File size: 26,855 Bytes
c118d96
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.5675488430095608,
  "eval_steps": 1024,
  "global_step": 12288,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.011823934229365849,
      "grad_norm": 1.1381809711456299,
      "learning_rate": 1.9615384615384617e-05,
      "loss": 10.3904,
      "step": 256
    },
    {
      "epoch": 0.023647868458731697,
      "grad_norm": 1.2398728132247925,
      "learning_rate": 3.930769230769231e-05,
      "loss": 7.9162,
      "step": 512
    },
    {
      "epoch": 0.03547180268809755,
      "grad_norm": 1.1707866191864014,
      "learning_rate": 4.999617095521894e-05,
      "loss": 5.6793,
      "step": 768
    },
    {
      "epoch": 0.047295736917463395,
      "grad_norm": 0.7125558853149414,
      "learning_rate": 4.9961092368776736e-05,
      "loss": 3.8181,
      "step": 1024
    },
    {
      "epoch": 0.047295736917463395,
      "eval_acr_loss": 0.9955622624588883,
      "eval_across_var": 0.0022213522599452947,
      "eval_bleu": 0.5783933701616512,
      "eval_ce_loss": 2.3272575776870936,
      "eval_cos_loss": 0.9208345009039526,
      "eval_cov": 0.0631596116714826,
      "eval_cov_loss": 0.006449785340815511,
      "eval_global_kurtosis": 3.5549826104891356,
      "eval_global_mean": -0.0015338476934389437,
      "eval_global_var": 0.2108087409032534,
      "eval_loss": 2.798912787001971,
      "eval_mse_loss": 1.9040727988225685,
      "eval_per_var": 0.2048030487478596,
      "eval_within_var": 0.2086275832633994,
      "step": 1024
    },
    {
      "epoch": 0.047295736917463395,
      "eval_acr_loss": 0.9955622624588883,
      "eval_across_var": 0.0022213522599452947,
      "eval_bleu": 0.5783933701616512,
      "eval_ce_loss": 2.3272575776870936,
      "eval_cos_loss": 0.9208345009039526,
      "eval_cov": 0.0631596116714826,
      "eval_cov_loss": 0.006449785340815511,
      "eval_global_kurtosis": 3.5549826104891356,
      "eval_global_mean": -0.0015338476934389437,
      "eval_global_var": 0.2108087409032534,
      "eval_loss": 2.798912787001971,
      "eval_mse_loss": 1.9040727988225685,
      "eval_per_var": 0.2048030487478596,
      "eval_runtime": 160.1579,
      "eval_samples_per_second": 174.784,
      "eval_steps_per_second": 2.735,
      "eval_within_var": 0.2086275832633994,
      "step": 1024
    },
    {
      "epoch": 0.05911967114682925,
      "grad_norm": 0.39322802424430847,
      "learning_rate": 4.988941132556799e-05,
      "loss": 2.7155,
      "step": 1280
    },
    {
      "epoch": 0.0709436053761951,
      "grad_norm": 0.3898029327392578,
      "learning_rate": 4.9781232937269974e-05,
      "loss": 2.1064,
      "step": 1536
    },
    {
      "epoch": 0.08276753960556095,
      "grad_norm": 0.2939172387123108,
      "learning_rate": 4.963671583455164e-05,
      "loss": 1.7128,
      "step": 1792
    },
    {
      "epoch": 0.09459147383492679,
      "grad_norm": 0.27661314606666565,
      "learning_rate": 4.945607193446079e-05,
      "loss": 1.4405,
      "step": 2048
    },
    {
      "epoch": 0.09459147383492679,
      "eval_acr_loss": 0.9952529187071814,
      "eval_across_var": 0.0023763778212280372,
      "eval_bleu": 0.8110985901711817,
      "eval_ce_loss": 0.6872511814990544,
      "eval_cos_loss": 0.7538281038199386,
