File size: 39,328 Bytes
530809e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
{
  "best_metric": 0.15150243043899536,
  "best_model_checkpoint": "saves/Llama-3.1-8B-Instruct/lora/saa-900/checkpoint-200",
  "epoch": 9.876543209876543,
  "eval_steps": 50,
  "global_step": 500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.19753086419753085,
      "grad_norm": 5.683405876159668,
      "learning_rate": 1.0000000000000002e-06,
      "logits/chosen": -0.4294208884239197,
      "logits/rejected": -0.5036857724189758,
      "logps/chosen": -1.7164901494979858,
      "logps/rejected": -2.1387689113616943,
      "loss": 1.77,
      "odds_ratio_loss": 15.52961540222168,
      "rewards/accuracies": 0.793749988079071,
      "rewards/chosen": -0.1716490387916565,
      "rewards/margins": 0.0422278493642807,
      "rewards/rejected": -0.2138768881559372,
      "sft_loss": 0.21705082058906555,
      "step": 10
    },
    {
      "epoch": 0.3950617283950617,
      "grad_norm": 7.8601579666137695,
      "learning_rate": 2.0000000000000003e-06,
      "logits/chosen": -0.41924962401390076,
      "logits/rejected": -0.4839371144771576,
      "logps/chosen": -1.7584301233291626,
      "logps/rejected": -2.1139349937438965,
      "loss": 1.8145,
      "odds_ratio_loss": 15.842885971069336,
      "rewards/accuracies": 0.7562500238418579,
      "rewards/chosen": -0.1758430302143097,
      "rewards/margins": 0.03555048629641533,
      "rewards/rejected": -0.21139350533485413,
      "sft_loss": 0.23018595576286316,
      "step": 20
    },
    {
      "epoch": 0.5925925925925926,
      "grad_norm": 8.10688591003418,
      "learning_rate": 3e-06,
      "logits/chosen": -0.4261442720890045,
      "logits/rejected": -0.5029150247573853,
      "logps/chosen": -1.730046033859253,
      "logps/rejected": -2.217639684677124,
      "loss": 1.781,
      "odds_ratio_loss": 15.661776542663574,
      "rewards/accuracies": 0.800000011920929,
      "rewards/chosen": -0.173004612326622,
      "rewards/margins": 0.048759374767541885,
      "rewards/rejected": -0.2217639982700348,
      "sft_loss": 0.21483230590820312,
      "step": 30
    },
    {
      "epoch": 0.7901234567901234,
      "grad_norm": 6.699493885040283,
      "learning_rate": 4.000000000000001e-06,
      "logits/chosen": -0.41258639097213745,
      "logits/rejected": -0.4953138828277588,
      "logps/chosen": -1.566969633102417,
      "logps/rejected": -2.103066921234131,
      "loss": 1.6158,
      "odds_ratio_loss": 14.229395866394043,
      "rewards/accuracies": 0.7875000238418579,
      "rewards/chosen": -0.15669694542884827,
      "rewards/margins": 0.053609758615493774,
      "rewards/rejected": -0.21030668914318085,
      "sft_loss": 0.19286662340164185,
      "step": 40
    },
    {
      "epoch": 0.9876543209876543,
      "grad_norm": 9.212828636169434,
      "learning_rate": 5e-06,
      "logits/chosen": -0.4587825834751129,
      "logits/rejected": -0.5460661053657532,
      "logps/chosen": -1.524173378944397,
      "logps/rejected": -1.9827760457992554,
      "loss": 1.5773,
      "odds_ratio_loss": 13.699198722839355,
      "rewards/accuracies": 0.762499988079071,
      "rewards/chosen": -0.15241733193397522,
      "rewards/margins": 0.04586028307676315,
      "rewards/rejected": -0.19827762246131897,
      "sft_loss": 0.20735812187194824,
      "step": 50
    },
    {
      "epoch": 0.9876543209876543,
      "eval_logits/chosen": -0.4034404754638672,
      "eval_logits/rejected": -0.46630287170410156,
      "eval_logps/chosen": -1.3146759271621704,
      "eval_logps/rejected": -1.754432201385498,
      "eval_loss": 1.3696272373199463,
      "eval_odds_ratio_loss": 11.865678787231445,
      "eval_rewards/accuracies": 0.7666666507720947,
      "eval_rewards/chosen": -0.13146759569644928,
      "eval_rewards/margins": 0.04397563263773918,
      "eval_rewards/rejected": -0.17544323205947876,
      "eval_runtime": 3.7458,
      "eval_samples_per_second": 24.027,
      "eval_sft_loss": 0.18305927515029907,
      "eval_steps_per_second": 12.013,
      "step": 50
    },
    {
      "epoch": 1.1851851851851851,
      "grad_norm": 4.2851243019104,
      "learning_rate": 4.993910125649561e-06,
      "logits/chosen": -0.42754077911376953,
      "logits/rejected": -0.49272727966308594,
      "logps/chosen": -1.14907968044281,
      "logps/rejected": -1.5600894689559937,
      "loss": 1.2014,
      "odds_ratio_loss": 10.684017181396484,
      "rewards/accuracies": 0.762499988079071,
      "rewards/chosen": -0.11490797996520996,
      "rewards/margins": 0.041100967675447464,
      "rewards/rejected": -0.15600894391536713,
      "sft_loss": 0.13294857740402222,
      "step": 60
    },
    {
      "epoch": 1.382716049382716,
      "grad_norm": 2.6753902435302734,
      "learning_rate": 4.975670171853926e-06,
      "logits/chosen": -0.42295628786087036,
