kanishka commited on
Commit
bc369b4
1 Parent(s): 7e8a02e

End of training

Browse files
README.md CHANGED
@@ -1,11 +1,23 @@
1
  ---
2
  tags:
3
  - generated_from_trainer
 
 
4
  metrics:
5
  - accuracy
6
  model-index:
7
  - name: smolm-autoreg-bpe-counterfactual-babylm-pipps-random_removal-seed_211-1e-3
8
- results: []
 
 
 
 
 
 
 
 
 
 
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -13,7 +25,7 @@ should probably proofread and complete it, then remove this comment. -->
13
 
14
  # smolm-autoreg-bpe-counterfactual-babylm-pipps-random_removal-seed_211-1e-3
15
 
16
- This model was trained from scratch on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
  - Loss: 3.3976
19
  - Accuracy: 0.4113
 
1
  ---
2
  tags:
3
  - generated_from_trainer
4
+ datasets:
5
+ - kanishka/counterfactual-babylm-pipps-random_removal
6
  metrics:
7
  - accuracy
8
  model-index:
9
  - name: smolm-autoreg-bpe-counterfactual-babylm-pipps-random_removal-seed_211-1e-3
10
+ results:
11
+ - task:
12
+ name: Causal Language Modeling
13
+ type: text-generation
14
+ dataset:
15
+ name: kanishka/counterfactual-babylm-pipps-random_removal
16
+ type: kanishka/counterfactual-babylm-pipps-random_removal
17
+ metrics:
18
+ - name: Accuracy
19
+ type: accuracy
20
+ value: 0.4112973955375624
21
  ---
22
 
23
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
25
 
26
  # smolm-autoreg-bpe-counterfactual-babylm-pipps-random_removal-seed_211-1e-3
27
 
28
+ This model was trained from scratch on the kanishka/counterfactual-babylm-pipps-random_removal dataset.
29
  It achieves the following results on the evaluation set:
30
  - Loss: 3.3976
31
  - Accuracy: 0.4113
all_results.json CHANGED
@@ -1,15 +1,15 @@
1
  {
2
  "epoch": 20.0,
3
- "eval_accuracy": 0.40988659662430754,
4
- "eval_loss": 3.4119651317596436,
5
- "eval_runtime": 155.2726,
6
  "eval_samples": 57919,
7
- "eval_samples_per_second": 373.015,
8
- "eval_steps_per_second": 5.828,
9
- "perplexity": 30.324777928701113,
10
- "train_loss": 3.030422134530729,
11
- "train_runtime": 80926.4318,
12
  "train_samples": 594939,
13
- "train_samples_per_second": 147.032,
14
- "train_steps_per_second": 4.595
15
  }
 
1
  {
2
  "epoch": 20.0,
3
+ "eval_accuracy": 0.4112973955375624,
4
+ "eval_loss": 3.397616147994995,
5
+ "eval_runtime": 153.3879,
6
  "eval_samples": 57919,
7
+ "eval_samples_per_second": 377.598,
8
+ "eval_steps_per_second": 5.9,
9
+ "perplexity": 29.892755139058526,
10
+ "train_loss": 3.0277852818395514,
11
+ "train_runtime": 81849.4924,
12
  "train_samples": 594939,
13
+ "train_samples_per_second": 145.374,
14
+ "train_steps_per_second": 4.543
15
  }
eval_results.json CHANGED
@@ -1,10 +1,10 @@
1
  {
2
  "epoch": 20.0,
3
- "eval_accuracy": 0.40988659662430754,
4
- "eval_loss": 3.4119651317596436,
5
- "eval_runtime": 155.2726,
6
  "eval_samples": 57919,
7
- "eval_samples_per_second": 373.015,
8
- "eval_steps_per_second": 5.828,
9
- "perplexity": 30.324777928701113
10
  }
 
1
  {
2
  "epoch": 20.0,
3
+ "eval_accuracy": 0.4112973955375624,
4
+ "eval_loss": 3.397616147994995,
5
+ "eval_runtime": 153.3879,
6
  "eval_samples": 57919,
7
+ "eval_samples_per_second": 377.598,
8
+ "eval_steps_per_second": 5.9,
9
+ "perplexity": 29.892755139058526
10
  }
runs/Feb18_22-02-10_phyl-ling-p01.la.utexas.edu/events.out.tfevents.1708397699.phyl-ling-p01.la.utexas.edu.4148918.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:762ee3404bb28e317e93f6b0121f7453b7e8d985edd7386ce5d6a67525e86051
3
+ size 417
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 20.0,
3
- "train_loss": 3.030422134530729,
4
- "train_runtime": 80926.4318,
5
  "train_samples": 594939,
6
- "train_samples_per_second": 147.032,
7
- "train_steps_per_second": 4.595
8
  }
 