      "eval_cov": 0.06513830733625856,
      "eval_cov_loss": 0.006921744725739235,
      "eval_global_kurtosis": 3.977810041000854,
      "eval_global_mean": -0.0010168063858328345,
      "eval_global_var": 0.2243758249500571,
      "eval_loss": 1.0947843177677834,
      "eval_mse_loss": 1.6233446619826364,
      "eval_per_var": 0.21794232930222604,
      "eval_within_var": 0.22208662303887547,
      "step": 2048
    },
    {
      "epoch": 0.09459147383492679,
      "eval_acr_loss": 0.9952529187071814,
      "eval_across_var": 0.0023763778212280372,
      "eval_bleu": 0.8110985901711817,
      "eval_ce_loss": 0.6872511814990544,
      "eval_cos_loss": 0.7538281038199386,
      "eval_cov": 0.06513830733625856,
      "eval_cov_loss": 0.006921744725739235,
      "eval_global_kurtosis": 3.977810041000854,
      "eval_global_mean": -0.0010168063858328345,
      "eval_global_var": 0.2243758249500571,
      "eval_loss": 1.0947843177677834,
      "eval_mse_loss": 1.6233446619826364,
      "eval_per_var": 0.21794232930222604,
      "eval_runtime": 155.3139,
      "eval_samples_per_second": 180.235,
      "eval_steps_per_second": 2.82,
      "eval_within_var": 0.22208662303887547,
      "step": 2048
    },
    {
      "epoch": 0.10641540806429264,
      "grad_norm": 0.19573667645454407,
      "learning_rate": 4.923956612967301e-05,
      "loss": 1.2426,
      "step": 2304
    },
    {
      "epoch": 0.1182393422936585,
      "grad_norm": 0.19026412069797516,
      "learning_rate": 4.898751590005826e-05,
      "loss": 1.0857,
      "step": 2560
    },
    {
      "epoch": 0.13006327652302435,
      "grad_norm": 0.17090244591236115,
      "learning_rate": 4.870029084713462e-05,
      "loss": 0.9634,
      "step": 2816
    },
    {
      "epoch": 0.1418872107523902,
      "grad_norm": 0.15054035186767578,
      "learning_rate": 4.837831215209188e-05,
      "loss": 0.866,
      "step": 3072
    },
    {
      "epoch": 0.1418872107523902,
      "eval_acr_loss": 0.9946045773486568,
      "eval_across_var": 0.002701379077032753,
      "eval_bleu": 0.8988671192714057,
      "eval_ce_loss": 0.32117312840402945,
      "eval_cos_loss": 0.5974249733637457,
      "eval_cov": 0.06391607136486872,
      "eval_cov_loss": 0.006677505914249445,
      "eval_global_kurtosis": 4.353016280692462,
      "eval_global_mean": 0.0002520815150378502,
      "eval_global_var": 0.2451829605450913,
      "eval_loss": 0.6672432675753555,
      "eval_mse_loss": 1.3342886499073952,
      "eval_per_var": 0.23811486649186644,
      "eval_within_var": 0.2426148920094586,
      "step": 3072
    },
    {
      "epoch": 0.1418872107523902,
      "eval_acr_loss": 0.9946045773486568,
      "eval_across_var": 0.002701379077032753,
      "eval_bleu": 0.8988671192714057,
      "eval_ce_loss": 0.32117312840402945,
      "eval_cos_loss": 0.5974249733637457,
      "eval_cov": 0.06391607136486872,
      "eval_cov_loss": 0.006677505914249445,
      "eval_global_kurtosis": 4.353016280692462,
      "eval_global_mean": 0.0002520815150378502,
      "eval_global_var": 0.2451829605450913,
      "eval_loss": 0.6672432675753555,
      "eval_mse_loss": 1.3342886499073952,
      "eval_per_var": 0.23811486649186644,
      "eval_runtime": 155.4012,
      "eval_samples_per_second": 180.134,
