval_samples_per_second": 491.693,
1490
+ "eval_steps_per_second": 7.888,
1491
  "step": 4028
1492
  },
1493
  {
 
1524
  "eval_overall_f1": 0.821954484605087,
1525
  "eval_overall_precision": 0.7675,
1526
  "eval_overall_recall": 0.8847262247838616,
1527
+ "eval_runtime": 0.3789,
1528
+ "eval_samples_per_second": 493.535,
1529
+ "eval_steps_per_second": 7.918,
1530
  "step": 4134
1531
  },
1532
  {
 
1563
  "eval_overall_f1": 0.8122503328894807,
1564
  "eval_overall_precision": 0.754950495049505,
1565
  "eval_overall_recall": 0.8789625360230547,
1566
+ "eval_runtime": 0.3832,
1567
+ "eval_samples_per_second": 488.013,
1568
+ "eval_steps_per_second": 7.829,
1569
  "step": 4240
1570
  },
1571
  {
 
1602
  "eval_overall_f1": 0.8111702127659575,
1603
  "eval_overall_precision": 0.7530864197530864,
1604
  "eval_overall_recall": 0.8789625360230547,
1605
+ "eval_runtime": 0.3803,
1606
+ "eval_samples_per_second": 491.781,
1607
+ "eval_steps_per_second": 7.89,
1608
  "step": 4346
1609
  },
1610
  {
 
1641
  "eval_overall_f1": 0.8015873015873015,
1642
  "eval_overall_precision": 0.7408312958435208,
1643
  "eval_overall_recall": 0.8731988472622478,
1644
+ "eval_runtime": 0.3794,
1645
+ "eval_samples_per_second": 492.881,
1646
+ "eval_steps_per_second": 7.907,
1647
  "step": 4452
1648
  },
1649
  {
 
1680
  "eval_overall_f1": 0.7947712418300654,
1681
  "eval_overall_precision": 0.7272727272727273,
1682
  "eval_overall_recall": 0.8760806916426513,
1683
+ "eval_runtime": 0.3828,
1684
+ "eval_samples_per_second": 488.483,
1685
+ "eval_steps_per_second": 7.837,
1686
  "step": 4558
1687
  },
1688
  {
 
1719
  "eval_overall_f1": 0.8155080213903744,
1720
  "eval_overall_precision": 0.7605985037406484,
1721
  "eval_overall_recall": 0.8789625360230547,
1722
+ "eval_runtime": 0.3803,
1723
+ "eval_samples_per_second": 491.678,
1724
+ "eval_steps_per_second": 7.888,
1725
  "step": 4664
1726
  },
1727
  {
 
1758
  "eval_overall_f1": 0.8150134048257373,
1759
  "eval_overall_precision": 0.7619047619047619,
1760
  "eval_overall_recall": 0.8760806916426513,
1761
+ "eval_runtime": 0.382,
1762
+ "eval_samples_per_second": 489.542,
1763
+ "eval_steps_per_second": 7.854,
1764
  "step": 4770
1765
  },
1766
  {
 
1797
  "eval_overall_f1": 0.824631860776439,
1798
  "eval_overall_precision": 0.77,
1799
  "eval_overall_recall": 0.8876080691642652,
1800
+ "eval_runtime": 0.38,
1801
+ "eval_samples_per_second": 492.088,
1802
+ "eval_steps_per_second": 7.894,
1803
  "step": 4876
1804
  },
1805
  {
 
1836
  "eval_overall_f1": 0.8225806451612904,
1837
  "eval_overall_precision": 0.7707808564231738,
1838
  "eval_overall_recall": 0.8818443804034583,
1839
+ "eval_runtime": 0.3809,
1840
+ "eval_samples_per_second": 490.938,
1841
+ "eval_steps_per_second": 7.876,
1842
  "step": 4982
1843
  },
1844
  {
 
1875
  "eval_overall_f1": 0.8122503328894807,
1876
  "eval_overall_precision": 0.754950495049505,
1877
  "eval_overall_recall": 0.8789625360230547,
1878
+ "eval_runtime": 0.3811,
1879
+ "eval_samples_per_second": 490.649,
1880
+ "eval_steps_per_second": 7.871,
1881
  "step": 5088
1882
  },
1883
  {
 