      "logits/rejected": -0.5050143003463745,
      "logps/chosen": -0.8449110984802246,
      "logps/rejected": -1.3062922954559326,
      "loss": 0.8939,
      "odds_ratio_loss": 7.972494602203369,
      "rewards/accuracies": 0.7875000238418579,
      "rewards/chosen": -0.08449110388755798,
      "rewards/margins": 0.04613811895251274,
      "rewards/rejected": -0.13062922656536102,
      "sft_loss": 0.09666236490011215,
      "step": 70
    },
    {
      "epoch": 1.5802469135802468,
      "grad_norm": 2.68009090423584,
      "learning_rate": 4.9453690018345144e-06,
      "logits/chosen": -0.41366061568260193,
      "logits/rejected": -0.5027936100959778,
      "logps/chosen": -0.5736119151115417,
      "logps/rejected": -1.0685169696807861,
      "loss": 0.6186,
      "odds_ratio_loss": 5.562970161437988,
      "rewards/accuracies": 0.8062499761581421,
      "rewards/chosen": -0.057361193001270294,
      "rewards/margins": 0.04949050396680832,
      "rewards/rejected": -0.10685168206691742,
      "sft_loss": 0.06228654831647873,
      "step": 80
    },
    {
      "epoch": 1.7777777777777777,
      "grad_norm": 2.270496129989624,
      "learning_rate": 4.903154239845798e-06,
      "logits/chosen": -0.4178565442562103,
      "logits/rejected": -0.48920226097106934,
      "logps/chosen": -0.3355949819087982,
      "logps/rejected": -0.902151882648468,
      "loss": 0.3717,
      "odds_ratio_loss": 3.370701551437378,
      "rewards/accuracies": 0.8500000238418579,
      "rewards/chosen": -0.03355949744582176,
      "rewards/margins": 0.05665569379925728,
      "rewards/rejected": -0.09021519124507904,
      "sft_loss": 0.03466098755598068,
      "step": 90
    },
    {
      "epoch": 1.9753086419753085,
      "grad_norm": 2.1452736854553223,
      "learning_rate": 4.849231551964771e-06,
      "logits/chosen": -0.39813241362571716,
      "logits/rejected": -0.4744625985622406,
      "logps/chosen": -0.22052116692066193,
      "logps/rejected": -0.8172726631164551,
      "loss": 0.2518,
      "odds_ratio_loss": 2.2916011810302734,
      "rewards/accuracies": 0.856249988079071,
      "rewards/chosen": -0.02205212041735649,
      "rewards/margins": 0.05967513844370842,
      "rewards/rejected": -0.08172726631164551,
      "sft_loss": 0.022620398551225662,
      "step": 100
    },
    {
      "epoch": 1.9753086419753085,
      "eval_logits/chosen": -0.3780798316001892,
      "eval_logits/rejected": -0.448334664106369,
      "eval_logps/chosen": -0.18976576626300812,
      "eval_logps/rejected": -0.7320783734321594,
      "eval_loss": 0.23485496640205383,
      "eval_odds_ratio_loss": 2.1322858333587646,
      "eval_rewards/accuracies": 0.8111110925674438,
      "eval_rewards/chosen": -0.018976576626300812,
      "eval_rewards/margins": 0.05423126742243767,
      "eval_rewards/rejected": -0.07320784032344818,
      "eval_runtime": 3.7439,
      "eval_samples_per_second": 24.039,
      "eval_sft_loss": 0.02162640169262886,
      "eval_steps_per_second": 12.02,
      "step": 100
    },
    {
      "epoch": 2.1728395061728394,
      "grad_norm": 2.2345616817474365,
      "learning_rate": 4.783863644106502e-06,
      "logits/chosen": -0.43218794465065,
      "logits/rejected": -0.4891538619995117,
      "logps/chosen": -0.18616971373558044,
      "logps/rejected": -0.6744140386581421,
      "loss": 0.2306,
      "odds_ratio_loss": 2.0546927452087402,
      "rewards/accuracies": 0.793749988079071,
      "rewards/chosen": -0.018616970628499985,
      "rewards/margins": 0.048824433237314224,
      "rewards/rejected": -0.06744140386581421,
      "sft_loss": 0.025166219100356102,
      "step": 110
    },
    {
      "epoch": 2.3703703703703702,
      "grad_norm": 1.977693796157837,
      "learning_rate": 4.707368982147318e-06,
      "logits/chosen": -0.4379637837409973,
      "logits/rejected": -0.5003925561904907,
      "logps/chosen": -0.11895088851451874,
      "logps/rejected": -0.6111856698989868,
      "loss": 0.1586,
      "odds_ratio_loss": 1.449549674987793,
      "rewards/accuracies": 0.831250011920929,
      "rewards/chosen": -0.011895090341567993,
      "rewards/margins": 0.04922347515821457,
      "rewards/rejected": -0.06111856549978256,
      "sft_loss": 0.01368994265794754,
      "step": 120
    },
    {
      "epoch": 2.567901234567901,
      "grad_norm": 0.721815288066864,
      "learning_rate": 4.620120240391065e-06,
      "logits/chosen": -0.3538777828216553,
      "logits/rejected": -0.4279879927635193,
      "logps/chosen": -0.09486258774995804,
      "logps/rejected": -0.7161315679550171,
      "loss": 0.1321,
      "odds_ratio_loss": 1.2123935222625732,
      "rewards/accuracies": 0.84375,
      "rewards/chosen": -0.009486258029937744,
      "rewards/margins": 0.062126897275447845,
      "rewards/rejected": -0.07161315530538559,