      "eval_steps_per_second": 2.819,
      "eval_within_var": 0.2426148920094586,
      "step": 3072
    },
    {
      "epoch": 0.15371114498175603,
      "grad_norm": 0.1389162540435791,
      "learning_rate": 4.802205195817963e-05,
      "loss": 0.7877,
      "step": 3328
    },
    {
      "epoch": 0.1655350792111219,
      "grad_norm": 0.13399961590766907,
      "learning_rate": 4.763203267836576e-05,
      "loss": 0.7208,
      "step": 3584
    },
    {
      "epoch": 0.17735901344048774,
      "grad_norm": 0.11527423560619354,
      "learning_rate": 4.720882622928019e-05,
      "loss": 0.6654,
      "step": 3840
    },
    {
      "epoch": 0.18918294766985358,
      "grad_norm": 0.11336533725261688,
      "learning_rate": 4.675305319256765e-05,
      "loss": 0.6197,
      "step": 4096
    },
    {
      "epoch": 0.18918294766985358,
      "eval_acr_loss": 0.9938907430052213,
      "eval_across_var": 0.0030593323472410984,
      "eval_bleu": 0.9366627287855721,
      "eval_ce_loss": 0.1859381996333327,
      "eval_cos_loss": 0.4787035355829213,
      "eval_cov": 0.0628127006635274,
      "eval_cov_loss": 0.006437324723186286,
      "eval_global_kurtosis": 4.670551087758312,
      "eval_global_mean": -0.0007838325141227408,
      "eval_global_var": 0.2651386696454053,
      "eval_loss": 0.48502123158544164,
      "eval_mse_loss": 1.1087831166236912,
      "eval_per_var": 0.257416468232734,
      "eval_within_var": 0.2622626631363342,
      "step": 4096
    },
    {
      "epoch": 0.18918294766985358,
      "eval_acr_loss": 0.9938907430052213,
      "eval_across_var": 0.0030593323472410984,
      "eval_bleu": 0.9366627287855721,
      "eval_ce_loss": 0.1859381996333327,
      "eval_cos_loss": 0.4787035355829213,
      "eval_cov": 0.0628127006635274,
      "eval_cov_loss": 0.006437324723186286,
      "eval_global_kurtosis": 4.670551087758312,
      "eval_global_mean": -0.0007838325141227408,
      "eval_global_var": 0.2651386696454053,
      "eval_loss": 0.48502123158544164,
      "eval_mse_loss": 1.1087831166236912,
      "eval_per_var": 0.257416468232734,
      "eval_runtime": 156.5211,
      "eval_samples_per_second": 178.845,
      "eval_steps_per_second": 2.798,
      "eval_within_var": 0.2622626631363342,
      "step": 4096
    },
    {
      "epoch": 0.20100688189921945,
      "grad_norm": 0.11432790011167526,
      "learning_rate": 4.6265381904878854e-05,
      "loss": 0.5778,
      "step": 4352
    },
    {
      "epoch": 0.2128308161285853,
      "grad_norm": 0.1015966460108757,
      "learning_rate": 4.57465274778347e-05,
      "loss": 0.5464,
      "step": 4608
    },
    {
      "epoch": 0.22465475035795113,
      "grad_norm": 0.0999189242720604,
      "learning_rate": 4.519725074940068e-05,
      "loss": 0.5131,
      "step": 4864
    },
    {
      "epoch": 0.236478684587317,
      "grad_norm": 0.09335104376077652,
      "learning_rate": 4.461835716820895e-05,
      "loss": 0.4865,
      "step": 5120
    },
    {
      "epoch": 0.236478684587317,
      "eval_acr_loss": 0.993116364903646,
      "eval_across_var": 0.0034477898343912745,
      "eval_bleu": 0.9567762367252449,
      "eval_ce_loss": 0.12156322401136024,
      "eval_cos_loss": 0.39367829685069655,
      "eval_cov": 0.06181878912938784,
      "eval_cov_loss": 0.006211797137995629,
