File size: 22,726 Bytes
e9e7037
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 478,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0020920502092050207,
      "grad_norm": 9.06575721766735,
      "learning_rate": 1.0416666666666666e-08,
      "logits/chosen": -3.375,
      "logits/rejected": -3.3125,
      "logps/chosen": -304.0,
      "logps/rejected": -370.0,
      "loss": 0.6914,
      "rewards/accuracies": 0.0,
      "rewards/chosen": 0.0,
      "rewards/margins": 0.0,
      "rewards/rejected": 0.0,
      "step": 1
    },
    {
      "epoch": 0.02092050209205021,
      "grad_norm": 8.259315535138102,
      "learning_rate": 1.0416666666666667e-07,
      "logits/chosen": -3.171875,
      "logits/rejected": -3.1875,
      "logps/chosen": -268.0,
      "logps/rejected": -239.0,
      "loss": 0.6919,
      "rewards/accuracies": 0.2638888955116272,
      "rewards/chosen": 0.00160980224609375,
      "rewards/margins": 0.0011749267578125,
      "rewards/rejected": 0.00043487548828125,
      "step": 10
    },
    {
      "epoch": 0.04184100418410042,
      "grad_norm": 8.69903088939775,
      "learning_rate": 2.0833333333333333e-07,
      "logits/chosen": -3.21875,
      "logits/rejected": -3.21875,
      "logps/chosen": -292.0,
      "logps/rejected": -286.0,
      "loss": 0.6913,
      "rewards/accuracies": 0.4000000059604645,
      "rewards/chosen": -0.00118255615234375,
      "rewards/margins": 0.0023956298828125,
      "rewards/rejected": -0.0035858154296875,
      "step": 20
    },
    {
      "epoch": 0.06276150627615062,
      "grad_norm": 9.20861373072528,
      "learning_rate": 3.1249999999999997e-07,
      "logits/chosen": -3.25,
      "logits/rejected": -3.21875,
      "logps/chosen": -306.0,
      "logps/rejected": -302.0,
      "loss": 0.6844,
      "rewards/accuracies": 0.581250011920929,
      "rewards/chosen": -0.00836181640625,
      "rewards/margins": 0.01519775390625,
      "rewards/rejected": -0.0235595703125,
      "step": 30
    },
    {
      "epoch": 0.08368200836820083,
      "grad_norm": 9.062167569963929,
      "learning_rate": 4.1666666666666667e-07,
      "logits/chosen": -3.09375,
      "logits/rejected": -3.1875,
      "logps/chosen": -276.0,
      "logps/rejected": -268.0,
      "loss": 0.6644,
      "rewards/accuracies": 0.8062499761581421,
      "rewards/chosen": -0.03271484375,
      "rewards/margins": 0.06884765625,
      "rewards/rejected": -0.1015625,
      "step": 40
    },
    {
      "epoch": 0.10460251046025104,
      "grad_norm": 11.43153835170189,
      "learning_rate": 4.999733114418725e-07,
      "logits/chosen": -3.109375,
      "logits/rejected": -3.046875,
      "logps/chosen": -298.0,
      "logps/rejected": -322.0,
      "loss": 0.6197,
      "rewards/accuracies": 0.8125,
      "rewards/chosen": -0.0439453125,
      "rewards/margins": 0.1572265625,
      "rewards/rejected": -0.201171875,
      "step": 50
    },
    {
      "epoch": 0.12552301255230125,
      "grad_norm": 17.81032056097967,
      "learning_rate": 4.990398100856366e-07,
      "logits/chosen": -3.171875,
      "logits/rejected": -3.140625,
      "logps/chosen": -288.0,
      "logps/rejected": -350.0,
      "loss": 0.5247,
      "rewards/accuracies": 0.800000011920929,
      "rewards/chosen": -0.1259765625,
      "rewards/margins": 0.388671875,
      "rewards/rejected": -0.51171875,
      "step": 60
    },
    {
      "epoch": 0.14644351464435146,
      "grad_norm": 25.618554799822828,
      "learning_rate": 4.967775735898179e-07,
      "logits/chosen": -2.96875,
      "logits/rejected": -2.984375,
      "logps/chosen": -304.0,
      "logps/rejected": -400.0,