      "sft_loss": 0.010894850827753544,
      "step": 130
    },
    {
      "epoch": 2.765432098765432,
      "grad_norm": 1.1547597646713257,
      "learning_rate": 4.522542485937369e-06,
      "logits/chosen": -0.38979417085647583,
      "logits/rejected": -0.45057815313339233,
      "logps/chosen": -0.0999944657087326,
      "logps/rejected": -0.7246894836425781,
      "loss": 0.1326,
      "odds_ratio_loss": 1.1918091773986816,
      "rewards/accuracies": 0.84375,
      "rewards/chosen": -0.009999445639550686,
      "rewards/margins": 0.06246950477361679,
      "rewards/rejected": -0.07246895134449005,
      "sft_loss": 0.013394972309470177,
      "step": 140
    },
    {
      "epoch": 2.962962962962963,
      "grad_norm": 1.2962913513183594,
      "learning_rate": 4.415111107797445e-06,
      "logits/chosen": -0.3816613554954529,
      "logits/rejected": -0.43519797921180725,
      "logps/chosen": -0.09587013721466064,
      "logps/rejected": -0.5622029304504395,
      "loss": 0.1304,
      "odds_ratio_loss": 1.182822823524475,
      "rewards/accuracies": 0.824999988079071,
      "rewards/chosen": -0.009587015025317669,
      "rewards/margins": 0.0466332733631134,
      "rewards/rejected": -0.05622028559446335,
      "sft_loss": 0.012101124040782452,
      "step": 150
    },
    {
      "epoch": 2.962962962962963,
      "eval_logits/chosen": -0.345350980758667,
      "eval_logits/rejected": -0.4031663239002228,
      "eval_logps/chosen": -0.10941138863563538,
      "eval_logps/rejected": -0.6116734147071838,
      "eval_loss": 0.15299223363399506,
      "eval_odds_ratio_loss": 1.3987985849380493,
      "eval_rewards/accuracies": 0.8111110925674438,
      "eval_rewards/chosen": -0.010941138491034508,
      "eval_rewards/margins": 0.050226207822561264,
      "eval_rewards/rejected": -0.061167340725660324,
      "eval_runtime": 3.741,
      "eval_samples_per_second": 24.058,
      "eval_sft_loss": 0.013112363405525684,
      "eval_steps_per_second": 12.029,
      "step": 150
    },
    {
      "epoch": 3.1604938271604937,
      "grad_norm": 1.6140797138214111,
      "learning_rate": 4.2983495008466285e-06,
      "logits/chosen": -0.3475257158279419,
      "logits/rejected": -0.4172907769680023,
      "logps/chosen": -0.0872744545340538,
      "logps/rejected": -0.547534167766571,
      "loss": 0.1283,
      "odds_ratio_loss": 1.1653860807418823,
      "rewards/accuracies": 0.7875000238418579,
      "rewards/chosen": -0.008727445267140865,
      "rewards/margins": 0.046025972813367844,
      "rewards/rejected": -0.05475341156125069,
      "sft_loss": 0.011779388412833214,
      "step": 160
    },
    {
      "epoch": 3.3580246913580245,
      "grad_norm": 1.6337134838104248,
      "learning_rate": 4.172826515897146e-06,
      "logits/chosen": -0.3779260814189911,
      "logits/rejected": -0.44266828894615173,
      "logps/chosen": -0.08930256962776184,
      "logps/rejected": -0.6787833571434021,
      "loss": 0.1222,
      "odds_ratio_loss": 1.113948106765747,
      "rewards/accuracies": 0.856249988079071,
      "rewards/chosen": -0.008930256590247154,
      "rewards/margins": 0.058948077261447906,
      "rewards/rejected": -0.06787833571434021,
      "sft_loss": 0.01077614352107048,
      "step": 170
    },
    {
      "epoch": 3.5555555555555554,
      "grad_norm": 1.329077959060669,
      "learning_rate": 4.039153688314146e-06,
      "logits/chosen": -0.3644777834415436,
      "logits/rejected": -0.4096454977989197,
      "logps/chosen": -0.07825501263141632,
      "logps/rejected": -0.5899345874786377,
      "loss": 0.1135,
      "odds_ratio_loss": 1.0353591442108154,
      "rewards/accuracies": 0.8374999761581421,
      "rewards/chosen": -0.007825501263141632,
      "rewards/margins": 0.05116795748472214,
      "rewards/rejected": -0.05899345874786377,
      "sft_loss": 0.009976235218346119,
      "step": 180
    },
    {
      "epoch": 3.753086419753086,
      "grad_norm": 2.1350457668304443,
      "learning_rate": 3.897982258676867e-06,
      "logits/chosen": -0.342695415019989,
      "logits/rejected": -0.41270384192466736,
      "logps/chosen": -0.09099350869655609,
      "logps/rejected": -0.6971117854118347,
      "loss": 0.1184,
      "odds_ratio_loss": 1.0633059740066528,
      "rewards/accuracies": 0.856249988079071,
      "rewards/chosen": -0.009099351242184639,
      "rewards/margins": 0.06061183288693428,
      "rewards/rejected": -0.06971118599176407,
      "sft_loss": 0.012052880600094795,
      "step": 190
    },
    {
      "epoch": 3.950617283950617,
      "grad_norm": 1.1367535591125488,
      "learning_rate": 3.7500000000000005e-06,
      "logits/chosen": -0.3970497250556946,
      "logits/rejected": -0.4613776206970215,
      "logps/chosen": -0.07991655170917511,
      "logps/rejected": -0.6025404334068298,
      "loss": 0.1129,
      "odds_ratio_loss": 1.0367439985275269,
