File size: 32,046 Bytes
20e535b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
{
  "best_metric": 0.44814541935920715,
  "best_model_checkpoint": "model_output/e2e_opentable_5_way__approximate__0-shot__seed-42__roberta-base/checkpoint-1450",
  "epoch": 2.4871355060034306,
  "global_step": 1450,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.03,
      "learning_rate": 4.9783362218370885e-05,
      "loss": 15.3848,
      "step": 20
    },
    {
      "epoch": 0.07,
      "learning_rate": 4.956672443674177e-05,
      "loss": 12.8162,
      "step": 40
    },
    {
      "epoch": 0.09,
      "eval_distillation_accuracy_counterfactual": 0.4474089276552078,
      "eval_distillation_accuracy_factual": 0.7721908671113391,
      "eval_distillation_f1_counterfactual": 0.34384085542828363,
      "eval_distillation_f1_factual": 0.7449065740174884,
      "eval_groundtruth_accuracy_counterfactual": 0.43560800410466904,
      "eval_groundtruth_f1_counterfactual": 0.3322658600412939,
      "eval_groundtruth_f1_factual": 0.6497934851385894,
      "eval_icace_cosine": 0.4707597494125366,
      "eval_icace_l2": 0.7290830612182617,
      "eval_icace_normdiff": 0.5084162950515747,
      "eval_loss": 9.263871192932129,
      "eval_runtime": 12.7695,
      "eval_samples_per_second": 305.258,
      "eval_steps_per_second": 2.428,
      "step": 50
    },
    {
      "epoch": 0.1,
      "learning_rate": 4.935008665511265e-05,
      "loss": 11.524,
      "step": 60
    },
    {
      "epoch": 0.14,
      "learning_rate": 4.913344887348354e-05,
      "loss": 10.7187,
      "step": 80
    },
    {
      "epoch": 0.17,
      "learning_rate": 4.891681109185442e-05,
      "loss": 10.3266,
      "step": 100
    },
    {
      "epoch": 0.17,
      "eval_distillation_accuracy_counterfactual": 0.47485890200102615,
      "eval_distillation_accuracy_factual": 0.8653155464340687,
      "eval_distillation_f1_counterfactual": 0.352733121767057,
      "eval_distillation_f1_factual": 0.8531998683010464,
      "eval_groundtruth_accuracy_counterfactual": 0.47691123653155465,
      "eval_groundtruth_f1_counterfactual": 0.3544569665529119,
      "eval_groundtruth_f1_factual": 0.7055142150493701,
      "eval_icace_cosine": 0.46635791659355164,
      "eval_icace_l2": 0.7056604623794556,
      "eval_icace_normdiff": 0.4767073690891266,
      "eval_loss": 8.300187110900879,
      "eval_runtime": 13.1062,
      "eval_samples_per_second": 297.416,
      "eval_steps_per_second": 2.365,
      "step": 100
    },
    {
      "epoch": 0.21,
      "learning_rate": 4.8700173310225307e-05,
      "loss": 9.8902,
      "step": 120
    },
    {
      "epoch": 0.24,
      "learning_rate": 4.848353552859619e-05,
      "loss": 9.9859,
      "step": 140
    },
    {
      "epoch": 0.26,
      "eval_distillation_accuracy_counterfactual": 0.46587993842996406,
      "eval_distillation_accuracy_factual": 0.8286300667008722,
      "eval_distillation_f1_counterfactual": 0.3884433215928239,
      "eval_distillation_f1_factual": 0.8139544299165415,
      "eval_groundtruth_accuracy_counterfactual": 0.46151872755259105,
      "eval_groundtruth_f1_counterfactual": 0.3891775674468404,
      "eval_groundtruth_f1_factual": 0.6795376489414218,
      "eval_icace_cosine": 0.4685736894607544,
      "eval_icace_l2": 0.6997411251068115,
      "eval_icace_normdiff": 0.4409981966018677,
      "eval_loss": 8.554189682006836,
      "eval_runtime": 12.8948,
      "eval_samples_per_second": 302.293,
      "eval_steps_per_second": 2.404,
      "step": 150
    },
    {
      "epoch": 0.27,
      "learning_rate": 4.826689774696707e-05,
      "loss": 9.9401,
      "step": 160
    },
    {
      "epoch": 0.31,
      "learning_rate": 4.8050259965337955e-05,
      "loss": 9.8133,
      "step": 180
    },
    {
      "epoch": 0.34,
      "learning_rate": 4.7833622183708845e-05,
      "loss": 9.5608,
      "step": 200
    },
    {
      "epoch": 0.34,
      "eval_distillation_accuracy_counterfactual": 0.49589533093894306,