      "eval_global_kurtosis": 4.93804465472426,
      "eval_global_mean": -0.00010290959654333384,
      "eval_global_var": 0.2838530518692922,
      "eval_loss": 0.3869279193687657,
      "eval_mse_loss": 0.946567648213748,
      "eval_per_var": 0.2755494836258562,
      "eval_within_var": 0.28062804267831043,
      "step": 5120
    },
    {
      "epoch": 0.236478684587317,
      "eval_acr_loss": 0.993116364903646,
      "eval_across_var": 0.0034477898343912745,
      "eval_bleu": 0.9567762367252449,
      "eval_ce_loss": 0.12156322401136024,
      "eval_cos_loss": 0.39367829685069655,
      "eval_cov": 0.06181878912938784,
      "eval_cov_loss": 0.006211797137995629,
      "eval_global_kurtosis": 4.93804465472426,
      "eval_global_mean": -0.00010290959654333384,
      "eval_global_var": 0.2838530518692922,
      "eval_loss": 0.3869279193687657,
      "eval_mse_loss": 0.946567648213748,
      "eval_per_var": 0.2755494836258562,
      "eval_runtime": 155.284,
      "eval_samples_per_second": 180.27,
      "eval_steps_per_second": 2.821,
      "eval_within_var": 0.28062804267831043,
      "step": 5120
    },
    {
      "epoch": 0.24830261881668284,
      "grad_norm": 0.0941869243979454,
      "learning_rate": 4.401069561246422e-05,
      "loss": 0.4632,
      "step": 5376
    },
    {
      "epoch": 0.2601265530460487,
      "grad_norm": 0.09946911782026291,
      "learning_rate": 4.337515714516545e-05,
      "loss": 0.4419,
      "step": 5632
    },
    {
      "epoch": 0.27195048727541454,
      "grad_norm": 0.1010931134223938,
      "learning_rate": 4.2712673707468434e-05,
      "loss": 0.4267,
      "step": 5888
    },
    {
      "epoch": 0.2837744215047804,
      "grad_norm": 0.08404899388551712,
      "learning_rate": 4.202421675210565e-05,
      "loss": 0.4103,
      "step": 6144
    },
    {
      "epoch": 0.2837744215047804,
      "eval_acr_loss": 0.9921849604066648,
      "eval_across_var": 0.003915222487135973,
      "eval_bleu": 0.968595516462779,
      "eval_ce_loss": 0.08580248714445933,
      "eval_cos_loss": 0.3347833108956411,
      "eval_cov": 0.06079366326876427,
      "eval_cov_loss": 0.006003422991130246,
      "eval_global_kurtosis": 5.130746393987577,
      "eval_global_mean": -5.609749659011353e-05,
      "eval_global_var": 0.3024344945062785,
      "eval_loss": 0.3278743654625601,
      "eval_mse_loss": 0.836360767143502,
      "eval_per_var": 0.2935495594320776,
      "eval_within_var": 0.2987868603506045,
      "step": 6144
    },
    {
      "epoch": 0.2837744215047804,
      "eval_acr_loss": 0.9921849604066648,
      "eval_across_var": 0.003915222487135973,
      "eval_bleu": 0.968595516462779,
      "eval_ce_loss": 0.08580248714445933,
      "eval_cos_loss": 0.3347833108956411,
      "eval_cov": 0.06079366326876427,
      "eval_cov_loss": 0.006003422991130246,
      "eval_global_kurtosis": 5.130746393987577,
      "eval_global_mean": -5.609749659011353e-05,
      "eval_global_var": 0.3024344945062785,
      "eval_loss": 0.3278743654625601,
      "eval_mse_loss": 0.836360767143502,
      "eval_per_var": 0.2935495594320776,
      "eval_runtime": 154.5518,
      "eval_samples_per_second": 181.124,
      "eval_steps_per_second": 2.834,
      "eval_within_var": 0.2987868603506045,
      "step": 6144
    },