      "rewards/accuracies": 0.824999988079071,
      "rewards/chosen": -0.007991654798388481,
      "rewards/margins": 0.05226239562034607,
      "rewards/rejected": -0.0602540448307991,
      "sft_loss": 0.009189181961119175,
      "step": 200
    },
    {
      "epoch": 3.950617283950617,
      "eval_logits/chosen": -0.34801948070526123,
      "eval_logits/rejected": -0.4030517041683197,
      "eval_logps/chosen": -0.10840340703725815,
      "eval_logps/rejected": -0.5819076299667358,
      "eval_loss": 0.15150243043899536,
      "eval_odds_ratio_loss": 1.3828411102294922,
      "eval_rewards/accuracies": 0.8222222328186035,
      "eval_rewards/chosen": -0.010840341448783875,
      "eval_rewards/margins": 0.04735042154788971,
      "eval_rewards/rejected": -0.058190762996673584,
      "eval_runtime": 3.7401,
      "eval_samples_per_second": 24.064,
      "eval_sft_loss": 0.013218320906162262,
      "eval_steps_per_second": 12.032,
      "step": 200
    },
    {
      "epoch": 4.148148148148148,
      "grad_norm": 1.6960663795471191,
      "learning_rate": 3.595927866972694e-06,
      "logits/chosen": -0.3732069432735443,
      "logits/rejected": -0.4440130293369293,
      "logps/chosen": -0.06717614084482193,
      "logps/rejected": -0.516498327255249,
      "loss": 0.0942,
      "odds_ratio_loss": 0.8479182124137878,
      "rewards/accuracies": 0.8374999761581421,
      "rewards/chosen": -0.006717613898217678,
      "rewards/margins": 0.04493222385644913,
      "rewards/rejected": -0.05164983123540878,
      "sft_loss": 0.009402485564351082,
      "step": 210
    },
    {
      "epoch": 4.345679012345679,
      "grad_norm": 0.9651530385017395,
      "learning_rate": 3.436516483539781e-06,
      "logits/chosen": -0.3677094578742981,
      "logits/rejected": -0.4239886403083801,
      "logps/chosen": -0.09318893402814865,
      "logps/rejected": -0.6319376230239868,
      "loss": 0.13,
      "odds_ratio_loss": 1.189330816268921,
      "rewards/accuracies": 0.831250011920929,
      "rewards/chosen": -0.009318893775343895,
      "rewards/margins": 0.053874872624874115,
      "rewards/rejected": -0.06319376826286316,
      "sft_loss": 0.011091579683125019,
      "step": 220
    },
    {
      "epoch": 4.54320987654321,
      "grad_norm": 1.0926239490509033,
      "learning_rate": 3.272542485937369e-06,
      "logits/chosen": -0.41018205881118774,
      "logits/rejected": -0.48241281509399414,
      "logps/chosen": -0.06124984472990036,
      "logps/rejected": -0.6271657347679138,
      "loss": 0.0887,
      "odds_ratio_loss": 0.8028218150138855,
      "rewards/accuracies": 0.8500000238418579,
      "rewards/chosen": -0.006124985404312611,
      "rewards/margins": 0.056591589003801346,
      "rewards/rejected": -0.06271658092737198,
      "sft_loss": 0.008464094251394272,
      "step": 230
    },
    {
      "epoch": 4.7407407407407405,
      "grad_norm": 1.5143941640853882,
      "learning_rate": 3.1048047389991693e-06,
      "logits/chosen": -0.36270713806152344,
      "logits/rejected": -0.4348696172237396,
      "logps/chosen": -0.05753596872091293,
      "logps/rejected": -0.6398877501487732,
      "loss": 0.0825,
      "odds_ratio_loss": 0.7441199421882629,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": -0.005753597244620323,
      "rewards/margins": 0.058235179632902145,
      "rewards/rejected": -0.06398877501487732,
      "sft_loss": 0.008074344135820866,
      "step": 240
    },
    {
      "epoch": 4.938271604938271,
      "grad_norm": 1.6572201251983643,
      "learning_rate": 2.9341204441673267e-06,
      "logits/chosen": -0.3572860658168793,
      "logits/rejected": -0.41670694947242737,
      "logps/chosen": -0.09173234552145004,
      "logps/rejected": -0.7026180028915405,
      "loss": 0.1194,
      "odds_ratio_loss": 1.0817253589630127,
      "rewards/accuracies": 0.84375,
      "rewards/chosen": -0.009173234924674034,
      "rewards/margins": 0.061088573187589645,
      "rewards/rejected": -0.07026181370019913,
      "sft_loss": 0.011259505525231361,
      "step": 250
    },
    {
      "epoch": 4.938271604938271,
      "eval_logits/chosen": -0.3416781425476074,
      "eval_logits/rejected": -0.3981509208679199,
      "eval_logps/chosen": -0.10881069302558899,
      "eval_logps/rejected": -0.641668975353241,
      "eval_loss": 0.15224343538284302,
      "eval_odds_ratio_loss": 1.3890637159347534,
      "eval_rewards/accuracies": 0.8222222328186035,
      "eval_rewards/chosen": -0.01088106818497181,
      "eval_rewards/margins": 0.053285837173461914,
      "eval_rewards/rejected": -0.06416690349578857,
      "eval_runtime": 3.7429,
      "eval_samples_per_second": 24.045,
      "eval_sft_loss": 0.01333706360310316,
      "eval_steps_per_second": 12.023,
      "step": 250
    },
    {
      "epoch": 5.135802469135802,
