File size: 29,482 Bytes
6f645f3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "iterations": 45300,
  "parameter_count": 1046066688,
  "tokens_per_step": 262144,
  "processed_tokens": 11875123200,
  "elapsed_seconds": 529599.8804617687,
  "best_validation_loss": 3.3402066230773926,
  "history": [
    {
      "iteration": 500,
      "train_loss": 6.373349666595459,
      "validation_loss": 6.335325717926025,
      "learning_rate": 0.00024998914333562564,
      "elapsed_seconds": 5767.518404414877,
      "projected_total_hours": 145.1492131777744,
      "projected_total_cost_usd": 201.75740631710642
    },
    {
      "iteration": 1000,
      "train_loss": 4.988532066345215,
      "validation_loss": 4.971802234649658,
      "learning_rate": 0.0002498660738422774,
      "elapsed_seconds": 11607.223960213829,
      "projected_total_hours": 146.05756816602403,
      "projected_total_cost_usd": 203.02001975077337
    },
    {
      "iteration": 1500,
      "train_loss": 4.607588768005371,
      "validation_loss": 4.590364456176758,
      "learning_rate": 0.0002496061035966192,
      "elapsed_seconds": 17444.452618559822,
      "projected_total_hours": 146.33957474458518,
      "projected_total_cost_usd": 203.41200889497338
    },
    {
      "iteration": 2000,
      "train_loss": 4.4110026359558105,
      "validation_loss": 4.396660327911377,
      "learning_rate": 0.00024920954933234997,
      "elapsed_seconds": 23283.12628326984,
      "projected_total_hours": 146.4896695322394,
      "projected_total_cost_usd": 203.62064064981274
    },
    {
      "iteration": 2500,
      "train_loss": 4.2808990478515625,
      "validation_loss": 4.268635272979736,
      "learning_rate": 0.0002486768941897562,
      "elapsed_seconds": 29123.792723594932,
      "projected_total_hours": 146.58975670876117,
      "projected_total_cost_usd": 203.759761825178
    },
    {
      "iteration": 3000,
      "train_loss": 4.190364837646484,
      "validation_loss": 4.175224781036377,
      "learning_rate": 0.00024800878712707996,
      "elapsed_seconds": 34969.42657046695,
      "projected_total_hours": 146.67731700390306,
      "projected_total_cost_usd": 203.88147063542525
    },
    {
      "iteration": 3500,
      "train_loss": 4.114880561828613,
      "validation_loss": 4.1017656326293945,
      "learning_rate": 0.00024720604212986305,
      "elapsed_seconds": 40825.30353703792,
      "projected_total_hours": 146.77668652601727,
      "projected_total_cost_usd": 204.01959427116398
    },
    {
      "iteration": 4000,
      "train_loss": 4.059500217437744,
      "validation_loss": 4.044155120849609,
      "learning_rate": 0.00024626963721923123,
      "elapsed_seconds": 46672.65582661284,
      "projected_total_hours": 146.8243964545529,
      "projected_total_cost_usd": 204.08591107182852
    },
    {
      "iteration": 4500,
      "train_loss": 8.15172290802002,
      "validation_loss": 8.112296104431152,
      "learning_rate": 0.00024520071326032596,
      "elapsed_seconds": 52528.73340205988,
      "projected_total_hours": 146.8859026613156,
      "projected_total_cost_usd": 204.17140469922867
    },
    {
      "iteration": 5000,
      "train_loss": 4.006167411804199,
      "validation_loss": 3.99216365814209,
      "learning_rate": 0.0002440005725723361,
      "elapsed_seconds": 58357.20548674604,
      "projected_total_hours": 146.86563380831086,
      "projected_total_cost_usd": 204.1432309935521
    },
    {
      "iteration": 5500,
      "train_loss": 3.950077772140503,
      "validation_loss": 3.9378490447998047,
      "learning_rate": 0.00024267067734182245,
      "elapsed_seconds": 64213.86831258284,
      "projected_total_hours": 146.91354720000012,