    {
      "epoch": 0.2955983557341462,
      "grad_norm": 0.08095081150531769,
      "learning_rate": 4.131079581886694e-05,
      "loss": 0.393,
      "step": 6400
    },
    {
      "epoch": 0.30742228996351206,
      "grad_norm": 0.08812420070171356,
      "learning_rate": 4.057345705423016e-05,
      "loss": 0.3806,
      "step": 6656
    },
    {
      "epoch": 0.3192462241928779,
      "grad_norm": 0.08378447592258453,
      "learning_rate": 3.981328167731251e-05,
      "loss": 0.3703,
      "step": 6912
    },
    {
      "epoch": 0.3310701584222438,
      "grad_norm": 0.0990639477968216,
      "learning_rate": 3.9031384394391954e-05,
      "loss": 0.3564,
      "step": 7168
    },
    {
      "epoch": 0.3310701584222438,
      "eval_acr_loss": 0.9909341404699299,
      "eval_across_var": 0.004543303069233316,
      "eval_bleu": 0.9765803459841506,
      "eval_ce_loss": 0.06368093232551938,
      "eval_cos_loss": 0.2937984631894386,
      "eval_cov": 0.059937150511023114,
      "eval_cov_loss": 0.005822429295255033,
      "eval_global_kurtosis": 5.257898571284394,
      "eval_global_mean": -0.0003388445126955912,
      "eval_global_var": 0.3208498323344749,
      "eval_loss": 0.28962595475046604,
      "eval_mse_loss": 0.762596405532262,
      "eval_per_var": 0.311440385095605,
      "eval_within_var": 0.31661272981123295,
      "step": 7168
    },
    {
      "epoch": 0.3310701584222438,
      "eval_acr_loss": 0.9909341404699299,
      "eval_across_var": 0.004543303069233316,
      "eval_bleu": 0.9765803459841506,
      "eval_ce_loss": 0.06368093232551938,
      "eval_cos_loss": 0.2937984631894386,
      "eval_cov": 0.059937150511023114,
      "eval_cov_loss": 0.005822429295255033,
      "eval_global_kurtosis": 5.257898571284394,
      "eval_global_mean": -0.0003388445126955912,
      "eval_global_var": 0.3208498323344749,
      "eval_loss": 0.28962595475046604,
      "eval_mse_loss": 0.762596405532262,
      "eval_per_var": 0.311440385095605,
      "eval_runtime": 152.728,
      "eval_samples_per_second": 183.287,
      "eval_steps_per_second": 2.868,
      "eval_within_var": 0.31661272981123295,
      "step": 7168
    },
    {
      "epoch": 0.34289409265160964,
      "grad_norm": 0.07939422130584717,
      "learning_rate": 3.822891176432382e-05,
      "loss": 0.3491,
      "step": 7424
    },
    {
      "epoch": 0.3547180268809755,
      "grad_norm": 0.0864938348531723,
      "learning_rate": 3.7407040517249335e-05,
      "loss": 0.3399,
      "step": 7680
    },
    {
      "epoch": 0.3665419611103413,
      "grad_norm": 0.08456117659807205,
      "learning_rate": 3.6566975829061614e-05,
      "loss": 0.3307,
      "step": 7936
    },
    {
      "epoch": 0.37836589533970716,
      "grad_norm": 0.06939388811588287,
      "learning_rate": 3.5709949554159355e-05,
      "loss": 0.3222,
      "step": 8192
    },
    {
      "epoch": 0.37836589533970716,
      "eval_acr_loss": 0.9887979859358644,
      "eval_across_var": 0.005616884891232943,
      "eval_bleu": 0.9814701772398943,
      "eval_ce_loss": 0.04945951889877178,
      "eval_cos_loss": 0.2659321248395258,
      "eval_cov": 0.05915525950253282,
      "eval_cov_loss": 0.005664959631766699,
      "eval_global_kurtosis": 5.291959479519221,
      "eval_global_mean": 0.00022150909519631025,