1
  {
2
  "epoch": 20.0,
3
+ "train_loss": 3.0277852818395514,
4
+ "train_runtime": 81849.4924,
5
  "train_samples": 594939,
6
+ "train_samples_per_second": 145.374,
7
+ "train_steps_per_second": 4.543
8
  }
trainer_state.json CHANGED
@@ -11,2417 +11,2417 @@
11
  {
12
  "epoch": 0.05,
13
  "learning_rate": 3.125e-05,
14
- "loss": 6.2298,
15
  "step": 1000
16
  },
17
  {
18
  "epoch": 0.11,
19
  "learning_rate": 6.25e-05,
20
- "loss": 5.0094,
21
  "step": 2000
22
  },
23
  {
24
  "epoch": 0.16,
25
  "learning_rate": 9.375e-05,
26
- "loss": 4.6802,
27
  "step": 3000
28
  },
29
  {
30
  "epoch": 0.22,
31
  "learning_rate": 0.000125,
32
- "loss": 4.4542,
33
  "step": 4000
34
  },
35
  {
36
  "epoch": 0.27,
37
  "learning_rate": 0.00015625,
38
- "loss": 4.2925,
39
  "step": 5000
40
  },
41
  {
42
  "epoch": 0.32,
43
  "learning_rate": 0.0001875,
44
- "loss": 4.1748,
45
  "step": 6000
46
  },
47
  {
48
  "epoch": 0.38,
49
  "learning_rate": 0.00021875,
50
- "loss": 4.0701,
51
  "step": 7000
52
  },
53
  {
54
  "epoch": 0.43,
55
  "learning_rate": 0.00025,
56
- "loss": 3.9851,
57
  "step": 8000
58
  },
59
  {
60
  "epoch": 0.48,
61
  "learning_rate": 0.00028121875,
62
- "loss": 3.913,
63
  "step": 9000
64
  },
65
  {
66
  "epoch": 0.54,
67
  "learning_rate": 0.00031246875000000003,
68
- "loss": 3.8497,
69
  "step": 10000
70
  },
71
  {
72
  "epoch": 0.59,
73
  "learning_rate": 0.00034368749999999997,
74
- "loss": 3.8077,
75
  "step": 11000
76
  },
77
  {
78
  "epoch": 0.65,
79
- "learning_rate": 0.0003749375,
80
- "loss": 3.7627,
81
  "step": 12000
82
  },
83
  {
84
  "epoch": 0.7,
85
  "learning_rate": 0.00040615625,
86
- "loss": 3.7397,
87
  "step": 13000
88
  },
89
  {
90
  "epoch": 0.75,
91
- "learning_rate": 0.00043737500000000005,
92
- "loss": 3.701,
93
  "step": 14000
94
  },
95
  {
96
  "epoch": 0.81,
97
- "learning_rate": 0.000468625,
98
- "loss": 3.6693,
99
  "step": 15000
100
  },
101
  {
102
  "epoch": 0.86,
103
  "learning_rate": 0.00049984375,
104
- "loss": 3.6554,
105
  "step": 16000
106
  },
107
  {
108
  "epoch": 0.91,
109
  "learning_rate": 0.00053109375,
110
- "loss": 3.6301,
111
  "step": 17000
112
  },
113
  {
114
  "epoch": 0.97,
115
- "learning_rate": 0.00056234375,
116
- "loss": 3.6072,
117
  "step": 18000
118
  },
119
  {
120
  "epoch": 1.0,
121
- "eval_accuracy": 0.3577459544837306,
122
- "eval_loss": 3.797168016433716,
123
- "eval_runtime": 152.3829,
124
- "eval_samples_per_second": 380.089,
125
- "eval_steps_per_second": 5.939,
126
  "step": 18592
127
  },
128
  {
129
  "epoch": 1.02,
130
- "learning_rate": 0.0005935625,
131
- "loss": 3.5799,
132
  "step": 19000
133
  },
134
  {
135
  "epoch": 1.08,
136
- "learning_rate": 0.0006248125,
137
- "loss": 3.5485,
138
  "step": 20000
139
  },
140
  {
141
  "epoch": 1.13,
142
- "learning_rate": 0.0006560625,
143
- "loss": 3.5406,
144
  "step": 21000
145
  },
146
  {
147
  "epoch": 1.18,
148
  "learning_rate": 0.00068728125,
149
- "loss": 3.5264,
150
  "step": 22000
151
  },
152
  {
153
  "epoch": 1.24,
154
- "learning_rate": 0.00071853125,
155
- "loss": 3.518,
156
  "step": 23000
157
  },
158
  {
159
  "epoch": 1.29,
160
- "learning_rate": 0.00074978125,
161
- "loss": 3.5133,
162
  "step": 24000
163
  },
164
  {
165
  "epoch": 1.34,
166
- "learning_rate": 0.0007810312499999999,
167
- "loss": 3.4955,
168
  "step": 25000
169
  },
170
  {
171
  "epoch": 1.4,
172
- "learning_rate": 0.00081225,
173
- "loss": 3.4875,
174
  "step": 26000
175
  },
176
  {
177
  "epoch": 1.45,
178
- "learning_rate": 0.0008435000000000001,
179
- "loss": 3.4788,
180
  "step": 27000
181
  },
182
  {
183
  "epoch": 1.51,
184
  "learning_rate": 0.00087471875,
185
- "loss": 3.4699,
186
  "step": 28000
187
  },
188
  {
189
  "epoch": 1.56,
190
- "learning_rate": 0.00090596875,
191
- "loss": 3.4636,
192
  "step": 29000
193
  },
194
  {
195
  "epoch": 1.61,
196
- "learning_rate": 0.00093721875,
197
- "loss": 3.4553,
198
  "step": 30000
199
  },
200
  {
201
  "epoch": 1.67,
202
- "learning_rate": 0.0009684375,
203
- "loss": 3.4444,
204
  "step": 31000
205
  },
206
  {
207
  "epoch": 1.72,
208
- "learning_rate": 0.0009996875,
209
- "loss": 3.437,
210
  "step": 32000
211
  },
212
  {
213
  "epoch": 1.77,
214
- "learning_rate": 0.0009970868644067796,
215
- "loss": 3.4315,
216
  "step": 33000
217
  },
218
  {
219
  "epoch": 1.83,
220
- "learning_rate": 0.0009941443032015066,
221
- "loss": 3.4193,
222
  "step": 34000
223
  },
224
  {
225
  "epoch": 1.88,
226
- "learning_rate": 0.0009912017419962335,
227
- "loss": 3.4093,
228
  "step": 35000
229
  },
230
  {
231
  "epoch": 1.94,
232
- "learning_rate": 0.0009882621233521657,
233
- "loss": 3.3989,
234
  "step": 36000
235
  },
236
  {
237
  "epoch": 1.99,
238
- "learning_rate": 0.0009853225047080979,
239
- "loss": 3.3863,
240
  "step": 37000
241
  },
242
  {
243
  "epoch": 2.0,
244
- "eval_accuracy": 0.38044785878682175,
245
- "eval_loss": 3.5804407596588135,
246
- "eval_runtime": 153.7328,
247
- "eval_samples_per_second": 376.751,
248
- "eval_steps_per_second": 5.887,
249
  "step": 37184
250
  },
251
  {
252
  "epoch": 2.04,
253
- "learning_rate": 0.000982379943502825,
254
- "loss": 3.3396,
255
  "step": 38000
256
  },
257
  {
258
  "epoch": 2.1,
259
- "learning_rate": 0.0009794373822975518,
260
- "loss": 3.328,
261
  "step": 39000
262
  },
263
  {
264
  "epoch": 2.15,
265
- "learning_rate": 0.000976497763653484,
266
- "loss": 3.3247,
267
  "step": 40000
268
  },
269
  {
270
  "epoch": 2.21,
271
- "learning_rate": 0.0009735552024482109,
272
- "loss": 3.3252,
273
  "step": 41000
274
  },
275
  {
276
  "epoch": 2.26,
277
  "learning_rate": 0.0009706155838041431,
278
- "loss": 3.3166,
279
  "step": 42000
280
  },
281
  {
282
  "epoch": 2.31,
283
- "learning_rate": 0.00096767302259887,
284
- "loss": 3.3188,
285
  "step": 43000
286
  },
287
  {
288
  "epoch": 2.37,
289
  "learning_rate": 0.0009647334039548023,
290
- "loss": 3.3129,
291
  "step": 44000
292
  },
293
  {
294
  "epoch": 2.42,
295
- "learning_rate": 0.0009617908427495293,
296
- "loss": 3.304,
297
  "step": 45000
298
  },
299
  {
300
  "epoch": 2.47,
301
- "learning_rate": 0.0009588482815442562,
302
- "loss": 3.2975,
303
  "step": 46000
304
  },
305
  {
306
  "epoch": 2.53,
307
- "learning_rate": 0.0009559086629001883,
308
- "loss": 3.2928,
309
  "step": 47000
310
  },
311
  {
312
  "epoch": 2.58,
313
- "learning_rate": 0.0009529661016949153,
314
- "loss": 3.2871,
315
  "step": 48000
316
  },
317
  {
318
  "epoch": 2.64,
319
- "learning_rate": 0.0009500235404896422,
320
- "loss": 3.2821,
321
  "step": 49000
322
  },
323
  {
324
  "epoch": 2.69,
325
- "learning_rate": 0.0009470809792843691,
326
- "loss": 3.2765,
327
  "step": 50000
328
  },
329
  {
330
  "epoch": 2.74,
331
- "learning_rate": 0.0009441413606403013,
332
- "loss": 3.2783,
333
  "step": 51000
334
  },
335
  {
336
  "epoch": 2.8,
337
- "learning_rate": 0.0009411987994350282,
338
- "loss": 3.2737,
339
  "step": 52000
340
  },
341
  {
342
  "epoch": 2.85,
343
- "learning_rate": 0.0009382591807909605,
344
- "loss": 3.2713,
345
  "step": 53000
346
  },
347
  {
348
  "epoch": 2.9,
349
- "learning_rate": 0.0009353166195856874,
350
- "loss": 3.2633,
351
  "step": 54000
352
  },
353
  {
354
  "epoch": 2.96,
355
- "learning_rate": 0.0009323770009416196,
356
- "loss": 3.2556,
357
  "step": 55000
358
  },
359
  {
360
  "epoch": 3.0,
361
- "eval_accuracy": 0.3910322096812649,
362
- "eval_loss": 3.472982168197632,
363
- "eval_runtime": 154.4664,
364
- "eval_samples_per_second": 374.962,
365
- "eval_steps_per_second": 5.859,
366
  "step": 55776
367
  },
368
  {
369
  "epoch": 3.01,
370
- "learning_rate": 0.0009294344397363465,
371
- "loss": 3.2424,
372
  "step": 56000
373
  },
374
  {
375
  "epoch": 3.07,
376
- "learning_rate": 0.0009264918785310734,
377
- "loss": 3.1944,
378
  "step": 57000
379
  },
380
  {
381
  "epoch": 3.12,
382
- "learning_rate": 0.0009235493173258004,
383
- "loss": 3.1947,
384
  "step": 58000
385
  },
386
  {
387
  "epoch": 3.17,
388
- "learning_rate": 0.0009206096986817327,
389
- "loss": 3.1979,
390
  "step": 59000
391
  },
392
  {
393
  "epoch": 3.23,
394
- "learning_rate": 0.0009176671374764596,
395
- "loss": 3.1974,
396
  "step": 60000
397
  },
398
  {
399
  "epoch": 3.28,
400
- "learning_rate": 0.0009147245762711865,
401
- "loss": 3.1978,
402
  "step": 61000
403
  },
404
  {
405
  "epoch": 3.33,
406
- "learning_rate": 0.0009117849576271187,
407
- "loss": 3.196,
408
  "step": 62000
409
  },
410
  {
411
  "epoch": 3.39,
412
- "learning_rate": 0.0009088423964218456,
413
- "loss": 3.1975,
414
  "step": 63000
415
  },
416
  {
417
  "epoch": 3.44,
418
  "learning_rate": 0.0009059057203389832,
419
- "loss": 3.1989,
420
  "step": 64000
421
  },
422
  {
423
  "epoch": 3.5,
424
  "learning_rate": 0.00090296315913371,
425
- "loss": 3.2003,
426
  "step": 65000
427
  },
428
  {
429
  "epoch": 3.55,
430
  "learning_rate": 0.000900020597928437,
431
- "loss": 3.1914,
432
  "step": 66000
433
  },
434
  {
435
  "epoch": 3.6,
436
- "learning_rate": 0.0008970809792843692,
437
- "loss": 3.1914,
438
  "step": 67000
439
  },
440
  {
441
  "epoch": 3.66,
442
  "learning_rate": 0.0008941413606403014,
443
- "loss": 3.1919,
444
  "step": 68000
445
  },
446
  {
447
  "epoch": 3.71,
448
  "learning_rate": 0.0008911987994350282,
449
- "loss": 3.1876,
450
  "step": 69000
451
  },
452
  {
453
  "epoch": 3.77,
454
  "learning_rate": 0.0008882562382297552,
455
- "loss": 3.1891,
456
  "step": 70000
457
  },
458
  {
459
  "epoch": 3.82,
460
  "learning_rate": 0.0008853136770244821,
461
- "loss": 3.1853,
462
  "step": 71000
463
  },
464
  {
465
  "epoch": 3.87,
466
- "learning_rate": 0.000882371115819209,
467
- "loss": 3.184,
468
  "step": 72000
469
  },
470
  {
471
  "epoch": 3.93,
472
- "learning_rate": 0.000879428554613936,
473
- "loss": 3.1845,
474
  "step": 73000
475
  },
476
  {
477
  "epoch": 3.98,
478
- "learning_rate": 0.0008764889359698683,
479
- "loss": 3.1829,
480
  "step": 74000
481
  },
482
  {
483
  "epoch": 4.0,
484
- "eval_accuracy": 0.3992117530567142,
485
- "eval_loss": 3.4019179344177246,
486
- "eval_runtime": 153.2776,
487
- "eval_samples_per_second": 377.87,
488
- "eval_steps_per_second": 5.904,
489
  "step": 74368
490
  },
491
  {
492
  "epoch": 4.03,
493
- "learning_rate": 0.0008735463747645951,
494
- "loss": 3.1352,
495
  "step": 75000
496
  },
497
  {
498
  "epoch": 4.09,
499
- "learning_rate": 0.0008706067561205273,
500
- "loss": 3.1132,
501
  "step": 76000
502
  },
503
  {
504
  "epoch": 4.14,
505
- "learning_rate": 0.0008676641949152543,
506
- "loss": 3.1218,
507
  "step": 77000
508
  },
509
  {
510
  "epoch": 4.2,
511
- "learning_rate": 0.0008647216337099811,
512
- "loss": 3.1223,
513
  "step": 78000
514
  },
515
  {
516
  "epoch": 4.25,
517
- "learning_rate": 0.0008617790725047081,