      "eval_distillation_accuracy_factual": 0.8476141611082606,
      "eval_distillation_f1_counterfactual": 0.41223146480687944,
      "eval_distillation_f1_factual": 0.839115183452182,
      "eval_groundtruth_accuracy_counterfactual": 0.4979476654694715,
      "eval_groundtruth_f1_counterfactual": 0.4149936071266812,
      "eval_groundtruth_f1_factual": 0.6763507473779132,
      "eval_icace_cosine": 0.461904913187027,
      "eval_icace_l2": 0.6693803668022156,
      "eval_icace_normdiff": 0.4146590232849121,
      "eval_loss": 8.107243537902832,
      "eval_runtime": 13.0158,
      "eval_samples_per_second": 299.481,
      "eval_steps_per_second": 2.382,
      "step": 200
    },
    {
      "epoch": 0.38,
      "learning_rate": 4.761698440207972e-05,
      "loss": 9.6041,
      "step": 220
    },
    {
      "epoch": 0.41,
      "learning_rate": 4.740034662045061e-05,
      "loss": 9.4542,
      "step": 240
    },
    {
      "epoch": 0.43,
      "eval_distillation_accuracy_counterfactual": 0.5123140071831709,
      "eval_distillation_accuracy_factual": 0.8365828630066701,
      "eval_distillation_f1_counterfactual": 0.41742508528245137,
      "eval_distillation_f1_factual": 0.8170598509732152,
      "eval_groundtruth_accuracy_counterfactual": 0.4923037455105182,
      "eval_groundtruth_f1_counterfactual": 0.39565449482548276,
      "eval_groundtruth_f1_factual": 0.695773274631551,
      "eval_icace_cosine": 0.4568592607975006,
      "eval_icace_l2": 0.6699839234352112,
      "eval_icace_normdiff": 0.4179259240627289,
      "eval_loss": 8.091322898864746,
      "eval_runtime": 13.0177,
      "eval_samples_per_second": 299.438,
      "eval_steps_per_second": 2.381,
      "step": 250
    },
    {
      "epoch": 0.45,
      "learning_rate": 4.7183708838821494e-05,
      "loss": 9.4606,
      "step": 260
    },
    {
      "epoch": 0.48,
      "learning_rate": 4.6967071057192376e-05,
      "loss": 9.4165,
      "step": 280
    },
    {
      "epoch": 0.51,
      "learning_rate": 4.675043327556326e-05,
      "loss": 9.3996,
      "step": 300
    },
    {
      "epoch": 0.51,
      "eval_distillation_accuracy_counterfactual": 0.5161621344279117,
      "eval_distillation_accuracy_factual": 0.8445356593124679,
      "eval_distillation_f1_counterfactual": 0.43140398163976057,
      "eval_distillation_f1_factual": 0.8243538167177713,
      "eval_groundtruth_accuracy_counterfactual": 0.5071831708568497,
      "eval_groundtruth_f1_counterfactual": 0.4211696295155843,
      "eval_groundtruth_f1_factual": 0.6804350127556201,
      "eval_icace_cosine": 0.4562739133834839,
      "eval_icace_l2": 0.671053409576416,
      "eval_icace_normdiff": 0.42435094714164734,
      "eval_loss": 7.912776470184326,
      "eval_runtime": 13.0458,
      "eval_samples_per_second": 298.794,
      "eval_steps_per_second": 2.376,
      "step": 300
    },
    {
      "epoch": 0.55,
      "learning_rate": 4.653379549393415e-05,
      "loss": 9.2297,
      "step": 320
    },
    {
      "epoch": 0.58,
      "learning_rate": 4.6317157712305025e-05,
      "loss": 9.2203,
      "step": 340
    },
    {
      "epoch": 0.6,
      "eval_distillation_accuracy_counterfactual": 0.5179579271421242,
      "eval_distillation_accuracy_factual": 0.8155464340687532,
      "eval_distillation_f1_counterfactual": 0.4682566845228989,
      "eval_distillation_f1_factual": 0.8006032026406558,
      "eval_groundtruth_accuracy_counterfactual": 0.5020523345305284,
      "eval_groundtruth_f1_counterfactual": 0.45492108472946924,
      "eval_groundtruth_f1_factual": 0.666677263616981,
      "eval_icace_cosine": 0.455741286277771,
      "eval_icace_l2": 0.6516066789627075,
      "eval_icace_normdiff": 0.4051017761230469,
      "eval_loss": 8.105178833007812,
      "eval_runtime": 12.9117,
      "eval_samples_per_second": 301.897,
      "eval_steps_per_second": 2.401,
      "step": 350
    },
    {
      "epoch": 0.62,
      "learning_rate": 4.6100519930675915e-05,
      "loss": 9.0931,