      "eval_global_var": 0.3408019183433219,
      "eval_loss": 0.26449544942134046,
      "eval_mse_loss": 0.7161998211248825,
      "eval_per_var": 0.3309253710045662,
      "eval_within_var": 0.3355388471252842,
      "step": 8192
    },
    {
      "epoch": 0.37836589533970716,
      "eval_acr_loss": 0.9887979859358644,
      "eval_across_var": 0.005616884891232943,
      "eval_bleu": 0.9814701772398943,
      "eval_ce_loss": 0.04945951889877178,
      "eval_cos_loss": 0.2659321248395258,
      "eval_cov": 0.05915525950253282,
      "eval_cov_loss": 0.005664959631766699,
      "eval_global_kurtosis": 5.291959479519221,
      "eval_global_mean": 0.00022150909519631025,
      "eval_global_var": 0.3408019183433219,
      "eval_loss": 0.26449544942134046,
      "eval_mse_loss": 0.7161998211248825,
      "eval_per_var": 0.3309253710045662,
      "eval_runtime": 152.3388,
      "eval_samples_per_second": 183.755,
      "eval_steps_per_second": 2.875,
      "eval_within_var": 0.3355388471252842,
      "step": 8192
    },
    {
      "epoch": 0.390189829569073,
      "grad_norm": 0.07356765121221542,
      "learning_rate": 3.483721841907964e-05,
      "loss": 0.3166,
      "step": 8448
    },
    {
      "epoch": 0.4020137637984389,
      "grad_norm": 0.10812926292419434,
      "learning_rate": 3.395006217965885e-05,
      "loss": 0.3106,
      "step": 8704
    },
    {
      "epoch": 0.41383769802780473,
      "grad_norm": 0.08505494147539139,
      "learning_rate": 3.3049781744423665e-05,
      "loss": 0.3032,
      "step": 8960
    },
    {
      "epoch": 0.4256616322571706,
      "grad_norm": 0.07096228003501892,
      "learning_rate": 3.213769726696439e-05,
      "loss": 0.2986,
      "step": 9216
    },
    {
      "epoch": 0.4256616322571706,
      "eval_acr_loss": 0.9829728993923152,
      "eval_across_var": 0.008550605183832993,
      "eval_bleu": 0.9851257395247456,
      "eval_ce_loss": 0.0397455885402484,
      "eval_cos_loss": 0.24592996208362927,
      "eval_cov": 0.05898399875588613,
      "eval_cov_loss": 0.005632478560929157,
      "eval_global_kurtosis": 5.217721328343431,
      "eval_global_mean": 0.0015772416439230584,
      "eval_global_var": 0.3661223111087329,
      "eval_loss": 0.24666939634982854,
      "eval_mse_loss": 0.6856855016592975,
      "eval_per_var": 0.355949227668379,
      "eval_within_var": 0.3579468384180983,
      "step": 9216
    },
    {
      "epoch": 0.4256616322571706,
      "eval_acr_loss": 0.9829728993923152,
      "eval_across_var": 0.008550605183832993,
      "eval_bleu": 0.9851257395247456,
      "eval_ce_loss": 0.0397455885402484,
      "eval_cos_loss": 0.24592996208362927,
      "eval_cov": 0.05898399875588613,
      "eval_cov_loss": 0.005632478560929157,
      "eval_global_kurtosis": 5.217721328343431,
      "eval_global_mean": 0.0015772416439230584,
      "eval_global_var": 0.3661223111087329,
      "eval_loss": 0.24666939634982854,
      "eval_mse_loss": 0.6856855016592975,
      "eval_per_var": 0.355949227668379,
      "eval_runtime": 150.6898,
      "eval_samples_per_second": 185.766,
      "eval_steps_per_second": 2.907,
      "eval_within_var": 0.3579468384180983,
      "step": 9216
    },
    {
      "epoch": 0.4374855664865364,
      "grad_norm": 0.07909992337226868,
