File size: 31,764 Bytes
a583a96
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 19.414225941422593,
  "eval_steps": 500,
  "global_step": 580,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.33472803347280333,
      "grad_norm": 0.4676998555660248,
      "learning_rate": 8.620689655172415e-07,
      "logits/chosen": 1.7077701091766357,
      "logits/rejected": 1.8646482229232788,
      "logps/chosen": -85.7728271484375,
      "logps/rejected": -88.1952896118164,
      "loss": 0.6938,
      "rewards/accuracies": 0.32499998807907104,
      "rewards/chosen": -0.004770822823047638,
      "rewards/margins": -0.007881464436650276,
      "rewards/rejected": 0.0031106427777558565,
      "step": 10
    },
    {
      "epoch": 0.6694560669456067,
      "grad_norm": 0.43230223655700684,
      "learning_rate": 1.724137931034483e-06,
      "logits/chosen": 1.8023220300674438,
      "logits/rejected": 1.8210970163345337,
      "logps/chosen": -78.37618255615234,
      "logps/rejected": -75.44720458984375,
      "loss": 0.6931,
      "rewards/accuracies": 0.48750001192092896,
      "rewards/chosen": -0.0056939031928777695,
      "rewards/margins": -0.003848772030323744,
      "rewards/rejected": -0.001845130929723382,
      "step": 20
    },
    {
      "epoch": 1.00418410041841,
      "grad_norm": 2.431753396987915,
      "learning_rate": 2.5862068965517246e-06,
      "logits/chosen": 1.8643144369125366,
      "logits/rejected": 1.8500900268554688,
      "logps/chosen": -86.84412384033203,
      "logps/rejected": -90.78925323486328,
      "loss": 0.6946,
      "rewards/accuracies": 0.44999998807907104,
      "rewards/chosen": -0.0008674233104102314,
      "rewards/margins": -0.008064134046435356,
      "rewards/rejected": 0.0071967123076319695,
      "step": 30
    },
    {
      "epoch": 1.3389121338912133,
      "grad_norm": 0.5327289700508118,
      "learning_rate": 3.448275862068966e-06,
      "logits/chosen": 1.7701479196548462,
      "logits/rejected": 1.7749736309051514,
      "logps/chosen": -83.61552429199219,
      "logps/rejected": -72.89176177978516,
      "loss": 0.6939,
      "rewards/accuracies": 0.4625000059604645,
      "rewards/chosen": -0.0019066383829340339,
      "rewards/margins": -0.0035008196718990803,
      "rewards/rejected": 0.0015941811725497246,
      "step": 40
    },
    {
      "epoch": 1.6736401673640167,
      "grad_norm": 0.5017096996307373,
      "learning_rate": 4.310344827586207e-06,
      "logits/chosen": 1.7465788125991821,
      "logits/rejected": 1.7925498485565186,
      "logps/chosen": -84.85249328613281,
      "logps/rejected": -88.79469299316406,
      "loss": 0.6938,
      "rewards/accuracies": 0.550000011920929,
      "rewards/chosen": 0.0003656863118521869,
      "rewards/margins": 0.00012080222222721204,
      "rewards/rejected": 0.00024488387862220407,
      "step": 50
    },
    {
      "epoch": 2.00836820083682,
      "grad_norm": 0.4994066059589386,
      "learning_rate": 4.999818897894192e-06,
      "logits/chosen": 1.8359416723251343,
      "logits/rejected": 1.814234733581543,
      "logps/chosen": -79.98396301269531,
      "logps/rejected": -66.29866027832031,
      "loss": 0.6952,
      "rewards/accuracies": 0.4375,
      "rewards/chosen": 0.00456579215824604,
      "rewards/margins": -0.002460189163684845,
      "rewards/rejected": 0.007025980856269598,
      "step": 60
    },
    {
      "epoch": 2.3430962343096233,
      "grad_norm": 0.6425362825393677,
      "learning_rate": 4.9934830787948756e-06,
      "logits/chosen": 1.7550818920135498,
      "logits/rejected": 1.7802051305770874,
      "logps/chosen": -83.60951232910156,
      "logps/rejected": -70.81080627441406,
      "loss": 0.6937,
      "rewards/accuracies": 0.5625,
      "rewards/chosen": 0.004059882368892431,
      "rewards/margins": 0.00932090263813734,
      "rewards/rejected": -0.005261021666228771,
      "step": 70
    },
