File size: 31,019 Bytes
0caa5c2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.9578127264976501,
      "logits/rejected": 0.7914565801620483,
      "logps/chosen": -360.49114990234375,
      "logps/rejected": -309.01898193359375,
      "loss": 250000.0,
      "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": 0.7728305459022522,
      "logits/rejected": 0.768233597278595,
      "logps/chosen": -306.1025390625,
      "logps/rejected": -277.5509338378906,
      "loss": 249993.8889,
      "rewards/accuracies": 0.2986111044883728,
      "rewards/chosen": -5.4183616157388315e-05,
      "rewards/margins": -3.124285285593942e-05,
      "rewards/rejected": -2.29407651204383e-05,
      "step": 10
    },
    {
      "epoch": 0.03,
      "learning_rate": 1.5873015873015873e-06,
      "logits/chosen": 0.7892485857009888,
      "logits/rejected": 0.8077142834663391,
      "logps/chosen": -343.6685791015625,
      "logps/rejected": -315.8797912597656,
      "loss": 249850.3,
      "rewards/accuracies": 0.550000011920929,
      "rewards/chosen": -0.0003508512454573065,
      "rewards/margins": 0.0002387135464232415,
      "rewards/rejected": -0.0005895647336728871,
      "step": 20
    },
    {
      "epoch": 0.05,
      "learning_rate": 2.380952380952381e-06,
      "logits/chosen": 0.7931613922119141,
      "logits/rejected": 0.856336236000061,
      "logps/chosen": -329.352294921875,
      "logps/rejected": -310.99786376953125,
      "loss": 249686.05,
      "rewards/accuracies": 0.5562499761581421,
      "rewards/chosen": -0.0014547129394486547,
      "rewards/margins": 0.00029922794783487916,
      "rewards/rejected": -0.001753940829075873,
      "step": 30
    },
    {
      "epoch": 0.06,
      "learning_rate": 3.1746031746031746e-06,
      "logits/chosen": 0.8100332021713257,
      "logits/rejected": 0.7524169087409973,
      "logps/chosen": -318.7286071777344,
      "logps/rejected": -312.85418701171875,
      "loss": 249475.5,
      "rewards/accuracies": 0.5,
      "rewards/chosen": -0.003864737693220377,
      "rewards/margins": 0.0004840078763663769,
      "rewards/rejected": -0.004348746035248041,
      "step": 40
    },
    {
      "epoch": 0.08,
      "learning_rate": 3.968253968253968e-06,
      "logits/chosen": 0.7530747652053833,
      "logits/rejected": 0.8437241315841675,
      "logps/chosen": -315.67999267578125,
      "logps/rejected": -298.5876770019531,
      "loss": 248612.35,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.008299140259623528,
      "rewards/margins": 0.0013344786129891872,
      "rewards/rejected": -0.009633619338274002,
      "step": 50
    },
    {
      "epoch": 0.1,
      "learning_rate": 4.761904761904762e-06,
      "logits/chosen": 0.7030428647994995,
      "logits/rejected": 0.6946632266044617,
      "logps/chosen": -321.80157470703125,
      "logps/rejected": -302.8958740234375,
      "loss": 248274.05,
      "rewards/accuracies": 0.637499988079071,
      "rewards/chosen": -0.016654204577207565,
      "rewards/margins": 0.002316893544048071,
      "rewards/rejected": -0.018971096724271774,
      "step": 60
    },
    {
      "epoch": 0.11,
      "learning_rate": 4.998086282661188e-06,
      "logits/chosen": 0.6814395189285278,
      "logits/rejected": 0.7533793449401855,
      "logps/chosen": -353.67669677734375,
      "logps/rejected": -338.9217224121094,
      "loss": 246213.4,
      "rewards/accuracies": 0.5687500238418579,
      "rewards/chosen": -0.026208389550447464,
      "rewards/margins": 0.0031645516864955425,
      "rewards/rejected": -0.029372945427894592,
      "step": 70
    },
    {
      "epoch": 0.13,
      "learning_rate": 4.988720025682995e-06,
      "logits/chosen": 0.66422039270401,
      "logits/rejected": 0.6669551134109497,
