File size: 30,715 Bytes
39c3e54
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 625,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0,
      "learning_rate": 7.936507936507937e-08,
      "logits/chosen": 0.3974232077598572,
      "logits/rejected": 0.3553540110588074,
      "logps/chosen": -777.8718872070312,
      "logps/rejected": -1263.3857421875,
      "loss": 0.5,
      "rewards/accuracies": 0.0,
      "rewards/chosen": 0.0,
      "rewards/margins": 0.0,
      "rewards/rejected": 0.0,
      "step": 1
    },
    {
      "epoch": 0.02,
      "learning_rate": 7.936507936507937e-07,
      "logits/chosen": 0.2189813256263733,
      "logits/rejected": 0.11798671633005142,
      "logps/chosen": -1287.5775146484375,
      "logps/rejected": -2137.94189453125,
      "loss": 0.4998,
      "rewards/accuracies": 0.4236111044883728,
      "rewards/chosen": 0.001081566559150815,
      "rewards/margins": 0.002832952421158552,
      "rewards/rejected": -0.0017513858620077372,
      "step": 10
    },
    {
      "epoch": 0.03,
      "learning_rate": 1.5873015873015873e-06,
      "logits/chosen": 0.254694402217865,
      "logits/rejected": 0.17226830124855042,
      "logps/chosen": -1060.751708984375,
      "logps/rejected": -1972.5423583984375,
      "loss": 0.4987,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.01862182281911373,
      "rewards/margins": 0.011560038663446903,
      "rewards/rejected": -0.03018186055123806,
      "step": 20
    },
    {
      "epoch": 0.05,
      "learning_rate": 2.380952380952381e-06,
      "logits/chosen": 0.24693536758422852,
      "logits/rejected": 0.14691275358200073,
      "logps/chosen": -1164.8314208984375,
      "logps/rejected": -2265.688232421875,
      "loss": 0.4942,
      "rewards/accuracies": 0.5375000238418579,
      "rewards/chosen": -0.06745004653930664,
      "rewards/margins": 0.06839548051357269,
      "rewards/rejected": -0.13584552705287933,
      "step": 30
    },
    {
      "epoch": 0.06,
      "learning_rate": 3.1746031746031746e-06,
      "logits/chosen": 0.2351571023464203,
      "logits/rejected": 0.08826713263988495,
      "logps/chosen": -1165.0933837890625,
      "logps/rejected": -2538.54443359375,
      "loss": 0.4882,
      "rewards/accuracies": 0.5249999761581421,
      "rewards/chosen": -0.18789814412593842,
      "rewards/margins": 0.15809166431427002,
      "rewards/rejected": -0.34598982334136963,
      "step": 40
    },
    {
      "epoch": 0.08,
      "learning_rate": 3.968253968253968e-06,
      "logits/chosen": 0.21212966740131378,
      "logits/rejected": 0.055394046008586884,
      "logps/chosen": -1518.728271484375,
      "logps/rejected": -2687.27783203125,
      "loss": 0.4803,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": -0.5128198862075806,
      "rewards/margins": 0.28584352135658264,
      "rewards/rejected": -0.7986633777618408,
      "step": 50
    },
    {
      "epoch": 0.1,
      "learning_rate": 4.761904761904762e-06,
      "logits/chosen": 0.14459244906902313,
      "logits/rejected": 0.03840586543083191,
      "logps/chosen": -2544.2294921875,
      "logps/rejected": -3382.06640625,
      "loss": 0.4881,
      "rewards/accuracies": 0.5,
      "rewards/chosen": -1.1230318546295166,
      "rewards/margins": 0.08744711428880692,
      "rewards/rejected": -1.2104789018630981,
      "step": 60
    },
    {
      "epoch": 0.11,
      "learning_rate": 4.998086282661188e-06,
      "logits/chosen": 0.03217538818717003,
      "logits/rejected": -0.029030317440629005,
      "logps/chosen": -2578.112060546875,
      "logps/rejected": -3333.111328125,
      "loss": 0.4889,
      "rewards/accuracies": 0.48124998807907104,
      "rewards/chosen": -1.2647404670715332,
      "rewards/margins": 0.06161295250058174,