    {
      "epoch": 2.6778242677824267,
      "grad_norm": 0.5591297149658203,
      "learning_rate": 4.978118375700895e-06,
      "logits/chosen": 1.7742525339126587,
      "logits/rejected": 1.8790937662124634,
      "logps/chosen": -86.7696533203125,
      "logps/rejected": -84.90727233886719,
      "loss": 0.6927,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": 0.0033963967580348253,
      "rewards/margins": 0.005500240251421928,
      "rewards/rejected": -0.0021038432605564594,
      "step": 80
    },
    {
      "epoch": 3.01255230125523,
      "grad_norm": 0.6774541735649109,
      "learning_rate": 4.953780424089803e-06,
      "logits/chosen": 1.8815631866455078,
      "logits/rejected": 1.911620855331421,
      "logps/chosen": -92.14398193359375,
      "logps/rejected": -82.83556365966797,
      "loss": 0.6923,
      "rewards/accuracies": 0.5,
      "rewards/chosen": 0.007645039353519678,
      "rewards/margins": 0.005134005565196276,
      "rewards/rejected": 0.0025110342539846897,
      "step": 90
    },
    {
      "epoch": 3.3472803347280333,
      "grad_norm": 0.6908814907073975,
      "learning_rate": 4.920557351506409e-06,
      "logits/chosen": 1.7718560695648193,
      "logits/rejected": 1.8823477029800415,
      "logps/chosen": -91.2622299194336,
      "logps/rejected": -96.467529296875,
      "loss": 0.6894,
      "rewards/accuracies": 0.6000000238418579,
      "rewards/chosen": 0.004941435065120459,
      "rewards/margins": 0.01582186669111252,
      "rewards/rejected": -0.010880433022975922,
      "step": 100
    },
    {
      "epoch": 3.6820083682008367,
      "grad_norm": 0.6954344511032104,
      "learning_rate": 4.878569458453592e-06,
      "logits/chosen": 1.6916942596435547,
      "logits/rejected": 1.7603965997695923,
      "logps/chosen": -84.66748046875,
      "logps/rejected": -103.5328369140625,
      "loss": 0.6889,
      "rewards/accuracies": 0.5375000238418579,
      "rewards/chosen": -0.003184904810041189,
      "rewards/margins": 0.007628746330738068,
      "rewards/rejected": -0.01081365067511797,
      "step": 110
    },
    {
      "epoch": 4.01673640167364,
      "grad_norm": 0.6846771240234375,
      "learning_rate": 4.827968782785062e-06,
      "logits/chosen": 1.8839175701141357,
      "logits/rejected": 1.956974744796753,
      "logps/chosen": -76.89198303222656,
      "logps/rejected": -95.03202056884766,
      "loss": 0.6886,
      "rewards/accuracies": 0.6625000238418579,
      "rewards/chosen": 0.009448022581636906,
      "rewards/margins": 0.018458742648363113,
      "rewards/rejected": -0.009010720066726208,
      "step": 120
    },
    {
      "epoch": 4.351464435146443,
      "grad_norm": 0.762366771697998,
      "learning_rate": 4.7689385491773934e-06,
      "logits/chosen": 1.8294252157211304,
      "logits/rejected": 1.8144447803497314,
      "logps/chosen": -87.03471374511719,
      "logps/rejected": -73.86766052246094,
      "loss": 0.6847,
      "rewards/accuracies": 0.612500011920929,
      "rewards/chosen": -0.01010747067630291,
      "rewards/margins": 0.01468165498226881,
      "rewards/rejected": -0.024789121001958847,
      "step": 130
    },
    {
      "epoch": 4.686192468619247,
      "grad_norm": 0.7172746658325195,
      "learning_rate": 4.70169250567482e-06,
      "logits/chosen": 1.7118749618530273,
      "logits/rejected": 1.8259985446929932,
      "logps/chosen": -68.12081146240234,
      "logps/rejected": -75.31085205078125,
      "loss": 0.6809,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.014076923951506615,
      "rewards/margins": 0.014298361726105213,
      "rewards/rejected": -0.028375286608934402,
      "step": 140
    },
    {
      "epoch": 5.02092050209205,
      "grad_norm": 0.7188512682914734,
      "learning_rate": 4.626474149709127e-06,
      "logits/chosen": 1.8864549398422241,
      "logits/rejected": 1.8488889932632446,