      "step": 360
    },
    {
      "epoch": 0.65,
      "learning_rate": 4.58838821490468e-05,
      "loss": 8.9297,
      "step": 380
    },
    {
      "epoch": 0.69,
      "learning_rate": 4.566724436741768e-05,
      "loss": 8.8054,
      "step": 400
    },
    {
      "epoch": 0.69,
      "eval_distillation_accuracy_counterfactual": 0.5053873781426372,
      "eval_distillation_accuracy_factual": 0.8222165212929707,
      "eval_distillation_f1_counterfactual": 0.38822036619209827,
      "eval_distillation_f1_factual": 0.8117129824518028,
      "eval_groundtruth_accuracy_counterfactual": 0.5010261672652643,
      "eval_groundtruth_f1_counterfactual": 0.38820947576310105,
      "eval_groundtruth_f1_factual": 0.6914330659012916,
      "eval_icace_cosine": 0.45915645360946655,
      "eval_icace_l2": 0.6688275933265686,
      "eval_icace_normdiff": 0.4207516312599182,
      "eval_loss": 8.215511322021484,
      "eval_runtime": 13.0382,
      "eval_samples_per_second": 298.967,
      "eval_steps_per_second": 2.378,
      "step": 400
    },
    {
      "epoch": 0.72,
      "learning_rate": 4.5450606585788563e-05,
      "loss": 9.0175,
      "step": 420
    },
    {
      "epoch": 0.75,
      "learning_rate": 4.5233968804159446e-05,
      "loss": 9.0479,
      "step": 440
    },
    {
      "epoch": 0.77,
      "eval_distillation_accuracy_counterfactual": 0.5161621344279117,
      "eval_distillation_accuracy_factual": 0.8322216521292971,
      "eval_distillation_f1_counterfactual": 0.43163093824456045,
      "eval_distillation_f1_factual": 0.8179434971552079,
      "eval_groundtruth_accuracy_counterfactual": 0.5164186762442278,
      "eval_groundtruth_f1_counterfactual": 0.43368043593910377,
      "eval_groundtruth_f1_factual": 0.7010946530829851,
      "eval_icace_cosine": 0.46967530250549316,
      "eval_icace_l2": 0.6567780375480652,
      "eval_icace_normdiff": 0.38229528069496155,
      "eval_loss": 8.273370742797852,
      "eval_runtime": 12.9013,
      "eval_samples_per_second": 302.139,
      "eval_steps_per_second": 2.403,
      "step": 450
    },
    {
      "epoch": 0.79,
      "learning_rate": 4.501733102253033e-05,
      "loss": 8.6738,
      "step": 460
    },
    {
      "epoch": 0.82,
      "learning_rate": 4.480069324090121e-05,
      "loss": 8.8553,
      "step": 480
    },
    {
      "epoch": 0.86,
      "learning_rate": 4.45840554592721e-05,
      "loss": 8.7079,
      "step": 500
    },
    {
      "epoch": 0.86,
      "eval_distillation_accuracy_counterfactual": 0.5023088763468445,
      "eval_distillation_accuracy_factual": 0.8260646485377117,
      "eval_distillation_f1_counterfactual": 0.39076709834402334,
      "eval_distillation_f1_factual": 0.8131187804629831,
      "eval_groundtruth_accuracy_counterfactual": 0.4974345818368394,
      "eval_groundtruth_f1_counterfactual": 0.38463954865815575,
      "eval_groundtruth_f1_factual": 0.7000450508607393,
      "eval_icace_cosine": 0.474086195230484,
      "eval_icace_l2": 0.6828737258911133,
      "eval_icace_normdiff": 0.40336331725120544,
      "eval_loss": 8.616800308227539,
      "eval_runtime": 13.0775,
      "eval_samples_per_second": 298.07,
      "eval_steps_per_second": 2.37,
      "step": 500
    },
    {
      "epoch": 0.89,
      "learning_rate": 4.436741767764298e-05,
      "loss": 8.795,
      "step": 520
    },
    {
      "epoch": 0.93,
      "learning_rate": 4.415077989601387e-05,
      "loss": 8.8781,
      "step": 540
    },
    {
      "epoch": 0.94,
      "eval_distillation_accuracy_counterfactual": 0.5330938943047717,
      "eval_distillation_accuracy_factual": 0.8201641867624423,
      "eval_distillation_f1_counterfactual": 0.4628830838776178,
      "eval_distillation_f1_factual": 0.8086604463285127,
      "eval_groundtruth_accuracy_counterfactual": 0.5389943560800411,
      "eval_groundtruth_f1_counterfactual": 0.47066366125954884,
      "eval_groundtruth_f1_factual": 0.7039950616687438,
      "eval_icace_cosine": 0.4582160413265228,
