File size: 25,382 Bytes
5a12e3f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
{
  "best_metric": 0.5866261398176292,
  "best_model_checkpoint": "result/unsup/simcse-indobert-content-FakeCLSTrain-precise",
  "epoch": 3.0,
  "global_step": 756,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08,
      "eval_CR": 73.16,
      "eval_FakeCLSDev": 0.9856897538637664,
      "eval_FakeCLSTest": 0.5,
      "eval_FakeCLSTrain": 0.5635838150289018,
      "eval_FakePairs": -0.0605484557984162,
      "eval_FakePairsNLI": 62.09,
      "eval_MPQA": 77.41,
      "eval_MR": 61.65,
      "eval_MRPC": 69.68,
      "eval_SST2": 69.95,
      "eval_SUBJ": 82.09,
      "eval_TREC": 65.04,
      "eval_avg_sts": 0.594301042267096,
      "eval_avg_transfer": 71.28285714285714,
      "eval_sickr_spearman": 0.5739718062787506,
      "eval_stsb_indo": 0.3209488720594688,
      "eval_stsb_spearman": 0.6146302782554416,
      "step": 20
    },
    {
      "epoch": 0.16,
      "eval_CR": 72.46,
      "eval_FakeCLSDev": 0.9851598173515982,
      "eval_FakeCLSTest": 0.44155844155844154,
      "eval_FakeCLSTrain": 0.5580736543909348,
      "eval_FakePairs": -0.06458236398195215,
      "eval_FakePairsNLI": 62.56,
      "eval_MPQA": 77.78,
      "eval_MR": 61.94,
      "eval_MRPC": 69.92,
      "eval_SST2": 69.72,
      "eval_SUBJ": 81.95,
      "eval_TREC": 63.56,
      "eval_avg_sts": 0.5942119231714487,
      "eval_avg_transfer": 71.04714285714286,
      "eval_sickr_spearman": 0.572479335863764,
      "eval_stsb_indo": 0.33555082512700035,
      "eval_stsb_spearman": 0.6159445104791332,
      "step": 40
    },
    {
      "epoch": 0.24,
      "eval_CR": 72.2,
      "eval_FakeCLSDev": 0.9883973894126178,
      "eval_FakeCLSTest": 0.49557522123893805,
      "eval_FakeCLSTrain": 0.5488126649076517,
      "eval_FakePairs": -0.06162683895274021,
      "eval_FakePairsNLI": 62.25,
      "eval_MPQA": 77.85,
      "eval_MR": 61.31,
      "eval_MRPC": 70.17,
      "eval_SST2": 69.95,
      "eval_SUBJ": 82.79,
      "eval_TREC": 63.96,
      "eval_avg_sts": 0.5899751766827189,
      "eval_avg_transfer": 71.17571428571428,
      "eval_sickr_spearman": 0.5702007884426414,
      "eval_stsb_indo": 0.31928216322520336,
      "eval_stsb_spearman": 0.6097495649227964,
      "step": 60
    },
    {
      "epoch": 0.32,
      "eval_CR": 72.32,
      "eval_FakeCLSDev": 0.9828571428571429,
      "eval_FakeCLSTest": 0.4358974358974359,
      "eval_FakeCLSTrain": 0.505720823798627,
      "eval_FakePairs": -0.057193528168424795,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.43,
      "eval_MR": 62.04,
      "eval_MRPC": 69.38,
      "eval_SST2": 69.72,
      "eval_SUBJ": 82.67,
      "eval_TREC": 63.44,
      "eval_avg_sts": 0.6008571910373384,
      "eval_avg_transfer": 70.99999999999999,
      "eval_sickr_spearman": 0.5721567109554042,
      "eval_stsb_indo": 0.3125770393791657,
      "eval_stsb_spearman": 0.6295576711192724,
      "step": 80
    },
    {
      "epoch": 0.4,
      "eval_CR": 71.95,
      "eval_FakeCLSDev": 1.0,
      "eval_FakeCLSTest": 0.4166666666666667,
      "eval_FakeCLSTrain": 0.5508474576271186,