518
- "loss": 3.1286,
519
  "step": 79000
520
  },
521
  {
522
  "epoch": 4.3,
523
- "learning_rate": 0.0008588394538606403,
524
- "loss": 3.1235,
525
  "step": 80000
526
  },
527
  {
528
  "epoch": 4.36,
529
- "learning_rate": 0.0008558998352165726,
530
- "loss": 3.1243,
531
  "step": 81000
532
  },
533
  {
534
  "epoch": 4.41,
535
- "learning_rate": 0.0008529572740112994,
536
- "loss": 3.13,
537
  "step": 82000
538
  },
539
  {
540
  "epoch": 4.46,
541
- "learning_rate": 0.0008500147128060264,
542
- "loss": 3.1321,
543
  "step": 83000
544
  },
545
  {
546
  "epoch": 4.52,
547
- "learning_rate": 0.0008470750941619586,
548
- "loss": 3.1309,
549
  "step": 84000
550
  },
551
  {
552
  "epoch": 4.57,
553
- "learning_rate": 0.0008441325329566854,
554
- "loss": 3.132,
555
  "step": 85000
556
  },
557
  {
558
  "epoch": 4.63,
559
- "learning_rate": 0.0008411899717514124,
560
- "loss": 3.1335,
561
  "step": 86000
562
  },
563
  {
564
  "epoch": 4.68,
565
- "learning_rate": 0.0008382474105461394,
566
- "loss": 3.1249,
567
  "step": 87000
568
  },
569
  {
570
  "epoch": 4.73,
571
- "learning_rate": 0.0008353077919020717,
572
- "loss": 3.125,
573
  "step": 88000
574
  },
575
  {
576
  "epoch": 4.79,
577
- "learning_rate": 0.0008323652306967985,
578
- "loss": 3.13,
579
  "step": 89000
580
  },
581
  {
582
  "epoch": 4.84,
583
- "learning_rate": 0.0008294226694915255,
584
- "loss": 3.1299,
585
  "step": 90000
586
  },
587
  {
588
  "epoch": 4.89,
589
- "learning_rate": 0.0008264801082862525,
590
- "loss": 3.1265,
591
  "step": 91000
592
  },
593
  {
594
  "epoch": 4.95,
595
- "learning_rate": 0.0008235404896421845,
596
- "loss": 3.1264,
597
  "step": 92000
598
  },
599
  {
600
  "epoch": 5.0,
601
- "eval_accuracy": 0.4020474588723565,
602
- "eval_loss": 3.382812976837158,
603
- "eval_runtime": 153.1227,
604
- "eval_samples_per_second": 378.252,
605
- "eval_steps_per_second": 5.91,
606
  "step": 92960
607
  },
608
  {
609
  "epoch": 5.0,
610
- "learning_rate": 0.0008205979284369115,
611
- "loss": 3.1204,
612
  "step": 93000
613
  },
614
  {
615
  "epoch": 5.06,
616
- "learning_rate": 0.0008176553672316385,
617
- "loss": 3.0543,
618
  "step": 94000
619
  },
620
  {
621
  "epoch": 5.11,
622
- "learning_rate": 0.0008147157485875707,
623
- "loss": 3.0628,
624
  "step": 95000
625
  },
626
  {
627
  "epoch": 5.16,
628
- "learning_rate": 0.0008117761299435028,
629
- "loss": 3.067,
630
  "step": 96000
631
  },
632
  {
633
  "epoch": 5.22,
634
- "learning_rate": 0.0008088335687382298,
635
- "loss": 3.0676,
636
  "step": 97000
637
  },
638
  {
639
  "epoch": 5.27,
640
- "learning_rate": 0.0008058910075329568,
641
- "loss": 3.0752,
642
  "step": 98000
643
  },
644
  {
645
  "epoch": 5.32,
646
- "learning_rate": 0.0008029484463276836,
647
- "loss": 3.0826,
648
  "step": 99000
649
  },
650
  {
651
  "epoch": 5.38,
652
- "learning_rate": 0.0008000088276836158,
653
- "loss": 3.0768,
654
  "step": 100000
655
  },
656
  {
657
  "epoch": 5.43,
658
- "learning_rate": 0.0007970662664783428,
659
- "loss": 3.0752,
660
  "step": 101000
661
  },
662
  {
663
  "epoch": 5.49,
664
- "learning_rate": 0.000794126647834275,
665
- "loss": 3.0835,
666
  "step": 102000
667
  },
668
  {
669
  "epoch": 5.54,
670
- "learning_rate": 0.0007911840866290018,
671
- "loss": 3.0767,
672
  "step": 103000
673
  },
674
  {
675
  "epoch": 5.59,
676
- "learning_rate": 0.0007882415254237288,
677
- "loss": 3.0816,
678
  "step": 104000
679
  },
680
  {
681
  "epoch": 5.65,
682
- "learning_rate": 0.0007852989642184559,
683
- "loss": 3.0783,
684
  "step": 105000
685
  },
686
  {
687
  "epoch": 5.7,
688
- "learning_rate": 0.0007823564030131827,
689
- "loss": 3.0838,
690
  "step": 106000
691
  },
692
  {
693
  "epoch": 5.76,
694
- "learning_rate": 0.0007794138418079097,
695
- "loss": 3.0834,
696
  "step": 107000
697
  },
698
  {
699
  "epoch": 5.81,
700
- "learning_rate": 0.0007764712806026365,
701
- "loss": 3.0844,
702
  "step": 108000
703
  },
704
  {
705
  "epoch": 5.86,
706
- "learning_rate": 0.0007735316619585687,
707
- "loss": 3.0811,
708
  "step": 109000
709
  },
710
  {
711
  "epoch": 5.92,
712
- "learning_rate": 0.0007705891007532957,
713
- "loss": 3.0826,
714
  "step": 110000
715
  },
716
  {
717
  "epoch": 5.97,
718
- "learning_rate": 0.0007676465395480227,
719
- "loss": 3.0827,
720
  "step": 111000
721
  },
722
  {
723
  "epoch": 6.0,
724
- "eval_accuracy": 0.40310327390667616,
725
- "eval_loss": 3.3848841190338135,
726
- "eval_runtime": 153.1292,
727
- "eval_samples_per_second": 378.236,
728
- "eval_steps_per_second": 5.91,
729
  "step": 111552
730
  },
731
  {
732
  "epoch": 6.02,
733
- "learning_rate": 0.0007647098634651602,
734
- "loss": 3.0519,
735
  "step": 112000
736
  },
737
  {
738
  "epoch": 6.08,
739
- "learning_rate": 0.000761767302259887,
740
- "loss": 3.0168,
741
  "step": 113000
742
  },
743
  {
744
  "epoch": 6.13,
745
- "learning_rate": 0.000758824741054614,
746
  "loss": 3.0242,
747
  "step": 114000
748
  },
749
  {
750
  "epoch": 6.19,
751
- "learning_rate": 0.000755882179849341,
752
- "loss": 3.0258,
753
  "step": 115000
754
  },
755
  {
756
  "epoch": 6.24,
757
- "learning_rate": 0.0007529396186440678,
758
- "loss": 3.0341,
759
  "step": 116000
760
  },
761
  {
762
  "epoch": 6.29,
763
- "learning_rate": 0.00075,
764
- "loss": 3.0319,
765
  "step": 117000
766
  },
767
  {
768
  "epoch": 6.35,
769
- "learning_rate": 0.000747057438794727,
770
- "loss": 3.0359,
771
  "step": 118000
772
  },
773
  {
774
  "epoch": 6.4,
775
- "learning_rate": 0.0007441178201506591,
776
- "loss": 3.0377,
777
  "step": 119000
778
  },
779
  {
780
  "epoch": 6.45,
781
- "learning_rate": 0.000741175258945386,
782
- "loss": 3.0378,
783
  "step": 120000
784
  },
785
  {
786
  "epoch": 6.51,
787
- "learning_rate": 0.000738232697740113,
788
- "loss": 3.0402,
789
  "step": 121000
790
  },
791
  {
792
  "epoch": 6.56,
793
- "learning_rate": 0.0007352901365348398,
794
- "loss": 3.046,
795
  "step": 122000
796
  },
797
  {
798
  "epoch": 6.62,
799
- "learning_rate": 0.0007323505178907721,
800
- "loss": 3.0444,
801
  "step": 123000
802
  },
803
  {
804
  "epoch": 6.67,
805
- "learning_rate": 0.0007294079566854991,
806
- "loss": 3.0424,
807
  "step": 124000
808
  },
809
  {
810
  "epoch": 6.72,
811
- "learning_rate": 0.0007264712806026365,
812
- "loss": 3.0428,
813
  "step": 125000
814
  },
815
  {
816
  "epoch": 6.78,
817
- "learning_rate": 0.0007235316619585688,
818
- "loss": 3.0425,
819
  "step": 126000
820
  },
821
  {
822
  "epoch": 6.83,
823
- "learning_rate": 0.0007205891007532957,
824
- "loss": 3.0448,
825
  "step": 127000
826
  },
827
  {
828
  "epoch": 6.88,
829
- "learning_rate": 0.0007176465395480226,
830
- "loss": 3.049,
831
  "step": 128000
832
  },
833
  {
834
  "epoch": 6.94,
835
- "learning_rate": 0.0007147039783427496,
836
- "loss": 3.0425,
837
  "step": 129000
838
  },
839
  {
840
  "epoch": 6.99,
841
- "learning_rate": 0.0007117614171374765,
842
- "loss": 3.0461,
843
  "step": 130000
844
  },
845
  {
846
  "epoch": 7.0,
847
- "eval_accuracy": 0.4050249835692312,
848
- "eval_loss": 3.3727521896362305,
849
- "eval_runtime": 153.1303,
850
- "eval_samples_per_second": 378.233,
851
- "eval_steps_per_second": 5.91,
852
  "step": 130144
853
  },
854
  {
855
  "epoch": 7.05,
856
- "learning_rate": 0.0007088188559322034,
857
- "loss": 2.9834,
858
  "step": 131000
859
  },
860
  {
861
  "epoch": 7.1,
862
- "learning_rate": 0.0007058792372881356,
863
- "loss": 2.9854,
864
  "step": 132000
865
  },
866
  {
867
  "epoch": 7.15,
868
- "learning_rate": 0.0007029366760828625,
869
  "loss": 2.9855,
870
  "step": 133000
871
  },
872
  {
873
  "epoch": 7.21,
874
- "learning_rate": 0.0006999970574387948,
875
- "loss": 2.9948,
876
  "step": 134000
877
  },
878
  {
879
  "epoch": 7.26,
880
- "learning_rate": 0.0006970544962335217,
881
- "loss": 2.9986,
882
  "step": 135000
883
  },
884
  {
885
  "epoch": 7.31,
886
- "learning_rate": 0.0006941148775894539,
887
- "loss": 3.0007,
888
  "step": 136000
889
  },
890
  {
891
  "epoch": 7.37,
892
- "learning_rate": 0.0006911723163841808,
893
- "loss": 3.0032,
894
  "step": 137000
895
  },
896
  {
897
  "epoch": 7.42,
898
- "learning_rate": 0.0006882297551789077,
899
- "loss": 3.0065,
900
  "step": 138000
901
  },
902
  {
903
  "epoch": 7.48,
904
- "learning_rate": 0.0006852871939736347,
905
- "loss": 3.0083,
906
  "step": 139000
907
  },
908
  {
909
  "epoch": 7.53,
910
- "learning_rate": 0.0006823505178907722,
911
- "loss": 3.0086,
912
  "step": 140000
913
  },
914
  {
915
  "epoch": 7.58,
916
- "learning_rate": 0.0006794079566854991,
917
- "loss": 3.0111,
918
  "step": 141000
919
  },
920
  {
921
  "epoch": 7.64,
922
- "learning_rate": 0.000676465395480226,
923
- "loss": 3.0091,
924
  "step": 142000
925
  },
926
  {
927
  "epoch": 7.69,
928
- "learning_rate": 0.000673522834274953,
929
- "loss": 3.0138,
930
  "step": 143000
931
  },
932
  {
933
  "epoch": 7.75,
934
- "learning_rate": 0.0006705802730696799,
935
- "loss": 3.0099,
936
  "step": 144000
937
  },
938
  {
939
  "epoch": 7.8,
940
- "learning_rate": 0.0006676406544256121,
941
- "loss": 3.0149,
942
  "step": 145000
943
  },
944
  {
945
  "epoch": 7.85,
946
- "learning_rate": 0.0006647010357815442,
947
- "loss": 3.0104,
948
  "step": 146000
949
  },
950
  {
951
  "epoch": 7.91,
952
- "learning_rate": 0.0006617584745762712,
953
- "loss": 3.0183,
954
  "step": 147000
955
  },
956
  {
957
  "epoch": 7.96,
958
- "learning_rate": 0.0006588159133709981,
959
- "loss": 3.0111,
960
  "step": 148000
961
  },
962
  {
963
  "epoch": 8.0,
964
- "eval_accuracy": 0.40690403335988545,
965
- "eval_loss": 3.3608620166778564,
966
- "eval_runtime": 153.1275,
967
- "eval_samples_per_second": 378.24,
968
- "eval_steps_per_second": 5.91,
969
  "step": 148736
970
  },
971
  {
972
  "epoch": 8.01,
973
- "learning_rate": 0.0006558762947269304,
974
- "loss": 2.9952,
975
  "step": 149000
976
  },
977
  {
978
  "epoch": 8.07,
979
- "learning_rate": 0.0006529337335216573,
980
- "loss": 2.9533,
981
  "step": 150000
982
  },
983
  {
984
  "epoch": 8.12,
985
- "learning_rate": 0.0006499911723163842,
986
- "loss": 2.9567,
987
  "step": 151000
988
  },
989
  {
990
  "epoch": 8.18,
991
- "learning_rate": 0.0006470515536723164,
992
- "loss": 2.9616,
993
  "step": 152000
994
  },
995
  {
996
  "epoch": 8.23,
997
- "learning_rate": 0.0006441089924670433,
998
- "loss": 2.964,
999
  "step": 153000
1000
  },
1001
  {
1002
  "epoch": 8.28,
1003
- "learning_rate": 0.0006411664312617702,
1004
- "loss": 2.9719,
1005
  "step": 154000
1006
  },
1007
  {
1008
  "epoch": 8.34,
1009
- "learning_rate": 0.0006382238700564972,
1010
- "loss": 2.97,
1011
  "step": 155000
1012
  },
1013
  {
1014
  "epoch": 8.39,
1015
- "learning_rate": 0.0006352813088512241,
1016