      "projected_total_cost_usd": 204.20983060800015
    },
    {
      "iteration": 6000,
      "train_loss": 3.9144349098205566,
      "validation_loss": 3.9045145511627197,
      "learning_rate": 0.0002412126478412687,
      "elapsed_seconds": 70062.76474088593,
      "projected_total_hours": 146.93718716491355,
      "projected_total_cost_usd": 204.24269015922982
    },
    {
      "iteration": 6500,
      "train_loss": 3.884676933288574,
      "validation_loss": 3.875600814819336,
      "learning_rate": 0.00023962826045502908,
      "elapsed_seconds": 75910.68644157494,
      "projected_total_hours": 146.9553032394592,
      "projected_total_cost_usd": 204.26787150284827
    },
    {
      "iteration": 7000,
      "train_loss": 3.8586838245391846,
      "validation_loss": 3.849705219268799,
      "learning_rate": 0.00023791944551507753,
      "elapsed_seconds": 81744.92833834188,
      "projected_total_hours": 146.94624022725742,
      "projected_total_cost_usd": 204.2552739158878
    },
    {
      "iteration": 7500,
      "train_loss": 3.8353729248046875,
      "validation_loss": 3.826043128967285,
      "learning_rate": 0.00023608828494919563,
      "elapsed_seconds": 87577.26776477997,
      "projected_total_hours": 146.93519369424195,
      "projected_total_cost_usd": 204.23991923499628
    },
    {
      "iteration": 8000,
      "train_loss": 3.810929775238037,
      "validation_loss": 3.804882764816284,
      "learning_rate": 0.00023413700974446423,
      "elapsed_seconds": 93414.80510617001,
      "projected_total_hours": 146.93370386491324,
      "projected_total_cost_usd": 204.2378483722294
    },
    {
      "iteration": 8500,
      "train_loss": 3.7886407375335693,
      "validation_loss": 3.783992290496826,
      "learning_rate": 0.00023206799722914946,
      "elapsed_seconds": 99244.98037643894,
      "projected_total_hours": 146.92149055727725,
      "projected_total_cost_usd": 204.22087187461537
    },
    {
      "iteration": 9000,
      "train_loss": 3.766958713531494,
      "validation_loss": 3.7680282592773438,
      "learning_rate": 0.0002298837681762942,
      "elapsed_seconds": 105085.86910354486,
      "projected_total_hours": 146.92561328365994,
      "projected_total_cost_usd": 204.2266024642873
    },
    {
      "iteration": 9500,
      "train_loss": 3.7498161792755127,
      "validation_loss": 3.7501485347747803,
      "learning_rate": 0.00022758698373254472,
      "elapsed_seconds": 110928.114993172,
      "projected_total_hours": 146.93109968393833,
      "projected_total_cost_usd": 204.23422856067427
    },
    {
      "iteration": 10000,
      "train_loss": 3.730133056640625,
      "validation_loss": 3.7339835166931152,
      "learning_rate": 0.00022518044217595314,
      "elapsed_seconds": 116778.32068712497,
      "projected_total_hours": 146.94605353129893,
      "projected_total_cost_usd": 204.2550144085055
    },
    {
      "iteration": 10500,
      "train_loss": 3.7131927013397217,
      "validation_loss": 3.7187798023223877,
      "learning_rate": 0.00022266707550670694,
      "elapsed_seconds": 122624.58746308996,
      "projected_total_hours": 146.9548627533856,
      "projected_total_cost_usd": 204.26725922720598
    },
    {
      "iteration": 11000,
      "train_loss": 3.6982581615448,
      "validation_loss": 3.7051968574523926,
      "learning_rate": 0.0002200499458749381,
      "elapsed_seconds": 128481.97054895293,
      "projected_total_hours": 146.9755875219083,
      "projected_total_cost_usd": 204.2960666554525
    },
    {
      "iteration": 11500,
      "train_loss": 3.681401252746582,
      "validation_loss": 3.6900885105133057,