      "eval_FakePairs": -0.05351908362129137,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.06,
      "eval_MR": 62.45,
      "eval_MRPC": 70.22,
      "eval_SST2": 69.04,
      "eval_SUBJ": 82.31,
      "eval_TREC": 63.44,
      "eval_avg_sts": 0.5941874894842695,
      "eval_avg_transfer": 70.92428571428572,
      "eval_sickr_spearman": 0.5704407998565277,
      "eval_stsb_indo": 0.30895400373418236,
      "eval_stsb_spearman": 0.6179341791120112,
      "step": 100
    },
    {
      "epoch": 0.48,
      "eval_CR": 72.01,
      "eval_FakeCLSDev": 1.0,
      "eval_FakeCLSTest": 0.47058823529411764,
      "eval_FakeCLSTrain": 0.5430809399477807,
      "eval_FakePairs": -0.030993140962777686,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 76.94,
      "eval_MR": 61.46,
      "eval_MRPC": 69.68,
      "eval_SST2": 67.32,
      "eval_SUBJ": 81.42,
      "eval_TREC": 64.38,
      "eval_avg_sts": 0.5907439625277868,
      "eval_avg_transfer": 70.45857142857143,
      "eval_sickr_spearman": 0.5674561472131634,
      "eval_stsb_indo": 0.2897446195810389,
      "eval_stsb_spearman": 0.6140317778424101,
      "step": 120
    },
    {
      "epoch": 0.56,
      "eval_CR": 72.67,
      "eval_FakeCLSDev": 0.9917948717948718,
      "eval_FakeCLSTest": 0.5957446808510638,
      "eval_FakeCLSTrain": 0.5555555555555556,
      "eval_FakePairs": -0.04577079838059695,
      "eval_FakePairsNLI": 63.18,
      "eval_MPQA": 77.25,
      "eval_MR": 61.59,
      "eval_MRPC": 69.87,
      "eval_SST2": 69.95,
      "eval_SUBJ": 81.79,
      "eval_TREC": 62.4,
      "eval_avg_sts": 0.601502215900739,
      "eval_avg_transfer": 70.78857142857143,
      "eval_sickr_spearman": 0.5684590846422926,
      "eval_stsb_indo": 0.3097638766411074,
      "eval_stsb_spearman": 0.6345453471591856,
      "step": 140
    },
    {
      "epoch": 0.63,
      "eval_CR": 72.47,
      "eval_FakeCLSDev": 0.9908735332464146,
      "eval_FakeCLSTest": 0.5632911392405063,
      "eval_FakeCLSTrain": 0.556786703601108,
      "eval_FakePairs": -0.05599533972914216,
      "eval_FakePairsNLI": 60.69,
      "eval_MPQA": 77.78,
      "eval_MR": 61.95,
      "eval_MRPC": 69.87,
      "eval_SST2": 70.3,
      "eval_SUBJ": 81.82,
      "eval_TREC": 61.57,
      "eval_avg_sts": 0.5932109567201365,
      "eval_avg_transfer": 70.82285714285715,
      "eval_sickr_spearman": 0.5648520449864932,
      "eval_stsb_indo": 0.31916108185452513,
      "eval_stsb_spearman": 0.6215698684537796,
      "step": 160
    },
    {
      "epoch": 0.71,
      "eval_CR": 72.56,
      "eval_FakeCLSDev": 0.9912587412587412,
      "eval_FakeCLSTest": 0.5294117647058824,
      "eval_FakeCLSTrain": 0.5282555282555282,
      "eval_FakePairs": -0.06366374574055107,
      "eval_FakePairsNLI": 63.96,
      "eval_MPQA": 77.65,
      "eval_MR": 62.88,
      "eval_MRPC": 69.85,
      "eval_SST2": 68.69,
      "eval_SUBJ": 82.11,
      "eval_TREC": 64.78,
      "eval_avg_sts": 0.5965775256163806,
      "eval_avg_transfer": 71.21714285714287,
      "eval_sickr_spearman": 0.5614600886029337,
      "eval_stsb_indo": 0.331965762222026,
      "eval_stsb_spearman": 0.6316949626298273,
      "step": 180
    },
    {
      "epoch": 0.79,