- "loss": 2.9762,
1017
  "step": 156000
1018
  },
1019
  {
1020
  "epoch": 8.44,
1021
- "learning_rate": 0.0006323446327683616,
1022
- "loss": 2.9736,
1023
  "step": 157000
1024
  },
1025
  {
1026
  "epoch": 8.5,
1027
- "learning_rate": 0.0006294020715630885,
1028
- "loss": 2.983,
1029
  "step": 158000
1030
  },
1031
  {
1032
  "epoch": 8.55,
1033
- "learning_rate": 0.0006264624529190207,
1034
- "loss": 2.9757,
1035
  "step": 159000
1036
  },
1037
  {
1038
  "epoch": 8.61,
1039
- "learning_rate": 0.0006235198917137477,
1040
- "loss": 2.9828,
1041
  "step": 160000
1042
  },
1043
  {
1044
  "epoch": 8.66,
1045
- "learning_rate": 0.0006205773305084745,
1046
- "loss": 2.9829,
1047
  "step": 161000
1048
  },
1049
  {
1050
  "epoch": 8.71,
1051
- "learning_rate": 0.0006176347693032015,
1052
- "loss": 2.9784,
1053
  "step": 162000
1054
  },
1055
  {
1056
  "epoch": 8.77,
1057
- "learning_rate": 0.0006146922080979284,
1058
- "loss": 2.9807,
1059
  "step": 163000
1060
  },
1061
  {
1062
  "epoch": 8.82,
1063
- "learning_rate": 0.0006117525894538607,
1064
- "loss": 2.9858,
1065
  "step": 164000
1066
  },
1067
  {
1068
  "epoch": 8.87,
1069
- "learning_rate": 0.0006088100282485876,
1070
- "loss": 2.9856,
1071
  "step": 165000
1072
  },
1073
  {
1074
  "epoch": 8.93,
1075
- "learning_rate": 0.0006058704096045198,
1076
- "loss": 2.9875,
1077
  "step": 166000
1078
  },
1079
  {
1080
  "epoch": 8.98,
1081
- "learning_rate": 0.0006029278483992468,
1082
- "loss": 2.9857,
1083
  "step": 167000
1084
  },
1085
  {
1086
  "epoch": 9.0,
1087
- "eval_accuracy": 0.4082261534843072,
1088
- "eval_loss": 3.3496146202087402,
1089
- "eval_runtime": 153.15,
1090
- "eval_samples_per_second": 378.185,
1091
- "eval_steps_per_second": 5.909,
1092
  "step": 167328
1093
  },
1094
  {
1095
  "epoch": 9.04,
1096
- "learning_rate": 0.0005999852871939736,
1097
- "loss": 2.9408,
1098
  "step": 168000
1099
  },
1100
  {
1101
  "epoch": 9.09,
1102
- "learning_rate": 0.0005970427259887006,
1103
- "loss": 2.9243,
1104
  "step": 169000
1105
  },
1106
  {
1107
  "epoch": 9.14,
1108
- "learning_rate": 0.0005941031073446328,
1109
- "loss": 2.9328,
1110
  "step": 170000
1111
  },
1112
  {
1113
  "epoch": 9.2,
1114
- "learning_rate": 0.0005911634887005651,
1115
- "loss": 2.9327,
1116
  "step": 171000
1117
  },
1118
  {
1119
  "epoch": 9.25,
1120
- "learning_rate": 0.0005882209274952919,
1121
- "loss": 2.9438,
1122
  "step": 172000
1123
  },
1124
  {
1125
  "epoch": 9.31,
1126
- "learning_rate": 0.0005852783662900189,
1127
- "loss": 2.9379,
1128
  "step": 173000
1129
  },
1130
  {
1131
  "epoch": 9.36,
1132
- "learning_rate": 0.0005823358050847458,
1133
- "loss": 2.9497,
1134
  "step": 174000
1135
  },
1136
  {
1137
  "epoch": 9.41,
1138
- "learning_rate": 0.0005793961864406779,
1139
- "loss": 2.9508,
1140
  "step": 175000
1141
  },
1142
  {
1143
  "epoch": 9.47,
1144
- "learning_rate": 0.0005764536252354049,
1145
- "loss": 2.9503,
1146
  "step": 176000
1147
  },
1148
  {
1149
  "epoch": 9.52,
1150
- "learning_rate": 0.0005735110640301319,
1151
- "loss": 2.9494,
1152
  "step": 177000
1153
  },
1154
  {
1155
  "epoch": 9.57,
1156
- "learning_rate": 0.0005705685028248587,
1157
- "loss": 2.954,
1158
  "step": 178000
1159
  },
1160
  {
1161
  "epoch": 9.63,
1162
- "learning_rate": 0.0005676259416195857,
1163
- "loss": 2.9555,
1164
  "step": 179000
1165
  },
1166
  {
1167
  "epoch": 9.68,
1168
- "learning_rate": 0.0005646863229755179,
1169
- "loss": 2.9602,
1170
  "step": 180000
1171
  },
1172
  {
1173
  "epoch": 9.74,
1174
- "learning_rate": 0.0005617437617702449,
1175
- "loss": 2.9581,
1176
  "step": 181000
1177
  },
1178
  {
1179
  "epoch": 9.79,
1180
- "learning_rate": 0.000558804143126177,
1181
- "loss": 2.9585,
1182
  "step": 182000
1183
  },
1184
  {
1185
  "epoch": 9.84,
1186
- "learning_rate": 0.000555861581920904,
1187
- "loss": 2.96,
1188
  "step": 183000
1189
  },
1190
  {
1191
  "epoch": 9.9,
1192
- "learning_rate": 0.000552919020715631,
1193
- "loss": 2.9614,
1194
  "step": 184000
1195
  },
1196
  {
1197
  "epoch": 9.95,
1198
- "learning_rate": 0.000549979402071563,
1199
- "loss": 2.9608,
1200
  "step": 185000
1201
  },
1202
  {
1203
  "epoch": 10.0,
1204
- "eval_accuracy": 0.4075345932932098,
1205
- "eval_loss": 3.3682754039764404,
1206
- "eval_runtime": 153.8415,
1207
- "eval_samples_per_second": 376.485,
1208
- "eval_steps_per_second": 5.883,
1209
  "step": 185920
1210
  },
1211
  {
1212
  "epoch": 10.0,
1213
- "learning_rate": 0.0005470397834274953,
1214
- "loss": 2.9544,
1215
  "step": 186000
1216
  },
1217
  {
1218
  "epoch": 10.06,
1219
- "learning_rate": 0.0005440972222222223,
1220
- "loss": 2.8967,
1221
  "step": 187000
1222
  },
1223
  {
1224
  "epoch": 10.11,
1225
- "learning_rate": 0.0005411576035781545,
1226
- "loss": 2.9034,
1227
  "step": 188000
1228
  },
1229
  {
1230
  "epoch": 10.17,
1231
- "learning_rate": 0.0005382150423728813,
1232
- "loss": 2.9113,
1233
  "step": 189000
1234
  },
1235
  {
1236
  "epoch": 10.22,
1237
- "learning_rate": 0.0005352724811676083,
1238
- "loss": 2.9107,
1239
  "step": 190000
1240
  },
1241
  {
1242
  "epoch": 10.27,
1243
- "learning_rate": 0.0005323328625235405,
1244
- "loss": 2.9144,
1245
  "step": 191000
1246
  },
1247
  {
1248
  "epoch": 10.33,
1249
- "learning_rate": 0.0005293903013182673,
1250
- "loss": 2.9206,
1251
  "step": 192000
1252
  },
1253
  {
1254
  "epoch": 10.38,
1255
- "learning_rate": 0.0005264477401129943,
1256
- "loss": 2.9229,
1257
  "step": 193000
1258
  },
1259
  {
1260
  "epoch": 10.43,
1261
- "learning_rate": 0.0005235051789077213,
1262
- "loss": 2.9233,
1263
  "step": 194000
1264
  },
1265
  {
1266
  "epoch": 10.49,
1267
- "learning_rate": 0.0005205626177024481,
1268
- "loss": 2.9323,
1269
  "step": 195000
1270
  },
1271
  {
1272
  "epoch": 10.54,
1273
- "learning_rate": 0.0005176229990583804,
1274
- "loss": 2.9275,
1275
  "step": 196000
1276
  },
1277
  {
1278
  "epoch": 10.6,
1279
- "learning_rate": 0.0005146804378531074,
1280
- "loss": 2.9309,
1281
  "step": 197000
1282
  },
1283
  {
1284
  "epoch": 10.65,
1285
- "learning_rate": 0.0005117408192090396,
1286
- "loss": 2.9346,
1287
  "step": 198000
1288
  },
1289
  {
1290
  "epoch": 10.7,
1291
- "learning_rate": 0.0005088012005649718,
1292
- "loss": 2.9339,
1293
  "step": 199000
1294
  },
1295
  {
1296
  "epoch": 10.76,
1297
- "learning_rate": 0.0005058586393596986,
1298
- "loss": 2.9358,
1299
  "step": 200000
1300
  },
1301
  {
1302
  "epoch": 10.81,
1303
- "learning_rate": 0.0005029160781544256,
1304
- "loss": 2.9336,
1305
  "step": 201000
1306
  },
1307
  {
1308
  "epoch": 10.86,
1309
- "learning_rate": 0.0004999735169491526,
1310
- "loss": 2.938,
1311
  "step": 202000
1312
  },
1313
  {
1314
  "epoch": 10.92,
1315
- "learning_rate": 0.0004970309557438794,
1316
- "loss": 2.9378,
1317
  "step": 203000
1318
  },
1319
  {
1320
  "epoch": 10.97,
1321
- "learning_rate": 0.0004940913370998117,
1322
- "loss": 2.9402,
1323
  "step": 204000
1324
  },
1325
  {
1326
  "epoch": 11.0,
1327
- "eval_accuracy": 0.40864939315828364,
1328
- "eval_loss": 3.372835159301758,
1329
- "eval_runtime": 153.3961,
1330
- "eval_samples_per_second": 377.578,
1331
- "eval_steps_per_second": 5.9,
1332
  "step": 204512
1333
  },
1334
  {
1335
  "epoch": 11.03,
1336
- "learning_rate": 0.0004911487758945386,
1337
- "loss": 2.9052,
1338
  "step": 205000
1339
  },
1340
  {
1341
  "epoch": 11.08,
1342
- "learning_rate": 0.0004882091572504708,
1343
- "loss": 2.8772,
1344
  "step": 206000
1345
  },
1346
  {
1347
  "epoch": 11.13,
1348
- "learning_rate": 0.0004852665960451977,
1349
- "loss": 2.8834,
1350
  "step": 207000
1351
  },
1352
  {
1353
  "epoch": 11.19,
1354
- "learning_rate": 0.0004823240348399247,
1355
- "loss": 2.8883,
1356
  "step": 208000
1357
  },
1358
  {
1359
  "epoch": 11.24,
1360
- "learning_rate": 0.0004793844161958569,
1361
- "loss": 2.8927,
1362
  "step": 209000
1363
  },
1364
  {
1365
  "epoch": 11.3,
1366
- "learning_rate": 0.0004764418549905838,
1367
- "loss": 2.8952,
1368
  "step": 210000
1369
  },
1370
  {
1371
  "epoch": 11.35,
1372
- "learning_rate": 0.00047349929378531075,
1373
- "loss": 2.9015,
1374
  "step": 211000
1375
  },
1376
  {
1377
  "epoch": 11.4,
1378
- "learning_rate": 0.00047055967514124294,
1379
- "loss": 2.9018,
1380
  "step": 212000
1381
  },
1382
  {
1383
  "epoch": 11.46,
1384
- "learning_rate": 0.00046762005649717513,
1385
- "loss": 2.9079,
1386
  "step": 213000
1387
  },
1388
  {
1389
  "epoch": 11.51,
1390
- "learning_rate": 0.00046467749529190204,
1391
- "loss": 2.9015,
1392
  "step": 214000
1393
  },
1394
  {
1395
  "epoch": 11.56,
1396
- "learning_rate": 0.00046173493408662906,
1397
- "loss": 2.9078,
1398
  "step": 215000
1399
  },
1400
  {
1401
  "epoch": 11.62,
1402
- "learning_rate": 0.00045879237288135597,
1403
- "loss": 2.9094,
1404
  "step": 216000
1405
  },
1406
  {
1407
  "epoch": 11.67,
1408
- "learning_rate": 0.00045585275423728816,
1409
- "loss": 2.9103,
1410
  "step": 217000
1411
  },
1412
  {
1413
  "epoch": 11.73,
1414
- "learning_rate": 0.00045291019303201507,
1415
- "loss": 2.912,
1416
  "step": 218000
1417
  },
1418
  {
1419
  "epoch": 11.78,
1420
- "learning_rate": 0.00044997057438794726,
1421
- "loss": 2.9127,
1422
  "step": 219000
1423
  },
1424
  {
1425
  "epoch": 11.83,
1426
- "learning_rate": 0.0004470309557438795,
1427
- "loss": 2.9159,
1428
  "step": 220000
1429
  },
1430
  {
1431
  "epoch": 11.89,
1432
- "learning_rate": 0.0004440883945386064,
1433
- "loss": 2.9151,
1434
  "step": 221000
1435
  },
1436
  {
1437
  "epoch": 11.94,
1438
- "learning_rate": 0.0004411458333333334,
1439
- "loss": 2.9164,
1440
  "step": 222000
1441
  },
1442
  {
1443
  "epoch": 11.99,
1444
- "learning_rate": 0.0004382062146892655,
1445
- "loss": 2.9154,
1446
  "step": 223000
1447
  },
1448
  {
1449
  "epoch": 12.0,
1450
- "eval_accuracy": 0.4082875568274841,
1451
- "eval_loss": 3.384491205215454,
1452
- "eval_runtime": 153.6213,
1453
- "eval_samples_per_second": 377.025,
1454
- "eval_steps_per_second": 5.891,
1455
  "step": 223104
1456
  },
1457
  {
1458
  "epoch": 12.05,
1459
- "learning_rate": 0.0004352636534839925,
1460
- "loss": 2.8564,
1461
  "step": 224000
1462
  },
1463
  {
1464
  "epoch": 12.1,
1465
- "learning_rate": 0.00043232403483992466,
1466
- "loss": 2.8614,
1467
  "step": 225000
1468
  },
1469
  {
1470
  "epoch": 12.16,
1471
- "learning_rate": 0.00042938147363465163,
1472
- "loss": 2.8663,
1473
  "step": 226000
1474
  },
1475
  {
1476
  "epoch": 12.21,
1477
- "learning_rate": 0.00042643891242937854,
1478
- "loss": 2.8715,
1479
  "step": 227000
1480
  },
1481
  {
1482
  "epoch": 12.26,
1483
- "learning_rate": 0.00042349635122410545,
1484
- "loss": 2.8779,
1485
  "step": 228000
1486
  },
1487
  {
1488
  "epoch": 12.32,
1489
- "learning_rate": 0.0004205567325800377,