      "logps/chosen": -101.3166275024414,
      "logps/rejected": -76.73490905761719,
      "loss": 0.6773,
      "rewards/accuracies": 0.5375000238418579,
      "rewards/chosen": -0.021979983896017075,
      "rewards/margins": 0.023767748847603798,
      "rewards/rejected": -0.04574773460626602,
      "step": 150
    },
    {
      "epoch": 5.355648535564853,
      "grad_norm": 0.8493714928627014,
      "learning_rate": 4.54355584639723e-06,
      "logits/chosen": 1.7861169576644897,
      "logits/rejected": 1.7927452325820923,
      "logps/chosen": -83.28593444824219,
      "logps/rejected": -76.04238891601562,
      "loss": 0.673,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.0320693664252758,
      "rewards/margins": 0.04263792932033539,
      "rewards/rejected": -0.07470729202032089,
      "step": 160
    },
    {
      "epoch": 5.690376569037657,
      "grad_norm": 1.1378726959228516,
      "learning_rate": 4.45323784230908e-06,
      "logits/chosen": 1.8622329235076904,
      "logits/rejected": 1.875741958618164,
      "logps/chosen": -72.01219177246094,
      "logps/rejected": -77.62818908691406,
      "loss": 0.6679,
      "rewards/accuracies": 0.637499988079071,
      "rewards/chosen": -0.05134737491607666,
      "rewards/margins": 0.049249742180109024,
      "rewards/rejected": -0.10059712082147598,
      "step": 170
    },
    {
      "epoch": 6.02510460251046,
      "grad_norm": 0.847227156162262,
      "learning_rate": 4.355847178277025e-06,
      "logits/chosen": 1.9445765018463135,
      "logits/rejected": 2.0065901279449463,
      "logps/chosen": -76.14964294433594,
      "logps/rejected": -83.71626281738281,
      "loss": 0.6621,
      "rewards/accuracies": 0.5874999761581421,
      "rewards/chosen": -0.05519520118832588,
      "rewards/margins": 0.06803703308105469,
      "rewards/rejected": -0.12323222309350967,
      "step": 180
    },
    {
      "epoch": 6.359832635983263,
      "grad_norm": 0.8368040919303894,
      "learning_rate": 4.2517365051833564e-06,
      "logits/chosen": 1.8116003274917603,
      "logits/rejected": 1.8839362859725952,
      "logps/chosen": -82.7087631225586,
      "logps/rejected": -67.3785629272461,
      "loss": 0.6538,
      "rewards/accuracies": 0.75,
      "rewards/chosen": -0.03855596110224724,
      "rewards/margins": 0.11562293767929077,
      "rewards/rejected": -0.15417888760566711,
      "step": 190
    },
    {
      "epoch": 6.694560669456067,
      "grad_norm": 0.8636891841888428,
      "learning_rate": 4.141282807014034e-06,
      "logits/chosen": 1.7250430583953857,
      "logits/rejected": 1.775418996810913,
      "logps/chosen": -68.51094055175781,
      "logps/rejected": -79.88996124267578,
      "loss": 0.657,
      "rewards/accuracies": 0.699999988079071,
      "rewards/chosen": -0.11151214689016342,
      "rewards/margins": 0.07863004505634308,
      "rewards/rejected": -0.1901421844959259,
      "step": 200
    },
    {
      "epoch": 7.02928870292887,
      "grad_norm": 0.945520281791687,
      "learning_rate": 4.024886035802432e-06,
      "logits/chosen": 1.7329381704330444,
      "logits/rejected": 1.799551010131836,
      "logps/chosen": -81.49295043945312,
      "logps/rejected": -87.97386169433594,
      "loss": 0.6462,
      "rewards/accuracies": 0.762499988079071,
      "rewards/chosen": -0.09862186014652252,
      "rewards/margins": 0.10664049535989761,
      "rewards/rejected": -0.20526234805583954,
      "step": 210
    },
    {
      "epoch": 7.364016736401673,
      "grad_norm": 0.9736716151237488,
      "learning_rate": 3.9029676634059565e-06,
      "logits/chosen": 1.8787791728973389,
      "logits/rejected": 1.8832632303237915,
      "logps/chosen": -83.21014404296875,
      "logps/rejected": -76.4449691772461,
      "loss": 0.6413,
      "rewards/accuracies": 0.6875,
      "rewards/chosen": -0.07923021167516708,
      "rewards/margins": 0.11194779723882675,