      "eval_CR": 72.59,
      "eval_FakeCLSDev": 0.9902200488997555,
      "eval_FakeCLSTest": 0.5392670157068062,
      "eval_FakeCLSTrain": 0.555858310626703,
      "eval_FakePairs": -0.06334422882340904,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.32,
      "eval_MR": 62.44,
      "eval_MRPC": 70.41,
      "eval_SST2": 69.72,
      "eval_SUBJ": 82.33,
      "eval_TREC": 62.16,
      "eval_avg_sts": 0.5994183846840018,
      "eval_avg_transfer": 70.99571428571427,
      "eval_sickr_spearman": 0.5617657105013845,
      "eval_stsb_indo": 0.3362704444969455,
      "eval_stsb_spearman": 0.6370710588666191,
      "step": 200
    },
    {
      "epoch": 0.87,
      "eval_CR": 71.93,
      "eval_FakeCLSDev": 0.9864066193853428,
      "eval_FakeCLSTest": 0.44529750479846447,
      "eval_FakeCLSTrain": 0.4653846153846154,
      "eval_FakePairs": -0.0781218862412283,
      "eval_FakePairsNLI": 60.69,
      "eval_MPQA": 77.74,
      "eval_MR": 62.75,
      "eval_MRPC": 69.95,
      "eval_SST2": 69.72,
      "eval_SUBJ": 81.79,
      "eval_TREC": 62.12,
      "eval_avg_sts": 0.6017830377412869,
      "eval_avg_transfer": 70.85714285714286,
      "eval_sickr_spearman": 0.5577540568470704,
      "eval_stsb_indo": 0.3330327185293657,
      "eval_stsb_spearman": 0.6458120186355034,
      "step": 220
    },
    {
      "epoch": 0.95,
      "eval_CR": 72.07,
      "eval_FakeCLSDev": 0.9851767388825542,
      "eval_FakeCLSTest": 0.4206081081081081,
      "eval_FakeCLSTrain": 0.5619596541786743,
      "eval_FakePairs": -0.06254543653055394,
      "eval_FakePairsNLI": 62.4,
      "eval_MPQA": 77.63,
      "eval_MR": 62.42,
      "eval_MRPC": 70.39,
      "eval_SST2": 67.89,
      "eval_SUBJ": 81.1,
      "eval_TREC": 63.5,
      "eval_avg_sts": 0.6093138534071756,
      "eval_avg_transfer": 70.71428571428571,
      "eval_sickr_spearman": 0.5638283100904413,
      "eval_stsb_indo": 0.3179406446290444,
      "eval_stsb_spearman": 0.6547993967239099,
      "step": 240
    },
    {
      "epoch": 1.03,
      "eval_CR": 71.91,
      "eval_FakeCLSDev": 0.9855156431054461,
      "eval_FakeCLSTest": 0.4250871080139373,
      "eval_FakeCLSTrain": 0.5616045845272206,
      "eval_FakePairs": -0.0714120309812455,
      "eval_FakePairsNLI": 62.71,
      "eval_MPQA": 77.76,
      "eval_MR": 62.24,
      "eval_MRPC": 70.29,
      "eval_SST2": 69.27,
      "eval_SUBJ": 81.23,
      "eval_TREC": 62.22,
      "eval_avg_sts": 0.6098143668968183,
      "eval_avg_transfer": 70.70285714285714,
      "eval_sickr_spearman": 0.5708000244641833,
      "eval_stsb_indo": 0.3233259049654498,
      "eval_stsb_spearman": 0.6488287093294535,
      "step": 260
    },
    {
      "epoch": 1.11,
      "eval_CR": 71.6,
      "eval_FakeCLSDev": 0.9872,
      "eval_FakeCLSTest": 0.4154929577464789,
      "eval_FakeCLSTrain": 0.5055187637969095,
      "eval_FakePairs": -0.06158689255421782,
      "eval_FakePairsNLI": 61.31,
      "eval_MPQA": 77.74,
      "eval_MR": 62.29,
      "eval_MRPC": 69.85,
      "eval_SST2": 69.84,
      "eval_SUBJ": 81.13,
      "eval_TREC": 61.83,
      "eval_avg_sts": 0.6152679773595253,
      "eval_avg_transfer": 70.61142857142856,