      "logps/chosen": -333.9057312011719,
      "logps/rejected": -346.008544921875,
      "loss": 244032.0,
      "rewards/accuracies": 0.6000000238418579,
      "rewards/chosen": -0.03818231448531151,
      "rewards/margins": 0.00513039855286479,
      "rewards/rejected": -0.043312713503837585,
      "step": 80
    },
    {
      "epoch": 0.14,
      "learning_rate": 4.9715789537359126e-06,
      "logits/chosen": 0.6255489587783813,
      "logits/rejected": 0.6321488618850708,
      "logps/chosen": -334.863525390625,
      "logps/rejected": -334.16644287109375,
      "loss": 240875.95,
      "rewards/accuracies": 0.6187499761581421,
      "rewards/chosen": -0.047401346266269684,
      "rewards/margins": 0.010096731595695019,
      "rewards/rejected": -0.05749807506799698,
      "step": 90
    },
    {
      "epoch": 0.16,
      "learning_rate": 4.946716615897932e-06,
      "logits/chosen": 0.5756382942199707,
      "logits/rejected": 0.5615967512130737,
      "logps/chosen": -333.1421813964844,
      "logps/rejected": -330.11920166015625,
      "loss": 240338.95,
      "rewards/accuracies": 0.5562499761581421,
      "rewards/chosen": -0.0577034130692482,
      "rewards/margins": 0.00923432968556881,
      "rewards/rejected": -0.06693773716688156,
      "step": 100
    },
    {
      "epoch": 0.18,
      "learning_rate": 4.9142106826480114e-06,
      "logits/chosen": 0.4540364742279053,
      "logits/rejected": 0.5108239054679871,
      "logps/chosen": -352.08721923828125,
      "logps/rejected": -346.1022644042969,
      "loss": 240647.4,
      "rewards/accuracies": 0.5062500238418579,
      "rewards/chosen": -0.06690040230751038,
      "rewards/margins": 0.007805522531270981,
      "rewards/rejected": -0.07470591366291046,
      "step": 110
    },
    {
      "epoch": 0.19,
      "learning_rate": 4.874162703221823e-06,
      "logits/chosen": 0.395730584859848,
      "logits/rejected": 0.42432737350463867,
      "logps/chosen": -387.7721252441406,
      "logps/rejected": -377.1489562988281,
      "loss": 235908.05,
      "rewards/accuracies": 0.6187499761581421,
      "rewards/chosen": -0.09094537049531937,
      "rewards/margins": 0.01256307028234005,
      "rewards/rejected": -0.10350845009088516,
      "step": 120
    },
    {
      "epoch": 0.21,
      "learning_rate": 4.826697788369752e-06,
      "logits/chosen": 0.3145865797996521,
      "logits/rejected": 0.3371677100658417,
      "logps/chosen": -404.41522216796875,
      "logps/rejected": -429.7151794433594,
      "loss": 229710.4,
      "rewards/accuracies": 0.643750011920929,
      "rewards/chosen": -0.115650475025177,
      "rewards/margins": 0.024767927825450897,
      "rewards/rejected": -0.1404184103012085,
      "step": 130
    },
    {
      "epoch": 0.22,
      "learning_rate": 4.7719642195082224e-06,
      "logits/chosen": 0.17865605652332306,
      "logits/rejected": 0.24005897343158722,
      "logps/chosen": -409.31573486328125,
      "logps/rejected": -430.16961669921875,
      "loss": 226331.25,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.1381843388080597,
      "rewards/margins": 0.028940195217728615,
      "rewards/rejected": -0.16712453961372375,
      "step": 140
    },
    {
      "epoch": 0.24,
      "learning_rate": 4.710132985485355e-06,
      "logits/chosen": 0.05765807628631592,
      "logits/rejected": 0.11190862953662872,
      "logps/chosen": -517.4808959960938,
      "logps/rejected": -503.72503662109375,
      "loss": 217724.3,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.1879872977733612,
      "rewards/margins": 0.04196537286043167,
      "rewards/rejected": -0.22995266318321228,
      "step": 150
    },
    {
      "epoch": 0.26,
      "learning_rate": 4.641397248408122e-06,
      "logits/chosen": 0.02083182893693447,