      "rewards/rejected": -0.19117799401283264,
      "step": 220
    },
    {
      "epoch": 7.698744769874477,
      "grad_norm": 0.9238549470901489,
      "learning_rate": 3.7759691553595214e-06,
      "logits/chosen": 1.9044986963272095,
      "logits/rejected": 1.8805242776870728,
      "logps/chosen": -90.17919158935547,
      "logps/rejected": -86.05476379394531,
      "loss": 0.6346,
      "rewards/accuracies": 0.675000011920929,
      "rewards/chosen": -0.0993318110704422,
      "rewards/margins": 0.12289313971996307,
      "rewards/rejected": -0.22222498059272766,
      "step": 230
    },
    {
      "epoch": 8.03347280334728,
      "grad_norm": 1.0052326917648315,
      "learning_rate": 3.6443503723320837e-06,
      "logits/chosen": 1.873815894126892,
      "logits/rejected": 1.8809674978256226,
      "logps/chosen": -74.86824035644531,
      "logps/rejected": -81.79768371582031,
      "loss": 0.6377,
      "rewards/accuracies": 0.612500011920929,
      "rewards/chosen": -0.17602138221263885,
      "rewards/margins": 0.09737586975097656,
      "rewards/rejected": -0.2733972668647766,
      "step": 240
    },
    {
      "epoch": 8.368200836820083,
      "grad_norm": 1.0167930126190186,
      "learning_rate": 3.508587904974522e-06,
      "logits/chosen": 1.868101716041565,
      "logits/rejected": 1.8685039281845093,
      "logps/chosen": -94.48133850097656,
      "logps/rejected": -94.00556182861328,
      "loss": 0.6216,
      "rewards/accuracies": 0.800000011920929,
      "rewards/chosen": -0.1260211318731308,
      "rewards/margins": 0.21002164483070374,
      "rewards/rejected": -0.3360427916049957,
      "step": 250
    },
    {
      "epoch": 8.702928870292887,
      "grad_norm": 0.9955905079841614,
      "learning_rate": 3.3691733481883693e-06,
      "logits/chosen": 1.7905946969985962,
      "logits/rejected": 1.7784850597381592,
      "logps/chosen": -94.9794921875,
      "logps/rejected": -84.99113464355469,
      "loss": 0.6193,
      "rewards/accuracies": 0.6625000238418579,
      "rewards/chosen": -0.18853916227817535,
      "rewards/margins": 0.19185101985931396,
      "rewards/rejected": -0.3803902268409729,
      "step": 260
    },
    {
      "epoch": 9.03765690376569,
      "grad_norm": 0.943289577960968,
      "learning_rate": 3.226611521064278e-06,
      "logits/chosen": 1.8119779825210571,
      "logits/rejected": 1.817567229270935,
      "logps/chosen": -80.78002166748047,
      "logps/rejected": -85.42848205566406,
      "loss": 0.6201,
      "rewards/accuracies": 0.7124999761581421,
      "rewards/chosen": -0.16673071682453156,
      "rewards/margins": 0.19530437886714935,
      "rewards/rejected": -0.3620350658893585,
      "step": 270
    },
    {
      "epoch": 9.372384937238493,
      "grad_norm": 0.9868927597999573,
      "learning_rate": 3.0814186389357765e-06,
      "logits/chosen": 1.816300392150879,
      "logits/rejected": 1.7763961553573608,
      "logps/chosen": -77.19395446777344,
      "logps/rejected": -68.16056060791016,
      "loss": 0.6157,
      "rewards/accuracies": 0.6625000238418579,
      "rewards/chosen": -0.21062004566192627,
      "rewards/margins": 0.19489461183547974,
      "rewards/rejected": -0.4055147171020508,
      "step": 280
    },
    {
      "epoch": 9.707112970711297,
      "grad_norm": 1.0557409524917603,
      "learning_rate": 2.9341204441673267e-06,
      "logits/chosen": 1.8154022693634033,
      "logits/rejected": 1.842792272567749,
      "logps/chosen": -84.95299530029297,
      "logps/rejected": -82.22926330566406,
      "loss": 0.5972,
      "rewards/accuracies": 0.7875000238418579,
      "rewards/chosen": -0.25716403126716614,
      "rewards/margins": 0.2636396288871765,
      "rewards/rejected": -0.5208036303520203,
      "step": 290
    },
    {
      "epoch": 10.0418410041841,
      "grad_norm": 1.0787400007247925,
      "learning_rate": 2.785250302445062e-06,