      "loss": 0.4244,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": -0.322265625,
      "rewards/margins": 0.86328125,
      "rewards/rejected": -1.1875,
      "step": 70
    },
    {
      "epoch": 0.16736401673640167,
      "grad_norm": 25.84470141626761,
      "learning_rate": 4.931986719649298e-07,
      "logits/chosen": -3.09375,
      "logits/rejected": -3.046875,
      "logps/chosen": -396.0,
      "logps/rejected": -506.0,
      "loss": 0.3205,
      "rewards/accuracies": 0.8500000238418579,
      "rewards/chosen": -0.60546875,
      "rewards/margins": 1.515625,
      "rewards/rejected": -2.109375,
      "step": 80
    },
    {
      "epoch": 0.18828451882845187,
      "grad_norm": 25.014757375528426,
      "learning_rate": 4.883222001996351e-07,
      "logits/chosen": -3.0,
      "logits/rejected": -2.96875,
      "logps/chosen": -346.0,
      "logps/rejected": -516.0,
      "loss": 0.29,
      "rewards/accuracies": 0.918749988079071,
      "rewards/chosen": -0.7734375,
      "rewards/margins": 1.875,
      "rewards/rejected": -2.640625,
      "step": 90
    },
    {
      "epoch": 0.20920502092050208,
      "grad_norm": 51.461518247004356,
      "learning_rate": 4.821741763807186e-07,
      "logits/chosen": -2.859375,
      "logits/rejected": -2.90625,
      "logps/chosen": -350.0,
      "logps/rejected": -548.0,
      "loss": 0.2889,
      "rewards/accuracies": 0.8687499761581421,
      "rewards/chosen": -0.77734375,
      "rewards/margins": 2.109375,
      "rewards/rejected": -2.890625,
      "step": 100
    },
    {
      "epoch": 0.2301255230125523,
      "grad_norm": 23.843663606669114,
      "learning_rate": 4.747874028753375e-07,
      "logits/chosen": -2.90625,
      "logits/rejected": -2.8125,
      "logps/chosen": -414.0,
      "logps/rejected": -604.0,
      "loss": 0.2908,
      "rewards/accuracies": 0.90625,
      "rewards/chosen": -1.015625,
      "rewards/margins": 2.078125,
      "rewards/rejected": -3.09375,
      "step": 110
    },
    {
      "epoch": 0.2510460251046025,
      "grad_norm": 31.907707809752832,
      "learning_rate": 4.662012913161997e-07,
      "logits/chosen": -2.796875,
      "logits/rejected": -2.71875,
      "logps/chosen": -400.0,
      "logps/rejected": -592.0,
      "loss": 0.2526,
      "rewards/accuracies": 0.875,
      "rewards/chosen": -1.0703125,
      "rewards/margins": 2.0625,
      "rewards/rejected": -3.140625,
      "step": 120
    },
    {
      "epoch": 0.2719665271966527,
      "grad_norm": 30.72791174599876,
      "learning_rate": 4.5646165232345103e-07,
      "logits/chosen": -2.859375,
      "logits/rejected": -2.765625,
      "logps/chosen": -370.0,
      "logps/rejected": -596.0,
      "loss": 0.2332,
      "rewards/accuracies": 0.918749988079071,
      "rewards/chosen": -0.84765625,
      "rewards/margins": 2.3125,
      "rewards/rejected": -3.15625,
      "step": 130
    },
    {
      "epoch": 0.2928870292887029,
      "grad_norm": 23.82206952691506,
      "learning_rate": 4.456204510851956e-07,
      "logits/chosen": -2.765625,
      "logits/rejected": -2.703125,
      "logps/chosen": -438.0,
      "logps/rejected": -676.0,
      "loss": 0.2309,
      "rewards/accuracies": 0.875,
      "rewards/chosen": -1.1796875,
      "rewards/margins": 2.671875,
      "rewards/rejected": -3.84375,
      "step": 140
    },
    {
      "epoch": 0.3138075313807531,
      "grad_norm": 38.02376301991461,
      "learning_rate": 4.337355301007335e-07,
      "logits/chosen": -2.75,
      "logits/rejected": -2.59375,
      "logps/chosen": -418.0,
      "logps/rejected": -716.0,
      "loss": 0.2268,
      "rewards/accuracies": 0.9312499761581421,
      "rewards/chosen": -1.265625,
      "rewards/margins": 3.046875,