      "logits/rejected": 0.06791719049215317,
      "logps/chosen": -501.41314697265625,
      "logps/rejected": -518.4356689453125,
      "loss": 218921.525,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.22430023550987244,
      "rewards/margins": 0.047038402408361435,
      "rewards/rejected": -0.27133864164352417,
      "step": 160
    },
    {
      "epoch": 0.27,
      "learning_rate": 4.5659717401997655e-06,
      "logits/chosen": 0.05980447679758072,
      "logits/rejected": 0.13415992259979248,
      "logps/chosen": -510.23504638671875,
      "logps/rejected": -534.2890014648438,
      "loss": 224117.425,
      "rewards/accuracies": 0.59375,
      "rewards/chosen": -0.20021386444568634,
      "rewards/margins": 0.04722369834780693,
      "rewards/rejected": -0.24743756651878357,
      "step": 170
    },
    {
      "epoch": 0.29,
      "learning_rate": 4.4840920917726425e-06,
      "logits/chosen": 0.0785370022058487,
      "logits/rejected": 0.09097695350646973,
      "logps/chosen": -595.0328369140625,
      "logps/rejected": -597.6621704101562,
      "loss": 213793.725,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": -0.28900542855262756,
      "rewards/margins": 0.04301437363028526,
      "rewards/rejected": -0.3320198357105255,
      "step": 180
    },
    {
      "epoch": 0.3,
      "learning_rate": 4.396014096912182e-06,
      "logits/chosen": -0.02692921832203865,
      "logits/rejected": 0.01183820329606533,
      "logps/chosen": -657.1026611328125,
      "logps/rejected": -674.083251953125,
      "loss": 217000.05,
      "rewards/accuracies": 0.59375,
      "rewards/chosen": -0.35720986127853394,
      "rewards/margins": 0.06607996672391891,
      "rewards/rejected": -0.42328983545303345,
      "step": 190
    },
    {
      "epoch": 0.32,
      "learning_rate": 4.302012913171584e-06,
      "logits/chosen": 0.016970274969935417,
      "logits/rejected": 0.03241819143295288,
      "logps/chosen": -740.4771728515625,
      "logps/rejected": -757.164794921875,
      "loss": 228484.45,
      "rewards/accuracies": 0.5562499761581421,
      "rewards/chosen": -0.3992530405521393,
      "rewards/margins": 0.035844482481479645,
      "rewards/rejected": -0.4350975453853607,
      "step": 200
    },
    {
      "epoch": 0.34,
      "learning_rate": 4.202382202273702e-06,
      "logits/chosen": 0.00015654190792702138,
      "logits/rejected": 0.08966602385044098,
      "logps/chosen": -675.322509765625,
      "logps/rejected": -718.8179931640625,
      "loss": 214730.75,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.3644675612449646,
      "rewards/margins": 0.0624375119805336,
      "rewards/rejected": -0.42690515518188477,
      "step": 210
    },
    {
      "epoch": 0.35,
      "learning_rate": 4.097433212705492e-06,
      "logits/chosen": -0.06447938829660416,
      "logits/rejected": -0.055021267384290695,
      "logps/chosen": -613.5958251953125,
      "logps/rejected": -697.4694213867188,
      "loss": 211407.05,
      "rewards/accuracies": 0.6000000238418579,
      "rewards/chosen": -0.3579150140285492,
      "rewards/margins": 0.05921386927366257,
      "rewards/rejected": -0.41712889075279236,
      "step": 220
    },
    {
      "epoch": 0.37,
      "learning_rate": 3.987493807371033e-06,
      "logits/chosen": -0.06768902391195297,
      "logits/rejected": 0.0020426944829523563,
      "logps/chosen": -682.5296020507812,
      "logps/rejected": -710.4071655273438,
      "loss": 207694.0,
      "rewards/accuracies": 0.643750011920929,
      "rewards/chosen": -0.3751247823238373,
      "rewards/margins": 0.06657867878675461,
      "rewards/rejected": -0.4417034983634949,
      "step": 230
    },
    {
      "epoch": 0.38,
      "learning_rate": 3.872907439340758e-06,