      "logits/chosen": 1.8255424499511719,
      "logits/rejected": 1.8123111724853516,
      "logps/chosen": -94.89508056640625,
      "logps/rejected": -99.48709869384766,
      "loss": 0.6038,
      "rewards/accuracies": 0.7875000238418579,
      "rewards/chosen": -0.25526899099349976,
      "rewards/margins": 0.24981728196144104,
      "rewards/rejected": -0.5050862431526184,
      "step": 300
    },
    {
      "epoch": 10.376569037656903,
      "grad_norm": 0.9934303164482117,
      "learning_rate": 2.6353472714635443e-06,
      "logits/chosen": 1.6809011697769165,
      "logits/rejected": 1.6883894205093384,
      "logps/chosen": -83.52108001708984,
      "logps/rejected": -89.83765411376953,
      "loss": 0.5897,
      "rewards/accuracies": 0.762499988079071,
      "rewards/chosen": -0.20843425393104553,
      "rewards/margins": 0.2531076967716217,
      "rewards/rejected": -0.46154195070266724,
      "step": 310
    },
    {
      "epoch": 10.711297071129707,
      "grad_norm": 1.0989857912063599,
      "learning_rate": 2.4849541490017868e-06,
      "logits/chosen": 1.8184492588043213,
      "logits/rejected": 1.8702239990234375,
      "logps/chosen": -76.5416030883789,
      "logps/rejected": -87.98771667480469,
      "loss": 0.5951,
      "rewards/accuracies": 0.7124999761581421,
      "rewards/chosen": -0.26176151633262634,
      "rewards/margins": 0.17908410727977753,
      "rewards/rejected": -0.44084563851356506,
      "step": 320
    },
    {
      "epoch": 11.04602510460251,
      "grad_norm": 1.1377506256103516,
      "learning_rate": 2.3346155074564712e-06,
      "logits/chosen": 1.7781150341033936,
      "logits/rejected": 1.7945045232772827,
      "logps/chosen": -94.21954345703125,
      "logps/rejected": -87.9439926147461,
      "loss": 0.5895,
      "rewards/accuracies": 0.762499988079071,
      "rewards/chosen": -0.3070668578147888,
      "rewards/margins": 0.26864537596702576,
      "rewards/rejected": -0.5757122039794922,
      "step": 330
    },
    {
      "epoch": 11.380753138075313,
      "grad_norm": 1.1378768682479858,
      "learning_rate": 2.184875721949277e-06,
      "logits/chosen": 1.7889184951782227,
      "logits/rejected": 1.7863588333129883,
      "logps/chosen": -77.19974517822266,
      "logps/rejected": -74.92039489746094,
      "loss": 0.577,
      "rewards/accuracies": 0.8374999761581421,
      "rewards/chosen": -0.2269454449415207,
      "rewards/margins": 0.3004661798477173,
      "rewards/rejected": -0.5274116396903992,
      "step": 340
    },
    {
      "epoch": 11.715481171548117,
      "grad_norm": 1.0102859735488892,
      "learning_rate": 2.0362769991485514e-06,
      "logits/chosen": 1.6868798732757568,
      "logits/rejected": 1.743287444114685,
      "logps/chosen": -80.24299621582031,
      "logps/rejected": -91.3736343383789,
      "loss": 0.5825,
      "rewards/accuracies": 0.7250000238418579,
      "rewards/chosen": -0.2850210964679718,
      "rewards/margins": 0.30632922053337097,
      "rewards/rejected": -0.5913503170013428,
      "step": 350
    },
    {
      "epoch": 12.05020920502092,
      "grad_norm": 1.0598143339157104,
      "learning_rate": 1.8893574139429226e-06,
      "logits/chosen": 1.6859172582626343,
      "logits/rejected": 1.7635313272476196,
      "logps/chosen": -88.87372589111328,
      "logps/rejected": -93.02122497558594,
      "loss": 0.5819,
      "rewards/accuracies": 0.7749999761581421,
      "rewards/chosen": -0.317017138004303,
      "rewards/margins": 0.2608889639377594,
      "rewards/rejected": -0.5779060125350952,
      "step": 360
    },
    {
      "epoch": 12.384937238493723,
      "grad_norm": 1.0845669507980347,
      "learning_rate": 1.744648961076068e-06,
      "logits/chosen": 1.7980632781982422,
      "logits/rejected": 1.8205795288085938,
      "logps/chosen": -83.31995391845703,
      "logps/rejected": -87.28046417236328,
      "loss": 0.5737,