      "eval_icace_l2": 0.6311160326004028,
      "eval_icace_normdiff": 0.3835700452327728,
      "eval_loss": 7.966909408569336,
      "eval_runtime": 12.9904,
      "eval_samples_per_second": 300.068,
      "eval_steps_per_second": 2.386,
      "step": 550
    },
    {
      "epoch": 0.96,
      "learning_rate": 4.393414211438475e-05,
      "loss": 8.8926,
      "step": 560
    },
    {
      "epoch": 0.99,
      "learning_rate": 4.371750433275563e-05,
      "loss": 8.704,
      "step": 580
    },
    {
      "epoch": 1.03,
      "learning_rate": 4.3500866551126516e-05,
      "loss": 8.5031,
      "step": 600
    },
    {
      "epoch": 1.03,
      "eval_distillation_accuracy_counterfactual": 0.513083632632119,
      "eval_distillation_accuracy_factual": 0.822986146741919,
      "eval_distillation_f1_counterfactual": 0.44551358939731,
      "eval_distillation_f1_factual": 0.8106574040803418,
      "eval_groundtruth_accuracy_counterfactual": 0.5100051308363264,
      "eval_groundtruth_f1_counterfactual": 0.44647837744933117,
      "eval_groundtruth_f1_factual": 0.7133952359814255,
      "eval_icace_cosine": 0.46173933148384094,
      "eval_icace_l2": 0.6598149538040161,
      "eval_icace_normdiff": 0.4006192982196808,
      "eval_loss": 8.42484188079834,
      "eval_runtime": 12.9066,
      "eval_samples_per_second": 302.016,
      "eval_steps_per_second": 2.402,
      "step": 600
    },
    {
      "epoch": 1.06,
      "learning_rate": 4.3284228769497406e-05,
      "loss": 8.3235,
      "step": 620
    },
    {
      "epoch": 1.1,
      "learning_rate": 4.306759098786828e-05,
      "loss": 8.3831,
      "step": 640
    },
    {
      "epoch": 1.11,
      "eval_distillation_accuracy_counterfactual": 0.5289892252437147,
      "eval_distillation_accuracy_factual": 0.8260646485377117,
      "eval_distillation_f1_counterfactual": 0.47012361221009824,
      "eval_distillation_f1_factual": 0.8064982655163991,
      "eval_groundtruth_accuracy_counterfactual": 0.5302719343252951,
      "eval_groundtruth_f1_counterfactual": 0.47179239129259665,
      "eval_groundtruth_f1_factual": 0.6996350113744447,
      "eval_icace_cosine": 0.4589817523956299,
      "eval_icace_l2": 0.6445746421813965,
      "eval_icace_normdiff": 0.39702358841896057,
      "eval_loss": 8.185053825378418,
      "eval_runtime": 12.9149,
      "eval_samples_per_second": 301.822,
      "eval_steps_per_second": 2.4,
      "step": 650
    },
    {
      "epoch": 1.13,
      "learning_rate": 4.285095320623917e-05,
      "loss": 8.5789,
      "step": 660
    },
    {
      "epoch": 1.17,
      "learning_rate": 4.2634315424610055e-05,
      "loss": 8.4277,
      "step": 680
    },
    {
      "epoch": 1.2,
      "learning_rate": 4.241767764298094e-05,
      "loss": 8.4591,
      "step": 700
    },
    {
      "epoch": 1.2,
      "eval_distillation_accuracy_counterfactual": 0.5071831708568497,
      "eval_distillation_accuracy_factual": 0.8291431503335044,
      "eval_distillation_f1_counterfactual": 0.4229278158258259,
      "eval_distillation_f1_factual": 0.8158920555245694,
      "eval_groundtruth_accuracy_counterfactual": 0.5094920472036942,
      "eval_groundtruth_f1_counterfactual": 0.42468748967332876,
      "eval_groundtruth_f1_factual": 0.7058832006651468,
      "eval_icace_cosine": 0.46126317977905273,
      "eval_icace_l2": 0.6510809659957886,
      "eval_icace_normdiff": 0.39125320315361023,
      "eval_loss": 8.368897438049316,
      "eval_runtime": 12.9121,
      "eval_samples_per_second": 301.886,
      "eval_steps_per_second": 2.401,
      "step": 700
    },
    {
      "epoch": 1.23,
      "learning_rate": 4.220103986135182e-05,
      "loss": 8.4671,
      "step": 720
    },
    {
      "epoch": 1.27,
      "learning_rate": 4.198440207972271e-05,
      "loss": 8.4019,
      "step": 740
    },
    {
      "epoch": 1.29,
      "eval_distillation_accuracy_counterfactual": 0.49281682914315034,
      "eval_distillation_accuracy_factual": 0.827860441251924,