      "learning_rate": 0.00021733224184996498,
      "elapsed_seconds": 134351.35519558704,
      "projected_total_hours": 147.00764227922932,
      "projected_total_cost_usd": 204.34062276812872
    },
    {
      "iteration": 12000,
      "train_loss": 3.667637825012207,
      "validation_loss": 3.6769940853118896,
      "learning_rate": 0.0002145172745355119,
      "elapsed_seconds": 140210.84609409282,
      "projected_total_hours": 147.02665111255567,
      "projected_total_cost_usd": 204.36704504645238
    },
    {
      "iteration": 12500,
      "train_loss": 3.6528677940368652,
      "validation_loss": 3.6665825843811035,
      "learning_rate": 0.00021160847353563888,
      "elapsed_seconds": 146071.26893039,
      "projected_total_hours": 147.04507738992595,
      "projected_total_cost_usd": 204.39265757199706
    },
    {
      "iteration": 13000,
      "train_loss": 3.639846086502075,
      "validation_loss": 3.653087854385376,
      "learning_rate": 0.000208609382776298,
      "elapsed_seconds": 151925.76889001392,
      "projected_total_hours": 147.05635322046217,
      "projected_total_cost_usd": 204.40833097644241
    },
    {
      "iteration": 13500,
      "train_loss": 3.629678964614868,
      "validation_loss": 3.6425936222076416,
      "learning_rate": 0.0002055236561876049,
      "elapsed_seconds": 157782.4660434397,
      "projected_total_hours": 147.06884180592218,
      "projected_total_cost_usd": 204.4256901102318
    },
    {
      "iteration": 14000,
      "train_loss": 3.6172244548797607,
      "validation_loss": 3.634115219116211,
      "learning_rate": 0.00020235505325208816,
      "elapsed_seconds": 163627.8123262967,
      "projected_total_hours": 147.07023607899285,
      "projected_total_cost_usd": 204.42762814980006
    },
    {
      "iteration": 14500,
      "train_loss": 3.602062463760376,
      "validation_loss": 3.626448154449463,
      "learning_rate": 0.00019910743442433889,
      "elapsed_seconds": 169474.427039932,
      "projected_total_hours": 147.07263495994098,
      "projected_total_cost_usd": 204.43096259431795
    },
    {
      "iteration": 15000,
      "train_loss": 3.596639394760132,
      "validation_loss": 3.617069721221924,
      "learning_rate": 0.00019578475642764132,
      "elapsed_seconds": 175318.30801315093,
      "projected_total_hours": 147.07258061103215,
      "projected_total_cost_usd": 204.43088704933467
    },
    {
      "iteration": 15500,
      "train_loss": 3.5822103023529053,
      "validation_loss": 3.604166030883789,
      "learning_rate": 0.00019239106743331515,
      "elapsed_seconds": 181170.80125680007,
      "projected_total_hours": 147.07952145041295,
      "projected_total_cost_usd": 204.440534816074
    },
    {
      "iteration": 16000,
      "train_loss": 3.5695128440856934,
      "validation_loss": 3.594214677810669,
      "learning_rate": 0.0001889305021286422,
      "elapsed_seconds": 187022.97385376412,
      "projected_total_hours": 147.0857763120749,
      "projected_total_cost_usd": 204.4492290737841
    },
    {
      "iteration": 16500,
      "train_loss": 3.5584664344787598,
      "validation_loss": 3.585881233215332,
      "learning_rate": 0.00018540727667938712,
      "elapsed_seconds": 192868.98684213776,
      "projected_total_hours": 147.08695461193335,
      "projected_total_cost_usd": 204.45086691058734
    },
    {
      "iteration": 17000,
      "train_loss": 3.5498061180114746,
      "validation_loss": 3.5772714614868164,
      "learning_rate": 0.0001818256835930484,
      "elapsed_seconds": 198710.49392023915,
      "projected_total_hours": 147.08472834292212,
      "projected_total_cost_usd": 204.44777239666172
    },
    {
      "iteration": 17500,