      "rewards/accuracies": 0.75,
      "rewards/chosen": -0.3205794394016266,
      "rewards/margins": 0.24214692413806915,
      "rewards/rejected": -0.5627263784408569,
      "step": 370
    },
    {
      "epoch": 12.719665271966527,
      "grad_norm": 1.180468201637268,
      "learning_rate": 1.602675628797636e-06,
      "logits/chosen": 1.8093292713165283,
      "logits/rejected": 1.8195394277572632,
      "logps/chosen": -99.64051055908203,
      "logps/rejected": -82.13116455078125,
      "loss": 0.5655,
      "rewards/accuracies": 0.8125,
      "rewards/chosen": -0.28717803955078125,
      "rewards/margins": 0.355060875415802,
      "rewards/rejected": -0.6422389149665833,
      "step": 380
    },
    {
      "epoch": 13.05439330543933,
      "grad_norm": 1.0443357229232788,
      "learning_rate": 1.4639515015056205e-06,
      "logits/chosen": 1.7365925312042236,
      "logits/rejected": 1.7514903545379639,
      "logps/chosen": -96.92813110351562,
      "logps/rejected": -83.5425796508789,
      "loss": 0.5654,
      "rewards/accuracies": 0.800000011920929,
      "rewards/chosen": -0.3064219653606415,
      "rewards/margins": 0.38930463790893555,
      "rewards/rejected": -0.6957265138626099,
      "step": 390
    },
    {
      "epoch": 13.389121338912133,
      "grad_norm": 1.2010602951049805,
      "learning_rate": 1.328978898250525e-06,
      "logits/chosen": 1.7649974822998047,
      "logits/rejected": 1.7864068746566772,
      "logps/chosen": -78.26787567138672,
      "logps/rejected": -82.81205749511719,
      "loss": 0.5713,
      "rewards/accuracies": 0.7749999761581421,
      "rewards/chosen": -0.32541388273239136,
      "rewards/margins": 0.34498968720436096,
      "rewards/rejected": -0.6704035997390747,
      "step": 400
    },
    {
      "epoch": 13.723849372384937,
      "grad_norm": 1.656805396080017,
      "learning_rate": 1.198246553841744e-06,
      "logits/chosen": 1.6543798446655273,
      "logits/rejected": 1.700377106666565,
      "logps/chosen": -88.14425659179688,
      "logps/rejected": -86.7034912109375,
      "loss": 0.5569,
      "rewards/accuracies": 0.824999988079071,
      "rewards/chosen": -0.307409405708313,
      "rewards/margins": 0.346424400806427,
      "rewards/rejected": -0.65383380651474,
      "step": 410
    },
    {
      "epoch": 14.05857740585774,
      "grad_norm": 1.3017597198486328,
      "learning_rate": 1.0722278491423998e-06,
      "logits/chosen": 1.861400842666626,
      "logits/rejected": 1.7919048070907593,
      "logps/chosen": -101.43531036376953,
      "logps/rejected": -77.99034881591797,
      "loss": 0.567,
      "rewards/accuracies": 0.675000011920929,
      "rewards/chosen": -0.34600889682769775,
      "rewards/margins": 0.2590746283531189,
      "rewards/rejected": -0.6050835251808167,
      "step": 420
    },
    {
      "epoch": 14.393305439330543,
      "grad_norm": 1.0269688367843628,
      "learning_rate": 9.513790969606926e-07,
      "logits/chosen": 1.809483289718628,
      "logits/rejected": 1.8456366062164307,
      "logps/chosen": -102.51566314697266,
      "logps/rejected": -104.2486343383789,
      "loss": 0.5605,
      "rewards/accuracies": 0.737500011920929,
      "rewards/chosen": -0.33636271953582764,
      "rewards/margins": 0.3720197379589081,
      "rewards/rejected": -0.7083825469017029,
      "step": 430
    },
    {
      "epoch": 14.728033472803347,
      "grad_norm": 1.0176596641540527,
      "learning_rate": 8.361378897445643e-07,
      "logits/chosen": 1.8125699758529663,
      "logits/rejected": 1.819248914718628,
      "logps/chosen": -83.56723022460938,
      "logps/rejected": -81.31576538085938,
      "loss": 0.5549,
      "rewards/accuracies": 0.75,
      "rewards/chosen": -0.321399986743927,
      "rewards/margins": 0.2679772973060608,
      "rewards/rejected": -0.5893772840499878,
      "step": 440
    },
    {
      "epoch": 15.06276150627615,