      "eval_distillation_f1_counterfactual": 0.41244951531506935,
      "eval_distillation_f1_factual": 0.8170673706163509,
      "eval_groundtruth_accuracy_counterfactual": 0.4856336582863007,
      "eval_groundtruth_f1_counterfactual": 0.4077764907535967,
      "eval_groundtruth_f1_factual": 0.7051511278749412,
      "eval_icace_cosine": 0.4673001766204834,
      "eval_icace_l2": 0.6646483540534973,
      "eval_icace_normdiff": 0.3972298800945282,
      "eval_loss": 8.459917068481445,
      "eval_runtime": 12.9198,
      "eval_samples_per_second": 301.708,
      "eval_steps_per_second": 2.399,
      "step": 750
    },
    {
      "epoch": 1.3,
      "learning_rate": 4.1767764298093586e-05,
      "loss": 8.5387,
      "step": 760
    },
    {
      "epoch": 1.34,
      "learning_rate": 4.1551126516464476e-05,
      "loss": 8.4688,
      "step": 780
    },
    {
      "epoch": 1.37,
      "learning_rate": 4.133448873483536e-05,
      "loss": 8.5516,
      "step": 800
    },
    {
      "epoch": 1.37,
      "eval_distillation_accuracy_counterfactual": 0.5184710107747563,
      "eval_distillation_accuracy_factual": 0.822986146741919,
      "eval_distillation_f1_counterfactual": 0.4457687437030219,
      "eval_distillation_f1_factual": 0.8022682230012104,
      "eval_groundtruth_accuracy_counterfactual": 0.5159055926115957,
      "eval_groundtruth_f1_counterfactual": 0.4464137100072511,
      "eval_groundtruth_f1_factual": 0.6935766782924615,
      "eval_icace_cosine": 0.45302730798721313,
      "eval_icace_l2": 0.6743680238723755,
      "eval_icace_normdiff": 0.42486244440078735,
      "eval_loss": 8.359912872314453,
      "eval_runtime": 12.9096,
      "eval_samples_per_second": 301.945,
      "eval_steps_per_second": 2.401,
      "step": 800
    },
    {
      "epoch": 1.41,
      "learning_rate": 4.111785095320624e-05,
      "loss": 8.4687,
      "step": 820
    },
    {
      "epoch": 1.44,
      "learning_rate": 4.0901213171577124e-05,
      "loss": 8.3884,
      "step": 840
    },
    {
      "epoch": 1.46,
      "eval_distillation_accuracy_counterfactual": 0.530015392508979,
      "eval_distillation_accuracy_factual": 0.8209338122113905,
      "eval_distillation_f1_counterfactual": 0.44736802933677255,
      "eval_distillation_f1_factual": 0.8048461947798791,
      "eval_groundtruth_accuracy_counterfactual": 0.5323242688558235,
      "eval_groundtruth_f1_counterfactual": 0.45097140064821445,
      "eval_groundtruth_f1_factual": 0.7159403464102823,
      "eval_icace_cosine": 0.4506547152996063,
      "eval_icace_l2": 0.6407148241996765,
      "eval_icace_normdiff": 0.395082026720047,
      "eval_loss": 8.082590103149414,
      "eval_runtime": 12.9483,
      "eval_samples_per_second": 301.044,
      "eval_steps_per_second": 2.394,
      "step": 850
    },
    {
      "epoch": 1.48,
      "learning_rate": 4.068457538994801e-05,
      "loss": 8.4295,
      "step": 860
    },
    {
      "epoch": 1.51,
      "learning_rate": 4.04679376083189e-05,
      "loss": 8.3828,
      "step": 880
    },
    {
      "epoch": 1.54,
      "learning_rate": 4.025129982668977e-05,
      "loss": 8.4004,
      "step": 900
    },
    {
      "epoch": 1.54,
      "eval_distillation_accuracy_counterfactual": 0.5220625962031811,
      "eval_distillation_accuracy_factual": 0.8083632632119035,
      "eval_distillation_f1_counterfactual": 0.44838757222370995,
      "eval_distillation_f1_factual": 0.7919448574347471,
      "eval_groundtruth_accuracy_counterfactual": 0.5243714725500257,
      "eval_groundtruth_f1_counterfactual": 0.44872773811316585,
      "eval_groundtruth_f1_factual": 0.7046094122055937,
      "eval_icace_cosine": 0.4570869207382202,
      "eval_icace_l2": 0.6522126197814941,
      "eval_icace_normdiff": 0.406441867351532,
      "eval_loss": 8.266593933105469,
      "eval_runtime": 12.9504,
      "eval_samples_per_second": 300.995,
      "eval_steps_per_second": 2.394,
      "step": 900
    },
    {
      "epoch": 1.58,
      "learning_rate": 4.003466204506066e-05,