      "rewards/rejected": -1.3263534307479858,
      "step": 70
    },
    {
      "epoch": 0.13,
      "learning_rate": 4.988720025682995e-06,
      "logits/chosen": 0.1540413349866867,
      "logits/rejected": 0.00599607964977622,
      "logps/chosen": -2171.90966796875,
      "logps/rejected": -3310.91259765625,
      "loss": 0.4818,
      "rewards/accuracies": 0.53125,
      "rewards/chosen": -1.0253573656082153,
      "rewards/margins": 0.32645487785339355,
      "rewards/rejected": -1.3518123626708984,
      "step": 80
    },
    {
      "epoch": 0.14,
      "learning_rate": 4.9715789537359126e-06,
      "logits/chosen": 0.18023057281970978,
      "logits/rejected": -0.0267815999686718,
      "logps/chosen": -2072.573974609375,
      "logps/rejected": -3439.62744140625,
      "loss": 0.477,
      "rewards/accuracies": 0.5687500238418579,
      "rewards/chosen": -0.79749995470047,
      "rewards/margins": 0.3549983501434326,
      "rewards/rejected": -1.152498483657837,
      "step": 90
    },
    {
      "epoch": 0.16,
      "learning_rate": 4.946716615897932e-06,
      "logits/chosen": 0.27958863973617554,
      "logits/rejected": 0.08261282742023468,
      "logps/chosen": -1780.5172119140625,
      "logps/rejected": -2961.440185546875,
      "loss": 0.4749,
      "rewards/accuracies": 0.518750011920929,
      "rewards/chosen": -0.6027330160140991,
      "rewards/margins": 0.38158130645751953,
      "rewards/rejected": -0.9843141436576843,
      "step": 100
    },
    {
      "epoch": 0.18,
      "learning_rate": 4.9142106826480114e-06,
      "logits/chosen": 0.139088436961174,
      "logits/rejected": 0.03682307153940201,
      "logps/chosen": -2555.55810546875,
      "logps/rejected": -3190.896240234375,
      "loss": 0.4867,
      "rewards/accuracies": 0.44999998807907104,
      "rewards/chosen": -0.9442774653434753,
      "rewards/margins": 0.06666886806488037,
      "rewards/rejected": -1.0109463930130005,
      "step": 110
    },
    {
      "epoch": 0.19,
      "learning_rate": 4.874162703221823e-06,
      "logits/chosen": 0.1611190289258957,
      "logits/rejected": -0.012361553497612476,
      "logps/chosen": -2050.61865234375,
      "logps/rejected": -3838.018798828125,
      "loss": 0.4732,
      "rewards/accuracies": 0.59375,
      "rewards/chosen": -0.9395005106925964,
      "rewards/margins": 0.6280331015586853,
      "rewards/rejected": -1.5675336122512817,
      "step": 120
    },
    {
      "epoch": 0.21,
      "learning_rate": 4.826697788369752e-06,
      "logits/chosen": 0.09378266334533691,
      "logits/rejected": -0.05030001327395439,
      "logps/chosen": -2598.26953125,
      "logps/rejected": -3382.542236328125,
      "loss": 0.479,
      "rewards/accuracies": 0.512499988079071,
      "rewards/chosen": -1.1976029872894287,
      "rewards/margins": 0.14105060696601868,
      "rewards/rejected": -1.338653564453125,
      "step": 130
    },
    {
      "epoch": 0.22,
      "learning_rate": 4.7719642195082224e-06,
      "logits/chosen": 0.14611801505088806,
      "logits/rejected": 0.03608284890651703,
      "logps/chosen": -1731.415771484375,
      "logps/rejected": -2871.3349609375,
      "loss": 0.4783,
      "rewards/accuracies": 0.5062500238418579,
      "rewards/chosen": -0.7977763414382935,
      "rewards/margins": 0.4263841211795807,
      "rewards/rejected": -1.2241604328155518,
      "step": 140
    },
    {
      "epoch": 0.24,
      "learning_rate": 4.710132985485355e-06,
      "logits/chosen": 0.1052960604429245,
      "logits/rejected": -0.002506089163944125,
      "logps/chosen": -1893.218505859375,
      "logps/rejected": -2854.30859375,
      "loss": 0.4777,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.6661534905433655,
      "rewards/margins": 0.35293903946876526,