      "train_loss": 3.538649797439575,
      "validation_loss": 3.5700178146362305,
      "learning_rate": 0.0001781900864890997,
      "elapsed_seconds": 204562.4459545957,
      "projected_total_hours": 147.09013971020931,
      "projected_total_cost_usd": 204.45529419719094
    },
    {
      "iteration": 18000,
      "train_loss": 3.5280675888061523,
      "validation_loss": 3.563185453414917,
      "learning_rate": 0.00017450491478259136,
      "elapsed_seconds": 210410.987407709,
      "projected_total_hours": 147.09286619705583,
      "projected_total_cost_usd": 204.45908401390759
    },
    {
      "iteration": 18500,
      "train_loss": 3.517913579940796,
      "validation_loss": 3.5548534393310547,
      "learning_rate": 0.0001707746582875906,
      "elapsed_seconds": 216262.0165603701,
      "projected_total_hours": 147.09713739016163,
      "projected_total_cost_usd": 204.46502097232465
    },
    {
      "iteration": 19000,
      "train_loss": 3.50887393951416,
      "validation_loss": 3.5479366779327393,
      "learning_rate": 0.00016700386174703456,
      "elapsed_seconds": 222117.43233659677,
      "projected_total_hours": 147.10408895976366,
      "projected_total_cost_usd": 204.47468365407147
    },
    {
      "iteration": 19500,
      "train_loss": 3.5005223751068115,
      "validation_loss": 3.54071044921875,
      "learning_rate": 0.00016319711929566126,
      "elapsed_seconds": 227972.2531674751,
      "projected_total_hours": 147.11030012089205,
      "projected_total_cost_usd": 204.48331716803995
    },
    {
      "iteration": 20000,
      "train_loss": 3.4909307956695557,
      "validation_loss": 3.531663179397583,
      "learning_rate": 0.00015935906886276402,
      "elapsed_seconds": 233830.57044673292,
      "projected_total_hours": 147.11840057273616,
      "projected_total_cost_usd": 204.49457679610325
    },
    {
      "iteration": 20500,
      "train_loss": 3.486023187637329,
      "validation_loss": 3.5255727767944336,
      "learning_rate": 0.0001554943865215889,
      "elapsed_seconds": 239679.68671904784,
      "projected_total_hours": 147.12045810803343,
      "projected_total_cost_usd": 204.49743677016644
    },
    {
      "iteration": 21000,
      "train_loss": 3.4791877269744873,
      "validation_loss": 3.5202720165252686,
      "learning_rate": 0.00015160778079226003,
      "elapsed_seconds": 245518.76395338494,
      "projected_total_hours": 147.1164022101632,
      "projected_total_cost_usd": 204.4917990721268
    },
    {
      "iteration": 21500,
      "train_loss": 3.469804048538208,
      "validation_loss": 3.5100693702697754,
      "learning_rate": 0.0001477039869051728,
      "elapsed_seconds": 251360.50779337808,
      "projected_total_hours": 147.114095646512,
      "projected_total_cost_usd": 204.48859294865167
    },
    {
      "iteration": 22000,
      "train_loss": 3.4615044593811035,
      "validation_loss": 3.505176067352295,
      "learning_rate": 0.00014378776103184527,
      "elapsed_seconds": 257201.9809560948,
      "projected_total_hours": 147.1117391074633,
      "projected_total_cost_usd": 204.485317359374
    },
    {
      "iteration": 22500,
      "train_loss": 3.4569902420043945,
      "validation_loss": 3.499898672103882,
      "learning_rate": 0.00013986387449025582,
      "elapsed_seconds": 263036.7369214799,
      "projected_total_hours": 147.10573064867953,
      "projected_total_cost_usd": 204.47696560166452
    },
    {
      "iteration": 23000,
      "train_loss": 3.4522955417633057,
      "validation_loss": 3.4949960708618164,
      "learning_rate": 0.00013593710793172693,
      "elapsed_seconds": 268878.98143927194,