      "grad_norm": 1.1313916444778442,
      "learning_rate": 7.269215150626391e-07,
      "logits/chosen": 1.7356494665145874,
      "logits/rejected": 1.793581247329712,
      "logps/chosen": -80.0768051147461,
      "logps/rejected": -79.23683166503906,
      "loss": 0.5606,
      "rewards/accuracies": 0.7875000238418579,
      "rewards/chosen": -0.34324222803115845,
      "rewards/margins": 0.3662562370300293,
      "rewards/rejected": -0.7094983458518982,
      "step": 450
    },
    {
      "epoch": 15.397489539748953,
      "grad_norm": 1.1418852806091309,
      "learning_rate": 6.241254446089942e-07,
      "logits/chosen": 1.7430709600448608,
      "logits/rejected": 1.7953869104385376,
      "logps/chosen": -82.4347152709961,
      "logps/rejected": -82.4286880493164,
      "loss": 0.5545,
      "rewards/accuracies": 0.8500000238418579,
      "rewards/chosen": -0.3615425229072571,
      "rewards/margins": 0.35559993982315063,
      "rewards/rejected": -0.7171424031257629,
      "step": 460
    },
    {
      "epoch": 15.732217573221757,
      "grad_norm": 1.1025134325027466,
      "learning_rate": 5.281219022030423e-07,
      "logits/chosen": 1.655470848083496,
      "logits/rejected": 1.692399024963379,
      "logps/chosen": -101.62381744384766,
      "logps/rejected": -96.6092300415039,
      "loss": 0.5525,
      "rewards/accuracies": 0.7749999761581421,
      "rewards/chosen": -0.29976749420166016,
      "rewards/margins": 0.3946015238761902,
      "rewards/rejected": -0.6943690776824951,
      "step": 470
    },
    {
      "epoch": 16.06694560669456,
      "grad_norm": 1.2202156782150269,
      "learning_rate": 4.392585159698087e-07,
      "logits/chosen": 1.7376701831817627,
      "logits/rejected": 1.793471097946167,
      "logps/chosen": -89.61154174804688,
      "logps/rejected": -94.71632385253906,
      "loss": 0.5499,
      "rewards/accuracies": 0.8500000238418579,
      "rewards/chosen": -0.31332069635391235,
      "rewards/margins": 0.4189217984676361,
      "rewards/rejected": -0.7322424650192261,
      "step": 480
    },
    {
      "epoch": 16.401673640167363,
      "grad_norm": 1.1149810552597046,
      "learning_rate": 3.578570595810274e-07,
      "logits/chosen": 1.7718391418457031,
      "logits/rejected": 1.8273475170135498,
      "logps/chosen": -83.96971130371094,
      "logps/rejected": -92.80200958251953,
      "loss": 0.5471,
      "rewards/accuracies": 0.699999988079071,
      "rewards/chosen": -0.2852213978767395,
      "rewards/margins": 0.3351207673549652,
      "rewards/rejected": -0.6203421354293823,
      "step": 490
    },
    {
      "epoch": 16.736401673640167,
      "grad_norm": 1.0757339000701904,
      "learning_rate": 2.8421228711503127e-07,
      "logits/chosen": 1.7726856470108032,
      "logits/rejected": 1.836022973060608,
      "logps/chosen": -78.27845764160156,
      "logps/rejected": -83.48805236816406,
      "loss": 0.5539,
      "rewards/accuracies": 0.7250000238418579,
      "rewards/chosen": -0.34817034006118774,
      "rewards/margins": 0.2852809429168701,
      "rewards/rejected": -0.6334512829780579,
      "step": 500
    },
    {
      "epoch": 17.07112970711297,
      "grad_norm": 1.1488370895385742,
      "learning_rate": 2.1859086575439225e-07,
      "logits/chosen": 1.7012341022491455,
      "logits/rejected": 1.78024423122406,
      "logps/chosen": -84.58718872070312,
      "logps/rejected": -86.95068359375,
      "loss": 0.549,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": -0.291012704372406,
      "rewards/margins": 0.4876977801322937,
      "rewards/rejected": -0.7787104845046997,
      "step": 510
    },
    {
      "epoch": 17.405857740585773,
      "grad_norm": 1.1710774898529053,
      "learning_rate": 1.6123041018599766e-07,
      "logits/chosen": 1.7162996530532837,
      "logits/rejected": 1.7306814193725586,
      "logps/chosen": -93.86546325683594,