1914
  "eval_overall_f1": 0.8197596795727637,
1915
  "eval_overall_precision": 0.763681592039801,
1916
  "eval_overall_recall": 0.8847262247838616,
1917
+ "eval_runtime": 0.3826,
1918
+ "eval_samples_per_second": 488.697,
1919
+ "eval_steps_per_second": 7.84,
1920
  "step": 5194
1921
  },
1922
  {
 
1953
  "eval_overall_f1": 0.809078771695594,
1954
  "eval_overall_precision": 0.753731343283582,
1955
  "eval_overall_recall": 0.8731988472622478,
1956
+ "eval_runtime": 0.3797,
1957
+ "eval_samples_per_second": 492.491,
1958
+ "eval_steps_per_second": 7.901,
1959
  "step": 5300
1960
  },
1961
  {
 
1992
  "eval_overall_f1": 0.8164893617021276,
1993
  "eval_overall_precision": 0.7580246913580246,
1994
  "eval_overall_recall": 0.8847262247838616,
1995
+ "eval_runtime": 0.3874,
1996
+ "eval_samples_per_second": 482.673,
1997
+ "eval_steps_per_second": 7.743,
1998
  "step": 5406
1999
  },
2000
  {
 
2031
  "eval_overall_f1": 0.8078947368421052,
2032
  "eval_overall_precision": 0.7433414043583535,
2033
  "eval_overall_recall": 0.8847262247838616,
2034
+ "eval_runtime": 0.3803,
2035
+ "eval_samples_per_second": 491.68,
2036
+ "eval_steps_per_second": 7.888,
2037
  "step": 5512
2038
  },
2039
  {
 
2070
  "eval_overall_f1": 0.8192771084337349,
2071
  "eval_overall_precision": 0.765,
2072
  "eval_overall_recall": 0.8818443804034583,
2073
+ "eval_runtime": 0.3808,
2074
+ "eval_samples_per_second": 491.088,
2075
+ "eval_steps_per_second": 7.878,
2076
  "step": 5618
2077
  },
2078
  {
 
2109
  "eval_overall_f1": 0.8161073825503355,
2110
  "eval_overall_precision": 0.7638190954773869,
2111
  "eval_overall_recall": 0.8760806916426513,
2112
+ "eval_runtime": 0.381,
2113
+ "eval_samples_per_second": 490.855,
2114
+ "eval_steps_per_second": 7.875,
2115
  "step": 5724
2116
  },
2117
  {
 
2148
  "eval_overall_f1": 0.8225806451612904,
2149
  "eval_overall_precision": 0.7707808564231738,
2150
  "eval_overall_recall": 0.8818443804034583,
2151
+ "eval_runtime": 0.38,
2152
+ "eval_samples_per_second": 492.135,
2153
+ "eval_steps_per_second": 7.895,
2154
  "step": 5830
2155
  },
2156
  {
 
2187
  "eval_overall_f1": 0.825268817204301,
2188
  "eval_overall_precision": 0.7732997481108312,
2189
  "eval_overall_recall": 0.8847262247838616,
2190
+ "eval_runtime": 0.3811,
2191
+ "eval_samples_per_second": 490.727,
2192
+ "eval_steps_per_second": 7.873,
2193
  "step": 5936
2194
  },
2195
  {
 
2226
  "eval_overall_f1": 0.8265582655826558,
2227
  "eval_overall_precision": 0.7800511508951407,
2228
  "eval_overall_recall": 0.8789625360230547,
2229
+ "eval_runtime": 0.3807,
2230
+ "eval_samples_per_second": 491.172,
2231
+ "eval_steps_per_second": 7.88,
2232
  "step": 6042
2233
  },
2234
  {
 
2265
  "eval_overall_f1": 0.8233695652173914,
2266
  "eval_overall_precision": 0.7789203084832905,
2267
  "eval_overall_recall": 0.8731988472622478,
2268
+ "eval_runtime": 0.381,
2269
+ "eval_samples_per_second": 490.858,
2270
+ "eval_steps_per_second": 7.875,
2271
  "step": 6148
2272
  },
2273
  {
 
2304
  "eval_overall_f1": 0.8247978436657682,
2305
  "eval_overall_precision": 0.7746835443037975,
2306
  "eval_overall_recall": 0.8818443804034583,
2307
+ "eval_runtime": 0.3794,
2308
+ "eval_samples_per_second": 492.887,
2309
+ "eval_steps_per_second": 7.907,
2310
  "step": 6254
2311
  },
2312
  {
 