      "rewards/rejected": -4.3125,
      "step": 150
    },
    {
      "epoch": 0.33472803347280333,
      "grad_norm": 35.00032097537842,
      "learning_rate": 4.2087030056579986e-07,
      "logits/chosen": -2.734375,
      "logits/rejected": -2.625,
      "logps/chosen": -406.0,
      "logps/rejected": -712.0,
      "loss": 0.2075,
      "rewards/accuracies": 0.918749988079071,
      "rewards/chosen": -1.2734375,
      "rewards/margins": 3.078125,
      "rewards/rejected": -4.34375,
      "step": 160
    },
    {
      "epoch": 0.35564853556485354,
      "grad_norm": 32.10425911100618,
      "learning_rate": 4.070934040463998e-07,
      "logits/chosen": -2.578125,
      "logits/rejected": -2.484375,
      "logps/chosen": -406.0,
      "logps/rejected": -700.0,
      "loss": 0.2271,
      "rewards/accuracies": 0.918749988079071,
      "rewards/chosen": -1.4453125,
      "rewards/margins": 2.9375,
      "rewards/rejected": -4.375,
      "step": 170
    },
    {
      "epoch": 0.37656903765690375,
      "grad_norm": 29.833221800540095,
      "learning_rate": 3.9247834624635404e-07,
      "logits/chosen": -2.609375,
      "logits/rejected": -2.53125,
      "logps/chosen": -392.0,
      "logps/rejected": -744.0,
      "loss": 0.2362,
      "rewards/accuracies": 0.918749988079071,
      "rewards/chosen": -1.265625,
      "rewards/margins": 3.515625,
      "rewards/rejected": -4.78125,
      "step": 180
    },
    {
      "epoch": 0.39748953974895396,
      "grad_norm": 21.11238514940775,
      "learning_rate": 3.7710310482256523e-07,
      "logits/chosen": -2.65625,
      "logits/rejected": -2.484375,
      "logps/chosen": -398.0,
      "logps/rejected": -700.0,
      "loss": 0.2183,
      "rewards/accuracies": 0.925000011920929,
      "rewards/chosen": -1.1171875,
      "rewards/margins": 3.03125,
      "rewards/rejected": -4.125,
      "step": 190
    },
    {
      "epoch": 0.41841004184100417,
      "grad_norm": 35.4524188550725,
      "learning_rate": 3.610497133404795e-07,
      "logits/chosen": -2.453125,
      "logits/rejected": -2.4375,
      "logps/chosen": -430.0,
      "logps/rejected": -772.0,
      "loss": 0.2113,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": -1.6015625,
      "rewards/margins": 3.296875,
      "rewards/rejected": -4.875,
      "step": 200
    },
    {
      "epoch": 0.4393305439330544,
      "grad_norm": 41.104340492508946,
      "learning_rate": 3.4440382358952115e-07,
      "logits/chosen": -2.625,
      "logits/rejected": -2.4375,
      "logps/chosen": -460.0,
      "logps/rejected": -812.0,
      "loss": 0.223,
      "rewards/accuracies": 0.875,
      "rewards/chosen": -1.5703125,
      "rewards/margins": 3.5625,
      "rewards/rejected": -5.125,
      "step": 210
    },
    {
      "epoch": 0.4602510460251046,
      "grad_norm": 34.26638515144042,
      "learning_rate": 3.272542485937368e-07,
      "logits/chosen": -2.5625,
      "logits/rejected": -2.53125,
      "logps/chosen": -378.0,
      "logps/rejected": -716.0,
      "loss": 0.1988,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": -1.0859375,
      "rewards/margins": 3.265625,
      "rewards/rejected": -4.34375,
      "step": 220
    },
    {
      "epoch": 0.4811715481171548,
      "grad_norm": 53.87875153292311,
      "learning_rate": 3.096924887558854e-07,
      "logits/chosen": -2.4375,
      "logits/rejected": -2.4375,
      "logps/chosen": -402.0,
      "logps/rejected": -752.0,
      "loss": 0.2061,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": -1.4765625,
      "rewards/margins": 3.5,
      "rewards/rejected": -4.96875,
      "step": 230
    },
    {
      "epoch": 0.502092050209205,