      "logits/chosen": 0.005040665622800589,
      "logits/rejected": 0.02079974114894867,
      "logps/chosen": -712.57763671875,
      "logps/rejected": -737.4443969726562,
      "loss": 220043.025,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.404686838388443,
      "rewards/margins": 0.051380474120378494,
      "rewards/rejected": -0.4560673236846924,
      "step": 240
    },
    {
      "epoch": 0.4,
      "learning_rate": 3.75403207889666e-06,
      "logits/chosen": 0.003915914800018072,
      "logits/rejected": 0.031082844361662865,
      "logps/chosen": -672.8313598632812,
      "logps/rejected": -687.6966552734375,
      "loss": 207725.825,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.3670479953289032,
      "rewards/margins": 0.065892294049263,
      "rewards/rejected": -0.4329403042793274,
      "step": 250
    },
    {
      "epoch": 0.42,
      "learning_rate": 3.631239095225417e-06,
      "logits/chosen": 0.06261593103408813,
      "logits/rejected": 0.13836300373077393,
      "logps/chosen": -689.614501953125,
      "logps/rejected": -736.5167236328125,
      "loss": 216697.45,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.4008885324001312,
      "rewards/margins": 0.0602349154651165,
      "rewards/rejected": -0.4611234664916992,
      "step": 260
    },
    {
      "epoch": 0.43,
      "learning_rate": 3.5049120962530608e-06,
      "logits/chosen": 0.11205191910266876,
      "logits/rejected": 0.14602160453796387,
      "logps/chosen": -735.8699951171875,
      "logps/rejected": -832.4979248046875,
      "loss": 206147.4,
      "rewards/accuracies": 0.5874999761581421,
      "rewards/chosen": -0.44775643944740295,
      "rewards/margins": 0.07730598002672195,
      "rewards/rejected": -0.5250624418258667,
      "step": 270
    },
    {
      "epoch": 0.45,
      "learning_rate": 3.3754457302455464e-06,
      "logits/chosen": 0.06379252672195435,
      "logits/rejected": 0.08125611394643784,
      "logps/chosen": -791.1683349609375,
      "logps/rejected": -842.2650146484375,
      "loss": 217755.6,
      "rewards/accuracies": 0.5625,
      "rewards/chosen": -0.5111533403396606,
      "rewards/margins": 0.05805770307779312,
      "rewards/rejected": -0.5692110061645508,
      "step": 280
    },
    {
      "epoch": 0.46,
      "learning_rate": 3.2432444529190714e-06,
      "logits/chosen": 0.03794580325484276,
      "logits/rejected": 0.10185732692480087,
      "logps/chosen": -766.0865478515625,
      "logps/rejected": -786.9296875,
      "loss": 205712.7375,
      "rewards/accuracies": 0.643750011920929,
      "rewards/chosen": -0.4407348036766052,
      "rewards/margins": 0.07172349095344543,
      "rewards/rejected": -0.5124582648277283,
      "step": 290
    },
    {
      "epoch": 0.48,
      "learning_rate": 3.1087212639117057e-06,
      "logits/chosen": 0.0560905747115612,
      "logits/rejected": 0.056962113827466965,
      "logps/chosen": -691.1881103515625,
      "logps/rejected": -736.6007690429688,
      "loss": 199775.475,
      "rewards/accuracies": 0.606249988079071,
      "rewards/chosen": -0.3910200595855713,
      "rewards/margins": 0.06142463535070419,
      "rewards/rejected": -0.4524447023868561,
      "step": 300
    },
    {
      "epoch": 0.5,
      "learning_rate": 2.9722964165636263e-06,
      "logits/chosen": 0.0340690053999424,
      "logits/rejected": 0.10146850347518921,
      "logps/chosen": -720.965087890625,
      "logps/rejected": -739.9038696289062,
      "loss": 217950.85,
      "rewards/accuracies": 0.5375000238418579,
      "rewards/chosen": -0.421273797750473,
      "rewards/margins": 0.03930564597249031,
      "rewards/rejected": -0.46057945489883423,
      "step": 310
    },
    {
      "epoch": 0.51,
      "learning_rate": 2.8343961050366275e-06,