2343
  "eval_overall_f1": 0.823529411764706,
2344
  "eval_overall_precision": 0.7680798004987531,
2345
  "eval_overall_recall": 0.8876080691642652,
2346
+ "eval_runtime": 0.3808,
2347
+ "eval_samples_per_second": 491.029,
2348
+ "eval_steps_per_second": 7.877,
2349
  "step": 6360
2350
  },
2351
  {
 
2382
  "eval_overall_f1": 0.8243243243243243,
2383
  "eval_overall_precision": 0.7760814249363868,
2384
  "eval_overall_recall": 0.8789625360230547,
2385
+ "eval_runtime": 0.3783,
2386
+ "eval_samples_per_second": 494.306,
2387
+ "eval_steps_per_second": 7.93,
2388
  "step": 6466
2389
  },
2390
  {
 
2421
  "eval_overall_f1": 0.8100929614873836,
2422
  "eval_overall_precision": 0.7512315270935961,
2423
  "eval_overall_recall": 0.8789625360230547,
2424
+ "eval_runtime": 0.381,
2425
+ "eval_samples_per_second": 490.826,
2426
+ "eval_steps_per_second": 7.874,
2427
  "step": 6572
2428
  },
2429
  {
 
2460
  "eval_overall_f1": 0.8068783068783069,
2461
  "eval_overall_precision": 0.7457212713936431,
2462
  "eval_overall_recall": 0.8789625360230547,
2463
+ "eval_runtime": 0.3828,
2464
+ "eval_samples_per_second": 488.495,
2465
+ "eval_steps_per_second": 7.837,
2466
  "step": 6678
2467
  },
2468
  {
 
2499
  "eval_overall_f1": 0.827027027027027,
2500
  "eval_overall_precision": 0.7786259541984732,
2501
  "eval_overall_recall": 0.8818443804034583,
2502
+ "eval_runtime": 0.3797,
2503
+ "eval_samples_per_second": 492.431,
2504
+ "eval_steps_per_second": 7.9,
2505
  "step": 6784
2506
  },
2507
  {
 
2538
  "eval_overall_f1": 0.8203753351206434,
2539
  "eval_overall_precision": 0.7669172932330827,
2540
  "eval_overall_recall": 0.8818443804034583,
2541
+ "eval_runtime": 0.3821,
2542
+ "eval_samples_per_second": 489.382,
2543
+ "eval_steps_per_second": 7.851,
2544
  "step": 6890
2545
  },
2546
  {
 
2577
  "eval_overall_f1": 0.8149134487350199,
2578
  "eval_overall_precision": 0.7574257425742574,
2579
  "eval_overall_recall": 0.8818443804034583,
2580
+ "eval_runtime": 0.3826,
2581
+ "eval_samples_per_second": 488.807,
2582
+ "eval_steps_per_second": 7.842,
2583
  "step": 6996
2584
  },
2585
  {
 
2616
  "eval_overall_f1": 0.8068783068783069,
2617
  "eval_overall_precision": 0.7457212713936431,
2618
  "eval_overall_recall": 0.8789625360230547,
2619
+ "eval_runtime": 0.3805,
2620
+ "eval_samples_per_second": 491.5,
2621
+ "eval_steps_per_second": 7.885,
2622
  "step": 7102
2623
  },
2624
  {
 
2655
  "eval_overall_f1": 0.8176943699731903,
2656
  "eval_overall_precision": 0.7644110275689223,
2657
  "eval_overall_recall": 0.8789625360230547,
2658
+ "eval_runtime": 0.3806,
2659
+ "eval_samples_per_second": 491.353,
2660
+ "eval_steps_per_second": 7.883,
2661
  "step": 7208
2662
  },
2663
  {
 
2694
  "eval_overall_f1": 0.8186666666666667,
2695
  "eval_overall_precision": 0.7617866004962779,
2696
  "eval_overall_recall": 0.8847262247838616,
2697
+ "eval_runtime": 0.38,
2698
+ "eval_samples_per_second": 492.048,
2699
+ "eval_steps_per_second": 7.894,
2700
  "step": 7314
2701
  },
2702
  {
 