      "rewards/rejected": -1.0190925598144531,
      "step": 150
    },
    {
      "epoch": 0.26,
      "learning_rate": 4.641397248408122e-06,
      "logits/chosen": 0.017198827117681503,
      "logits/rejected": -0.11535916477441788,
      "logps/chosen": -2269.91650390625,
      "logps/rejected": -3919.4375,
      "loss": 0.4746,
      "rewards/accuracies": 0.5062500238418579,
      "rewards/chosen": -0.9236265420913696,
      "rewards/margins": 0.3831055164337158,
      "rewards/rejected": -1.306731939315796,
      "step": 160
    },
    {
      "epoch": 0.27,
      "learning_rate": 4.5659717401997655e-06,
      "logits/chosen": 0.01966998353600502,
      "logits/rejected": -0.08529923856258392,
      "logps/chosen": -2126.437255859375,
      "logps/rejected": -3403.6328125,
      "loss": 0.4795,
      "rewards/accuracies": 0.543749988079071,
      "rewards/chosen": -1.0373507738113403,
      "rewards/margins": 0.41469430923461914,
      "rewards/rejected": -1.452045202255249,
      "step": 170
    },
    {
      "epoch": 0.29,
      "learning_rate": 4.4840920917726425e-06,
      "logits/chosen": 0.05112285539507866,
      "logits/rejected": -0.052227288484573364,
      "logps/chosen": -2470.00537109375,
      "logps/rejected": -3359.12109375,
      "loss": 0.4825,
      "rewards/accuracies": 0.550000011920929,
      "rewards/chosen": -1.1501070261001587,
      "rewards/margins": 0.24429550766944885,
      "rewards/rejected": -1.3944026231765747,
      "step": 180
    },
    {
      "epoch": 0.3,
      "learning_rate": 4.396014096912182e-06,
      "logits/chosen": 0.04223916679620743,
      "logits/rejected": -0.13196751475334167,
      "logps/chosen": -2119.87841796875,
      "logps/rejected": -3257.087158203125,
      "loss": 0.4842,
      "rewards/accuracies": 0.4937500059604645,
      "rewards/chosen": -1.0418171882629395,
      "rewards/margins": 0.2414085417985916,
      "rewards/rejected": -1.2832257747650146,
      "step": 190
    },
    {
      "epoch": 0.32,
      "learning_rate": 4.302012913171584e-06,
      "logits/chosen": 0.01791330613195896,
      "logits/rejected": -0.14596834778785706,
      "logps/chosen": -2362.22314453125,
      "logps/rejected": -3574.25927734375,
      "loss": 0.4675,
      "rewards/accuracies": 0.6000000238418579,
      "rewards/chosen": -1.061951994895935,
      "rewards/margins": 0.25661829113960266,
      "rewards/rejected": -1.3185702562332153,
      "step": 200
    },
    {
      "epoch": 0.34,
      "learning_rate": 4.202382202273702e-06,
      "logits/chosen": 0.012257062830030918,
      "logits/rejected": -0.15737880766391754,
      "logps/chosen": -2264.546630859375,
      "logps/rejected": -4172.1708984375,
      "loss": 0.4655,
      "rewards/accuracies": 0.637499988079071,
      "rewards/chosen": -1.0106382369995117,
      "rewards/margins": 0.853549599647522,
      "rewards/rejected": -1.8641879558563232,
      "step": 210
    },
    {
      "epoch": 0.35,
      "learning_rate": 4.097433212705492e-06,
      "logits/chosen": -0.0625365823507309,
      "logits/rejected": -0.27418404817581177,
      "logps/chosen": -2211.255615234375,
      "logps/rejected": -4339.79638671875,
      "loss": 0.4675,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": -1.0741349458694458,
      "rewards/margins": 0.7618507742881775,
      "rewards/rejected": -1.835985779762268,
      "step": 220
    },
    {
      "epoch": 0.37,
      "learning_rate": 3.987493807371033e-06,
      "logits/chosen": 0.07172416150569916,
      "logits/rejected": 0.0005642950418405235,
      "logps/chosen": -2197.752197265625,
      "logps/rejected": -3114.567626953125,
      "loss": 0.471,
      "rewards/accuracies": 0.5562499761581421,
      "rewards/chosen": -0.9756608009338379,
      "rewards/margins": 0.24378642439842224,