1490
- "loss": 2.8745,
1491
  "step": 229000
1492
  },
1493
  {
1494
  "epoch": 12.37,
1495
- "learning_rate": 0.0004176141713747646,
1496
- "loss": 2.8812,
1497
  "step": 230000
1498
  },
1499
  {
1500
  "epoch": 12.42,
1501
- "learning_rate": 0.0004146716101694915,
1502
- "loss": 2.8815,
1503
  "step": 231000
1504
  },
1505
  {
1506
  "epoch": 12.48,
1507
- "learning_rate": 0.0004117290489642185,
1508
- "loss": 2.8818,
1509
  "step": 232000
1510
  },
1511
  {
1512
  "epoch": 12.53,
1513
- "learning_rate": 0.00040878943032015067,
1514
- "loss": 2.8834,
1515
  "step": 233000
1516
  },
1517
  {
1518
  "epoch": 12.59,
1519
- "learning_rate": 0.00040584981167608286,
1520
- "loss": 2.8884,
1521
  "step": 234000
1522
  },
1523
  {
1524
  "epoch": 12.64,
1525
- "learning_rate": 0.00040290725047080977,
1526
- "loss": 2.8882,
1527
  "step": 235000
1528
  },
1529
  {
1530
  "epoch": 12.69,
1531
- "learning_rate": 0.00039996468926553673,
1532
- "loss": 2.8902,
1533
  "step": 236000
1534
  },
1535
  {
1536
  "epoch": 12.75,
1537
- "learning_rate": 0.00039702212806026364,
1538
- "loss": 2.8924,
1539
  "step": 237000
1540
  },
1541
  {
1542
  "epoch": 12.8,
1543
- "learning_rate": 0.0003940795668549906,
1544
- "loss": 2.8938,
1545
  "step": 238000
1546
  },
1547
  {
1548
  "epoch": 12.85,
1549
- "learning_rate": 0.0003911399482109228,
1550
- "loss": 2.8921,
1551
  "step": 239000
1552
  },
1553
  {
1554
  "epoch": 12.91,
1555
- "learning_rate": 0.00038820032956685504,
1556
- "loss": 2.8936,
1557
  "step": 240000
1558
  },
1559
  {
1560
  "epoch": 12.96,
1561
- "learning_rate": 0.00038525776836158195,
1562
- "loss": 2.891,
1563
  "step": 241000
1564
  },
1565
  {
1566
  "epoch": 13.0,
1567
- "eval_accuracy": 0.4097539815264616,
1568
- "eval_loss": 3.374075174331665,
1569
- "eval_runtime": 153.5328,
1570
- "eval_samples_per_second": 377.242,
1571
- "eval_steps_per_second": 5.895,
1572
  "step": 241696
1573
  },
1574
  {
1575
  "epoch": 13.02,
1576
- "learning_rate": 0.00038231520715630886,
1577
- "loss": 2.8823,
1578
  "step": 242000
1579
  },
1580
  {
1581
  "epoch": 13.07,
1582
- "learning_rate": 0.00037937264595103577,
1583
- "loss": 2.8372,
1584
  "step": 243000
1585
  },
1586
  {
1587
  "epoch": 13.12,
1588
- "learning_rate": 0.00037643596986817324,
1589
- "loss": 2.8443,
1590
  "step": 244000
1591
  },
1592
  {
1593
  "epoch": 13.18,
1594
- "learning_rate": 0.0003734934086629002,
1595
- "loss": 2.8465,
1596
  "step": 245000
1597
  },
1598
  {
1599
  "epoch": 13.23,
1600
- "learning_rate": 0.0003705508474576271,
1601
- "loss": 2.8528,
1602
  "step": 246000
1603
  },
1604
  {
1605
  "epoch": 13.29,
1606
- "learning_rate": 0.000367608286252354,
1607
- "loss": 2.8543,
1608
  "step": 247000
1609
  },
1610
  {
1611
  "epoch": 13.34,
1612
- "learning_rate": 0.000364665725047081,
1613
- "loss": 2.8555,
1614
  "step": 248000
1615
  },
1616
  {
1617
  "epoch": 13.39,
1618
- "learning_rate": 0.0003617231638418079,
1619
- "loss": 2.863,
1620
  "step": 249000
1621
  },
1622
  {
1623
  "epoch": 13.45,
1624
- "learning_rate": 0.00035878060263653486,
1625
- "loss": 2.8651,
1626
  "step": 250000
1627
  },
1628
  {
1629
  "epoch": 13.5,
1630
- "learning_rate": 0.00035584686911487755,
1631
- "loss": 2.866,
1632
  "step": 251000
1633
  },
1634
  {
1635
  "epoch": 13.55,
1636
- "learning_rate": 0.0003529043079096045,
1637
  "loss": 2.8672,
1638
  "step": 252000
1639
  },
1640
  {
1641
  "epoch": 13.61,
1642
- "learning_rate": 0.00034996174670433143,
1643
- "loss": 2.8659,
1644
  "step": 253000
1645
  },
1646
  {
1647
  "epoch": 13.66,
1648
- "learning_rate": 0.00034701918549905834,
1649
- "loss": 2.8692,
1650
  "step": 254000
1651
  },
1652
  {
1653
  "epoch": 13.72,
1654
- "learning_rate": 0.00034407662429378536,
1655
- "loss": 2.8718,
1656
  "step": 255000
1657
  },
1658
  {
1659
  "epoch": 13.77,
1660
- "learning_rate": 0.0003411370056497175,
1661
- "loss": 2.8712,
1662
  "step": 256000
1663
  },
1664
  {
1665
  "epoch": 13.82,
1666
- "learning_rate": 0.00033819738700564974,
1667
- "loss": 2.8723,
1668
  "step": 257000
1669
  },
1670
  {
1671
  "epoch": 13.88,
1672
- "learning_rate": 0.00033525482580037665,
1673
- "loss": 2.8748,
1674
  "step": 258000
1675
  },
1676
  {
1677
  "epoch": 13.93,
1678
- "learning_rate": 0.0003323122645951036,
1679
- "loss": 2.8718,
1680
  "step": 259000
1681
  },
1682
  {
1683
  "epoch": 13.98,
1684
- "learning_rate": 0.0003293726459510358,
1685
- "loss": 2.8754,
1686
  "step": 260000
1687
  },
1688
  {
1689
  "epoch": 14.0,
1690
- "eval_accuracy": 0.41060670869817323,
1691
- "eval_loss": 3.367408514022827,
1692
- "eval_runtime": 152.6297,
1693
- "eval_samples_per_second": 379.474,
1694
- "eval_steps_per_second": 5.929,
1695
  "step": 260288
1696
  },
1697
  {
1698
  "epoch": 14.04,
1699
- "learning_rate": 0.00032643008474576277,
1700
- "loss": 2.8386,
1701
  "step": 261000
1702
  },
1703
  {
1704
  "epoch": 14.09,
1705
- "learning_rate": 0.0003234875235404897,
1706
- "loss": 2.8267,
1707
  "step": 262000
1708
  },
1709
  {
1710
  "epoch": 14.15,
1711
- "learning_rate": 0.0003205449623352166,
1712
- "loss": 2.8268,
1713
  "step": 263000
1714
  },
1715
  {
1716
  "epoch": 14.2,
1717
- "learning_rate": 0.0003176024011299435,
1718
- "loss": 2.8328,
1719
  "step": 264000
1720
  },
1721
  {
1722
  "epoch": 14.25,
1723
- "learning_rate": 0.0003146627824858757,
1724
- "loss": 2.8368,
1725
  "step": 265000
1726
  },
1727
  {
1728
  "epoch": 14.31,
1729
- "learning_rate": 0.0003117202212806026,
1730
- "loss": 2.8369,
1731
  "step": 266000
1732
  },
1733
  {
1734
  "epoch": 14.36,
1735
- "learning_rate": 0.00030878060263653484,
1736
- "loss": 2.8409,
1737
  "step": 267000
1738
  },
1739
  {
1740
  "epoch": 14.41,
1741
- "learning_rate": 0.00030583804143126175,
1742
- "loss": 2.8439,
1743
  "step": 268000
1744
  },
1745
  {
1746
  "epoch": 14.47,
1747
- "learning_rate": 0.000302898422787194,
1748
- "loss": 2.8428,
1749
  "step": 269000
1750
  },
1751
  {
1752
  "epoch": 14.52,
1753
- "learning_rate": 0.0002999588041431262,
1754
- "loss": 2.8454,
1755
  "step": 270000
1756
  },
1757
  {
1758
  "epoch": 14.58,
1759
- "learning_rate": 0.00029701624293785315,
1760
- "loss": 2.8435,
1761
  "step": 271000
1762
  },
1763
  {
1764
  "epoch": 14.63,
1765
- "learning_rate": 0.00029407368173258006,
1766
- "loss": 2.8488,
1767
  "step": 272000
1768
  },
1769
  {
1770
  "epoch": 14.68,
1771
- "learning_rate": 0.00029113112052730697,
1772
- "loss": 2.8501,
1773
  "step": 273000
1774
  },
1775
  {
1776
  "epoch": 14.74,
1777
- "learning_rate": 0.00028818855932203393,
1778
- "loss": 2.8496,
1779
  "step": 274000
1780
  },
1781
  {
1782
  "epoch": 14.79,
1783
- "learning_rate": 0.00028524894067796607,
1784
- "loss": 2.8539,
1785
  "step": 275000
1786
  },
1787
  {
1788
  "epoch": 14.85,
1789
- "learning_rate": 0.00028230637947269303,
1790
- "loss": 2.8539,
1791
  "step": 276000
1792
  },
1793
  {
1794
  "epoch": 14.9,
1795
- "learning_rate": 0.0002793667608286252,
1796
- "loss": 2.8558,
1797
  "step": 277000
1798
  },
1799
  {
1800
  "epoch": 14.95,
1801
- "learning_rate": 0.00027642714218455746,
1802
- "loss": 2.8555,
1803
  "step": 278000
1804
  },
1805
  {
1806
  "epoch": 15.0,
1807
- "eval_accuracy": 0.4095201248113644,
1808
- "eval_loss": 3.3868112564086914,
1809
- "eval_runtime": 153.6538,
1810
- "eval_samples_per_second": 376.945,
1811
- "eval_steps_per_second": 5.89,
1812
  "step": 278880
1813
  },
1814
  {
1815
  "epoch": 15.01,
1816
- "learning_rate": 0.0002734845809792844,
1817
- "loss": 2.8488,
1818
  "step": 279000
1819
  },
1820
  {
1821
  "epoch": 15.06,
1822
- "learning_rate": 0.00027054201977401134,
1823
- "loss": 2.8093,
1824
  "step": 280000
1825
  },
1826
  {
1827
  "epoch": 15.11,
1828
- "learning_rate": 0.00026759945856873825,
1829
- "loss": 2.8137,
1830
  "step": 281000
1831
  },
1832
  {
1833
  "epoch": 15.17,
1834
- "learning_rate": 0.00026465983992467044,
1835
- "loss": 2.8098,
1836
  "step": 282000
1837
  },
1838
  {
1839
  "epoch": 15.22,
1840
- "learning_rate": 0.0002617172787193974,
1841
- "loss": 2.815,
1842
  "step": 283000
1843
  },
1844
  {
1845
  "epoch": 15.28,
1846
- "learning_rate": 0.00025877766007532954,
1847
- "loss": 2.8226,
1848
  "step": 284000
1849
  },
1850
  {
1851
  "epoch": 15.33,
1852
- "learning_rate": 0.0002558350988700565,
1853
- "loss": 2.8227,
1854
  "step": 285000
1855
  },
1856
  {
1857
  "epoch": 15.38,
1858
- "learning_rate": 0.0002528925376647834,
1859
- "loss": 2.8204,
1860
  "step": 286000
1861
  },
1862
  {
1863
  "epoch": 15.44,
1864
- "learning_rate": 0.0002499529190207156,
1865
- "loss": 2.8239,
1866
  "step": 287000
1867
  },
1868
  {
1869
  "epoch": 15.49,
1870
- "learning_rate": 0.00024701035781544257,
1871
- "loss": 2.8234,
1872
  "step": 288000
1873
  },
1874
  {
1875
  "epoch": 15.54,
1876
- "learning_rate": 0.0002440677966101695,
1877
- "loss": 2.8268,
1878
  "step": 289000
1879
  },
1880
  {
1881
  "epoch": 15.6,
1882
- "learning_rate": 0.00024113112052730697,
1883
- "loss": 2.8285,
1884
  "step": 290000
1885
  },
1886
  {
1887
  "epoch": 15.65,
1888
- "learning_rate": 0.0002381885593220339,
1889
- "loss": 2.8301,
1890
  "step": 291000
1891
  },
1892
  {
1893
  "epoch": 15.71,
1894
- "learning_rate": 0.00023524599811676085,
1895
- "loss": 2.831,
1896
  "step": 292000
1897
  },
1898
  {
1899
  "epoch": 15.76,
1900
- "learning_rate": 0.00023230343691148776,
1901
- "loss": 2.8319,
1902
  "step": 293000
1903
  },
1904
  {
1905
  "epoch": 15.81,
1906
- "learning_rate": 0.00022936381826741997,
1907
- "loss": 2.8331,
1908
  "step": 294000
1909
  },
1910
  {
1911
  "epoch": 15.87,
1912
- "learning_rate": 0.00022642125706214688,
1913
- "loss": 2.837,
1914
  "step": 295000
1915
  },
1916
  {
1917
  "epoch": 15.92,
1918
- "learning_rate": 0.0002234816384180791,
1919
- "loss": 2.835,
1920
  "step": 296000
1921
  },
1922
  {
1923
  "epoch": 15.97,
1924
- "learning_rate": 0.00022053907721280604,
1925
- "loss": 2.8368,
1926
  "step": 297000
1927
  },
1928
  {
1929
  "epoch": 16.0,
1930
- "eval_accuracy": 0.40982626817554074,
1931
- "eval_loss": 3.3892040252685547,
1932
- "eval_runtime": 153.9496,
1933
- "eval_samples_per_second": 376.22,
1934
- "eval_steps_per_second": 5.879,
1935
  "step": 297472
1936
  },
1937
  {
1938
  "epoch": 16.03,
1939
- "learning_rate": 0.00021759651600753298,
1940
- "loss": 2.8135,
1941
  "step": 298000
1942
  },
1943
  {
1944
  "epoch": 16.08,
1945
- "learning_rate": 0.00021465689736346516,
1946
- "loss": 2.7892,
1947
  "step": 299000
1948
  },
1949
  {
1950
  "epoch": 16.14,
1951
- "learning_rate": 0.0002117143361581921,
1952
- "loss": 2.7966,
1953
  "step": 300000
1954
  },
1955
  {
1956
  "epoch": 16.19,
1957
- "learning_rate": 0.0002087747175141243,
1958
- "loss": 2.7981,
1959