2733
  "eval_overall_f1": 0.8274932614555257,
2734
  "eval_overall_precision": 0.7772151898734178,
2735
  "eval_overall_recall": 0.8847262247838616,
2736
+ "eval_runtime": 0.3804,
2737
+ "eval_samples_per_second": 491.549,
2738
+ "eval_steps_per_second": 7.886,
2739
  "step": 7420
2740
  },
2741
  {
 
2772
  "eval_overall_f1": 0.8202396804260986,
2773
  "eval_overall_precision": 0.7623762376237624,
2774
  "eval_overall_recall": 0.8876080691642652,
2775
+ "eval_runtime": 0.3814,
2776
+ "eval_samples_per_second": 490.305,
2777
+ "eval_steps_per_second": 7.866,
2778
  "step": 7526
2779
  },
2780
  {
 
2811
  "eval_overall_f1": 0.8116710875331565,
2812
  "eval_overall_precision": 0.7518427518427518,
2813
  "eval_overall_recall": 0.8818443804034583,
2814
+ "eval_runtime": 0.3807,
2815
+ "eval_samples_per_second": 491.151,
2816
+ "eval_steps_per_second": 7.879,
2817
  "step": 7632
2818
  },
2819
  {
 
2850
  "eval_overall_f1": 0.8198924731182795,
2851
  "eval_overall_precision": 0.7682619647355163,
2852
  "eval_overall_recall": 0.8789625360230547,
2853
+ "eval_runtime": 0.38,
2854
+ "eval_samples_per_second": 492.144,
2855
+ "eval_steps_per_second": 7.895,
2856
  "step": 7738
2857
  },
2858
  {
 
2889
  "eval_overall_f1": 0.830393487109905,
2890
  "eval_overall_precision": 0.7846153846153846,
2891
  "eval_overall_recall": 0.8818443804034583,
2892
+ "eval_runtime": 0.3797,
2893
+ "eval_samples_per_second": 492.508,
2894
+ "eval_steps_per_second": 7.901,
2895
  "step": 7844
2896
  },
2897
  {
 
2928
  "eval_overall_f1": 0.82907133243607,
2929
  "eval_overall_precision": 0.7777777777777778,
2930
  "eval_overall_recall": 0.8876080691642652,
2931
+ "eval_runtime": 0.3803,
2932
+ "eval_samples_per_second": 491.709,
2933
+ "eval_steps_per_second": 7.888,
2934
  "step": 7950
2935
  },
2936
  {
 
2967
  "eval_overall_f1": 0.8172043010752689,
2968
  "eval_overall_precision": 0.7657430730478589,
2969
  "eval_overall_recall": 0.8760806916426513,
2970
+ "eval_runtime": 0.3836,
2971
+ "eval_samples_per_second": 487.539,
2972
+ "eval_steps_per_second": 7.821,
2973
  "step": 8056
2974
  },
2975
  {
 
3006
  "eval_overall_f1": 0.8288043478260869,
3007
  "eval_overall_precision": 0.7840616966580977,
3008
  "eval_overall_recall": 0.8789625360230547,
3009
+ "eval_runtime": 0.3828,
3010
+ "eval_samples_per_second": 488.496,
3011
+ "eval_steps_per_second": 7.837,
3012
  "step": 8162
3013
  },
3014
  {
 
3045
  "eval_overall_f1": 0.8313090418353577,
3046
  "eval_overall_precision": 0.7817258883248731,
3047
  "eval_overall_recall": 0.8876080691642652,
3048
+ "eval_runtime": 0.3838,
3049
+ "eval_samples_per_second": 487.247,
3050
+ "eval_steps_per_second": 7.817,
3051
  "step": 8268
3052
  },
3053
  {
 
3084
  "eval_overall_f1": 0.830188679245283,
3085
  "eval_overall_precision": 0.779746835443038,
3086
  "eval_overall_recall": 0.8876080691642652,
3087
+ "eval_runtime": 0.3799,
3088
+ "eval_samples_per_second": 492.17,
3089
+ "eval_steps_per_second": 7.896,
3090
  "step": 8374
3091
  },
3092
  {
 
3123
  "eval_overall_f1": 0.8322147651006712,
3124
  "eval_overall_precision": 0.7788944723618091,
3125
  "eval_overall_recall": 0.8933717579250721,
3126
+ "eval_runtime": 0.3815,
3127
+ "eval_samples_per_second": 490.142,
3128
+ "eval_steps_per_second": 7.863,
3129
  "step": 8480
3130
  },
3131
  {
 