      "loss": 8.335,
      "step": 920
    },
    {
      "epoch": 1.61,
      "learning_rate": 3.9818024263431546e-05,
      "loss": 8.3741,
      "step": 940
    },
    {
      "epoch": 1.63,
      "eval_distillation_accuracy_counterfactual": 0.5312981015905592,
      "eval_distillation_accuracy_factual": 0.8055413032324269,
      "eval_distillation_f1_counterfactual": 0.4617410563594155,
      "eval_distillation_f1_factual": 0.7931325749560401,
      "eval_groundtruth_accuracy_counterfactual": 0.5194971780400205,
      "eval_groundtruth_f1_counterfactual": 0.4513515695315669,
      "eval_groundtruth_f1_factual": 0.7019030914005773,
      "eval_icace_cosine": 0.45170876383781433,
      "eval_icace_l2": 0.6569298505783081,
      "eval_icace_normdiff": 0.41902977228164673,
      "eval_loss": 8.250597953796387,
      "eval_runtime": 12.89,
      "eval_samples_per_second": 302.405,
      "eval_steps_per_second": 2.405,
      "step": 950
    },
    {
      "epoch": 1.65,
      "learning_rate": 3.960138648180243e-05,
      "loss": 8.4944,
      "step": 960
    },
    {
      "epoch": 1.68,
      "learning_rate": 3.938474870017331e-05,
      "loss": 8.4011,
      "step": 980
    },
    {
      "epoch": 1.72,
      "learning_rate": 3.91681109185442e-05,
      "loss": 8.4287,
      "step": 1000
    },
    {
      "epoch": 1.72,
      "eval_distillation_accuracy_counterfactual": 0.5371985633658286,
      "eval_distillation_accuracy_factual": 0.7909184197024115,
      "eval_distillation_f1_counterfactual": 0.46983763588777594,
      "eval_distillation_f1_factual": 0.7799708268449532,
      "eval_groundtruth_accuracy_counterfactual": 0.5318111852231914,
      "eval_groundtruth_f1_counterfactual": 0.4659493577740304,
      "eval_groundtruth_f1_factual": 0.681861236036038,
      "eval_icace_cosine": 0.4572613537311554,
      "eval_icace_l2": 0.6384456753730774,
      "eval_icace_normdiff": 0.3894091844558716,
      "eval_loss": 8.310347557067871,
      "eval_runtime": 12.9611,
      "eval_samples_per_second": 300.747,
      "eval_steps_per_second": 2.392,
      "step": 1000
    },
    {
      "epoch": 1.75,
      "learning_rate": 3.895147313691508e-05,
      "loss": 8.2598,
      "step": 1020
    },
    {
      "epoch": 1.78,
      "learning_rate": 3.873483535528597e-05,
      "loss": 8.2625,
      "step": 1040
    },
    {
      "epoch": 1.8,
      "eval_distillation_accuracy_counterfactual": 0.5397639815289892,
      "eval_distillation_accuracy_factual": 0.7875833760903027,
      "eval_distillation_f1_counterfactual": 0.4799542696533782,
      "eval_distillation_f1_factual": 0.7726528869168954,
      "eval_groundtruth_accuracy_counterfactual": 0.5369420215495125,
      "eval_groundtruth_f1_counterfactual": 0.4771898703044782,
      "eval_groundtruth_f1_factual": 0.7023731499922957,
      "eval_icace_cosine": 0.45770639181137085,
      "eval_icace_l2": 0.6276518702507019,
      "eval_icace_normdiff": 0.3755152225494385,
      "eval_loss": 8.230777740478516,
      "eval_runtime": 12.9942,
      "eval_samples_per_second": 299.981,
      "eval_steps_per_second": 2.386,
      "step": 1050
    },
    {
      "epoch": 1.82,
      "learning_rate": 3.851819757365685e-05,
      "loss": 8.0979,
      "step": 1060
    },
    {
      "epoch": 1.85,
      "learning_rate": 3.830155979202773e-05,
      "loss": 8.2971,
      "step": 1080
    },
    {
      "epoch": 1.89,
      "learning_rate": 3.8084922010398616e-05,
      "loss": 8.343,
      "step": 1100
    },
    {
      "epoch": 1.89,
      "eval_distillation_accuracy_counterfactual": 0.5415597742432017,
      "eval_distillation_accuracy_factual": 0.806054386865059,
      "eval_distillation_f1_counterfactual": 0.4594314006577007,
      "eval_distillation_f1_factual": 0.7921003157959313,
      "eval_groundtruth_accuracy_counterfactual": 0.5400205233453053,
      "eval_groundtruth_f1_counterfactual": 0.45903598954343383,
      "eval_groundtruth_f1_factual": 0.6999320297801038,