      "logps/rejected": -84.5029067993164,
      "loss": 0.5567,
      "rewards/accuracies": 0.8374999761581421,
      "rewards/chosen": -0.26384133100509644,
      "rewards/margins": 0.3909001052379608,
      "rewards/rejected": -0.6547414064407349,
      "step": 520
    },
    {
      "epoch": 17.740585774058577,
      "grad_norm": 1.0457745790481567,
      "learning_rate": 1.1233862220001168e-07,
      "logits/chosen": 1.729026436805725,
      "logits/rejected": 1.7938979864120483,
      "logps/chosen": -86.14263916015625,
      "logps/rejected": -109.89949798583984,
      "loss": 0.555,
      "rewards/accuracies": 0.824999988079071,
      "rewards/chosen": -0.37593385577201843,
      "rewards/margins": 0.41020965576171875,
      "rewards/rejected": -0.7861436009407043,
      "step": 530
    },
    {
      "epoch": 18.07531380753138,
      "grad_norm": 1.1671756505966187,
      "learning_rate": 7.209253860320897e-08,
      "logits/chosen": 1.797410011291504,
      "logits/rejected": 1.7258751392364502,
      "logps/chosen": -101.58478546142578,
      "logps/rejected": -81.59870910644531,
      "loss": 0.5493,
      "rewards/accuracies": 0.8125,
      "rewards/chosen": -0.36429405212402344,
      "rewards/margins": 0.3445179760456085,
      "rewards/rejected": -0.7088119983673096,
      "step": 540
    },
    {
      "epoch": 18.410041841004183,
      "grad_norm": 1.0843878984451294,
      "learning_rate": 4.063789016999331e-08,
      "logits/chosen": 1.7526544332504272,
      "logits/rejected": 1.7694238424301147,
      "logps/chosen": -91.79996490478516,
      "logps/rejected": -88.14305877685547,
      "loss": 0.5472,
      "rewards/accuracies": 0.8500000238418579,
      "rewards/chosen": -0.432400643825531,
      "rewards/margins": 0.34698057174682617,
      "rewards/rejected": -0.7793812155723572,
      "step": 550
    },
    {
      "epoch": 18.744769874476987,
      "grad_norm": 1.1687026023864746,
      "learning_rate": 1.808857395232788e-08,
      "logits/chosen": 1.8021119832992554,
      "logits/rejected": 1.8404823541641235,
      "logps/chosen": -101.54361724853516,
      "logps/rejected": -102.21680450439453,
      "loss": 0.5574,
      "rewards/accuracies": 0.824999988079071,
      "rewards/chosen": -0.32780179381370544,
      "rewards/margins": 0.34786924719810486,
      "rewards/rejected": -0.6756710410118103,
      "step": 560
    },
    {
      "epoch": 19.07949790794979,
      "grad_norm": 1.3505330085754395,
      "learning_rate": 4.526240859345499e-09,
      "logits/chosen": 1.7214359045028687,
      "logits/rejected": 1.7881813049316406,
      "logps/chosen": -74.24882507324219,
      "logps/rejected": -99.3295669555664,
      "loss": 0.5463,
      "rewards/accuracies": 0.7749999761581421,
      "rewards/chosen": -0.4312325417995453,
      "rewards/margins": 0.3562263250350952,
      "rewards/rejected": -0.7874588966369629,
      "step": 570
    },
    {
      "epoch": 19.414225941422593,
      "grad_norm": 1.1412781476974487,
      "learning_rate": 0.0,
      "logits/chosen": 1.8473981618881226,
      "logits/rejected": 1.784250259399414,
      "logps/chosen": -86.49626159667969,
      "logps/rejected": -79.94244384765625,
      "loss": 0.5464,
      "rewards/accuracies": 0.824999988079071,
      "rewards/chosen": -0.3426724970340729,
      "rewards/margins": 0.37268632650375366,
      "rewards/rejected": -0.7153588533401489,
      "step": 580
    },
    {
      "epoch": 19.414225941422593,
      "step": 580,
      "total_flos": 1.9755070908268544e+18,
      "train_loss": 0.6148436521661693,
      "train_runtime": 4276.8425,
      "train_samples_per_second": 8.922,
      "train_steps_per_second": 0.136
    }
  ],
  "logging_steps": 10,
  "max_steps": 580,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 50,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.9755070908268544e+18,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}