      "grad_norm": 0.6316437721252441,
      "learning_rate": 2.761321158169134e-06,
      "logits/chosen": -0.38472387194633484,
      "logits/rejected": -0.43845945596694946,
      "logps/chosen": -0.08237903565168381,
      "logps/rejected": -0.6897364854812622,
      "loss": 0.1098,
      "odds_ratio_loss": 1.019060730934143,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": -0.00823790393769741,
      "rewards/margins": 0.06073574349284172,
      "rewards/rejected": -0.06897365301847458,
      "sft_loss": 0.007918295450508595,
      "step": 260
    },
    {
      "epoch": 5.333333333333333,
      "grad_norm": 2.247709035873413,
      "learning_rate": 2.587248741756253e-06,
      "logits/chosen": -0.33236485719680786,
      "logits/rejected": -0.41399604082107544,
      "logps/chosen": -0.06683196127414703,
      "logps/rejected": -0.745326578617096,
      "loss": 0.0981,
      "odds_ratio_loss": 0.897613525390625,
      "rewards/accuracies": 0.856249988079071,
      "rewards/chosen": -0.0066831959411501884,
      "rewards/margins": 0.06784946471452713,
      "rewards/rejected": -0.07453266531229019,
      "sft_loss": 0.008373981341719627,
      "step": 270
    },
    {
      "epoch": 5.530864197530864,
      "grad_norm": 3.0054218769073486,
      "learning_rate": 2.4127512582437486e-06,
      "logits/chosen": -0.38011887669563293,
      "logits/rejected": -0.4398444592952728,
      "logps/chosen": -0.07033652812242508,
      "logps/rejected": -0.6755497455596924,
      "loss": 0.0967,
      "odds_ratio_loss": 0.8789058923721313,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": -0.007033653557300568,
      "rewards/margins": 0.06052132323384285,
      "rewards/rejected": -0.06755497306585312,
      "sft_loss": 0.008822395466268063,
      "step": 280
    },
    {
      "epoch": 5.728395061728395,
      "grad_norm": 1.2473162412643433,
      "learning_rate": 2.238678841830867e-06,
      "logits/chosen": -0.35760438442230225,
      "logits/rejected": -0.432979017496109,
      "logps/chosen": -0.05806203559041023,
      "logps/rejected": -0.6580389142036438,
      "loss": 0.0822,
      "odds_ratio_loss": 0.7390257716178894,
      "rewards/accuracies": 0.8687499761581421,
      "rewards/chosen": -0.005806203465908766,
      "rewards/margins": 0.05999768525362015,
      "rewards/rejected": -0.0658038854598999,
      "sft_loss": 0.008302577771246433,
      "step": 290
    },
    {
      "epoch": 5.925925925925926,
      "grad_norm": 1.7050279378890991,
      "learning_rate": 2.0658795558326745e-06,
      "logits/chosen": -0.39829307794570923,
      "logits/rejected": -0.4691620469093323,
      "logps/chosen": -0.06409647315740585,
      "logps/rejected": -0.6852135062217712,
      "loss": 0.0898,
      "odds_ratio_loss": 0.8166918754577637,
      "rewards/accuracies": 0.862500011920929,
      "rewards/chosen": -0.00640964787453413,
      "rewards/margins": 0.062111712992191315,
      "rewards/rejected": -0.06852135807275772,
      "sft_loss": 0.00808151438832283,
      "step": 300
    },
    {
      "epoch": 5.925925925925926,
      "eval_logits/chosen": -0.3401709198951721,
      "eval_logits/rejected": -0.39598190784454346,
      "eval_logps/chosen": -0.11005988717079163,
      "eval_logps/rejected": -0.6839298605918884,
      "eval_loss": 0.153494730591774,
      "eval_odds_ratio_loss": 1.3989084959030151,
      "eval_rewards/accuracies": 0.8111110925674438,
      "eval_rewards/chosen": -0.011005990207195282,
      "eval_rewards/margins": 0.05738700181245804,
      "eval_rewards/rejected": -0.06839299947023392,
      "eval_runtime": 3.7412,
      "eval_samples_per_second": 24.056,
      "eval_sft_loss": 0.0136038763448596,
      "eval_steps_per_second": 12.028,
      "step": 300
    },
    {
      "epoch": 6.1234567901234565,
      "grad_norm": 0.6541029214859009,
      "learning_rate": 1.895195261000831e-06,
      "logits/chosen": -0.3678016662597656,
      "logits/rejected": -0.4242876470088959,
      "logps/chosen": -0.07081776112318039,
      "logps/rejected": -0.746510922908783,
      "loss": 0.0894,
      "odds_ratio_loss": 0.7998540997505188,
      "rewards/accuracies": 0.9125000238418579,
      "rewards/chosen": -0.007081775926053524,
      "rewards/margins": 0.0675693154335022,
      "rewards/rejected": -0.0746510922908783,
      "sft_loss": 0.009410968981683254,
      "step": 310
    },
    {
      "epoch": 6.320987654320987,
      "grad_norm": 1.3137905597686768,
      "learning_rate": 1.7274575140626318e-06,
      "logits/chosen": -0.38049232959747314,
      "logits/rejected": -0.4344969391822815,
      "logps/chosen": -0.06233459711074829,
      "logps/rejected": -0.6675801277160645,
      "loss": 0.0862,
      "odds_ratio_loss": 0.7855814695358276,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": -0.006233459338545799,
      "rewards/margins": 0.060524553060531616,