      "projected_total_hours": 147.10408042510892,
      "projected_total_cost_usd": 204.47467179090137
    },
    {
      "iteration": 23500,
      "train_loss": 3.4453978538513184,
      "validation_loss": 3.488229751586914,
      "learning_rate": 0.0001320122455164382,
      "elapsed_seconds": 274705.03559077205,
      "projected_total_hours": 147.09383111420772,
      "projected_total_cost_usd": 204.46042524874872
    },
    {
      "iteration": 24000,
      "train_loss": 3.43698787689209,
      "validation_loss": 3.482897996902466,
      "learning_rate": 0.00012809406908466384,
      "elapsed_seconds": 280538.5956518408,
      "projected_total_hours": 147.08794424801377,
      "projected_total_cost_usd": 204.45224250473913
    },
    {
      "iteration": 24500,
      "train_loss": 3.426966667175293,
      "validation_loss": 3.475834846496582,
      "learning_rate": 0.00012418735233083727,
      "elapsed_seconds": 286381.1681528948,
      "projected_total_hours": 147.08692650029633,
      "projected_total_cost_usd": 204.45082783541187
    },
    {
      "iteration": 25000,
      "train_loss": 3.4196131229400635,
      "validation_loss": 3.471196174621582,
      "learning_rate": 0.00012029685498753944,
      "elapsed_seconds": 292214.37232685275,
      "projected_total_hours": 147.08123407118256,
      "projected_total_cost_usd": 204.44291535894374
    },
    {
      "iteration": 25500,
      "train_loss": 3.4136993885040283,
      "validation_loss": 3.4657559394836426,
      "learning_rate": 0.00011642731702649787,
      "elapsed_seconds": 298058.5812796368,
      "projected_total_hours": 147.08119533733714,
      "projected_total_cost_usd": 204.4428615188986
    },
    {
      "iteration": 26000,
      "train_loss": 3.4060094356536865,
      "validation_loss": 3.460638999938965,
      "learning_rate": 0.0001125834528836616,
      "elapsed_seconds": 303898.8813599739,
      "projected_total_hours": 147.07926629921815,
      "projected_total_cost_usd": 204.4401801559132
    },
    {
      "iteration": 26500,
      "train_loss": 3.397285223007202,
      "validation_loss": 3.456627130508423,
      "learning_rate": 0.00010876994571538669,
      "elapsed_seconds": 309734.5375928958,
      "projected_total_hours": 147.0752049576329,
      "projected_total_cost_usd": 204.43453489110973
    },
    {
      "iteration": 27000,
      "train_loss": 3.3896384239196777,
      "validation_loss": 3.450105667114258,
      "learning_rate": 0.00010499144169273202,
      "elapsed_seconds": 315585.65890582977,
      "projected_total_hours": 147.0785015270997,
      "projected_total_cost_usd": 204.43911712266856
    },
    {
      "iteration": 27500,
      "train_loss": 3.3839428424835205,
      "validation_loss": 3.444591999053955,
      "learning_rate": 0.0001012525443408152,
      "elapsed_seconds": 321438.789508109,
      "projected_total_hours": 147.08259762340742,
      "projected_total_cost_usd": 204.4448106965363
    },
    {
      "iteration": 28000,
      "train_loss": 3.3783419132232666,
      "validation_loss": 3.4397692680358887,
      "learning_rate": 9.755780893012659e-05,
      "elapsed_seconds": 327273.82601866405,
      "projected_total_hours": 147.0784158595782,
      "projected_total_cost_usd": 204.43899804481367
    },
    {
      "iteration": 28500,
      "train_loss": 3.3702282905578613,
      "validation_loss": 3.4354019165039062,
      "learning_rate": 9.391173692663375e-05,
      "elapsed_seconds": 333119.06978819985,
      "projected_total_hours": 147.07888753806483,
      "projected_total_cost_usd": 204.43965367791012
    },
    {
      "iteration": 29000,
      "train_loss": 3.364657402038574,
      "validation_loss": 3.432204246520996,