      "eval_sickr_spearman": 0.5785564709732213,
      "eval_stsb_indo": 0.3262186264651655,
      "eval_stsb_spearman": 0.6519794837458294,
      "step": 280
    },
    {
      "epoch": 1.19,
      "eval_CR": 71.99,
      "eval_FakeCLSDev": 0.9887798036465638,
      "eval_FakeCLSTest": 0.3881118881118881,
      "eval_FakeCLSTrain": 0.5628415300546448,
      "eval_FakePairs": -0.05176174057701016,
      "eval_FakePairsNLI": 63.18,
      "eval_MPQA": 77.82,
      "eval_MR": 62.44,
      "eval_MRPC": 70.49,
      "eval_SST2": 69.38,
      "eval_SUBJ": 81.6,
      "eval_TREC": 62.64,
      "eval_avg_sts": 0.6081735394724535,
      "eval_avg_transfer": 70.90857142857143,
      "eval_sickr_spearman": 0.5737140233573322,
      "eval_stsb_indo": 0.33079265734267466,
      "eval_stsb_spearman": 0.6426330555875746,
      "step": 300
    },
    {
      "epoch": 1.27,
      "eval_CR": 71.69,
      "eval_FakeCLSDev": 0.9950738916256158,
      "eval_FakeCLSTest": 0.32575757575757575,
      "eval_FakeCLSTrain": 0.5660919540229885,
      "eval_FakePairs": -0.03634504932490683,
      "eval_FakePairsNLI": 61.31,
      "eval_MPQA": 78.3,
      "eval_MR": 61.9,
      "eval_MRPC": 70.41,
      "eval_SST2": 68.81,
      "eval_SUBJ": 81.27,
      "eval_TREC": 64.03,
      "eval_avg_sts": 0.6034605442857701,
      "eval_avg_transfer": 70.91571428571429,
      "eval_sickr_spearman": 0.5857587346338663,
      "eval_stsb_indo": 0.3175442989614004,
      "eval_stsb_spearman": 0.621162353937674,
      "step": 320
    },
    {
      "epoch": 1.35,
      "eval_CR": 72.16,
      "eval_FakeCLSDev": 0.8333333333333334,
      "eval_FakeCLSTest": 0.2903225806451613,
      "eval_FakeCLSTrain": 0.5706051873198847,
      "eval_FakePairs": -0.009345869826404611,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.78,
      "eval_MR": 61.92,
      "eval_MRPC": 69.87,
      "eval_SST2": 68.35,
      "eval_SUBJ": 81.05,
      "eval_TREC": 63.74,
      "eval_avg_sts": 0.5978999565018066,
      "eval_avg_transfer": 70.69571428571429,
      "eval_sickr_spearman": 0.5846008969025991,
      "eval_stsb_indo": 0.2896616256780842,
      "eval_stsb_spearman": 0.6111990161010141,
      "step": 340
    },
    {
      "epoch": 1.43,
      "eval_CR": 72.4,
      "eval_FakeCLSDev": 0.75,
      "eval_FakeCLSTest": 0.6,
      "eval_FakeCLSTrain": 0.5866261398176292,
      "eval_FakePairs": 0.009186111367833594,
      "eval_FakePairsNLI": 61.31,
      "eval_MPQA": 77.71,
      "eval_MR": 62.08,
      "eval_MRPC": 70.66,
      "eval_SST2": 68.92,
      "eval_SUBJ": 81.17,
      "eval_TREC": 62.38,
      "eval_avg_sts": 0.6025418380141683,
      "eval_avg_transfer": 70.76,
      "eval_sickr_spearman": 0.5790834682182003,
      "eval_stsb_indo": 0.2856567184812426,
      "eval_stsb_spearman": 0.6260002078101363,
      "step": 360
    },
    {
      "epoch": 1.51,
      "eval_CR": 71.56,
      "eval_FakeCLSDev": 1.0,
      "eval_FakeCLSTest": 0.4,
      "eval_FakeCLSTrain": 0.5331695331695332,
      "eval_FakePairs": 0.01469777818853375,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.58,
      "eval_MR": 62.1,
      "eval_MRPC": 69.77,
      "eval_SST2": 69.5,