      "rewards/rejected": -1.2194470167160034,
      "step": 230
    },
    {
      "epoch": 0.38,
      "learning_rate": 3.872907439340758e-06,
      "logits/chosen": 0.01632564514875412,
      "logits/rejected": -0.18748557567596436,
      "logps/chosen": -2377.099853515625,
      "logps/rejected": -4215.26953125,
      "loss": 0.4747,
      "rewards/accuracies": 0.5625,
      "rewards/chosen": -1.054962396621704,
      "rewards/margins": 0.6837267279624939,
      "rewards/rejected": -1.7386891841888428,
      "step": 240
    },
    {
      "epoch": 0.4,
      "learning_rate": 3.75403207889666e-06,
      "logits/chosen": -0.012413917109370232,
      "logits/rejected": -0.13336405158042908,
      "logps/chosen": -2371.0888671875,
      "logps/rejected": -3082.55322265625,
      "loss": 0.4731,
      "rewards/accuracies": 0.518750011920929,
      "rewards/chosen": -0.9990957379341125,
      "rewards/margins": 0.2219332903623581,
      "rewards/rejected": -1.2210289239883423,
      "step": 250
    },
    {
      "epoch": 0.42,
      "learning_rate": 3.631239095225417e-06,
      "logits/chosen": 0.007460703607648611,
      "logits/rejected": -0.1302846223115921,
      "logps/chosen": -2123.05810546875,
      "logps/rejected": -3470.561279296875,
      "loss": 0.4727,
      "rewards/accuracies": 0.543749988079071,
      "rewards/chosen": -1.0149245262145996,
      "rewards/margins": 0.44816678762435913,
      "rewards/rejected": -1.463091254234314,
      "step": 260
    },
    {
      "epoch": 0.43,
      "learning_rate": 3.5049120962530608e-06,
      "logits/chosen": -0.0549989752471447,
      "logits/rejected": -0.2491796910762787,
      "logps/chosen": -2456.557861328125,
      "logps/rejected": -4269.2412109375,
      "loss": 0.4724,
      "rewards/accuracies": 0.5687500238418579,
      "rewards/chosen": -1.0748237371444702,
      "rewards/margins": 0.7018817067146301,
      "rewards/rejected": -1.7767053842544556,
      "step": 270
    },
    {
      "epoch": 0.45,
      "learning_rate": 3.3754457302455464e-06,
      "logits/chosen": 0.028259318321943283,
      "logits/rejected": -0.15549519658088684,
      "logps/chosen": -2343.92724609375,
      "logps/rejected": -3815.20751953125,
      "loss": 0.4775,
      "rewards/accuracies": 0.5562499761581421,
      "rewards/chosen": -0.9266031384468079,
      "rewards/margins": 0.4884551167488098,
      "rewards/rejected": -1.4150583744049072,
      "step": 280
    },
    {
      "epoch": 0.46,
      "learning_rate": 3.2432444529190714e-06,
      "logits/chosen": 0.09060511738061905,
      "logits/rejected": -0.13999487459659576,
      "logps/chosen": -1729.5335693359375,
      "logps/rejected": -3556.65771484375,
      "loss": 0.4629,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.5673225522041321,
      "rewards/margins": 0.5148328542709351,
      "rewards/rejected": -1.082155466079712,
      "step": 290
    },
    {
      "epoch": 0.48,
      "learning_rate": 3.1087212639117057e-06,
      "logits/chosen": 0.10731784254312515,
      "logits/rejected": -0.12288031727075577,
      "logps/chosen": -1606.456787109375,
      "logps/rejected": -3169.525146484375,
      "loss": 0.4802,
      "rewards/accuracies": 0.612500011920929,
      "rewards/chosen": -0.47551971673965454,
      "rewards/margins": 0.5530696511268616,
      "rewards/rejected": -1.0285893678665161,
      "step": 300
    },
    {
      "epoch": 0.5,
      "learning_rate": 2.9722964165636263e-06,
      "logits/chosen": -0.040035147219896317,
      "logits/rejected": -0.13161209225654602,
      "logps/chosen": -2169.19677734375,
      "logps/rejected": -3303.66064453125,
      "loss": 0.4767,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.8213248252868652,
      "rewards/margins": 0.4187691807746887,