  "step": 301000
1960
  },
1961
  {
1962
  "epoch": 16.24,
1963
- "learning_rate": 0.0002058350988700565,
1964
- "loss": 2.7999,
1965
  "step": 302000
1966
  },
1967
  {
1968
  "epoch": 16.3,
1969
- "learning_rate": 0.00020289253766478344,
1970
- "loss": 2.8005,
1971
  "step": 303000
1972
  },
1973
  {
1974
  "epoch": 16.35,
1975
- "learning_rate": 0.00019995291902071563,
1976
- "loss": 2.8064,
1977
  "step": 304000
1978
  },
1979
  {
1980
  "epoch": 16.4,
1981
- "learning_rate": 0.00019701035781544257,
1982
- "loss": 2.8087,
1983
  "step": 305000
1984
  },
1985
  {
1986
  "epoch": 16.46,
1987
- "learning_rate": 0.00019406779661016948,
1988
- "loss": 2.8069,
1989
  "step": 306000
1990
  },
1991
  {
1992
  "epoch": 16.51,
1993
- "learning_rate": 0.00019112523540489642,
1994
- "loss": 2.8089,
1995
  "step": 307000
1996
  },
1997
  {
1998
  "epoch": 16.57,
1999
- "learning_rate": 0.00018818561676082864,
2000
- "loss": 2.8103,
2001
  "step": 308000
2002
  },
2003
  {
2004
  "epoch": 16.62,
2005
- "learning_rate": 0.00018524305555555557,
2006
- "loss": 2.8099,
2007
  "step": 309000
2008
  },
2009
  {
2010
  "epoch": 16.67,
2011
- "learning_rate": 0.00018230343691148776,
2012
- "loss": 2.8134,
2013
  "step": 310000
2014
  },
2015
  {
2016
  "epoch": 16.73,
2017
- "learning_rate": 0.0001793608757062147,
2018
- "loss": 2.8105,
2019
  "step": 311000
2020
  },
2021
  {
2022
  "epoch": 16.78,
2023
- "learning_rate": 0.0001764212570621469,
2024
- "loss": 2.8145,
2025
  "step": 312000
2026
  },
2027
  {
2028
  "epoch": 16.84,
2029
- "learning_rate": 0.00017347869585687383,
2030
- "loss": 2.817,
2031
  "step": 313000
2032
  },
2033
  {
2034
  "epoch": 16.89,
2035
- "learning_rate": 0.00017053613465160076,
2036
- "loss": 2.8195,
2037
  "step": 314000
2038
  },
2039
  {
2040
  "epoch": 16.94,
2041
- "learning_rate": 0.00016759651600753295,
2042
- "loss": 2.8218,
2043
  "step": 315000
2044
  },
2045
  {
2046
  "epoch": 17.0,
2047
- "learning_rate": 0.0001646539548022599,
2048
- "loss": 2.8185,
2049
  "step": 316000
2050
  },
2051
  {
2052
  "epoch": 17.0,
2053
- "eval_accuracy": 0.4105727151624538,
2054
- "eval_loss": 3.3865416049957275,
2055
- "eval_runtime": 155.0516,
2056
- "eval_samples_per_second": 373.547,
2057
- "eval_steps_per_second": 5.837,
2058
  "step": 316064
2059
  },
2060
  {
2061
  "epoch": 17.05,
2062
- "learning_rate": 0.00016171139359698683,
2063
- "loss": 2.7805,
2064
  "step": 317000
2065
  },
2066
  {
2067
  "epoch": 17.1,
2068
- "learning_rate": 0.00015877177495291902,
2069
- "loss": 2.7868,
2070
  "step": 318000
2071
  },
2072
  {
2073
  "epoch": 17.16,
2074
- "learning_rate": 0.00015582921374764595,
2075
- "loss": 2.7826,
2076
  "step": 319000
2077
  },
2078
  {
2079
  "epoch": 17.21,
2080
- "learning_rate": 0.0001528866525423729,
2081
- "loss": 2.783,
2082
  "step": 320000
2083
  },
2084
  {
2085
  "epoch": 17.27,
2086
- "learning_rate": 0.00014994703389830508,
2087
- "loss": 2.7881,
2088
  "step": 321000
2089
  },
2090
  {
2091
  "epoch": 17.32,
2092
- "learning_rate": 0.00014700447269303202,
2093
- "loss": 2.7889,
2094
  "step": 322000
2095
  },
2096
  {
2097
  "epoch": 17.37,
2098
- "learning_rate": 0.0001440648540489642,
2099
  "loss": 2.7868,
2100
  "step": 323000
2101
  },
2102
  {
2103
  "epoch": 17.43,
2104
- "learning_rate": 0.00014112229284369115,
2105
- "loss": 2.794,
2106
  "step": 324000
2107
  },
2108
  {
2109
  "epoch": 17.48,
2110
- "learning_rate": 0.00013818267419962336,
2111
- "loss": 2.7907,
2112
  "step": 325000
2113
  },
2114
  {
2115
  "epoch": 17.53,
2116
- "learning_rate": 0.0001352401129943503,
2117
- "loss": 2.7941,
2118
  "step": 326000
2119
  },
2120
  {
2121
  "epoch": 17.59,
2122
- "learning_rate": 0.0001322975517890772,
2123
- "loss": 2.7927,
2124
  "step": 327000
2125
  },
2126
  {
2127
  "epoch": 17.64,
2128
- "learning_rate": 0.00012935499058380415,
2129
- "loss": 2.7957,
2130
  "step": 328000
2131
  },
2132
  {
2133
  "epoch": 17.7,
2134
- "learning_rate": 0.00012641537193973634,
2135
- "loss": 2.7919,
2136
  "step": 329000
2137
  },
2138
  {
2139
  "epoch": 17.75,
2140
- "learning_rate": 0.00012347281073446327,
2141
- "loss": 2.7963,
2142
  "step": 330000
2143
  },
2144
  {
2145
  "epoch": 17.8,
2146
- "learning_rate": 0.00012053024952919021,
2147
- "loss": 2.798,
2148
  "step": 331000
2149
  },
2150
  {
2151
  "epoch": 17.86,
2152
- "learning_rate": 0.00011759063088512241,
2153
- "loss": 2.7969,
2154
  "step": 332000
2155
  },
2156
  {
2157
  "epoch": 17.91,
2158
- "learning_rate": 0.00011464806967984934,
2159
- "loss": 2.7977,
2160
  "step": 333000
2161
  },
2162
  {
2163
  "epoch": 17.96,
2164
- "learning_rate": 0.00011170845103578154,
2165
- "loss": 2.7969,
2166
  "step": 334000
2167
  },
2168
  {
2169
  "epoch": 18.0,
2170
- "eval_accuracy": 0.4098990250909243,
2171
- "eval_loss": 3.400566577911377,
2172
- "eval_runtime": 153.6726,
2173
- "eval_samples_per_second": 376.899,
2174
- "eval_steps_per_second": 5.889,
2175
  "step": 334656
2176
  },
2177
  {
2178
  "epoch": 18.02,
2179
- "learning_rate": 0.00010876588983050848,
2180
- "loss": 2.7861,
2181
  "step": 335000
2182
  },
2183
  {
2184
  "epoch": 18.07,
2185
- "learning_rate": 0.0001058233286252354,
2186
- "loss": 2.7663,
2187
  "step": 336000
2188
  },
2189
  {
2190
  "epoch": 18.13,
2191
- "learning_rate": 0.00010288076741996234,
2192
- "loss": 2.769,
2193
  "step": 337000
2194
  },
2195
  {
2196
  "epoch": 18.18,
2197
- "learning_rate": 9.994114877589454e-05,
2198
- "loss": 2.7697,
2199
  "step": 338000
2200
  },
2201
  {
2202
  "epoch": 18.23,
2203
- "learning_rate": 9.699858757062147e-05,
2204
- "loss": 2.7771,
2205
  "step": 339000
2206
  },
2207
  {
2208
  "epoch": 18.29,
2209
- "learning_rate": 9.40560263653484e-05,
2210
- "loss": 2.7719,
2211
  "step": 340000
2212
  },
2213
  {
2214
  "epoch": 18.34,
2215
- "learning_rate": 9.111346516007534e-05,
2216
- "loss": 2.7793,
2217
  "step": 341000
2218
  },
2219
  {
2220
  "epoch": 18.4,
2221
- "learning_rate": 8.817384651600753e-05,
2222
- "loss": 2.7736,
2223
  "step": 342000
2224
  },
2225
  {
2226
  "epoch": 18.45,
2227
- "learning_rate": 8.523422787193975e-05,
2228
- "loss": 2.777,
2229
  "step": 343000
2230
  },
2231
  {
2232
  "epoch": 18.5,
2233
- "learning_rate": 8.229166666666667e-05,
2234
- "loss": 2.7778,
2235
  "step": 344000
2236
  },
2237
  {
2238
  "epoch": 18.56,
2239
- "learning_rate": 7.935204802259887e-05,
2240
- "loss": 2.7766,
2241
  "step": 345000
2242
  },
2243
  {
2244
  "epoch": 18.61,
2245
- "learning_rate": 7.640948681732581e-05,
2246
- "loss": 2.7771,
2247
  "step": 346000
2248
  },
2249
  {
2250
  "epoch": 18.66,
2251
- "learning_rate": 7.3469868173258e-05,
2252
- "loss": 2.7785,
2253
  "step": 347000
2254
  },
2255
  {
2256
  "epoch": 18.72,
2257
- "learning_rate": 7.052730696798494e-05,
2258
- "loss": 2.7756,
2259
  "step": 348000
2260
  },
2261
  {
2262
  "epoch": 18.77,
2263
- "learning_rate": 6.758474576271187e-05,
2264
- "loss": 2.7762,
2265
  "step": 349000
2266
  },
2267
  {
2268
  "epoch": 18.83,
2269
- "learning_rate": 6.464512711864406e-05,
2270
- "loss": 2.7811,
2271
  "step": 350000
2272
  },
2273
  {
2274
  "epoch": 18.88,
2275
- "learning_rate": 6.1702565913371e-05,
2276
- "loss": 2.7773,
2277
  "step": 351000
2278
  },
2279
  {
2280
  "epoch": 18.93,
2281
- "learning_rate": 5.8760004708097925e-05,
2282
- "loss": 2.7786,
2283
  "step": 352000
2284
  },
2285
  {
2286
  "epoch": 18.99,
2287
- "learning_rate": 5.5820386064030134e-05,
2288
- "loss": 2.7805,
2289
  "step": 353000
2290
  },
2291
  {
2292
  "epoch": 19.0,
2293
- "eval_accuracy": 0.41040066487593735,
2294
- "eval_loss": 3.399707794189453,
2295
- "eval_runtime": 153.9752,
2296
- "eval_samples_per_second": 376.158,
2297
- "eval_steps_per_second": 5.878,
2298
  "step": 353248
2299
  },
2300
  {
2301
  "epoch": 19.04,
2302
- "learning_rate": 5.2877824858757065e-05,
2303
- "loss": 2.7638,
2304
  "step": 354000
2305
  },
2306
  {
2307
  "epoch": 19.09,
2308
- "learning_rate": 4.993526365348399e-05,
2309
- "loss": 2.7559,
2310
  "step": 355000
2311
  },
2312
  {
2313
  "epoch": 19.15,
2314
- "learning_rate": 4.699270244821093e-05,
2315
- "loss": 2.7604,
2316
  "step": 356000
2317
  },
2318
  {
2319
  "epoch": 19.2,
2320
- "learning_rate": 4.405308380414313e-05,
2321
- "loss": 2.762,
2322
  "step": 357000
2323
  },
2324
  {
2325
  "epoch": 19.26,
2326
- "learning_rate": 4.111346516007533e-05,
2327
- "loss": 2.7598,
2328
  "step": 358000
2329
  },
2330
  {
2331
  "epoch": 19.31,
2332
- "learning_rate": 3.8170903954802256e-05,
2333
- "loss": 2.76,
2334
  "step": 359000
2335
  },
2336
  {
2337
  "epoch": 19.36,
2338
- "learning_rate": 3.523128531073446e-05,
2339
- "loss": 2.7655,
2340
  "step": 360000
2341
  },
2342
  {
2343
  "epoch": 19.42,
2344
- "learning_rate": 3.2288724105461396e-05,
2345
- "loss": 2.7589,
2346
  "step": 361000
2347
  },
2348
  {
2349
  "epoch": 19.47,
2350
- "learning_rate": 2.9346162900188327e-05,
2351
- "loss": 2.7604,
2352
  "step": 362000
2353
  },
2354
  {
2355
  "epoch": 19.52,
2356
- "learning_rate": 2.6403601694915254e-05,
2357
- "loss": 2.7634,
2358
  "step": 363000
2359
  },
2360
  {
2361
  "epoch": 19.58,
2362
- "learning_rate": 2.3461040489642185e-05,
2363
- "loss": 2.7618,
2364
  "step": 364000
2365
  },
2366
  {
2367
  "epoch": 19.63,
2368
- "learning_rate": 2.0518479284369116e-05,
2369
- "loss": 2.764,
2370
  "step": 365000
2371
  },
2372
  {
2373
  "epoch": 19.69,
2374
- "learning_rate": 1.7575918079096047e-05,
2375
- "loss": 2.7651,
2376
  "step": 366000
2377
  },
2378
  {
2379
  "epoch": 19.74,
2380
- "learning_rate": 1.4636299435028249e-05,
2381
- "loss": 2.7575,
2382
  "step": 367000
2383
  },
2384
  {
2385
  "epoch": 19.79,
2386
- "learning_rate": 1.169373822975518e-05,
2387
- "loss": 2.7625,
2388
  "step": 368000
2389
  },
2390
  {
2391
  "epoch": 19.85,
2392
- "learning_rate": 8.754119585687382e-06,
2393
- "loss": 2.7612,
2394
  "step": 369000
2395
  },
2396
  {
2397
  "epoch": 19.9,
2398
- "learning_rate": 5.814500941619586e-06,
2399
- "loss": 2.7639,
2400
  "step": 370000
2401
  },
2402
  {
2403
  "epoch": 19.95,
2404
- "learning_rate": 2.871939736346516e-06,
2405
- "loss": 2.7623,
2406
  "step": 371000
2407
  },
2408
  {
2409
  "epoch": 20.0,
2410
- "eval_accuracy": 0.40988659662430754,
2411
- "eval_loss": 3.4119651317596436,
2412
- "eval_runtime": 154.9649,
2413
- "eval_samples_per_second": 373.755,
2414
- "eval_steps_per_second": 5.84,
2415
  "step": 371840
2416
  },
2417
  {
2418
  "epoch": 20.0,
2419
  "step": 371840,
2420
  "total_flos": 1.56667295384064e+18,
2421
- "train_loss": 3.030422134530729,
2422
- "train_runtime": 80926.4318,
2423
- "train_samples_per_second": 147.032,
2424
- "train_steps_per_second": 4.595
2425
  }
2426
  ],
2427
  "logging_steps": 1000,
 