      "learning_rate": 3.121514621008757e-05,
      "loss": 0.294,
      "step": 9472
    },
    {
      "epoch": 0.44930950071590225,
      "grad_norm": 0.10224120318889618,
      "learning_rate": 3.0283481384586697e-05,
      "loss": 0.2906,
      "step": 9728
    },
    {
      "epoch": 0.4611334349452681,
      "grad_norm": 0.07880751043558121,
      "learning_rate": 2.9344068965507027e-05,
      "loss": 0.2855,
      "step": 9984
    },
    {
      "epoch": 0.472957369174634,
      "grad_norm": 0.09268064051866531,
      "learning_rate": 2.839828648881323e-05,
      "loss": 0.2825,
      "step": 10240
    },
    {
      "epoch": 0.472957369174634,
      "eval_acr_loss": 0.9428148437036227,
      "eval_across_var": 0.029026934383734722,
      "eval_bleu": 0.9874667625866159,
      "eval_ce_loss": 0.03316931340409673,
      "eval_cos_loss": 0.23319579296868687,
      "eval_cov": 0.06389001297624144,
      "eval_cov_loss": 0.0071894081860151325,
      "eval_global_kurtosis": 4.941469875100541,
      "eval_global_mean": 0.0006307871102198074,
      "eval_global_var": 0.4374793762485731,
      "eval_loss": 0.23165297341537258,
      "eval_mse_loss": 0.6704898216680849,
      "eval_per_var": 0.4275816477597032,
      "eval_within_var": 0.40892007232528843,
      "step": 10240
    },
    {
      "epoch": 0.472957369174634,
      "eval_acr_loss": 0.9428148437036227,
      "eval_across_var": 0.029026934383734722,
      "eval_bleu": 0.9874667625866159,
      "eval_ce_loss": 0.03316931340409673,
      "eval_cos_loss": 0.23319579296868687,
      "eval_cov": 0.06389001297624144,
      "eval_cov_loss": 0.0071894081860151325,
      "eval_global_kurtosis": 4.941469875100541,
      "eval_global_mean": 0.0006307871102198074,
      "eval_global_var": 0.4374793762485731,
      "eval_loss": 0.23165297341537258,
      "eval_mse_loss": 0.6704898216680849,
      "eval_per_var": 0.4275816477597032,
      "eval_runtime": 151.8849,
      "eval_samples_per_second": 184.304,
      "eval_steps_per_second": 2.884,
      "eval_within_var": 0.40892007232528843,
      "step": 10240
    },
    {
      "epoch": 0.48478130340399983,
      "grad_norm": 0.12065292149782181,
      "learning_rate": 2.7447520831397623e-05,
      "loss": 0.2767,
      "step": 10496
    },
    {
      "epoch": 0.49660523763336567,
      "grad_norm": 0.12913434207439423,
      "learning_rate": 2.6493166177391138e-05,
      "loss": 0.2652,
      "step": 10752
    },
    {
      "epoch": 0.5084291718627315,
      "grad_norm": 0.14671213924884796,
      "learning_rate": 2.5536621973758952e-05,
      "loss": 0.2329,
      "step": 11008
    },
    {
      "epoch": 0.5202531060920974,
      "grad_norm": 0.13414837419986725,
      "learning_rate": 2.4579290878178904e-05,
      "loss": 0.2016,
      "step": 11264
    },
    {
      "epoch": 0.5202531060920974,
      "eval_acr_loss": 0.02229548650542855,
      "eval_across_var": 0.9048832782871647,
      "eval_bleu": 0.987608544196938,
      "eval_ce_loss": 0.031427863691869666,
      "eval_cos_loss": 0.2381418139490907,
      "eval_cov": 0.05971070729434218,
      "eval_cov_loss": 0.007483123698522715,
      "eval_global_kurtosis": 23.39030278872137,
      "eval_global_mean": -0.007102423879109561,
      "eval_global_var": 1.6357934681792237,