      "rewards/rejected": -1.2400939464569092,
      "step": 310
    },
    {
      "epoch": 0.51,
      "learning_rate": 2.8343961050366275e-06,
      "logits/chosen": -0.0054204524494707584,
      "logits/rejected": -0.2861900329589844,
      "logps/chosen": -1592.34375,
      "logps/rejected": -3716.65869140625,
      "loss": 0.4721,
      "rewards/accuracies": 0.6187499761581421,
      "rewards/chosen": -0.7492900490760803,
      "rewards/margins": 0.8597043752670288,
      "rewards/rejected": -1.608994483947754,
      "step": 320
    },
    {
      "epoch": 0.53,
      "learning_rate": 2.695451132874385e-06,
      "logits/chosen": -0.1356322020292282,
      "logits/rejected": -0.292384535074234,
      "logps/chosen": -1807.0335693359375,
      "logps/rejected": -3166.426513671875,
      "loss": 0.48,
      "rewards/accuracies": 0.5562499761581421,
      "rewards/chosen": -0.7727370858192444,
      "rewards/margins": 0.4709666669368744,
      "rewards/rejected": -1.2437037229537964,
      "step": 330
    },
    {
      "epoch": 0.54,
      "learning_rate": 2.5558955671628964e-06,
      "logits/chosen": -0.07628178596496582,
      "logits/rejected": -0.20791587233543396,
      "logps/chosen": -1737.909423828125,
      "logps/rejected": -3203.9970703125,
      "loss": 0.4668,
      "rewards/accuracies": 0.5249999761581421,
      "rewards/chosen": -0.7647561430931091,
      "rewards/margins": 0.49256449937820435,
      "rewards/rejected": -1.2573206424713135,
      "step": 340
    },
    {
      "epoch": 0.56,
      "learning_rate": 2.4161653824955654e-06,
      "logits/chosen": -0.05267338082194328,
      "logits/rejected": -0.25987547636032104,
      "logps/chosen": -2673.15380859375,
      "logps/rejected": -3792.9609375,
      "loss": 0.4653,
      "rewards/accuracies": 0.5249999761581421,
      "rewards/chosen": -1.1372772455215454,
      "rewards/margins": 0.37971851229667664,
      "rewards/rejected": -1.5169956684112549,
      "step": 350
    },
    {
      "epoch": 0.58,
      "learning_rate": 2.2766970989791697e-06,
      "logits/chosen": -0.15440881252288818,
      "logits/rejected": -0.3189676105976105,
      "logps/chosen": -2074.7294921875,
      "logps/rejected": -3670.177001953125,
      "loss": 0.47,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": -0.8276017904281616,
      "rewards/margins": 0.6911835670471191,
      "rewards/rejected": -1.5187852382659912,
      "step": 360
    },
    {
      "epoch": 0.59,
      "learning_rate": 2.1379264185356545e-06,
      "logits/chosen": -0.03989617899060249,
      "logits/rejected": -0.29078492522239685,
      "logps/chosen": -2240.99951171875,
      "logps/rejected": -3693.21875,
      "loss": 0.4675,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.982672393321991,
      "rewards/margins": 0.5129915475845337,
      "rewards/rejected": -1.4956640005111694,
      "step": 370
    },
    {
      "epoch": 0.61,
      "learning_rate": 2.000286863759934e-06,
      "logits/chosen": -0.18141961097717285,
      "logits/rejected": -0.34517520666122437,
      "logps/chosen": -2447.95458984375,
      "logps/rejected": -4179.51220703125,
      "loss": 0.4721,
      "rewards/accuracies": 0.550000011920929,
      "rewards/chosen": -1.249446153640747,
      "rewards/margins": 0.7962532639503479,
      "rewards/rejected": -2.04569935798645,
      "step": 380
    },
    {
      "epoch": 0.62,
      "learning_rate": 1.8642084235859764e-06,
      "logits/chosen": -0.10085698217153549,
      "logits/rejected": -0.4116978645324707,
      "logps/chosen": -2039.9761962890625,
      "logps/rejected": -4429.87451171875,
      "loss": 0.4625,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -1.0368822813034058,
      "rewards/margins": 1.2251580953598022,