11
  {
12
  "epoch": 0.05,
13
  "learning_rate": 3.125e-05,
14
+ "loss": 6.2273,
15
  "step": 1000
16
  },
17
  {
18
  "epoch": 0.11,
19
  "learning_rate": 6.25e-05,
20
+ "loss": 5.0064,
21
  "step": 2000
22
  },
23
  {
24
  "epoch": 0.16,
25
  "learning_rate": 9.375e-05,
26
+ "loss": 4.6786,
27
  "step": 3000
28
  },
29
  {
30
  "epoch": 0.22,
31
  "learning_rate": 0.000125,
32
+ "loss": 4.4497,
33
  "step": 4000
34
  },
35
  {
36
  "epoch": 0.27,
37
  "learning_rate": 0.00015625,
38
+ "loss": 4.2995,
39
  "step": 5000
40
  },
41
  {
42
  "epoch": 0.32,
43
  "learning_rate": 0.0001875,
44
+ "loss": 4.1799,
45
  "step": 6000
46
  },
47
  {
48
  "epoch": 0.38,
49
  "learning_rate": 0.00021875,
50
+ "loss": 4.0734,
51
  "step": 7000
52
  },
53
  {
54
  "epoch": 0.43,
55
  "learning_rate": 0.00025,
56
+ "loss": 3.9794,
57
  "step": 8000
58
  },
59
  {
60
  "epoch": 0.48,
61
  "learning_rate": 0.00028121875,
62
+ "loss": 3.9125,
63
  "step": 9000
64
  },
65
  {
66
  "epoch": 0.54,
67
  "learning_rate": 0.00031246875000000003,
68
+ "loss": 3.8491,
69
  "step": 10000
70
  },
71
  {
72
  "epoch": 0.59,
73
  "learning_rate": 0.00034368749999999997,
74
+ "loss": 3.8003,
75
  "step": 11000
76
  },
77
  {
78
  "epoch": 0.65,
79
+ "learning_rate": 0.00037490625,
80
+ "loss": 3.7623,
81
  "step": 12000
82
  },
83
  {
84
  "epoch": 0.7,
85
  "learning_rate": 0.00040615625,
86
+ "loss": 3.7286,
87
  "step": 13000
88
  },
89
  {
90
  "epoch": 0.75,
91
+ "learning_rate": 0.00043740625,
92
+ "loss": 3.697,
93
  "step": 14000
94
  },
95
  {
96
  "epoch": 0.81,
97
+ "learning_rate": 0.00046865625,
98
+ "loss": 3.6659,
99
  "step": 15000
100
  },
101
  {
102
  "epoch": 0.86,
103
  "learning_rate": 0.00049984375,
104
+ "loss": 3.6414,
105
  "step": 16000
106
  },
107
  {
108
  "epoch": 0.91,
109
  "learning_rate": 0.00053109375,
110
+ "loss": 3.6203,
111
  "step": 17000
112
  },
113
  {
114
  "epoch": 0.97,
115
+ "learning_rate": 0.0005623125,
116
+ "loss": 3.6046,
117
  "step": 18000
118
  },
119
  {
120
  "epoch": 1.0,
121
+ "eval_accuracy": 0.3593838920220195,
122
+ "eval_loss": 3.783267021179199,
123
+ "eval_runtime": 153.4166,
124
+ "eval_samples_per_second": 377.528,
125
+ "eval_steps_per_second": 5.899,
126
  "step": 18592
127
  },
128
  {
129
  "epoch": 1.02,
130
+ "learning_rate": 0.00059353125,
131
+ "loss": 3.5711,
132
  "step": 19000
133
  },
134
  {
135
  "epoch": 1.08,
136
+ "learning_rate": 0.00062478125,
137
+ "loss": 3.5432,
138
  "step": 20000
139
  },
140
  {
141
  "epoch": 1.13,
142
+ "learning_rate": 0.0006560312499999999,
143
+ "loss": 3.5383,
144
  "step": 21000
145
  },
146
  {
147
  "epoch": 1.18,
148
  "learning_rate": 0.00068728125,
149
+ "loss": 3.5273,
150
  "step": 22000
151
  },
152
  {
153
  "epoch": 1.24,
154
+ "learning_rate": 0.00071846875,
155
+ "loss": 3.5186,
156
  "step": 23000
157
  },
158
  {
159
  "epoch": 1.29,
160
+ "learning_rate": 0.00074971875,
161
+ "loss": 3.5029,
162
  "step": 24000
163
  },
164
  {
165
  "epoch": 1.34,
166
+ "learning_rate": 0.00078096875,
167
+ "loss": 3.4884,
168
  "step": 25000
169
  },
170
  {
171
  "epoch": 1.4,
172
+ "learning_rate": 0.00081221875,
173
+ "loss": 3.483,
174
  "step": 26000
175
  },
176
  {
177
  "epoch": 1.45,
178
+ "learning_rate": 0.00084346875,
179
+ "loss": 3.4799,
180
  "step": 27000
181
  },
182
  {
183
  "epoch": 1.51,
184
  "learning_rate": 0.00087471875,
185
+ "loss": 3.4665,
186
  "step": 28000
187
  },
188
  {
189
  "epoch": 1.56,
190
+ "learning_rate": 0.0009059375,
191
+ "loss": 3.4599,
192
  "step": 29000
193
  },
194
  {
195
  "epoch": 1.61,
196
+ "learning_rate": 0.0009371875,
197
+ "loss": 3.4558,
198
  "step": 30000
199
  },
200
  {
201
  "epoch": 1.67,
202
+ "learning_rate": 0.0009684062500000001,
203
+ "loss": 3.4422,
204
  "step": 31000
205
  },
206
  {
207
  "epoch": 1.72,
208
+ "learning_rate": 0.0009996562500000001,
209
+ "loss": 3.4367,
210
  "step": 32000
211
  },
212
  {
213
  "epoch": 1.77,
214
+ "learning_rate": 0.0009970927495291902,
215
+ "loss": 3.426,
216
  "step": 33000
217
  },
218
  {
219
  "epoch": 1.83,
220
+ "learning_rate": 0.000994150188323917,
221
+ "loss": 3.4158,
222
  "step": 34000
223
  },
224
  {
225
  "epoch": 1.88,
226
+ "learning_rate": 0.0009912076271186441,
227
+ "loss": 3.4045,
228
  "step": 35000
229
  },
230
  {
231
  "epoch": 1.94,
232
+ "learning_rate": 0.0009882680084745763,
233
+ "loss": 3.3986,
234
  "step": 36000
235
  },
236
  {
237
  "epoch": 1.99,
238
+ "learning_rate": 0.0009853254472693032,
239
+ "loss": 3.3837,
240
  "step": 37000
241
  },
242
  {
243
  "epoch": 2.0,
244
+ "eval_accuracy": 0.3805308271991013,
245
+ "eval_loss": 3.585395336151123,
246
+ "eval_runtime": 153.8737,
247
+ "eval_samples_per_second": 376.406,
248
+ "eval_steps_per_second": 5.881,
249
  "step": 37184
250
  },
251
  {
252
  "epoch": 2.04,
253
+ "learning_rate": 0.0009823858286252354,
254
+ "loss": 3.3356,
255
  "step": 38000
256
  },
257
  {
258
  "epoch": 2.1,
259
+ "learning_rate": 0.0009794432674199625,
260
+ "loss": 3.3244,
261
  "step": 39000
262
  },
263
  {
264
  "epoch": 2.15,
265
+ "learning_rate": 0.0009765007062146893,
266
+ "loss": 3.3239,
267
  "step": 40000
268
  },
269
  {
270
  "epoch": 2.21,
271
+ "learning_rate": 0.0009735581450094162,
272
+ "loss": 3.3237,
273
  "step": 41000
274
  },
275
  {
276
  "epoch": 2.26,
277
  "learning_rate": 0.0009706155838041431,
278
+ "loss": 3.3158,
279
  "step": 42000
280
  },
281
  {
282
  "epoch": 2.31,
283
+ "learning_rate": 0.0009676759651600754,
284
+ "loss": 3.3155,
285
  "step": 43000
286
  },
287
  {
288
  "epoch": 2.37,
289
  "learning_rate": 0.0009647334039548023,
290
+ "loss": 3.3056,
291
  "step": 44000
292
  },
293
  {
294
  "epoch": 2.42,
295
+ "learning_rate": 0.0009617967278719397,
296
+ "loss": 3.2987,
297
  "step": 45000
298
  },
299
  {
300
  "epoch": 2.47,
301
+ "learning_rate": 0.0009588541666666667,
302
+ "loss": 3.2986,
303
  "step": 46000
304
  },
305
  {
306
  "epoch": 2.53,
307
+ "learning_rate": 0.0009559116054613936,
308
+ "loss": 3.2939,
309
  "step": 47000
310
  },
311
  {
312
  "epoch": 2.58,
313
+ "learning_rate": 0.0009529719868173258,
314
+ "loss": 3.2838,
315
  "step": 48000
316
  },
317
  {
318
  "epoch": 2.64,
319
+ "learning_rate": 0.0009500294256120528,
320
+ "loss": 3.2825,
321
  "step": 49000
322
  },
323
  {
324
  "epoch": 2.69,
325
+ "learning_rate": 0.000947089806967985,
326
+ "loss": 3.2764,
327
  "step": 50000
328
  },
329
  {
330
  "epoch": 2.74,
331
+ "learning_rate": 0.0009441472457627119,
332
+ "loss": 3.2789,
333
  "step": 51000
334
  },
335
  {
336
  "epoch": 2.8,
337
+ "learning_rate": 0.0009412046845574388,
338
+ "loss": 3.2675,
339
  "step": 52000
340
  },
341
  {
342
  "epoch": 2.85,
343
+ "learning_rate": 0.000938265065913371,
344
+ "loss": 3.2626,
345
  "step": 53000
346
  },
347
  {
348
  "epoch": 2.9,
349
+ "learning_rate": 0.000935322504708098,
350
+ "loss": 3.2634,
351
  "step": 54000
352
  },
353
  {
354
  "epoch": 2.96,
355
+ "learning_rate": 0.0009323799435028248,
356
+ "loss": 3.26,
357
  "step": 55000
358
  },
359
  {
360
  "epoch": 3.0,
361
+ "eval_accuracy": 0.3930830410348331,
362
+ "eval_loss": 3.4487695693969727,
363
+ "eval_runtime": 154.1089,
364
+ "eval_samples_per_second": 375.832,
365
+ "eval_steps_per_second": 5.872,
366
  "step": 55776
367
  },
368
  {
369
  "epoch": 3.01,
370
+ "learning_rate": 0.0009294403248587571,
371
+ "loss": 3.2383,
372
  "step": 56000
373
  },
374
  {
375
  "epoch": 3.07,
376
+ "learning_rate": 0.0009265007062146893,
377
+ "loss": 3.1912,
378
  "step": 57000
379
  },
380
  {
381
  "epoch": 3.12,
382
+ "learning_rate": 0.0009235581450094163,
383
+ "loss": 3.1918,
384
  "step": 58000
385
  },
386
  {
387
  "epoch": 3.17,
388
+ "learning_rate": 0.0009206155838041431,
389
+ "loss": 3.194,
390
  "step": 59000
391
  },
392
  {
393
  "epoch": 3.23,
394
+ "learning_rate": 0.0009176759651600753,
395
+ "loss": 3.1957,
396
  "step": 60000
397
  },
398
  {
399
  "epoch": 3.28,
400
+ "learning_rate": 0.0009147334039548023,
401
+ "loss": 3.197,
402
  "step": 61000
403
  },
404
  {
405
  "epoch": 3.33,
406
+ "learning_rate": 0.0009117908427495291,
407
+ "loss": 3.1975,
408
  "step": 62000
409
  },
410
  {
411
  "epoch": 3.39,
412
+ "learning_rate": 0.0009088482815442561,
413
+ "loss": 3.1927,
414
  "step": 63000
415
  },
416
  {
417
  "epoch": 3.44,
418
  "learning_rate": 0.0009059057203389832,
419
+ "loss": 3.1992,
420
  "step": 64000
421
  },
422
  {
423
  "epoch": 3.5,
424
  "learning_rate": 0.00090296315913371,
425
+ "loss": 3.1941,
426
  "step": 65000
427
  },
428
  {
429
  "epoch": 3.55,
430
  "learning_rate": 0.000900020597928437,
431
+ "loss": 3.1912,
432
  "step": 66000
433
  },
434
  {
435
  "epoch": 3.6,
436
+ "learning_rate": 0.0008970839218455744,
437
+ "loss": 3.1912,
438
  "step": 67000
439
  },
440
  {
441
  "epoch": 3.66,
442
  "learning_rate": 0.0008941413606403014,
443
+ "loss": 3.1841,
444
  "step": 68000
445
  },
446
  {
447
  "epoch": 3.71,
448
  "learning_rate": 0.0008911987994350282,
449
+ "loss": 3.1878,
450
  "step": 69000
451
  },
452
  {
453
  "epoch": 3.77,
454
  "learning_rate": 0.0008882562382297552,
455
+ "loss": 3.1869,
456
  "step": 70000
457
  },
458
  {
459
  "epoch": 3.82,
460
  "learning_rate": 0.0008853136770244821,
461
+ "loss": 3.1847,
462
  "step": 71000
463
  },
464
  {
465
  "epoch": 3.87,
466
+ "learning_rate": 0.0008823740583804143,
467
+ "loss": 3.1828,
468
  "step": 72000
469
  },
470
  {
471
  "epoch": 3.93,
472
+ "learning_rate": 0.0008794314971751413,
473
+ "loss": 3.1792,
474
  "step": 73000
475
  },
476
  {
477
  "epoch": 3.98,
478
+ "learning_rate": 0.0008764918785310735,
479
+ "loss": 3.1824,
480
  "step": 74000
481
  },
482
  {
483
  "epoch": 4.0,
484
+ "eval_accuracy": 0.398565875878046,
485
+ "eval_loss": 3.4153025150299072,
486
+ "eval_runtime": 154.2791,
487
+ "eval_samples_per_second": 375.417,
488
+ "eval_steps_per_second": 5.866,
489
  "step": 74368
490
  },
491
  {
492
  "epoch": 4.03,
493
+ "learning_rate": 0.0008735493173258003,
494
+ "loss": 3.1395,
495
  "step": 75000
496
  },
497
  {
498
  "epoch": 4.09,
499
+ "learning_rate": 0.0008706096986817325,
500
+ "loss": 3.1148,
501
  "step": 76000
502
  },
503
  {
504
  "epoch": 4.14,
505
+ "learning_rate": 0.0008676671374764595,
506
+ "loss": 3.1217,
507
  "step": 77000
508
  },
509
  {
510
  "epoch": 4.2,
511
+ "learning_rate": 0.0008647275188323918,
512
+ "loss": 3.1234,
513
  "step": 78000
514
  },
515
  {
516
  "epoch": 4.25,
517
+ "learning_rate": 0.0008617849576271186,
518
+ "loss": 3.125,
519
  "step": 79000
520
  },
521
  {
522
  "epoch": 4.3,
523
+ "learning_rate": 0.0008588423964218456,
524
+ "loss": 3.1258,