      "logits/chosen": 0.054887332022190094,
      "logits/rejected": 0.044551193714141846,
      "logps/chosen": -735.8577880859375,
      "logps/rejected": -789.2850952148438,
      "loss": 218271.95,
      "rewards/accuracies": 0.5562499761581421,
      "rewards/chosen": -0.4242521822452545,
      "rewards/margins": 0.05404456704854965,
      "rewards/rejected": -0.47829669713974,
      "step": 320
    },
    {
      "epoch": 0.53,
      "learning_rate": 2.695451132874385e-06,
      "logits/chosen": 0.020503774285316467,
      "logits/rejected": 0.08877702057361603,
      "logps/chosen": -685.0552978515625,
      "logps/rejected": -749.4927978515625,
      "loss": 208541.825,
      "rewards/accuracies": 0.6000000238418579,
      "rewards/chosen": -0.4152056574821472,
      "rewards/margins": 0.06724479049444199,
      "rewards/rejected": -0.4824504256248474,
      "step": 330
    },
    {
      "epoch": 0.54,
      "learning_rate": 2.5558955671628964e-06,
      "logits/chosen": 0.03993639722466469,
      "logits/rejected": 0.09598435461521149,
      "logps/chosen": -687.928466796875,
      "logps/rejected": -717.9952392578125,
      "loss": 211084.3,
      "rewards/accuracies": 0.612500011920929,
      "rewards/chosen": -0.401594877243042,
      "rewards/margins": 0.05332701653242111,
      "rewards/rejected": -0.45492181181907654,
      "step": 340
    },
    {
      "epoch": 0.56,
      "learning_rate": 2.4161653824955654e-06,
      "logits/chosen": 0.06816108524799347,
      "logits/rejected": 0.08216299116611481,
      "logps/chosen": -716.1536865234375,
      "logps/rejected": -749.4075927734375,
      "loss": 205341.7,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": -0.42900824546813965,
      "rewards/margins": 0.06950432807207108,
      "rewards/rejected": -0.4985125958919525,
      "step": 350
    },
    {
      "epoch": 0.58,
      "learning_rate": 2.2766970989791697e-06,
      "logits/chosen": 0.012849223800003529,
      "logits/rejected": 0.02745252475142479,
      "logps/chosen": -773.5811157226562,
      "logps/rejected": -870.6488037109375,
      "loss": 204889.025,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": -0.4782876968383789,
      "rewards/margins": 0.08239278197288513,
      "rewards/rejected": -0.5606805086135864,
      "step": 360
    },
    {
      "epoch": 0.59,
      "learning_rate": 2.1379264185356545e-06,
      "logits/chosen": -0.01748507469892502,
      "logits/rejected": 0.026378531008958817,
      "logps/chosen": -870.5720825195312,
      "logps/rejected": -918.7122192382812,
      "loss": 221285.175,
      "rewards/accuracies": 0.5625,
      "rewards/chosen": -0.5346072316169739,
      "rewards/margins": 0.046777307987213135,
      "rewards/rejected": -0.581384539604187,
      "step": 370
    },
    {
      "epoch": 0.61,
      "learning_rate": 2.000286863759934e-06,
      "logits/chosen": 0.007047905120998621,
      "logits/rejected": 0.08078267425298691,
      "logps/chosen": -755.0501098632812,
      "logps/rejected": -820.9991455078125,
      "loss": 201255.875,
      "rewards/accuracies": 0.5874999761581421,
      "rewards/chosen": -0.45793017745018005,
      "rewards/margins": 0.08488230407238007,
      "rewards/rejected": -0.5428124666213989,
      "step": 380
    },
    {
      "epoch": 0.62,
      "learning_rate": 1.8642084235859764e-06,
      "logits/chosen": 0.011273056268692017,
      "logits/rejected": -0.012196743860840797,
      "logps/chosen": -764.2548828125,
      "logps/rejected": -848.6171875,
      "loss": 214622.65,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": -0.4602470397949219,
      "rewards/margins": 0.07196761667728424,
      "rewards/rejected": -0.5322146415710449,
      "step": 390
    },
    {
      "epoch": 0.64,