      "rewards/rejected": -0.06675801426172256,
      "sft_loss": 0.007671413477510214,
      "step": 320
    },
    {
      "epoch": 6.518518518518518,
      "grad_norm": 1.7016428709030151,
      "learning_rate": 1.56348351646022e-06,
      "logits/chosen": -0.35415560007095337,
      "logits/rejected": -0.4285738468170166,
      "logps/chosen": -0.06706033647060394,
      "logps/rejected": -0.7278292775154114,
      "loss": 0.0952,
      "odds_ratio_loss": 0.8702393770217896,
      "rewards/accuracies": 0.8687499761581421,
      "rewards/chosen": -0.0067060342989861965,
      "rewards/margins": 0.06607688963413239,
      "rewards/rejected": -0.07278293371200562,
      "sft_loss": 0.008213361725211143,
      "step": 330
    },
    {
      "epoch": 6.716049382716049,
      "grad_norm": 1.7326641082763672,
      "learning_rate": 1.4040721330273063e-06,
      "logits/chosen": -0.355478435754776,
      "logits/rejected": -0.42061376571655273,
      "logps/chosen": -0.057823676615953445,
      "logps/rejected": -0.6569600105285645,
      "loss": 0.0825,
      "odds_ratio_loss": 0.7589547634124756,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": -0.005782367195934057,
      "rewards/margins": 0.05991363525390625,
      "rewards/rejected": -0.06569599360227585,
      "sft_loss": 0.006640643812716007,
      "step": 340
    },
    {
      "epoch": 6.91358024691358,
      "grad_norm": 2.150254011154175,
      "learning_rate": 1.2500000000000007e-06,
      "logits/chosen": -0.3611661493778229,
      "logits/rejected": -0.43402963876724243,
      "logps/chosen": -0.06616374105215073,
      "logps/rejected": -0.7352410554885864,
      "loss": 0.0928,
      "odds_ratio_loss": 0.8426556587219238,
      "rewards/accuracies": 0.856249988079071,
      "rewards/chosen": -0.00661637494340539,
      "rewards/margins": 0.06690772622823715,
      "rewards/rejected": -0.0735241025686264,
      "sft_loss": 0.00857949536293745,
      "step": 350
    },
    {
      "epoch": 6.91358024691358,
      "eval_logits/chosen": -0.33941933512687683,
      "eval_logits/rejected": -0.39487287402153015,
      "eval_logps/chosen": -0.11251324415206909,
      "eval_logps/rejected": -0.679356038570404,
      "eval_loss": 0.1572149693965912,
      "eval_odds_ratio_loss": 1.431775450706482,
      "eval_rewards/accuracies": 0.7888888716697693,
      "eval_rewards/chosen": -0.011251323856413364,
      "eval_rewards/margins": 0.05668427795171738,
      "eval_rewards/rejected": -0.06793560087680817,
      "eval_runtime": 3.7421,
      "eval_samples_per_second": 24.05,
      "eval_sft_loss": 0.014037418179214,
      "eval_steps_per_second": 12.025,
      "step": 350
    },
    {
      "epoch": 7.111111111111111,
      "grad_norm": 2.0509181022644043,
      "learning_rate": 1.1020177413231334e-06,
      "logits/chosen": -0.3650658130645752,
      "logits/rejected": -0.4295966625213623,
      "logps/chosen": -0.057928264141082764,
      "logps/rejected": -0.6719712615013123,
      "loss": 0.084,
      "odds_ratio_loss": 0.771135687828064,
      "rewards/accuracies": 0.875,
      "rewards/chosen": -0.005792826414108276,
      "rewards/margins": 0.061404310166835785,
      "rewards/rejected": -0.06719712913036346,
      "sft_loss": 0.006877593696117401,
      "step": 360
    },
    {
      "epoch": 7.308641975308642,
      "grad_norm": 3.04136323928833,
      "learning_rate": 9.608463116858544e-07,
      "logits/chosen": -0.4004891812801361,
      "logits/rejected": -0.45741385221481323,
      "logps/chosen": -0.06307969242334366,
      "logps/rejected": -0.67022705078125,
      "loss": 0.0872,
      "odds_ratio_loss": 0.7940786480903625,
      "rewards/accuracies": 0.8999999761581421,
      "rewards/chosen": -0.006307969335466623,
      "rewards/margins": 0.060714732855558395,
      "rewards/rejected": -0.06702270358800888,
      "sft_loss": 0.00781711470335722,
      "step": 370
    },
    {
      "epoch": 7.506172839506172,
      "grad_norm": 1.3740649223327637,
      "learning_rate": 8.271734841028553e-07,
      "logits/chosen": -0.3516360819339752,
      "logits/rejected": -0.4145506024360657,
      "logps/chosen": -0.06131374090909958,
      "logps/rejected": -0.8121838569641113,
      "loss": 0.084,
      "odds_ratio_loss": 0.779072642326355,
      "rewards/accuracies": 0.893750011920929,
      "rewards/chosen": -0.006131374277174473,
      "rewards/margins": 0.07508701831102371,
      "rewards/rejected": -0.08121839910745621,
      "sft_loss": 0.006131037604063749,
      "step": 380
    },
    {
      "epoch": 7.703703703703704,
      "grad_norm": 1.9797685146331787,
      "learning_rate": 7.016504991533727e-07,
      "logits/chosen": -0.37762802839279175,
      "logits/rejected": -0.4341215491294861,
      "logps/chosen": -0.06214147061109543,
      "logps/rejected": -0.7485532164573669,