      "eval_SUBJ": 80.9,
      "eval_TREC": 60.66,
      "eval_avg_sts": 0.6008793834242059,
      "eval_avg_transfer": 70.29571428571428,
      "eval_sickr_spearman": 0.5750952057102866,
      "eval_stsb_indo": 0.2851042737082779,
      "eval_stsb_spearman": 0.626663561138125,
      "step": 380
    },
    {
      "epoch": 1.59,
      "eval_CR": 72.58,
      "eval_FakeCLSDev": 0.75,
      "eval_FakeCLSTest": 0.2558139534883721,
      "eval_FakeCLSTrain": 0.5617977528089888,
      "eval_FakePairs": -0.02212654651208613,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.56,
      "eval_MR": 61.98,
      "eval_MRPC": 70.56,
      "eval_SST2": 69.5,
      "eval_SUBJ": 81.99,
      "eval_TREC": 60.35,
      "eval_avg_sts": 0.6094671498051143,
      "eval_avg_transfer": 70.64571428571429,
      "eval_sickr_spearman": 0.5732523003792077,
      "eval_stsb_indo": 0.29926655176105116,
      "eval_stsb_spearman": 0.645681999231021,
      "step": 400
    },
    {
      "epoch": 1.67,
      "eval_CR": 72.26,
      "eval_FakeCLSDev": 0.75,
      "eval_FakeCLSTest": 0.24489795918367346,
      "eval_FakeCLSTrain": 0.5461538461538461,
      "eval_FakePairs": -0.04640983221488102,
      "eval_FakePairsNLI": 62.56,
      "eval_MPQA": 78.1,
      "eval_MR": 62.29,
      "eval_MRPC": 69.97,
      "eval_SST2": 70.07,
      "eval_SUBJ": 82.35,
      "eval_TREC": 58.6,
      "eval_avg_sts": 0.6147454616026657,
      "eval_avg_transfer": 70.52,
      "eval_sickr_spearman": 0.5760541946815999,
      "eval_stsb_indo": 0.3099846776429508,
      "eval_stsb_spearman": 0.6534367285237316,
      "step": 420
    },
    {
      "epoch": 1.75,
      "eval_CR": 72.46,
      "eval_FakeCLSDev": 0.6666666666666666,
      "eval_FakeCLSTest": 0.2564102564102564,
      "eval_FakeCLSTrain": 0.5638888888888889,
      "eval_FakePairs": -0.05903075044199152,
      "eval_FakePairsNLI": 60.84,
      "eval_MPQA": 77.68,
      "eval_MR": 62.84,
      "eval_MRPC": 70.51,
      "eval_SST2": 70.18,
      "eval_SUBJ": 82.59,
      "eval_TREC": 60.55,
      "eval_avg_sts": 0.6163739495549794,
      "eval_avg_transfer": 70.97285714285715,
      "eval_sickr_spearman": 0.5752962639009065,
      "eval_stsb_indo": 0.3144443089302872,
      "eval_stsb_spearman": 0.6574516352090524,
      "step": 440
    },
    {
      "epoch": 1.83,
      "eval_CR": 72.66,
      "eval_FakeCLSDev": 0.8,
      "eval_FakeCLSTest": 0.21621621621621623,
      "eval_FakeCLSTrain": 0.5635838150289018,
      "eval_FakePairs": -0.06614000184840188,
      "eval_FakePairsNLI": 61.62,
      "eval_MPQA": 77.6,
      "eval_MR": 63.18,
      "eval_MRPC": 70.58,
      "eval_SST2": 68.69,
      "eval_SUBJ": 82.96,
      "eval_TREC": 60.49,
      "eval_avg_sts": 0.6191142419028671,
      "eval_avg_transfer": 70.88,
      "eval_sickr_spearman": 0.5765413741434867,
      "eval_stsb_indo": 0.32117950245618027,
      "eval_stsb_spearman": 0.6616871096622475,
      "step": 460
    },
    {
      "epoch": 1.9,
      "eval_CR": 72.22,
      "eval_FakeCLSDev": 0.9850746268656716,
      "eval_FakeCLSTest": 0.2713178294573643,
      "eval_FakeCLSTrain": 0.5596590909090909,
      "eval_FakePairs": -0.06198628192555537,