      "grad_norm": 43.34840736906749,
      "learning_rate": 2.9181224366319943e-07,
      "logits/chosen": -2.546875,
      "logits/rejected": -2.359375,
      "logps/chosen": -436.0,
      "logps/rejected": -776.0,
      "loss": 0.2256,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": -1.5703125,
      "rewards/margins": 3.515625,
      "rewards/rejected": -5.09375,
      "step": 240
    },
    {
      "epoch": 0.5230125523012552,
      "grad_norm": 32.74059701980047,
      "learning_rate": 2.7370891215954565e-07,
      "logits/chosen": -2.546875,
      "logits/rejected": -2.328125,
      "logps/chosen": -456.0,
      "logps/rejected": -800.0,
      "loss": 0.1809,
      "rewards/accuracies": 0.925000011920929,
      "rewards/chosen": -1.4609375,
      "rewards/margins": 3.75,
      "rewards/rejected": -5.21875,
      "step": 250
    },
    {
      "epoch": 0.5439330543933054,
      "grad_norm": 29.82969454828055,
      "learning_rate": 2.55479083351317e-07,
      "logits/chosen": -2.453125,
      "logits/rejected": -2.265625,
      "logps/chosen": -496.0,
      "logps/rejected": -932.0,
      "loss": 0.1868,
      "rewards/accuracies": 0.956250011920929,
      "rewards/chosen": -1.9296875,
      "rewards/margins": 4.5,
      "rewards/rejected": -6.4375,
      "step": 260
    },
    {
      "epoch": 0.5648535564853556,
      "grad_norm": 31.97984265842138,
      "learning_rate": 2.3722002126275822e-07,
      "logits/chosen": -2.296875,
      "logits/rejected": -2.09375,
      "logps/chosen": -512.0,
      "logps/rejected": -908.0,
      "loss": 0.1886,
      "rewards/accuracies": 0.875,
      "rewards/chosen": -2.234375,
      "rewards/margins": 4.0,
      "rewards/rejected": -6.25,
      "step": 270
    },
    {
      "epoch": 0.5857740585774058,
      "grad_norm": 33.842905395793814,
      "learning_rate": 2.19029145890313e-07,
      "logits/chosen": -2.25,
      "logits/rejected": -2.0625,
      "logps/chosen": -468.0,
      "logps/rejected": -912.0,
      "loss": 0.2042,
      "rewards/accuracies": 0.9125000238418579,
      "rewards/chosen": -1.921875,
      "rewards/margins": 4.375,
      "rewards/rejected": -6.3125,
      "step": 280
    },
    {
      "epoch": 0.606694560669456,
      "grad_norm": 29.808042971238702,
      "learning_rate": 2.0100351342479216e-07,
      "logits/chosen": -2.359375,
      "logits/rejected": -2.078125,
      "logps/chosen": -504.0,
      "logps/rejected": -892.0,
      "loss": 0.2046,
      "rewards/accuracies": 0.875,
      "rewards/chosen": -2.40625,
      "rewards/margins": 4.0625,
      "rewards/rejected": -6.46875,
      "step": 290
    },
    {
      "epoch": 0.6276150627615062,
      "grad_norm": 24.901363485174162,
      "learning_rate": 1.8323929841460178e-07,
      "logits/chosen": -2.390625,
      "logits/rejected": -2.03125,
      "logps/chosen": -544.0,
      "logps/rejected": -1024.0,
      "loss": 0.1633,
      "rewards/accuracies": 0.925000011920929,
      "rewards/chosen": -2.375,
      "rewards/margins": 5.125,
      "rewards/rejected": -7.5,
      "step": 300
    },
    {
      "epoch": 0.6485355648535565,
      "grad_norm": 37.43441496699697,
      "learning_rate": 1.6583128063291573e-07,
      "logits/chosen": -2.109375,
      "logits/rejected": -1.9765625,
      "logps/chosen": -628.0,
      "logps/rejected": -1096.0,
      "loss": 0.1643,
      "rewards/accuracies": 0.9312499761581421,
      "rewards/chosen": -3.265625,
      "rewards/margins": 5.0,
      "rewards/rejected": -8.25,
      "step": 310
    },
    {
      "epoch": 0.6694560669456067,
      "grad_norm": 37.48003403608105,
      "learning_rate": 1.488723393865766e-07,
      "logits/chosen": -2.28125,