      "learning_rate": 9.03187705074386e-05,
      "elapsed_seconds": 338967.86247838195,
      "projected_total_hours": 147.08088285699907,
      "projected_total_cost_usd": 204.4424271712287
    },
    {
      "iteration": 29500,
      "train_loss": 3.361586332321167,
      "validation_loss": 3.4272539615631104,
      "learning_rate": 8.678328714866887e-05,
      "elapsed_seconds": 344816.71290178783,
      "projected_total_hours": 147.08283516432195,
      "projected_total_cost_usd": 204.4451408784075
    },
    {
      "iteration": 30000,
      "train_loss": 3.3544201850891113,
      "validation_loss": 3.4213171005249023,
      "learning_rate": 8.330959429219775e-05,
      "elapsed_seconds": 350665.20799918985,
      "projected_total_hours": 147.08457335521572,
      "projected_total_cost_usd": 204.44755696374983
    },
    {
      "iteration": 30500,
      "train_loss": 3.3491179943084717,
      "validation_loss": 3.4158291816711426,
      "learning_rate": 7.99019240976895e-05,
      "elapsed_seconds": 356519.57499028975,
      "projected_total_hours": 147.0886771134802,
      "projected_total_cost_usd": 204.45326118773747
    },
    {
      "iteration": 31000,
      "train_loss": 3.34259033203125,
      "validation_loss": 3.414461135864258,
      "learning_rate": 7.656442828636477e-05,
      "elapsed_seconds": 362371.10408779606,
      "projected_total_hours": 147.09149655176665,
      "projected_total_cost_usd": 204.45718020695563
    },
    {
      "iteration": 31500,
      "train_loss": 3.336934804916382,
      "validation_loss": 3.4084677696228027,
      "learning_rate": 7.330117308276784e-05,
      "elapsed_seconds": 368224.406660873,
      "projected_total_hours": 147.0949349359572,
      "projected_total_cost_usd": 204.46195956098052
    },
    {
      "iteration": 32000,
      "train_loss": 3.332810878753662,
      "validation_loss": 3.4053311347961426,
      "learning_rate": 7.011613426069842e-05,
      "elapsed_seconds": 374078.46307888115,
      "projected_total_hours": 147.09856230445587,
      "projected_total_cost_usd": 204.46700160319364
    },
    {
      "iteration": 32500,
      "train_loss": 3.325847864151001,
      "validation_loss": 3.3993771076202393,
      "learning_rate": 6.701319229934343e-05,
      "elapsed_seconds": 379934.33091358515,
      "projected_total_hours": 147.1027794050035,
      "projected_total_cost_usd": 204.47286337295486
    },
    {
      "iteration": 33000,
      "train_loss": 3.3214898109436035,
      "validation_loss": 3.3968589305877686,
      "learning_rate": 6.39961276555114e-05,
      "elapsed_seconds": 385785.82466378994,
      "projected_total_hours": 147.1052008187684,
      "projected_total_cost_usd": 204.47622913808806
    },
    {
      "iteration": 33500,
      "train_loss": 3.3171088695526123,
      "validation_loss": 3.393434762954712,
      "learning_rate": 6.106861615772748e-05,
      "elapsed_seconds": 391644.3146269447,
      "projected_total_hours": 147.11017788226033,
      "projected_total_cost_usd": 204.48314725634185
    },
    {
      "iteration": 34000,
      "train_loss": 3.312814712524414,
      "validation_loss": 3.388615131378174,
      "learning_rate": 5.823422452780332e-05,
      "elapsed_seconds": 397495.1632606508,
      "projected_total_hours": 147.11218052048596,
      "projected_total_cost_usd": 204.48593092347548
    },
    {
      "iteration": 34500,
      "train_loss": 3.305443048477173,
      "validation_loss": 3.3842084407806396,
      "learning_rate": 5.549640603533529e-05,
      "elapsed_seconds": 403351.415478304,
      "projected_total_hours": 147.11609598363265,
      "projected_total_cost_usd": 204.49137341724938
    },
    {