      "eval_FakePairsNLI": 62.4,
      "eval_MPQA": 77.47,
      "eval_MR": 63.01,
      "eval_MRPC": 70.22,
      "eval_SST2": 69.04,
      "eval_SUBJ": 82.91,
      "eval_TREC": 60.24,
      "eval_avg_sts": 0.6214756182164681,
      "eval_avg_transfer": 70.73,
      "eval_sickr_spearman": 0.5775538697618021,
      "eval_stsb_indo": 0.32220638413969804,
      "eval_stsb_spearman": 0.6653973666711341,
      "step": 480
    },
    {
      "epoch": 1.98,
      "learning_rate": 1.693121693121693e-05,
      "loss": 0.039,
      "step": 500
    },
    {
      "epoch": 1.98,
      "eval_CR": 72.6,
      "eval_FakeCLSDev": 0.9814814814814815,
      "eval_FakeCLSTest": 0.23529411764705882,
      "eval_FakeCLSTrain": 0.5516304347826086,
      "eval_FakePairs": -0.05535630589485809,
      "eval_FakePairsNLI": 61.31,
      "eval_MPQA": 77.9,
      "eval_MR": 62.95,
      "eval_MRPC": 70.24,
      "eval_SST2": 69.27,
      "eval_SUBJ": 82.79,
      "eval_TREC": 61.37,
      "eval_avg_sts": 0.623177260213142,
      "eval_avg_transfer": 71.01714285714286,
      "eval_sickr_spearman": 0.5778529113993559,
      "eval_stsb_indo": 0.32376765191924134,
      "eval_stsb_spearman": 0.668501609026928,
      "step": 500
    },
    {
      "epoch": 2.06,
      "eval_CR": 72.46,
      "eval_FakeCLSDev": 0.9794871794871794,
      "eval_FakeCLSTest": 0.29891304347826086,
      "eval_FakeCLSTrain": 0.5808383233532934,
      "eval_FakePairs": -0.046010436068453474,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.7,
      "eval_MR": 63.16,
      "eval_MRPC": 70.07,
      "eval_SST2": 69.72,
      "eval_SUBJ": 82.93,
      "eval_TREC": 61.23,
      "eval_avg_sts": 0.6209015004562825,
      "eval_avg_transfer": 71.03857142857143,
      "eval_sickr_spearman": 0.5749312275299768,
      "eval_stsb_indo": 0.32549874112208793,
      "eval_stsb_spearman": 0.6668717733825881,
      "step": 520
    },
    {
      "epoch": 2.14,
      "eval_CR": 72.09,
      "eval_FakeCLSDev": 0.9809523809523809,
      "eval_FakeCLSTest": 0.2903225806451613,
      "eval_FakeCLSTrain": 0.5580110497237569,
      "eval_FakePairs": -0.050563552137727515,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.54,
      "eval_MR": 63.24,
      "eval_MRPC": 70.68,
      "eval_SST2": 70.41,
      "eval_SUBJ": 83.0,
      "eval_TREC": 62.14,
      "eval_avg_sts": 0.6184279691881094,
      "eval_avg_transfer": 71.3,
      "eval_sickr_spearman": 0.5744775257457924,
      "eval_stsb_indo": 0.32854134925494444,
      "eval_stsb_spearman": 0.6623784126304263,
      "step": 540
    },
    {
      "epoch": 2.22,
      "eval_CR": 72.34,
      "eval_FakeCLSDev": 0.9838709677419355,
      "eval_FakeCLSTest": 0.2857142857142857,
      "eval_FakeCLSTrain": 0.5187793427230047,
      "eval_FakePairs": -0.056554494334140726,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.73,
      "eval_MR": 63.1,
      "eval_MRPC": 70.66,
      "eval_SST2": 70.3,
      "eval_SUBJ": 83.1,
      "eval_TREC": 62.11,
      "eval_avg_sts": 0.6199240402637818,
      "eval_avg_transfer": 71.33428571428571,
      "eval_sickr_spearman": 0.5761467506140712,
      "eval_stsb_indo": 0.33424233003408477,