      "loss": 0.0882,
      "odds_ratio_loss": 0.8045924305915833,
      "rewards/accuracies": 0.8687499761581421,
      "rewards/chosen": -0.006214146967977285,
      "rewards/margins": 0.06864118576049805,
      "rewards/rejected": -0.07485532760620117,
      "sft_loss": 0.007714971899986267,
      "step": 390
    },
    {
      "epoch": 7.901234567901234,
      "grad_norm": 1.4376161098480225,
      "learning_rate": 5.848888922025553e-07,
      "logits/chosen": -0.3702755868434906,
      "logits/rejected": -0.43015074729919434,
      "logps/chosen": -0.06369648873806,
      "logps/rejected": -0.6736232042312622,
      "loss": 0.0855,
      "odds_ratio_loss": 0.7752313613891602,
      "rewards/accuracies": 0.893750011920929,
      "rewards/chosen": -0.0063696494325995445,
      "rewards/margins": 0.06099267676472664,
      "rewards/rejected": -0.06736232340335846,
      "sft_loss": 0.007961621508002281,
      "step": 400
    },
    {
      "epoch": 7.901234567901234,
      "eval_logits/chosen": -0.3374575674533844,
      "eval_logits/rejected": -0.39353418350219727,
      "eval_logps/chosen": -0.11246351897716522,
      "eval_logps/rejected": -0.7215471267700195,
      "eval_loss": 0.1577637493610382,
      "eval_odds_ratio_loss": 1.4393588304519653,
      "eval_rewards/accuracies": 0.800000011920929,
      "eval_rewards/chosen": -0.011246351525187492,
      "eval_rewards/margins": 0.060908351093530655,
      "eval_rewards/rejected": -0.072154700756073,
      "eval_runtime": 3.7403,
      "eval_samples_per_second": 24.062,
      "eval_sft_loss": 0.013827885501086712,
      "eval_steps_per_second": 12.031,
      "step": 400
    },
    {
      "epoch": 8.098765432098766,
      "grad_norm": 0.5824891328811646,
      "learning_rate": 4.774575140626317e-07,
      "logits/chosen": -0.3890485167503357,
      "logits/rejected": -0.4562603533267975,
      "logps/chosen": -0.052860356867313385,
      "logps/rejected": -0.8017857670783997,
      "loss": 0.0769,
      "odds_ratio_loss": 0.7033621072769165,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": -0.005286035593599081,
      "rewards/margins": 0.07489253580570221,
      "rewards/rejected": -0.08017858117818832,
      "sft_loss": 0.00657792529091239,
      "step": 410
    },
    {
      "epoch": 8.296296296296296,
      "grad_norm": 2.3090314865112305,
      "learning_rate": 3.798797596089351e-07,
      "logits/chosen": -0.36521631479263306,
      "logits/rejected": -0.43496161699295044,
      "logps/chosen": -0.052145786583423615,
      "logps/rejected": -0.6766245365142822,
      "loss": 0.0738,
      "odds_ratio_loss": 0.6751989722251892,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": -0.0052145784720778465,
      "rewards/margins": 0.062447868287563324,
      "rewards/rejected": -0.06766244769096375,
      "sft_loss": 0.0063272216357290745,
      "step": 420
    },
    {
      "epoch": 8.493827160493828,
      "grad_norm": 3.1166369915008545,
      "learning_rate": 2.9263101785268253e-07,
      "logits/chosen": -0.3338077664375305,
      "logits/rejected": -0.4001466631889343,
      "logps/chosen": -0.05268881469964981,
      "logps/rejected": -0.8022252321243286,
      "loss": 0.0766,
      "odds_ratio_loss": 0.6915222406387329,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": -0.005268882028758526,
      "rewards/margins": 0.07495363801717758,
      "rewards/rejected": -0.08022252470254898,
      "sft_loss": 0.007409657351672649,
      "step": 430
    },
    {
      "epoch": 8.691358024691358,
      "grad_norm": 2.2428250312805176,
      "learning_rate": 2.1613635589349756e-07,
      "logits/chosen": -0.3932591676712036,
      "logits/rejected": -0.4431510865688324,
      "logps/chosen": -0.05874771624803543,
      "logps/rejected": -0.8061612844467163,
      "loss": 0.0783,
      "odds_ratio_loss": 0.7208496928215027,
      "rewards/accuracies": 0.925000011920929,
      "rewards/chosen": -0.005874771624803543,
      "rewards/margins": 0.07474134862422943,
      "rewards/rejected": -0.08061611652374268,
      "sft_loss": 0.006212843116372824,
      "step": 440
    },
    {
      "epoch": 8.88888888888889,
      "grad_norm": 2.0012757778167725,
      "learning_rate": 1.507684480352292e-07,
      "logits/chosen": -0.3309887647628784,
      "logits/rejected": -0.3963066637516022,
      "logps/chosen": -0.07408946752548218,
      "logps/rejected": -0.7123581171035767,
      "loss": 0.0985,
      "odds_ratio_loss": 0.9039106369018555,
      "rewards/accuracies": 0.862500011920929,
      "rewards/chosen": -0.007408946752548218,
      "rewards/margins": 0.06382687389850616,
      "rewards/rejected": -0.07123581320047379,
      "sft_loss": 0.008154405280947685,
      "step": 450
    },
    {
      "epoch": 8.88888888888889,
      "eval_logits/chosen": -0.33720430731773376,
      "eval_logits/rejected": -0.3934166729450226,