      "eval_icace_cosine": 0.45384570956230164,
      "eval_icace_l2": 0.6284541487693787,
      "eval_icace_normdiff": 0.3843493163585663,
      "eval_loss": 8.147943496704102,
      "eval_runtime": 13.1714,
      "eval_samples_per_second": 295.944,
      "eval_steps_per_second": 2.354,
      "step": 1100
    },
    {
      "epoch": 1.92,
      "learning_rate": 3.78682842287695e-05,
      "loss": 8.4675,
      "step": 1120
    },
    {
      "epoch": 1.96,
      "learning_rate": 3.765164644714038e-05,
      "loss": 8.3651,
      "step": 1140
    },
    {
      "epoch": 1.97,
      "eval_distillation_accuracy_counterfactual": 0.5330938943047717,
      "eval_distillation_accuracy_factual": 0.8273473576192919,
      "eval_distillation_f1_counterfactual": 0.4438315486422179,
      "eval_distillation_f1_factual": 0.8114092211560717,
      "eval_groundtruth_accuracy_counterfactual": 0.5282195997947665,
      "eval_groundtruth_f1_counterfactual": 0.43912524130185177,
      "eval_groundtruth_f1_factual": 0.696958037051927,
      "eval_icace_cosine": 0.45857784152030945,
      "eval_icace_l2": 0.6330906748771667,
      "eval_icace_normdiff": 0.3742936849594116,
      "eval_loss": 8.261628150939941,
      "eval_runtime": 12.8921,
      "eval_samples_per_second": 302.355,
      "eval_steps_per_second": 2.405,
      "step": 1150
    },
    {
      "epoch": 1.99,
      "learning_rate": 3.7435008665511264e-05,
      "loss": 8.3106,
      "step": 1160
    },
    {
      "epoch": 2.02,
      "learning_rate": 3.7218370883882154e-05,
      "loss": 8.1733,
      "step": 1180
    },
    {
      "epoch": 2.06,
      "learning_rate": 3.700173310225303e-05,
      "loss": 8.1566,
      "step": 1200
    },
    {
      "epoch": 2.06,
      "eval_distillation_accuracy_counterfactual": 0.521806054386865,
      "eval_distillation_accuracy_factual": 0.8083632632119035,
      "eval_distillation_f1_counterfactual": 0.4568626686367353,
      "eval_distillation_f1_factual": 0.793454263258986,
      "eval_groundtruth_accuracy_counterfactual": 0.5210364289379169,
      "eval_groundtruth_f1_counterfactual": 0.4589985732848542,
      "eval_groundtruth_f1_factual": 0.6909411446988759,
      "eval_icace_cosine": 0.4588005244731903,
      "eval_icace_l2": 0.6523511409759521,
      "eval_icace_normdiff": 0.40103352069854736,
      "eval_loss": 8.481898307800293,
      "eval_runtime": 12.9624,
      "eval_samples_per_second": 300.717,
      "eval_steps_per_second": 2.392,
      "step": 1200
    },
    {
      "epoch": 2.09,
      "learning_rate": 3.678509532062392e-05,
      "loss": 8.0229,
      "step": 1220
    },
    {
      "epoch": 2.13,
      "learning_rate": 3.65684575389948e-05,
      "loss": 8.3726,
      "step": 1240
    },
    {
      "epoch": 2.14,
      "eval_distillation_accuracy_counterfactual": 0.5246280143663418,
      "eval_distillation_accuracy_factual": 0.8040020523345305,
      "eval_distillation_f1_counterfactual": 0.4638517088409774,
      "eval_distillation_f1_factual": 0.7892649860700691,
      "eval_groundtruth_accuracy_counterfactual": 0.5166752180605438,
      "eval_groundtruth_f1_counterfactual": 0.4574432564220393,
      "eval_groundtruth_f1_factual": 0.7129214655450473,
      "eval_icace_cosine": 0.45950308442115784,
      "eval_icace_l2": 0.6577529311180115,
      "eval_icace_normdiff": 0.4075782299041748,
      "eval_loss": 8.51949691772461,
      "eval_runtime": 12.9172,
      "eval_samples_per_second": 301.769,
      "eval_steps_per_second": 2.4,
      "step": 1250
    },
    {
      "epoch": 2.16,
      "learning_rate": 3.6351819757365686e-05,
      "loss": 8.2033,
      "step": 1260
    },
    {
      "epoch": 2.2,
      "learning_rate": 3.613518197573657e-05,
      "loss": 8.2507,
      "step": 1280
    },
    {
      "epoch": 2.23,
      "learning_rate": 3.591854419410746e-05,
      "loss": 8.0753,
      "step": 1300
    },
    {
      "epoch": 2.23,
      "eval_distillation_accuracy_counterfactual": 0.5397639815289892,
      "eval_distillation_accuracy_factual": 0.8165726013340174,