3162
  "eval_overall_f1": 0.8313090418353577,
3163
  "eval_overall_precision": 0.7817258883248731,
3164
  "eval_overall_recall": 0.8876080691642652,
3165
+ "eval_runtime": 0.38,
3166
+ "eval_samples_per_second": 492.144,
3167
+ "eval_steps_per_second": 7.895,
3168
  "step": 8586
3169
  },
3170
  {
 
3201
  "eval_overall_f1": 0.8284182305630027,
3202
  "eval_overall_precision": 0.7744360902255639,
3203
  "eval_overall_recall": 0.8904899135446686,
3204
+ "eval_runtime": 0.3801,
3205
+ "eval_samples_per_second": 491.997,
3206
+ "eval_steps_per_second": 7.893,
3207
  "step": 8692
3208
  },
3209
  {
 
3240
  "eval_overall_f1": 0.8176943699731903,
3241
  "eval_overall_precision": 0.7644110275689223,
3242
  "eval_overall_recall": 0.8789625360230547,
3243
+ "eval_runtime": 0.3803,
3244
+ "eval_samples_per_second": 491.728,
3245
+ "eval_steps_per_second": 7.889,
3246
  "step": 8798
3247
  },
3248
  {
 
3279
  "eval_overall_f1": 0.8247978436657682,
3280
  "eval_overall_precision": 0.7746835443037975,
3281
  "eval_overall_recall": 0.8818443804034583,
3282
+ "eval_runtime": 0.3809,
3283
+ "eval_samples_per_second": 490.888,
3284
+ "eval_steps_per_second": 7.875,
3285
  "step": 8904
3286
  },
3287
  {
 
3318
  "eval_overall_f1": 0.82907133243607,
3319
  "eval_overall_precision": 0.7777777777777778,
3320
  "eval_overall_recall": 0.8876080691642652,
3321
+ "eval_runtime": 0.3804,
3322
+ "eval_samples_per_second": 491.562,
3323
+ "eval_steps_per_second": 7.886,
3324
  "step": 9010
3325
  },
3326
  {
 
3357
  "eval_overall_f1": 0.8257372654155496,
3358
  "eval_overall_precision": 0.7719298245614035,
3359
  "eval_overall_recall": 0.8876080691642652,
3360
+ "eval_runtime": 0.3793,
3361
+ "eval_samples_per_second": 493.05,
3362
+ "eval_steps_per_second": 7.91,
3363
  "step": 9116
3364
  },
3365
  {
 
3396
  "eval_overall_f1": 0.8310991957104558,
3397
  "eval_overall_precision": 0.7769423558897243,
3398
  "eval_overall_recall": 0.8933717579250721,
3399
+ "eval_runtime": 0.3814,
3400
+ "eval_samples_per_second": 490.309,
3401
+ "eval_steps_per_second": 7.866,
3402
  "step": 9222
3403
  },
3404
  {
 
3435
  "eval_overall_f1": 0.8268456375838926,
3436
  "eval_overall_precision": 0.7738693467336684,
3437
  "eval_overall_recall": 0.8876080691642652,
3438
+ "eval_runtime": 0.38,
3439
+ "eval_samples_per_second": 492.071,
3440
+ "eval_steps_per_second": 7.894,
3441
  "step": 9328
3442
  },
3443
  {
 
3474
  "eval_overall_f1": 0.822429906542056,
3475
  "eval_overall_precision": 0.7661691542288557,
3476
  "eval_overall_recall": 0.8876080691642652,
3477
+ "eval_runtime": 0.3814,
3478
+ "eval_samples_per_second": 490.312,
3479
+ "eval_steps_per_second": 7.866,
3480
  "step": 9434
3481
  },
3482
  {
 
3513
  "eval_overall_f1": 0.8306451612903226,
3514
  "eval_overall_precision": 0.7783375314861462,
3515
  "eval_overall_recall": 0.8904899135446686,
3516
+ "eval_runtime": 0.3817,
3517
+ "eval_samples_per_second": 489.931,
3518
+ "eval_steps_per_second": 7.86,
3519
  "step": 9540
3520
  },
3521
  {
 