      "eval_stsb_spearman": 0.6637013299134924,
      "step": 560
    },
    {
      "epoch": 2.3,
      "eval_CR": 72.49,
      "eval_FakeCLSDev": 0.9806451612903225,
      "eval_FakeCLSTest": 0.3,
      "eval_FakeCLSTrain": 0.553133514986376,
      "eval_FakePairs": -0.04856657140558978,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.9,
      "eval_MR": 62.85,
      "eval_MRPC": 70.53,
      "eval_SST2": 70.07,
      "eval_SUBJ": 83.09,
      "eval_TREC": 62.14,
      "eval_avg_sts": 0.6214529155922321,
      "eval_avg_transfer": 71.2957142857143,
      "eval_sickr_spearman": 0.5773829751028853,
      "eval_stsb_indo": 0.3387023269485864,
      "eval_stsb_spearman": 0.6655228560815791,
      "step": 580
    },
    {
      "epoch": 2.38,
      "eval_CR": 72.1,
      "eval_FakeCLSDev": 0.9838056680161943,
      "eval_FakeCLSTest": 0.30857142857142855,
      "eval_FakeCLSTrain": 0.525,
      "eval_FakePairs": -0.04832693371773324,
      "eval_FakePairsNLI": 60.69,
      "eval_MPQA": 77.61,
      "eval_MR": 63.27,
      "eval_MRPC": 70.66,
      "eval_SST2": 70.07,
      "eval_SUBJ": 82.87,
      "eval_TREC": 62.12,
      "eval_avg_sts": 0.6206915906216466,
      "eval_avg_transfer": 71.24285714285715,
      "eval_sickr_spearman": 0.5774246660989336,
      "eval_stsb_indo": 0.33551007709822284,
      "eval_stsb_spearman": 0.6639585151443594,
      "step": 600
    },
    {
      "epoch": 2.46,
      "eval_CR": 72.62,
      "eval_FakeCLSDev": 0.9790575916230366,
      "eval_FakeCLSTest": 0.3,
      "eval_FakeCLSTrain": 0.5488126649076517,
      "eval_FakePairs": -0.04353417996060268,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.77,
      "eval_MR": 62.79,
      "eval_MRPC": 70.09,
      "eval_SST2": 70.07,
      "eval_SUBJ": 82.63,
      "eval_TREC": 62.73,
      "eval_avg_sts": 0.6199540161828849,
      "eval_avg_transfer": 71.24285714285715,
      "eval_sickr_spearman": 0.5757875260064156,
      "eval_stsb_indo": 0.33257213690590665,
      "eval_stsb_spearman": 0.6641205063593542,
      "step": 620
    },
    {
      "epoch": 2.54,
      "eval_CR": 72.58,
      "eval_FakeCLSDev": 0.9788359788359788,
      "eval_FakeCLSTest": 0.32,
      "eval_FakeCLSTrain": 0.5694050991501416,
      "eval_FakePairs": -0.03690420392990539,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.76,
      "eval_MR": 63.21,
      "eval_MRPC": 70.39,
      "eval_SST2": 69.61,
      "eval_SUBJ": 82.64,
      "eval_TREC": 62.91,
      "eval_avg_sts": 0.6197236868817497,
      "eval_avg_transfer": 71.3,
      "eval_sickr_spearman": 0.575295111154472,
      "eval_stsb_indo": 0.33277347755938264,
      "eval_stsb_spearman": 0.6641522626090275,
      "step": 640
    },
    {
      "epoch": 2.62,
      "eval_CR": 72.37,
      "eval_FakeCLSDev": 0.9813664596273292,
      "eval_FakeCLSTest": 0.30714285714285716,
      "eval_FakeCLSTrain": 0.5673352435530086,
      "eval_FakePairs": -0.04185671614560698,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.7,
      "eval_MR": 63.44,
      "eval_MRPC": 70.41,
      "eval_SST2": 70.07,
      "eval_SUBJ": 82.42,
      "eval_TREC": 62.01,
      "eval_avg_sts": 0.6192603163969024,