      "eval_logps/chosen": -0.11222676187753677,
      "eval_logps/rejected": -0.7204592227935791,
      "eval_loss": 0.1574162095785141,
      "eval_odds_ratio_loss": 1.4357547760009766,
      "eval_rewards/accuracies": 0.800000011920929,
      "eval_rewards/chosen": -0.011222676374018192,
      "eval_rewards/margins": 0.06082325428724289,
      "eval_rewards/rejected": -0.07204592972993851,
      "eval_runtime": 3.7588,
      "eval_samples_per_second": 23.944,
      "eval_sft_loss": 0.013840759173035622,
      "eval_steps_per_second": 11.972,
      "step": 450
    },
    {
      "epoch": 9.08641975308642,
      "grad_norm": 1.9788808822631836,
      "learning_rate": 9.684576015420277e-08,
      "logits/chosen": -0.3609127700328827,
      "logits/rejected": -0.41957467794418335,
      "logps/chosen": -0.05120778828859329,
      "logps/rejected": -0.6972073316574097,
      "loss": 0.0681,
      "odds_ratio_loss": 0.6181837320327759,
      "rewards/accuracies": 0.9312499761581421,
      "rewards/chosen": -0.005120779387652874,
      "rewards/margins": 0.06459995359182358,
      "rewards/rejected": -0.06972073018550873,
      "sft_loss": 0.006232709623873234,
      "step": 460
    },
    {
      "epoch": 9.283950617283951,
      "grad_norm": 0.5987529158592224,
      "learning_rate": 5.463099816548578e-08,
      "logits/chosen": -0.3785928189754486,
      "logits/rejected": -0.44030579924583435,
      "logps/chosen": -0.06789538264274597,
      "logps/rejected": -0.718836784362793,
      "loss": 0.0919,
      "odds_ratio_loss": 0.8372634649276733,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": -0.006789539009332657,
      "rewards/margins": 0.06509413570165634,
      "rewards/rejected": -0.0718836709856987,
      "sft_loss": 0.008134867064654827,
      "step": 470
    },
    {
      "epoch": 9.481481481481481,
      "grad_norm": 2.4453930854797363,
      "learning_rate": 2.4329828146074096e-08,
      "logits/chosen": -0.3719639182090759,
      "logits/rejected": -0.44119659066200256,
      "logps/chosen": -0.06199900060892105,
      "logps/rejected": -0.9121496081352234,
      "loss": 0.0796,
      "odds_ratio_loss": 0.7194961905479431,
      "rewards/accuracies": 0.90625,
      "rewards/chosen": -0.006199900526553392,
      "rewards/margins": 0.08501505851745605,
      "rewards/rejected": -0.09121496230363846,
      "sft_loss": 0.0076431455090641975,
      "step": 480
    },
    {
      "epoch": 9.679012345679013,
      "grad_norm": 2.6841046810150146,
      "learning_rate": 6.089874350439507e-09,
      "logits/chosen": -0.3508923053741455,
      "logits/rejected": -0.410422146320343,
      "logps/chosen": -0.050847820937633514,
      "logps/rejected": -0.717828631401062,
      "loss": 0.0729,
      "odds_ratio_loss": 0.6642852425575256,
      "rewards/accuracies": 0.90625,
      "rewards/chosen": -0.005084782373160124,
      "rewards/margins": 0.06669807434082031,
      "rewards/rejected": -0.07178286463022232,
      "sft_loss": 0.006511971354484558,
      "step": 490
    },
    {
      "epoch": 9.876543209876543,
      "grad_norm": 1.9767255783081055,
      "learning_rate": 0.0,
      "logits/chosen": -0.3572847545146942,
      "logits/rejected": -0.43199190497398376,
      "logps/chosen": -0.0603826642036438,
      "logps/rejected": -0.6694537401199341,
      "loss": 0.0859,
      "odds_ratio_loss": 0.7898350954055786,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": -0.006038266699761152,
      "rewards/margins": 0.060907114297151566,
      "rewards/rejected": -0.066945381462574,
      "sft_loss": 0.006888846401125193,
      "step": 500
    },
    {
      "epoch": 9.876543209876543,
      "eval_logits/chosen": -0.33729952573776245,
      "eval_logits/rejected": -0.39373528957366943,
      "eval_logps/chosen": -0.11289726942777634,
      "eval_logps/rejected": -0.7238631248474121,
      "eval_loss": 0.15817420184612274,
      "eval_odds_ratio_loss": 1.4418776035308838,
      "eval_rewards/accuracies": 0.7888888716697693,
      "eval_rewards/chosen": -0.011289726011455059,
      "eval_rewards/margins": 0.061096593737602234,
      "eval_rewards/rejected": -0.07238632440567017,
      "eval_runtime": 3.7425,
      "eval_samples_per_second": 24.048,
      "eval_sft_loss": 0.013986458070576191,
      "eval_steps_per_second": 12.024,
      "step": 500
    },
    {
      "epoch": 9.876543209876543,
      "step": 500,
      "total_flos": 8.823432944104243e+16,
      "train_loss": 0.3188942909240723,
      "train_runtime": 1116.7498,
      "train_samples_per_second": 7.253,
      "train_steps_per_second": 0.448
    }
  ],
  "logging_steps": 10,
  "max_steps": 500,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "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": 8.823432944104243e+16,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}