      "eval_loss": 0.14085906721889702,
      "eval_mse_loss": 0.7002158846757184,
      "eval_per_var": 1.6518420911815068,
      "eval_within_var": 0.7377716272933298,
      "step": 11264
    },
    {
      "epoch": 0.5202531060920974,
      "eval_acr_loss": 0.02229548650542855,
      "eval_across_var": 0.9048832782871647,
      "eval_bleu": 0.987608544196938,
      "eval_ce_loss": 0.031427863691869666,
      "eval_cos_loss": 0.2381418139490907,
      "eval_cov": 0.05971070729434218,
      "eval_cov_loss": 0.007483123698522715,
      "eval_global_kurtosis": 23.39030278872137,
      "eval_global_mean": -0.007102423879109561,
      "eval_global_var": 1.6357934681792237,
      "eval_loss": 0.14085906721889702,
      "eval_mse_loss": 0.7002158846757184,
      "eval_per_var": 1.6518420911815068,
      "eval_runtime": 152.4278,
      "eval_samples_per_second": 183.648,
      "eval_steps_per_second": 2.873,
      "eval_within_var": 0.7377716272933298,
      "step": 11264
    },
    {
      "epoch": 0.5320770403214632,
      "grad_norm": 0.1328643560409546,
      "learning_rate": 2.362257670221181e-05,
      "loss": 0.1901,
      "step": 11520
    },
    {
      "epoch": 0.5439009745508291,
      "grad_norm": 0.1011626198887825,
      "learning_rate": 2.2667882352779608e-05,
      "loss": 0.1844,
      "step": 11776
    },
    {
      "epoch": 0.5557249087801949,
      "grad_norm": 0.11414045095443726,
      "learning_rate": 2.1720315230424133e-05,
      "loss": 0.18,
      "step": 12032
    },
    {
      "epoch": 0.5675488430095608,
      "grad_norm": 0.1001119315624237,
      "learning_rate": 2.0773833841855016e-05,
      "loss": 0.1774,
      "step": 12288
    },
    {
      "epoch": 0.5675488430095608,
      "eval_acr_loss": 0.016273215680705114,
      "eval_across_var": 0.9544410968207877,
      "eval_bleu": 0.9895506585988,
      "eval_ce_loss": 0.026713626858986678,
      "eval_cos_loss": 0.22355560778074612,
      "eval_cov": 0.055647828263234875,
      "eval_cov_loss": 0.006082957281973468,
      "eval_global_kurtosis": 32.18490342353577,
      "eval_global_mean": -0.013440034569126286,
      "eval_global_var": 1.8210059039668949,
      "eval_loss": 0.1298266947609649,
      "eval_mse_loss": 0.6762152809530633,
      "eval_per_var": 1.8439484339326484,
      "eval_within_var": 0.8750175644545795,
      "step": 12288
    },
    {
      "epoch": 0.5675488430095608,
      "eval_acr_loss": 0.016273215680705114,
      "eval_across_var": 0.9544410968207877,
      "eval_bleu": 0.9895506585988,
      "eval_ce_loss": 0.026713626858986678,
      "eval_cos_loss": 0.22355560778074612,
      "eval_cov": 0.055647828263234875,
      "eval_cov_loss": 0.006082957281973468,
      "eval_global_kurtosis": 32.18490342353577,
      "eval_global_mean": -0.013440034569126286,
      "eval_global_var": 1.8210059039668949,
      "eval_loss": 0.1298266947609649,
      "eval_mse_loss": 0.6762152809530633,
      "eval_per_var": 1.8439484339326484,
      "eval_runtime": 150.5474,
      "eval_samples_per_second": 185.941,
      "eval_steps_per_second": 2.909,
      "eval_within_var": 0.8750175644545795,
      "step": 12288
    }
  ],
  "logging_steps": 256,
  "max_steps": 21651,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 1024,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}