3552
  "eval_overall_f1": 0.8268456375838926,
3553
  "eval_overall_precision": 0.7738693467336684,
3554
  "eval_overall_recall": 0.8876080691642652,
3555
+ "eval_runtime": 0.381,
3556
+ "eval_samples_per_second": 490.839,
3557
+ "eval_steps_per_second": 7.874,
3558
  "step": 9646
3559
  },
3560
  {
 
3591
  "eval_overall_f1": 0.8181818181818181,
3592
  "eval_overall_precision": 0.7630922693266833,
3593
  "eval_overall_recall": 0.8818443804034583,
3594
+ "eval_runtime": 0.3841,
3595
+ "eval_samples_per_second": 486.911,
3596
+ "eval_steps_per_second": 7.811,
3597
  "step": 9752
3598
  },
3599
  {
 
3630
  "eval_overall_f1": 0.8213333333333332,
3631
  "eval_overall_precision": 0.7642679900744417,
3632
  "eval_overall_recall": 0.8876080691642652,
3633
+ "eval_runtime": 0.3809,
3634
+ "eval_samples_per_second": 490.922,
3635
+ "eval_steps_per_second": 7.876,
3636
  "step": 9858
3637
  },
3638
  {
 
3669
  "eval_overall_f1": 0.8181818181818181,
3670
  "eval_overall_precision": 0.7630922693266833,
3671
  "eval_overall_recall": 0.8818443804034583,
3672
+ "eval_runtime": 0.3812,
3673
+ "eval_samples_per_second": 490.524,
3674
+ "eval_steps_per_second": 7.869,
3675
  "step": 9964
3676
  },
3677
  {
 
3708
  "eval_overall_f1": 0.8263795423956932,
3709
  "eval_overall_precision": 0.7752525252525253,
3710
  "eval_overall_recall": 0.8847262247838616,
3711
+ "eval_runtime": 0.38,
3712
+ "eval_samples_per_second": 492.071,
3713
+ "eval_steps_per_second": 7.894,
3714
  "step": 10070
3715
  },
3716
  {
 
3747
  "eval_overall_f1": 0.82907133243607,
3748
  "eval_overall_precision": 0.7777777777777778,
3749
  "eval_overall_recall": 0.8876080691642652,
3750
+ "eval_runtime": 0.3831,
3751
+ "eval_samples_per_second": 488.178,
3752
+ "eval_steps_per_second": 7.832,
3753
  "step": 10176
3754
  },
3755
  {
 
3786
  "eval_overall_f1": 0.8306451612903226,
3787
  "eval_overall_precision": 0.7783375314861462,
3788
  "eval_overall_recall": 0.8904899135446686,
3789
+ "eval_runtime": 0.381,
3790
+ "eval_samples_per_second": 490.819,
3791
+ "eval_steps_per_second": 7.874,
3792
  "step": 10282
3793
  },
3794
  {
 
3825
  "eval_overall_f1": 0.8306451612903226,
3826
  "eval_overall_precision": 0.7783375314861462,
3827
  "eval_overall_recall": 0.8904899135446686,
3828
+ "eval_runtime": 0.3823,
3829
+ "eval_samples_per_second": 489.131,
3830
+ "eval_steps_per_second": 7.847,
3831
  "step": 10388
3832
  },
3833
  {
 
3864
  "eval_overall_f1": 0.8268456375838926,
3865
  "eval_overall_precision": 0.7738693467336684,
3866
  "eval_overall_recall": 0.8876080691642652,
3867
+ "eval_runtime": 0.3822,
3868
+ "eval_samples_per_second": 489.325,
3869
+ "eval_steps_per_second": 7.85,
3870
  "step": 10494
3871
  },
3872
  {
 
3903
  "eval_overall_f1": 0.8279569892473119,
3904
  "eval_overall_precision": 0.7758186397984886,
3905
  "eval_overall_recall": 0.8876080691642652,
3906
+ "eval_runtime": 0.3796,
3907
+ "eval_samples_per_second": 492.654,
3908
+ "eval_steps_per_second": 7.904,
3909
  "step": 10600
3910
  },
3911
  {
 
3913
  "step": 10600,
3914
  "total_flos": 5123217774191952.0,
3915
  "train_loss": 0.07702873169251208,
3916
+ "train_runtime": 615.3274,
3917
+ "train_samples_per_second": 274.326,
3918
+ "train_steps_per_second": 17.227
3919
  }
3920
  ],
3921
  "logging_steps": 500,