      "learning_rate": 1.7301162099921013e-06,
      "logits/chosen": -0.0019163116812705994,
      "logits/rejected": 0.05834005028009415,
      "logps/chosen": -858.6873168945312,
      "logps/rejected": -904.6046142578125,
      "loss": 206360.4125,
      "rewards/accuracies": 0.675000011920929,
      "rewards/chosen": -0.5314964652061462,
      "rewards/margins": 0.08296509087085724,
      "rewards/rejected": -0.6144616603851318,
      "step": 400
    },
    {
      "epoch": 0.66,
      "learning_rate": 1.5984291299420117e-06,
      "logits/chosen": 0.012182576581835747,
      "logits/rejected": 0.0708267092704773,
      "logps/chosen": -813.0255737304688,
      "logps/rejected": -832.9349365234375,
      "loss": 211531.0,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": -0.49179133772850037,
      "rewards/margins": 0.08578650653362274,
      "rewards/rejected": -0.5775778293609619,
      "step": 410
    },
    {
      "epoch": 0.67,
      "learning_rate": 1.4695585767104092e-06,
      "logits/chosen": 0.0914839580655098,
      "logits/rejected": 0.04479590803384781,
      "logps/chosen": -832.50439453125,
      "logps/rejected": -880.9533081054688,
      "loss": 205329.4,
      "rewards/accuracies": 0.606249988079071,
      "rewards/chosen": -0.48841309547424316,
      "rewards/margins": 0.07340176403522491,
      "rewards/rejected": -0.5618147850036621,
      "step": 420
    },
    {
      "epoch": 0.69,
      "learning_rate": 1.3439071446815452e-06,
      "logits/chosen": 0.08182860910892487,
      "logits/rejected": 0.100291907787323,
      "logps/chosen": -752.081298828125,
      "logps/rejected": -833.1486206054688,
      "loss": 201124.725,
      "rewards/accuracies": 0.6625000238418579,
      "rewards/chosen": -0.45724090933799744,
      "rewards/margins": 0.08672616630792618,
      "rewards/rejected": -0.543967068195343,
      "step": 430
    },
    {
      "epoch": 0.7,
      "learning_rate": 1.2218673716356919e-06,
      "logits/chosen": 0.056249700486660004,
      "logits/rejected": 0.04042553901672363,
      "logps/chosen": -763.6502075195312,
      "logps/rejected": -836.1224365234375,
      "loss": 206556.925,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": -0.4586957097053528,
      "rewards/margins": 0.05668143555521965,
      "rewards/rejected": -0.5153771638870239,
      "step": 440
    },
    {
      "epoch": 0.72,
      "learning_rate": 1.103820512452661e-06,
      "logits/chosen": 0.058336324989795685,
      "logits/rejected": 0.09516619145870209,
      "logps/chosen": -799.2554931640625,
      "logps/rejected": -850.5153198242188,
      "loss": 200567.1625,
      "rewards/accuracies": 0.6625000238418579,
      "rewards/chosen": -0.45398440957069397,
      "rewards/margins": 0.09574355185031891,
      "rewards/rejected": -0.5497279763221741,
      "step": 450
    },
    {
      "epoch": 0.74,
      "learning_rate": 9.901353480633468e-07,
      "logits/chosen": 0.06983263790607452,
      "logits/rejected": 0.10929594188928604,
      "logps/chosen": -735.544189453125,
      "logps/rejected": -794.2623291015625,
      "loss": 208963.425,
      "rewards/accuracies": 0.59375,
      "rewards/chosen": -0.4254637360572815,
      "rewards/margins": 0.08059998601675034,
      "rewards/rejected": -0.5060637593269348,
      "step": 460
    },
    {
      "epoch": 0.75,
      "learning_rate": 8.811670333701544e-07,
      "logits/chosen": 0.035215824842453,
      "logits/rejected": 0.10739400237798691,
      "logps/chosen": -752.6171875,
      "logps/rejected": -820.1688232421875,
      "loss": 208260.5375,
      "rewards/accuracies": 0.606249988079071,
      "rewards/chosen": -0.4630301594734192,
      "rewards/margins": 0.055133186280727386,
      "rewards/rejected": -0.5181634426116943,