      "rewards/rejected": -2.262040615081787,
      "step": 390
    },
    {
      "epoch": 0.64,
      "learning_rate": 1.7301162099921013e-06,
      "logits/chosen": -0.07682979851961136,
      "logits/rejected": -0.35371267795562744,
      "logps/chosen": -2304.14306640625,
      "logps/rejected": -3896.870361328125,
      "loss": 0.4642,
      "rewards/accuracies": 0.5625,
      "rewards/chosen": -1.131152868270874,
      "rewards/margins": 0.7709552645683289,
      "rewards/rejected": -1.9021081924438477,
      "step": 400
    },
    {
      "epoch": 0.66,
      "learning_rate": 1.5984291299420117e-06,
      "logits/chosen": -0.07511943578720093,
      "logits/rejected": -0.28092044591903687,
      "logps/chosen": -2233.59814453125,
      "logps/rejected": -3915.47900390625,
      "loss": 0.4691,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": -1.0048208236694336,
      "rewards/margins": 0.6850495934486389,
      "rewards/rejected": -1.6898702383041382,
      "step": 410
    },
    {
      "epoch": 0.67,
      "learning_rate": 1.4695585767104092e-06,
      "logits/chosen": -0.005914182402193546,
      "logits/rejected": -0.24251346290111542,
      "logps/chosen": -1424.0343017578125,
      "logps/rejected": -3496.74755859375,
      "loss": 0.4581,
      "rewards/accuracies": 0.59375,
      "rewards/chosen": -0.6118324398994446,
      "rewards/margins": 0.6595968008041382,
      "rewards/rejected": -1.2714293003082275,
      "step": 420
    },
    {
      "epoch": 0.69,
      "learning_rate": 1.3439071446815452e-06,
      "logits/chosen": -0.05694418027997017,
      "logits/rejected": -0.27310264110565186,
      "logps/chosen": -1811.8056640625,
      "logps/rejected": -3876.968017578125,
      "loss": 0.4613,
      "rewards/accuracies": 0.6187499761581421,
      "rewards/chosen": -0.7894518971443176,
      "rewards/margins": 0.9580751657485962,
      "rewards/rejected": -1.7475271224975586,
      "step": 430
    },
    {
      "epoch": 0.7,
      "learning_rate": 1.2218673716356919e-06,
      "logits/chosen": -0.04861157387495041,
      "logits/rejected": -0.22785380482673645,
      "logps/chosen": -2162.256103515625,
      "logps/rejected": -3135.13330078125,
      "loss": 0.4752,
      "rewards/accuracies": 0.4749999940395355,
      "rewards/chosen": -0.9659271240234375,
      "rewards/margins": 0.3405894339084625,
      "rewards/rejected": -1.3065165281295776,
      "step": 440
    },
    {
      "epoch": 0.72,
      "learning_rate": 1.103820512452661e-06,
      "logits/chosen": -0.0886421948671341,
      "logits/rejected": -0.24363021552562714,
      "logps/chosen": -2278.705078125,
      "logps/rejected": -3871.57861328125,
      "loss": 0.4697,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -1.0452690124511719,
      "rewards/margins": 0.5815836191177368,
      "rewards/rejected": -1.6268523931503296,
      "step": 450
    },
    {
      "epoch": 0.74,
      "learning_rate": 9.901353480633468e-07,
      "logits/chosen": -0.01507838536053896,
      "logits/rejected": -0.27143269777297974,
      "logps/chosen": -1932.046875,
      "logps/rejected": -3638.012939453125,
      "loss": 0.4705,
      "rewards/accuracies": 0.6000000238418579,
      "rewards/chosen": -0.8395353555679321,
      "rewards/margins": 0.6771036982536316,
      "rewards/rejected": -1.5166391134262085,
      "step": 460
    },
    {
      "epoch": 0.75,
      "learning_rate": 8.811670333701544e-07,
      "logits/chosen": -0.06362856924533844,
      "logits/rejected": -0.2936163544654846,
      "logps/chosen": -1988.303955078125,
      "logps/rejected": -4044.038330078125,
      "loss": 0.4641,
      "rewards/accuracies": 0.5062500238418579,
      "rewards/chosen": -0.8915748596191406,
      "rewards/margins": 0.8164836168289185,