      "eval_avg_transfer": 71.20285714285714,
      "eval_sickr_spearman": 0.5760667788301768,
      "eval_stsb_indo": 0.3335736566547829,
      "eval_stsb_spearman": 0.662453853963628,
      "step": 660
    },
    {
      "epoch": 2.7,
      "eval_CR": 72.76,
      "eval_FakeCLSDev": 0.9801324503311258,
      "eval_FakeCLSTest": 0.31386861313868614,
      "eval_FakeCLSTrain": 0.5516304347826086,
      "eval_FakePairs": -0.037702996222760486,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.76,
      "eval_MR": 63.35,
      "eval_MRPC": 70.26,
      "eval_SST2": 69.72,
      "eval_SUBJ": 82.5,
      "eval_TREC": 62.16,
      "eval_avg_sts": 0.6187790665182422,
      "eval_avg_transfer": 71.21571428571428,
      "eval_sickr_spearman": 0.5762393065465424,
      "eval_stsb_indo": 0.33152148371183193,
      "eval_stsb_spearman": 0.661318826489942,
      "step": 680
    },
    {
      "epoch": 2.78,
      "eval_CR": 72.7,
      "eval_FakeCLSDev": 0.9854014598540146,
      "eval_FakeCLSTest": 0.3153846153846154,
      "eval_FakeCLSTrain": 0.5739644970414202,
      "eval_FakePairs": -0.03586577394919376,
      "eval_FakePairsNLI": 61.15,
      "eval_MPQA": 77.57,
      "eval_MR": 63.55,
      "eval_MRPC": 70.49,
      "eval_SST2": 70.3,
      "eval_SUBJ": 82.3,
      "eval_TREC": 62.05,
      "eval_avg_sts": 0.6190232984727024,
      "eval_avg_transfer": 71.28,
      "eval_sickr_spearman": 0.5767789359711997,
      "eval_stsb_indo": 0.33084746387873076,
      "eval_stsb_spearman": 0.6612676609742051,
      "step": 700
    },
    {
      "epoch": 2.86,
      "eval_CR": 72.72,
      "eval_FakeCLSDev": 0.9819277108433735,
      "eval_FakeCLSTest": 0.31690140845070425,
      "eval_FakeCLSTrain": 0.5483870967741935,
      "eval_FakePairs": -0.032590725548487874,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.62,
      "eval_MR": 63.28,
      "eval_MRPC": 70.22,
      "eval_SST2": 70.3,
      "eval_SUBJ": 82.42,
      "eval_TREC": 62.27,
      "eval_avg_sts": 0.619679371820255,
      "eval_avg_transfer": 71.26142857142858,
      "eval_sickr_spearman": 0.5773890270216666,
      "eval_stsb_indo": 0.3306356462208514,
      "eval_stsb_spearman": 0.6619697166188434,
      "step": 720
    },
    {
      "epoch": 2.94,
      "eval_CR": 72.56,
      "eval_FakeCLSDev": 0.9830508474576272,
      "eval_FakeCLSTest": 0.31543624161073824,
      "eval_FakeCLSTrain": 0.5803571428571429,
      "eval_FakePairs": -0.03251084631920237,
      "eval_FakePairsNLI": 60.53,
      "eval_MPQA": 77.88,
      "eval_MR": 63.26,
      "eval_MRPC": 70.31,
      "eval_SST2": 70.3,
      "eval_SUBJ": 82.49,
      "eval_TREC": 62.01,
      "eval_avg_sts": 0.6197486139988778,
      "eval_avg_transfer": 71.25857142857143,
      "eval_sickr_spearman": 0.5774980576219311,
      "eval_stsb_indo": 0.3309848917313693,
      "eval_stsb_spearman": 0.6619991703758246,
      "step": 740
    },
    {
      "epoch": 3.0,
      "step": 756,
      "train_runtime": 51381.4965,
      "train_samples_per_second": 0.015
    }
  ],
  "max_steps": 756,
  "num_train_epochs": 3,
  "total_flos": 24352519106985984,
  "trial_name": null,
  "trial_params": null
}