      "logits/rejected": -1.8984375,
      "logps/chosen": -664.0,
      "logps/rejected": -1200.0,
      "loss": 0.1704,
      "rewards/accuracies": 0.8999999761581421,
      "rewards/chosen": -3.578125,
      "rewards/margins": 5.46875,
      "rewards/rejected": -9.0625,
      "step": 320
    },
    {
      "epoch": 0.6903765690376569,
      "grad_norm": 28.243117125958133,
      "learning_rate": 1.3245295796480788e-07,
      "logits/chosen": -2.296875,
      "logits/rejected": -1.9375,
      "logps/chosen": -616.0,
      "logps/rejected": -1112.0,
      "loss": 0.1781,
      "rewards/accuracies": 0.9312499761581421,
      "rewards/chosen": -3.421875,
      "rewards/margins": 5.03125,
      "rewards/rejected": -8.4375,
      "step": 330
    },
    {
      "epoch": 0.7112970711297071,
      "grad_norm": 32.38858546736874,
      "learning_rate": 1.1666074087171627e-07,
      "logits/chosen": -2.375,
      "logits/rejected": -2.09375,
      "logps/chosen": -684.0,
      "logps/rejected": -1200.0,
      "loss": 0.1773,
      "rewards/accuracies": 0.8999999761581421,
      "rewards/chosen": -3.765625,
      "rewards/margins": 5.1875,
      "rewards/rejected": -8.9375,
      "step": 340
    },
    {
      "epoch": 0.7322175732217573,
      "grad_norm": 20.881908991758937,
      "learning_rate": 1.0157994641835734e-07,
      "logits/chosen": -2.125,
      "logits/rejected": -1.8359375,
      "logps/chosen": -672.0,
      "logps/rejected": -1176.0,
      "loss": 0.1391,
      "rewards/accuracies": 0.925000011920929,
      "rewards/chosen": -4.0,
      "rewards/margins": 5.0,
      "rewards/rejected": -9.0,
      "step": 350
    },
    {
      "epoch": 0.7531380753138075,
      "grad_norm": 47.96096036564937,
      "learning_rate": 8.729103716819111e-08,
      "logits/chosen": -2.3125,
      "logits/rejected": -1.859375,
      "logps/chosen": -772.0,
      "logps/rejected": -1328.0,
      "loss": 0.1579,
      "rewards/accuracies": 0.9375,
      "rewards/chosen": -4.625,
      "rewards/margins": 5.71875,
      "rewards/rejected": -10.375,
      "step": 360
    },
    {
      "epoch": 0.7740585774058577,
      "grad_norm": 26.83924066040214,
      "learning_rate": 7.387025063449081e-08,
      "logits/chosen": -2.15625,
      "logits/rejected": -1.8203125,
      "logps/chosen": -692.0,
      "logps/rejected": -1216.0,
      "loss": 0.1937,
      "rewards/accuracies": 0.925000011920929,
      "rewards/chosen": -4.09375,
      "rewards/margins": 5.6875,
      "rewards/rejected": -9.75,
      "step": 370
    },
    {
      "epoch": 0.7949790794979079,
      "grad_norm": 20.889028958191947,
      "learning_rate": 6.138919252022435e-08,
      "logits/chosen": -2.078125,
      "logits/rejected": -1.828125,
      "logps/chosen": -608.0,
      "logps/rejected": -1144.0,
      "loss": 0.1732,
      "rewards/accuracies": 0.925000011920929,
      "rewards/chosen": -3.625,
      "rewards/margins": 5.15625,
      "rewards/rejected": -8.75,
      "step": 380
    },
    {
      "epoch": 0.8158995815899581,
      "grad_norm": 34.69509873753847,
      "learning_rate": 4.991445467064689e-08,
      "logits/chosen": -2.3125,
      "logits/rejected": -1.9609375,
      "logps/chosen": -704.0,
      "logps/rejected": -1248.0,
      "loss": 0.1511,
      "rewards/accuracies": 0.949999988079071,
      "rewards/chosen": -3.890625,
      "rewards/margins": 5.625,
      "rewards/rejected": -9.5,
      "step": 390
    },
    {
      "epoch": 0.8368200836820083,
      "grad_norm": 33.52819855991653,
      "learning_rate": 3.9507259776993954e-08,
      "logits/chosen": -2.234375,
      "logits/rejected": -1.96875,
      "logps/chosen": -684.0,