      "rewards/rejected": -1.7080585956573486,
      "step": 470
    },
    {
      "epoch": 0.77,
      "learning_rate": 7.772559877354341e-07,
      "logits/chosen": -0.030277037993073463,
      "logits/rejected": -0.21407613158226013,
      "logps/chosen": -2318.84912109375,
      "logps/rejected": -4174.81298828125,
      "loss": 0.4745,
      "rewards/accuracies": 0.543749988079071,
      "rewards/chosen": -0.9398199319839478,
      "rewards/margins": 0.7878143787384033,
      "rewards/rejected": -1.7276341915130615,
      "step": 480
    },
    {
      "epoch": 0.78,
      "learning_rate": 6.787268315040604e-07,
      "logits/chosen": -0.1001216396689415,
      "logits/rejected": -0.24970397353172302,
      "logps/chosen": -2327.34375,
      "logps/rejected": -3589.403564453125,
      "loss": 0.4775,
      "rewards/accuracies": 0.5062500238418579,
      "rewards/chosen": -0.9565193057060242,
      "rewards/margins": 0.5348533987998962,
      "rewards/rejected": -1.4913727045059204,
      "step": 490
    },
    {
      "epoch": 0.8,
      "learning_rate": 5.858873718824829e-07,
      "logits/chosen": -0.08827606588602066,
      "logits/rejected": -0.2271912395954132,
      "logps/chosen": -2329.033935546875,
      "logps/rejected": -3762.891357421875,
      "loss": 0.4701,
      "rewards/accuracies": 0.543749988079071,
      "rewards/chosen": -0.9019953608512878,
      "rewards/margins": 0.6341419219970703,
      "rewards/rejected": -1.536137342453003,
      "step": 500
    },
    {
      "epoch": 0.82,
      "learning_rate": 4.990276413423817e-07,
      "logits/chosen": 0.006130737718194723,
      "logits/rejected": -0.2663702070713043,
      "logps/chosen": -1954.1243896484375,
      "logps/rejected": -4118.31689453125,
      "loss": 0.4608,
      "rewards/accuracies": 0.59375,
      "rewards/chosen": -0.7334184050559998,
      "rewards/margins": 0.8962429761886597,
      "rewards/rejected": -1.6296613216400146,
      "step": 510
    },
    {
      "epoch": 0.83,
      "learning_rate": 4.184189915529796e-07,
      "logits/chosen": -0.022313248366117477,
      "logits/rejected": -0.2796049416065216,
      "logps/chosen": -2069.07861328125,
      "logps/rejected": -4346.296875,
      "loss": 0.4631,
      "rewards/accuracies": 0.6187499761581421,
      "rewards/chosen": -0.8130847215652466,
      "rewards/margins": 0.9093513488769531,
      "rewards/rejected": -1.7224359512329102,
      "step": 520
    },
    {
      "epoch": 0.85,
      "learning_rate": 3.4431324567258176e-07,
      "logits/chosen": -0.006228646729141474,
      "logits/rejected": -0.18093259632587433,
      "logps/chosen": -1853.189453125,
      "logps/rejected": -3369.416748046875,
      "loss": 0.4685,
      "rewards/accuracies": 0.550000011920929,
      "rewards/chosen": -0.7921710014343262,
      "rewards/margins": 0.5718700885772705,
      "rewards/rejected": -1.3640410900115967,
      "step": 530
    },
    {
      "epoch": 0.86,
      "learning_rate": 2.769419116476052e-07,
      "logits/chosen": -0.0418720506131649,
      "logits/rejected": -0.30269795656204224,
      "logps/chosen": -2341.14501953125,
      "logps/rejected": -4083.86083984375,
      "loss": 0.4729,
      "rewards/accuracies": 0.5687500238418579,
      "rewards/chosen": -0.9471173286437988,
      "rewards/margins": 0.6616966128349304,
      "rewards/rejected": -1.6088138818740845,
      "step": 540
    },
    {
      "epoch": 0.88,
      "learning_rate": 2.1651545897676512e-07,
      "logits/chosen": -0.08359251916408539,
      "logits/rejected": -0.31541210412979126,
      "logps/chosen": -1795.650390625,
      "logps/rejected": -3922.41259765625,
      "loss": 0.4713,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": -0.6783340573310852,
      "rewards/margins": 0.7878134846687317,