      "step": 470
    },
    {
      "epoch": 0.77,
      "learning_rate": 7.772559877354341e-07,
      "logits/chosen": 0.10807295143604279,
      "logits/rejected": 0.0317668542265892,
      "logps/chosen": -756.6256103515625,
      "logps/rejected": -816.7699584960938,
      "loss": 216200.35,
      "rewards/accuracies": 0.612500011920929,
      "rewards/chosen": -0.4670717716217041,
      "rewards/margins": 0.07191431522369385,
      "rewards/rejected": -0.538986086845398,
      "step": 480
    },
    {
      "epoch": 0.78,
      "learning_rate": 6.787268315040604e-07,
      "logits/chosen": 0.04728057235479355,
      "logits/rejected": 0.15024212002754211,
      "logps/chosen": -767.487060546875,
      "logps/rejected": -839.1052856445312,
      "loss": 199459.25,
      "rewards/accuracies": 0.6625000238418579,
      "rewards/chosen": -0.44638481736183167,
      "rewards/margins": 0.08024169504642487,
      "rewards/rejected": -0.526626467704773,
      "step": 490
    },
    {
      "epoch": 0.8,
      "learning_rate": 5.858873718824829e-07,
      "logits/chosen": 0.09359405189752579,
      "logits/rejected": 0.10223015397787094,
      "logps/chosen": -759.4922485351562,
      "logps/rejected": -814.4105224609375,
      "loss": 206686.275,
      "rewards/accuracies": 0.612500011920929,
      "rewards/chosen": -0.46266812086105347,
      "rewards/margins": 0.0593070387840271,
      "rewards/rejected": -0.5219752192497253,
      "step": 500
    },
    {
      "epoch": 0.82,
      "learning_rate": 4.990276413423817e-07,
      "logits/chosen": 0.01493439543992281,
      "logits/rejected": 0.0643661767244339,
      "logps/chosen": -735.6563720703125,
      "logps/rejected": -793.5201416015625,
      "loss": 198584.575,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.42836418747901917,
      "rewards/margins": 0.08260954916477203,
      "rewards/rejected": -0.5109737515449524,
      "step": 510
    },
    {
      "epoch": 0.83,
      "learning_rate": 4.184189915529796e-07,
      "logits/chosen": 0.09607640653848648,
      "logits/rejected": 0.12576672434806824,
      "logps/chosen": -765.7574462890625,
      "logps/rejected": -835.0860595703125,
      "loss": 198521.6875,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": -0.45677047967910767,
      "rewards/margins": 0.08099553734064102,
      "rewards/rejected": -0.5377659797668457,
      "step": 520
    },
    {
      "epoch": 0.85,
      "learning_rate": 3.4431324567258176e-07,
      "logits/chosen": 0.03705473989248276,
      "logits/rejected": 0.07135260850191116,
      "logps/chosen": -806.9525146484375,
      "logps/rejected": -851.9264526367188,
      "loss": 200813.6625,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.4773276448249817,
      "rewards/margins": 0.0656534880399704,
      "rewards/rejected": -0.5429811477661133,
      "step": 530
    },
    {
      "epoch": 0.86,
      "learning_rate": 2.769419116476052e-07,
      "logits/chosen": 0.013349669054150581,
      "logits/rejected": 0.04136626794934273,
      "logps/chosen": -748.1133422851562,
      "logps/rejected": -810.5701293945312,
      "loss": 198242.825,
      "rewards/accuracies": 0.6187499761581421,
      "rewards/chosen": -0.4668392241001129,
      "rewards/margins": 0.06354349106550217,
      "rewards/rejected": -0.5303827524185181,
      "step": 540
    },
    {
      "epoch": 0.88,
      "learning_rate": 2.1651545897676512e-07,
      "logits/chosen": 0.06408552080392838,
      "logits/rejected": 0.11870439350605011,
      "logps/chosen": -763.1972045898438,
      "logps/rejected": -839.8497314453125,
      "loss": 211745.225,
      "rewards/accuracies": 0.637499988079071,
      "rewards/chosen": -0.4748295843601227,
      "rewards/margins": 0.0728473886847496,