      "eval_distillation_f1_counterfactual": 0.47682727590749313,
      "eval_distillation_f1_factual": 0.7967308018931318,
      "eval_groundtruth_accuracy_counterfactual": 0.5325808106721396,
      "eval_groundtruth_f1_counterfactual": 0.47018455613210597,
      "eval_groundtruth_f1_factual": 0.7043239542576792,
      "eval_icace_cosine": 0.4495893120765686,
      "eval_icace_l2": 0.6213250160217285,
      "eval_icace_normdiff": 0.37207138538360596,
      "eval_loss": 8.11995792388916,
      "eval_runtime": 13.9585,
      "eval_samples_per_second": 279.256,
      "eval_steps_per_second": 2.221,
      "step": 1300
    },
    {
      "epoch": 2.26,
      "learning_rate": 3.5701906412478334e-05,
      "loss": 8.2577,
      "step": 1320
    },
    {
      "epoch": 2.3,
      "learning_rate": 3.5485268630849224e-05,
      "loss": 8.3416,
      "step": 1340
    },
    {
      "epoch": 2.32,
      "eval_distillation_accuracy_counterfactual": 0.5246280143663418,
      "eval_distillation_accuracy_factual": 0.8183683940482298,
      "eval_distillation_f1_counterfactual": 0.4426092418935421,
      "eval_distillation_f1_factual": 0.8016386570803451,
      "eval_groundtruth_accuracy_counterfactual": 0.5066700872242176,
      "eval_groundtruth_f1_counterfactual": 0.43023988421850207,
      "eval_groundtruth_f1_factual": 0.7132188999952972,
      "eval_icace_cosine": 0.45355769991874695,
      "eval_icace_l2": 0.6458914279937744,
      "eval_icace_normdiff": 0.3992498517036438,
      "eval_loss": 8.449216842651367,
      "eval_runtime": 12.8687,
      "eval_samples_per_second": 302.906,
      "eval_steps_per_second": 2.409,
      "step": 1350
    },
    {
      "epoch": 2.33,
      "learning_rate": 3.526863084922011e-05,
      "loss": 8.2811,
      "step": 1360
    },
    {
      "epoch": 2.37,
      "learning_rate": 3.505199306759099e-05,
      "loss": 8.192,
      "step": 1380
    },
    {
      "epoch": 2.4,
      "learning_rate": 3.483535528596187e-05,
      "loss": 8.1159,
      "step": 1400
    },
    {
      "epoch": 2.4,
      "eval_distillation_accuracy_counterfactual": 0.5348896870189841,
      "eval_distillation_accuracy_factual": 0.8070805541303232,
      "eval_distillation_f1_counterfactual": 0.4442360778869393,
      "eval_distillation_f1_factual": 0.793089455272879,
      "eval_groundtruth_accuracy_counterfactual": 0.5389943560800411,
      "eval_groundtruth_f1_counterfactual": 0.45311551419493207,
      "eval_groundtruth_f1_factual": 0.713127845360182,
      "eval_icace_cosine": 0.45396122336387634,
      "eval_icace_l2": 0.6456016302108765,
      "eval_icace_normdiff": 0.397720605134964,
      "eval_loss": 8.26937198638916,
      "eval_runtime": 13.0046,
      "eval_samples_per_second": 299.74,
      "eval_steps_per_second": 2.384,
      "step": 1400
    },
    {
      "epoch": 2.44,
      "learning_rate": 3.461871750433276e-05,
      "loss": 8.1856,
      "step": 1420
    },
    {
      "epoch": 2.47,
      "learning_rate": 3.440207972270364e-05,
      "loss": 8.2343,
      "step": 1440
    },
    {
      "epoch": 2.49,
      "eval_distillation_accuracy_counterfactual": 0.5105182144689584,
      "eval_distillation_accuracy_factual": 0.8150333504361211,
      "eval_distillation_f1_counterfactual": 0.46519275113167036,
      "eval_distillation_f1_factual": 0.7986983661724563,
      "eval_groundtruth_accuracy_counterfactual": 0.5051308363263212,
      "eval_groundtruth_f1_counterfactual": 0.4604440377605913,
      "eval_groundtruth_f1_factual": 0.6976730796070983,
      "eval_icace_cosine": 0.44814541935920715,
      "eval_icace_l2": 0.6517916917800903,
      "eval_icace_normdiff": 0.4058307409286499,
      "eval_loss": 8.407746315002441,
      "eval_runtime": 12.9229,
      "eval_samples_per_second": 301.635,
      "eval_steps_per_second": 2.399,
      "step": 1450
    }
  ],
  "max_steps": 4616,
  "num_train_epochs": 8,
  "total_flos": 1.2202103856768e+16,
  "trial_name": null,
  "trial_params": null
}