      "rewards/rejected": -1.4661474227905273,
      "step": 550
    },
    {
      "epoch": 0.9,
      "learning_rate": 1.6322266119983222e-07,
      "logits/chosen": -0.08543523401021957,
      "logits/rejected": -0.22058483958244324,
      "logps/chosen": -2356.09619140625,
      "logps/rejected": -2975.605712890625,
      "loss": 0.4693,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": -0.9343336224555969,
      "rewards/margins": 0.29671743512153625,
      "rewards/rejected": -1.231050968170166,
      "step": 560
    },
    {
      "epoch": 0.91,
      "learning_rate": 1.1723000616502167e-07,
      "logits/chosen": -0.07000622898340225,
      "logits/rejected": -0.2409258633852005,
      "logps/chosen": -2480.648681640625,
      "logps/rejected": -3360.589111328125,
      "loss": 0.4772,
      "rewards/accuracies": 0.5062500238418579,
      "rewards/chosen": -1.0692129135131836,
      "rewards/margins": 0.2927553355693817,
      "rewards/rejected": -1.3619682788848877,
      "step": 570
    },
    {
      "epoch": 0.93,
      "learning_rate": 7.868117591737585e-08,
      "logits/chosen": -0.02028440684080124,
      "logits/rejected": -0.17536571621894836,
      "logps/chosen": -2015.087646484375,
      "logps/rejected": -3354.944580078125,
      "loss": 0.4748,
      "rewards/accuracies": 0.5874999761581421,
      "rewards/chosen": -0.7683865427970886,
      "rewards/margins": 0.602486252784729,
      "rewards/rejected": -1.3708727359771729,
      "step": 580
    },
    {
      "epoch": 0.94,
      "learning_rate": 4.769659783295383e-08,
      "logits/chosen": -0.12467147409915924,
      "logits/rejected": -0.2483750879764557,
      "logps/chosen": -2129.997314453125,
      "logps/rejected": -3120.9951171875,
      "loss": 0.4782,
      "rewards/accuracies": 0.5,
      "rewards/chosen": -0.9002014398574829,
      "rewards/margins": 0.3127484619617462,
      "rewards/rejected": -1.2129498720169067,
      "step": 590
    },
    {
      "epoch": 0.96,
      "learning_rate": 2.4373068401120358e-08,
      "logits/chosen": -0.02018025331199169,
      "logits/rejected": -0.2830565869808197,
      "logps/chosen": -1880.4671630859375,
      "logps/rejected": -3650.389404296875,
      "loss": 0.4589,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.7423778772354126,
      "rewards/margins": 0.7750624418258667,
      "rewards/rejected": -1.5174401998519897,
      "step": 600
    },
    {
      "epoch": 0.98,
      "learning_rate": 8.78345083022425e-09,
      "logits/chosen": -0.017909971997141838,
      "logits/rejected": -0.2379368245601654,
      "logps/chosen": -2240.98193359375,
      "logps/rejected": -3461.29345703125,
      "loss": 0.467,
      "rewards/accuracies": 0.518750011920929,
      "rewards/chosen": -1.001007080078125,
      "rewards/margins": 0.4783032536506653,
      "rewards/rejected": -1.479310154914856,
      "step": 610
    },
    {
      "epoch": 0.99,
      "learning_rate": 9.764474213677654e-10,
      "logits/chosen": -0.011101929470896721,
      "logits/rejected": -0.18822148442268372,
      "logps/chosen": -1725.9417724609375,
      "logps/rejected": -3190.5283203125,
      "loss": 0.4695,
      "rewards/accuracies": 0.5,
      "rewards/chosen": -0.661989688873291,
      "rewards/margins": 0.6126888394355774,
      "rewards/rejected": -1.2746784687042236,
      "step": 620
    },
    {
      "epoch": 1.0,
      "step": 625,
      "total_flos": 0.0,
      "train_loss": 0.4739649757385254,
      "train_runtime": 8016.6369,
      "train_samples_per_second": 2.495,
      "train_steps_per_second": 0.078
    }
  ],
  "logging_steps": 10,
  "max_steps": 625,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 20,
  "total_flos": 0.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}