      "iteration": 35000,
      "train_loss": 3.299060583114624,
      "validation_loss": 3.3820013999938965,
      "learning_rate": 5.285849629042789e-05,
      "elapsed_seconds": 409202.1039497829,
      "projected_total_hours": 147.11789927718385,
      "projected_total_cost_usd": 204.49387999528554
    },
    {
      "iteration": 35500,
      "train_loss": 3.2942333221435547,
      "validation_loss": 3.3802318572998047,
      "learning_rate": 5.032370917976645e-05,
      "elapsed_seconds": 415038.40922521707,
      "projected_total_hours": 147.11455350471311,
      "projected_total_cost_usd": 204.4892293715512
    },
    {
      "iteration": 36000,
      "train_loss": 3.2915239334106445,
      "validation_loss": 3.375929594039917,
      "learning_rate": 4.7895132950991336e-05,
      "elapsed_seconds": 420878.96743322304,
      "projected_total_hours": 147.11278722781637,
      "projected_total_cost_usd": 204.48677424666474
    },
    {
      "iteration": 36500,
      "train_loss": 3.284877300262451,
      "validation_loss": 3.3734710216522217,
      "learning_rate": 4.55757264501437e-05,
      "elapsed_seconds": 426712.58293662686,
      "projected_total_hours": 147.1086758525814,
      "projected_total_cost_usd": 204.48105943508813
    },
    {
      "iteration": 37000,
      "train_loss": 3.2819366455078125,
      "validation_loss": 3.370877742767334,
      "learning_rate": 4.336831551676778e-05,
      "elapsed_seconds": 432558.64357199613,
      "projected_total_hours": 147.10890806164736,
      "projected_total_cost_usd": 204.4813822056898
    },
    {
      "iteration": 37500,
      "train_loss": 3.2778007984161377,
      "validation_loss": 3.368626594543457,
      "learning_rate": 4.12755895410602e-05,
      "elapsed_seconds": 438408.5406104899,
      "projected_total_hours": 147.11042140485327,
      "projected_total_cost_usd": 204.48348575274602
    },
    {
      "iteration": 38000,
      "train_loss": 3.2740094661712646,
      "validation_loss": 3.3664190769195557,
      "learning_rate": 3.930009818726269e-05,
      "elapsed_seconds": 444255.0420406908,
      "projected_total_hours": 147.11077050031648,
      "projected_total_cost_usd": 204.48397099543988
    },
    {
      "iteration": 38500,
      "train_loss": 3.270355224609375,
      "validation_loss": 3.36319637298584,
      "learning_rate": 3.744424828728872e-05,
      "elapsed_seconds": 450094.42088113073,
      "projected_total_hours": 147.10878258236093,
      "projected_total_cost_usd": 204.4812077894817
    },
    {
      "iteration": 39000,
      "train_loss": 3.267413854598999,
      "validation_loss": 3.3608386516571045,
      "learning_rate": 3.571030090836964e-05,
      "elapsed_seconds": 455934.32394408295,
      "projected_total_hours": 147.1070147768302,
      "projected_total_cost_usd": 204.47875053979396
    },
    {
      "iteration": 39500,
      "train_loss": 3.2651331424713135,
      "validation_loss": 3.3594908714294434,
      "learning_rate": 3.410036859829256e-05,
      "elapsed_seconds": 461770.6794984429,
      "projected_total_hours": 147.10416161237316,
      "projected_total_cost_usd": 204.47478464119868
    },
    {
      "iteration": 40000,
      "train_loss": 3.261547803878784,
      "validation_loss": 3.3563365936279297,
      "learning_rate": 3.261641281158625e-05,
      "elapsed_seconds": 467615.53966924874,
      "projected_total_hours": 147.1040551876178,
      "projected_total_cost_usd": 204.47463671078873
    },
    {
      "iteration": 40500,
      "train_loss": 3.2590126991271973,
      "validation_loss": 3.3551130294799805,
      "learning_rate": 3.126024151979095e-05,
      "elapsed_seconds": 473461.22736253403,