      "logps/rejected": -1248.0,
      "loss": 0.1726,
      "rewards/accuracies": 0.893750011920929,
      "rewards/chosen": -4.0625,
      "rewards/margins": 5.53125,
      "rewards/rejected": -9.5625,
      "step": 400
    },
    {
      "epoch": 0.8577405857740585,
      "grad_norm": 26.436772284559964,
      "learning_rate": 3.022313472693447e-08,
      "logits/chosen": -2.328125,
      "logits/rejected": -2.015625,
      "logps/chosen": -704.0,
      "logps/rejected": -1240.0,
      "loss": 0.1649,
      "rewards/accuracies": 0.9312499761581421,
      "rewards/chosen": -4.0625,
      "rewards/margins": 5.65625,
      "rewards/rejected": -9.75,
      "step": 410
    },
    {
      "epoch": 0.8786610878661087,
      "grad_norm": 24.368544694437634,
      "learning_rate": 2.2111614344599684e-08,
      "logits/chosen": -2.1875,
      "logits/rejected": -2.03125,
      "logps/chosen": -712.0,
      "logps/rejected": -1192.0,
      "loss": 0.1711,
      "rewards/accuracies": 0.918749988079071,
      "rewards/chosen": -3.90625,
      "rewards/margins": 5.15625,
      "rewards/rejected": -9.0625,
      "step": 420
    },
    {
      "epoch": 0.899581589958159,
      "grad_norm": 18.822439290497464,
      "learning_rate": 1.521597710086439e-08,
      "logits/chosen": -2.15625,
      "logits/rejected": -1.6875,
      "logps/chosen": -672.0,
      "logps/rejected": -1208.0,
      "loss": 0.1708,
      "rewards/accuracies": 0.8999999761581421,
      "rewards/chosen": -3.8125,
      "rewards/margins": 5.84375,
      "rewards/rejected": -9.6875,
      "step": 430
    },
    {
      "epoch": 0.9205020920502092,
      "grad_norm": 37.62001312817063,
      "learning_rate": 9.57301420397924e-09,
      "logits/chosen": -2.234375,
      "logits/rejected": -1.953125,
      "logps/chosen": -680.0,
      "logps/rejected": -1304.0,
      "loss": 0.1607,
      "rewards/accuracies": 0.949999988079071,
      "rewards/chosen": -3.8125,
      "rewards/margins": 6.25,
      "rewards/rejected": -10.0625,
      "step": 440
    },
    {
      "epoch": 0.9414225941422594,
      "grad_norm": 20.4070987924558,
      "learning_rate": 5.212833302556258e-09,
      "logits/chosen": -2.265625,
      "logits/rejected": -1.9609375,
      "logps/chosen": -656.0,
      "logps/rejected": -1240.0,
      "loss": 0.153,
      "rewards/accuracies": 0.9375,
      "rewards/chosen": -3.5625,
      "rewards/margins": 5.84375,
      "rewards/rejected": -9.4375,
      "step": 450
    },
    {
      "epoch": 0.9623430962343096,
      "grad_norm": 20.790605983769925,
      "learning_rate": 2.158697848236607e-09,
      "logits/chosen": -2.171875,
      "logits/rejected": -1.8671875,
      "logps/chosen": -668.0,
      "logps/rejected": -1232.0,
      "loss": 0.1462,
      "rewards/accuracies": 0.9375,
      "rewards/chosen": -3.875,
      "rewards/margins": 5.75,
      "rewards/rejected": -9.625,
      "step": 460
    },
    {
      "epoch": 0.9832635983263598,
      "grad_norm": 38.726643797088684,
      "learning_rate": 4.269029751107489e-10,
      "logits/chosen": -2.171875,
      "logits/rejected": -1.9140625,
      "logps/chosen": -700.0,
      "logps/rejected": -1184.0,
      "loss": 0.148,
      "rewards/accuracies": 0.9312499761581421,
      "rewards/chosen": -4.0625,
      "rewards/margins": 5.0625,
      "rewards/rejected": -9.125,
      "step": 470
    },
    {
      "epoch": 1.0,
      "step": 478,
      "total_flos": 0.0,
      "train_loss": 0.2593778032638039,
      "train_runtime": 6907.5185,
      "train_samples_per_second": 8.85,
      "train_steps_per_second": 0.069
    }
  ],
  "logging_steps": 10,
  "max_steps": 478,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}