      "rewards/rejected": -0.5476769208908081,
      "step": 550
    },
    {
      "epoch": 0.9,
      "learning_rate": 1.6322266119983222e-07,
      "logits/chosen": 0.0492372028529644,
      "logits/rejected": 0.09988833963871002,
      "logps/chosen": -789.6986083984375,
      "logps/rejected": -825.2615966796875,
      "loss": 211827.35,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": -0.4770093560218811,
      "rewards/margins": 0.06789447367191315,
      "rewards/rejected": -0.5449038743972778,
      "step": 560
    },
    {
      "epoch": 0.91,
      "learning_rate": 1.1723000616502167e-07,
      "logits/chosen": 0.06743012368679047,
      "logits/rejected": 0.01723661459982395,
      "logps/chosen": -782.1122436523438,
      "logps/rejected": -836.3314208984375,
      "loss": 205469.55,
      "rewards/accuracies": 0.606249988079071,
      "rewards/chosen": -0.47319063544273376,
      "rewards/margins": 0.07614056020975113,
      "rewards/rejected": -0.5493311882019043,
      "step": 570
    },
    {
      "epoch": 0.93,
      "learning_rate": 7.868117591737585e-08,
      "logits/chosen": 0.0372871533036232,
      "logits/rejected": 0.07801343500614166,
      "logps/chosen": -741.191650390625,
      "logps/rejected": -787.1198120117188,
      "loss": 213403.7,
      "rewards/accuracies": 0.59375,
      "rewards/chosen": -0.44429221749305725,
      "rewards/margins": 0.07286076247692108,
      "rewards/rejected": -0.5171529650688171,
      "step": 580
    },
    {
      "epoch": 0.94,
      "learning_rate": 4.769659783295383e-08,
      "logits/chosen": 0.07339660078287125,
      "logits/rejected": 0.138061061501503,
      "logps/chosen": -771.2107543945312,
      "logps/rejected": -813.8905029296875,
      "loss": 210919.15,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": -0.47977980971336365,
      "rewards/margins": 0.08075427263975143,
      "rewards/rejected": -0.5605341196060181,
      "step": 590
    },
    {
      "epoch": 0.96,
      "learning_rate": 2.4373068401120358e-08,
      "logits/chosen": 0.11042066663503647,
      "logits/rejected": 0.07605646550655365,
      "logps/chosen": -791.4373779296875,
      "logps/rejected": -826.2615356445312,
      "loss": 216413.4,
      "rewards/accuracies": 0.543749988079071,
      "rewards/chosen": -0.49039316177368164,
      "rewards/margins": 0.056141942739486694,
      "rewards/rejected": -0.5465351343154907,
      "step": 600
    },
    {
      "epoch": 0.98,
      "learning_rate": 8.78345083022425e-09,
      "logits/chosen": 0.07623746991157532,
      "logits/rejected": 0.1269301176071167,
      "logps/chosen": -798.3727416992188,
      "logps/rejected": -851.33740234375,
      "loss": 209334.025,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": -0.49323853850364685,
      "rewards/margins": 0.07322792708873749,
      "rewards/rejected": -0.5664664506912231,
      "step": 610
    },
    {
      "epoch": 0.99,
      "learning_rate": 9.764474213677654e-10,
      "logits/chosen": 0.060989219695329666,
      "logits/rejected": 0.09394808858633041,
      "logps/chosen": -785.9288330078125,
      "logps/rejected": -820.1795043945312,
      "loss": 210348.9,
      "rewards/accuracies": 0.637499988079071,
      "rewards/chosen": -0.49476709961891174,
      "rewards/margins": 0.057541172951459885,
      "rewards/rejected": -0.5523082613945007,
      "step": 620
    },
    {
      "epoch": 1.0,
      "step": 625,
      "total_flos": 0.0,
      "train_loss": 217680.7002,
      "train_runtime": 7796.5816,
      "train_samples_per_second": 2.565,
      "train_steps_per_second": 0.08
    }
  ],
  "logging_steps": 10,
  "max_steps": 625,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100,
  "total_flos": 0.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}