      "projected_total_hours": 147.10420850152806,
      "projected_total_cost_usd": 204.47484981712398
    },
    {
      "iteration": 41000,
      "train_loss": 3.255312919616699,
      "validation_loss": 3.3526666164398193,
      "learning_rate": 3.0033507008723506e-05,
      "elapsed_seconds": 479312.32710030675,
      "projected_total_hours": 147.1060190897283,
      "projected_total_cost_usd": 204.47736653472234
    },
    {
      "iteration": 41500,
      "train_loss": 3.2539491653442383,
      "validation_loss": 3.350898504257202,
      "learning_rate": 2.8937703865421725e-05,
      "elapsed_seconds": 485160.5302867908,
      "projected_total_hours": 147.10690777772172,
      "projected_total_cost_usd": 204.47860181103317
    },
    {
      "iteration": 42000,
      "train_loss": 3.2522432804107666,
      "validation_loss": 3.349637746810913,
      "learning_rate": 2.797416715722014e-05,
      "elapsed_seconds": 491000.89962377073,
      "projected_total_hours": 147.1054282602964,
      "projected_total_cost_usd": 204.47654528181198
    },
    {
      "iteration": 42500,
      "train_loss": 3.2494194507598877,
      "validation_loss": 3.347707509994507,
      "learning_rate": 2.7144070805176307e-05,
      "elapsed_seconds": 496843.76710513374,
      "projected_total_hours": 147.10472320171607,
      "projected_total_cost_usd": 204.47556525038533
    },
    {
      "iteration": 43000,
      "train_loss": 3.247154474258423,
      "validation_loss": 3.3457424640655518,
      "learning_rate": 2.6448426153828607e-05,
      "elapsed_seconds": 502679.92955206474,
      "projected_total_hours": 147.10207240767787,
      "projected_total_cost_usd": 204.47188064667222
    },
    {
      "iteration": 43500,
      "train_loss": 3.2443184852600098,
      "validation_loss": 3.3455331325531006,
      "learning_rate": 2.588808073902886e-05,
      "elapsed_seconds": 508520.75622208,
      "projected_total_hours": 147.10083178071662,
      "projected_total_cost_usd": 204.47015617519608
    },
    {
      "iteration": 44000,
      "train_loss": 3.2425286769866943,
      "validation_loss": 3.344048500061035,
      "learning_rate": 2.5463717255350436e-05,
      "elapsed_seconds": 514355.92856104113,
      "projected_total_hours": 147.0980022968129,
      "projected_total_cost_usd": 204.4662231925699
    },
    {
      "iteration": 44500,
      "train_loss": 3.2407639026641846,
      "validation_loss": 3.343557834625244,
      "learning_rate": 2.5175852724329982e-05,
      "elapsed_seconds": 520196.1437763069,
      "projected_total_hours": 147.0966623786935,
      "projected_total_cost_usd": 204.46436070638396
    },
    {
      "iteration": 45000,
      "train_loss": 3.239764928817749,
      "validation_loss": 3.3421542644500732,
      "learning_rate": 2.5024837864556432e-05,
      "elapsed_seconds": 526028.3676926447,
      "projected_total_hours": 147.09311763257287,
      "projected_total_cost_usd": 204.45943350927627
    },
    {
      "iteration": 45300,
      "train_loss": 3.2387826442718506,
      "validation_loss": 3.3402066230773926,
      "learning_rate": 2.5000000274155676e-05,
      "elapsed_seconds": 529567.9590760078,
      "projected_total_hours": 147.1022108544466,
      "projected_total_cost_usd": 204.47207308768077
    }
  ],
  "environment": {
    "python": "3.11.10",
    "platform": "Linux-6.8.0-124-generic-x86_64-with-glibc2.35",
    "torch": "2.5.1+cu124",
    "cuda": "12.4",
    "gpu": "NVIDIA A100 80GB PCIe"
  },
  "data_manifest_sha256": "c8cb248a827a40f241297474b8e1c2e64589ecd3dbaebe860474aa401697bf98",
  "peak_vram_bytes": 54941026304,
  "gpu_total_bytes": 85093777408,
  "estimated_training_cost_usd": 204.4843982894051
}