525
  "step": 80000
526
  },
527
  {
528
  "epoch": 4.36,
529
+ "learning_rate": 0.0008559027777777778,
530
+ "loss": 3.1259,
531
  "step": 81000
532
  },
533
  {
534
  "epoch": 4.41,
535
+ "learning_rate": 0.0008529602165725048,
536
+ "loss": 3.1217,
537
  "step": 82000
538
  },
539
  {
540
  "epoch": 4.46,
541
+ "learning_rate": 0.0008500205979284368,
542
+ "loss": 3.1289,
543
  "step": 83000
544
  },
545
  {
546
  "epoch": 4.52,
547
+ "learning_rate": 0.0008470809792843691,
548
+ "loss": 3.1277,
549
  "step": 84000
550
  },
551
  {
552
  "epoch": 4.57,
553
+ "learning_rate": 0.0008441384180790961,
554
+ "loss": 3.1229,
555
  "step": 85000
556
  },
557
  {
558
  "epoch": 4.63,
559
+ "learning_rate": 0.000841195856873823,
560
+ "loss": 3.126,
561
  "step": 86000
562
  },
563
  {
564
  "epoch": 4.68,
565
+ "learning_rate": 0.0008382532956685499,
566
+ "loss": 3.1276,
567
  "step": 87000
568
  },
569
  {
570
  "epoch": 4.73,
571
+ "learning_rate": 0.0008353136770244821,
572
+ "loss": 3.1249,
573
  "step": 88000
574
  },
575
  {
576
  "epoch": 4.79,
577
+ "learning_rate": 0.0008323740583804143,
578
+ "loss": 3.1257,
579
  "step": 89000
580
  },
581
  {
582
  "epoch": 4.84,
583
+ "learning_rate": 0.0008294314971751412,
584
+ "loss": 3.1257,
585
  "step": 90000
586
  },
587
  {
588
  "epoch": 4.89,
589
+ "learning_rate": 0.0008264889359698681,
590
+ "loss": 3.1228,
591
  "step": 91000
592
  },
593
  {
594
  "epoch": 4.95,
595
+ "learning_rate": 0.0008235463747645952,
596
+ "loss": 3.1238,
597
  "step": 92000
598
  },
599
  {
600
  "epoch": 5.0,
601
+ "eval_accuracy": 0.40275097726376624,
602
+ "eval_loss": 3.3852765560150146,
603
+ "eval_runtime": 153.7791,
604
+ "eval_samples_per_second": 376.638,
605
+ "eval_steps_per_second": 5.885,
606
  "step": 92960
607
  },
608
  {
609
  "epoch": 5.0,
610
+ "learning_rate": 0.0008206067561205274,
611
+ "loss": 3.1162,
612
  "step": 93000
613
  },
614
  {
615
  "epoch": 5.06,
616
+ "learning_rate": 0.0008176671374764595,
617
+ "loss": 3.0546,
618
  "step": 94000
619
  },
620
  {
621
  "epoch": 5.11,
622
+ "learning_rate": 0.0008147245762711864,
623
+ "loss": 3.063,
624
  "step": 95000
625
  },
626
  {
627
  "epoch": 5.16,
628
+ "learning_rate": 0.0008117820150659134,
629
+ "loss": 3.0632,
630
  "step": 96000
631
  },
632
  {
633
  "epoch": 5.22,
634
+ "learning_rate": 0.0008088394538606403,
635
+ "loss": 3.069,
636
  "step": 97000
637
  },
638
  {
639
  "epoch": 5.27,
640
+ "learning_rate": 0.0008058998352165726,
641
+ "loss": 3.0673,
642
  "step": 98000
643
  },
644
  {
645
  "epoch": 5.32,
646
+ "learning_rate": 0.0008029602165725047,
647
+ "loss": 3.0733,
648
  "step": 99000
649
  },
650
  {
651
  "epoch": 5.38,
652
+ "learning_rate": 0.0008000176553672317,
653
+ "loss": 3.0762,
654
  "step": 100000
655
  },
656
  {
657
  "epoch": 5.43,
658
+ "learning_rate": 0.0007970750941619586,
659
+ "loss": 3.0755,
660
  "step": 101000
661
  },
662
  {
663
  "epoch": 5.49,
664
+ "learning_rate": 0.0007941325329566855,
665
+ "loss": 3.0736,
666
  "step": 102000
667
  },
668
  {
669
  "epoch": 5.54,
670
+ "learning_rate": 0.0007911929143126177,
671
+ "loss": 3.0788,
672
  "step": 103000
673
  },
674
  {
675
  "epoch": 5.59,
676
+ "learning_rate": 0.0007882503531073446,
677
+ "loss": 3.0782,
678
  "step": 104000
679
  },
680
  {
681
  "epoch": 5.65,
682
+ "learning_rate": 0.0007853077919020715,
683
+ "loss": 3.0806,
684
  "step": 105000
685
  },
686
  {
687
  "epoch": 5.7,
688
+ "learning_rate": 0.0007823681732580038,
689
+ "loss": 3.0796,
690
  "step": 106000
691
  },
692
  {
693
  "epoch": 5.76,
694
+ "learning_rate": 0.0007794256120527307,
695
+ "loss": 3.0806,
696
  "step": 107000
697
  },
698
  {
699
  "epoch": 5.81,
700
+ "learning_rate": 0.0007764830508474577,
701
+ "loss": 3.0824,
702
  "step": 108000
703
  },
704
  {
705
  "epoch": 5.86,
706
+ "learning_rate": 0.0007735434322033898,
707
+ "loss": 3.0785,
708
  "step": 109000
709
  },
710
  {
711
  "epoch": 5.92,
712
+ "learning_rate": 0.0007706008709981168,
713
+ "loss": 3.0839,
714
  "step": 110000
715
  },
716
  {
717
  "epoch": 5.97,
718
+ "learning_rate": 0.0007676612523540489,
719
+ "loss": 3.0837,
720
  "step": 111000
721
  },
722
  {
723
  "epoch": 6.0,
724
+ "eval_accuracy": 0.4060002487036941,
725
+ "eval_loss": 3.3511743545532227,
726
+ "eval_runtime": 154.3771,
727
+ "eval_samples_per_second": 375.179,
728
+ "eval_steps_per_second": 5.862,
729
  "step": 111552
730
  },
731
  {
732
  "epoch": 6.02,
733
+ "learning_rate": 0.0007647186911487759,
734
+ "loss": 3.0507,
735
  "step": 112000
736
  },
737
  {
738
  "epoch": 6.08,
739
+ "learning_rate": 0.0007617761299435028,
740
+ "loss": 3.0175,
741
  "step": 113000
742
  },
743
  {
744
  "epoch": 6.13,
745
+ "learning_rate": 0.0007588365112994351,
746
  "loss": 3.0242,
747
  "step": 114000
748
  },
749
  {
750
  "epoch": 6.19,
751
+ "learning_rate": 0.000755893950094162,
752
+ "loss": 3.022,
753
  "step": 115000
754
  },
755
  {
756
  "epoch": 6.24,
757
+ "learning_rate": 0.0007529513888888889,
758
+ "loss": 3.0227,
759
  "step": 116000
760
  },
761
  {
762
  "epoch": 6.29,
763
+ "learning_rate": 0.0007500088276836158,
764
+ "loss": 3.032,
765
  "step": 117000
766
  },
767
  {
768
  "epoch": 6.35,
769
+ "learning_rate": 0.0007470662664783428,
770
+ "loss": 3.0324,
771
  "step": 118000
772
  },
773
  {
774
  "epoch": 6.4,
775
+ "learning_rate": 0.000744126647834275,
776
+ "loss": 3.0343,
777
  "step": 119000
778
  },
779
  {
780
  "epoch": 6.45,
781
+ "learning_rate": 0.0007411870291902072,
782
+ "loss": 3.0381,
783
  "step": 120000
784
  },
785
  {
786
  "epoch": 6.51,
787
+ "learning_rate": 0.0007382444679849341,
788
+ "loss": 3.0422,
789
  "step": 121000
790
  },
791
  {
792
  "epoch": 6.56,
793
+ "learning_rate": 0.0007353019067796611,
794
+ "loss": 3.0362,
795
  "step": 122000
796
  },
797
  {
798
  "epoch": 6.62,
799
+ "learning_rate": 0.000732359345574388,
800
+ "loss": 3.0415,
801
  "step": 123000
802
  },
803
  {
804
  "epoch": 6.67,
805
+ "learning_rate": 0.0007294167843691149,
806
+ "loss": 3.0433,
807
  "step": 124000
808
  },
809
  {
810
  "epoch": 6.72,
811
+ "learning_rate": 0.0007264801082862523,
812
+ "loss": 3.0398,
813
  "step": 125000
814
  },
815
  {
816
  "epoch": 6.78,
817
+ "learning_rate": 0.0007235375470809793,
818
+ "loss": 3.0429,
819
  "step": 126000
820
  },
821
  {
822
  "epoch": 6.83,
823
+ "learning_rate": 0.0007205979284369116,
824
+ "loss": 3.0465,
825
  "step": 127000
826
  },
827
  {
828
  "epoch": 6.88,
829
+ "learning_rate": 0.0007176553672316384,
830
+ "loss": 3.0435,
831
  "step": 128000
832
  },
833
  {
834
  "epoch": 6.94,
835
+ "learning_rate": 0.0007147128060263654,
836
+ "loss": 3.0413,
837
  "step": 129000
838
  },
839
  {
840
  "epoch": 6.99,
841
+ "learning_rate": 0.0007117702448210924,
842
+ "loss": 3.0442,
843
  "step": 130000
844
  },
845
  {
846
  "epoch": 7.0,
847
+ "eval_accuracy": 0.40654595915952124,
848
+ "eval_loss": 3.3564212322235107,
849
+ "eval_runtime": 154.4221,
850
+ "eval_samples_per_second": 375.069,
851
+ "eval_steps_per_second": 5.861,
852
  "step": 130144
853
  },
854
  {
855
  "epoch": 7.05,
856
+ "learning_rate": 0.0007088306261770245,
857
+ "loss": 2.9796,
858
  "step": 131000
859
  },
860
  {
861
  "epoch": 7.1,
862
+ "learning_rate": 0.0007058910075329566,
863
+ "loss": 2.9806,
864
  "step": 132000
865
  },
866
  {
867
  "epoch": 7.15,
868
+ "learning_rate": 0.0007029484463276836,
869
  "loss": 2.9855,
870
  "step": 133000
871
  },
872
  {
873
  "epoch": 7.21,
874
+ "learning_rate": 0.0007000058851224106,
875
+ "loss": 2.9876,
876
  "step": 134000
877
  },
878
  {
879
  "epoch": 7.26,
880
+ "learning_rate": 0.0006970633239171374,
881
+ "loss": 3.0,
882
  "step": 135000
883
  },
884
  {
885
  "epoch": 7.31,
886
+ "learning_rate": 0.0006941237052730697,
887
+ "loss": 2.9999,
888
  "step": 136000
889
  },
890
  {
891
  "epoch": 7.37,
892
+ "learning_rate": 0.0006911811440677967,
893
+ "loss": 2.9999,
894
  "step": 137000
895
  },
896
  {
897
  "epoch": 7.42,
898
+ "learning_rate": 0.0006882385828625236,
899
+ "loss": 2.9978,
900
  "step": 138000
901
  },
902
  {
903
  "epoch": 7.48,
904
+ "learning_rate": 0.0006852960216572505,
905
+ "loss": 3.0077,
906
  "step": 139000
907
  },
908
  {
909
  "epoch": 7.53,
910
+ "learning_rate": 0.0006823564030131827,
911
+ "loss": 3.0006,
912
  "step": 140000
913
  },
914
  {
915
  "epoch": 7.58,
916
+ "learning_rate": 0.0006794138418079096,
917
+ "loss": 3.0076,
918
  "step": 141000
919
  },
920
  {
921
  "epoch": 7.64,
922
+ "learning_rate": 0.0006764771657250472,
923
+ "loss": 3.0092,
924
  "step": 142000
925
  },
926
  {
927
  "epoch": 7.69,
928
+ "learning_rate": 0.000673534604519774,
929
+ "loss": 3.0084,
930
  "step": 143000
931
  },
932
  {
933
  "epoch": 7.75,
934
+ "learning_rate": 0.000670592043314501,
935
+ "loss": 3.0095,
936
  "step": 144000
937
  },
938
  {
939
  "epoch": 7.8,
940
+ "learning_rate": 0.0006676524246704332,
941
+ "loss": 3.0106,
942
  "step": 145000
943
  },
944
  {
945
  "epoch": 7.85,
946
+ "learning_rate": 0.00066470986346516,
947
+ "loss": 3.012,
948
  "step": 146000
949
  },
950
  {
951
  "epoch": 7.91,
952
+ "learning_rate": 0.000661767302259887,
953
+ "loss": 3.015,
954
  "step": 147000
955
  },
956
  {
957
  "epoch": 7.96,
958
+ "learning_rate": 0.000658824741054614,
959
+ "loss": 3.0168,
960
  "step": 148000
961
  },
962
  {
963
  "epoch": 8.0,
964
+ "eval_accuracy": 0.4083005227413059,
965
+ "eval_loss": 3.343769073486328,
966
+ "eval_runtime": 154.0462,
967
+ "eval_samples_per_second": 375.985,
968
+ "eval_steps_per_second": 5.875,
969
  "step": 148736
970
  },
971
  {
972
  "epoch": 8.01,
973
+ "learning_rate": 0.0006558851224105461,
974
+ "loss": 2.9953,
975
  "step": 149000
976
  },
977
  {
978
  "epoch": 8.07,
979
+ "learning_rate": 0.0006529425612052731,
980
+ "loss": 2.9443,
981
  "step": 150000
982
  },
983
  {
984
  "epoch": 8.12,
985
+ "learning_rate": 0.0006500000000000001,
986
+ "loss": 2.9507,
987
  "step": 151000
988
  },
989
  {
990
  "epoch": 8.18,
991
+ "learning_rate": 0.0006470603813559323,
992
+ "loss": 2.9529,
993
  "step": 152000
994
  },
995
  {
996
  "epoch": 8.23,
997
+ "learning_rate": 0.0006441178201506591,
998
+ "loss": 2.9574,
999
  "step": 153000
1000
  },
1001
  {
1002
  "epoch": 8.28,
1003
+ "learning_rate": 0.0006411782015065913,
1004
+ "loss": 2.9675,
1005
  "step": 154000
1006
  },
1007
  {
1008
  "epoch": 8.34,
1009
+ "learning_rate": 0.0006382356403013183,
1010
+ "loss": 2.9733,
1011
  "step": 155000
1012
  },
1013
  {
1014
  "epoch": 8.39,
1015
+ "learning_rate": 0.0006352930790960451,
1016
+ "loss": 2.9748,
1017
  "step": 156000
1018
  },
1019
  {
1020
  "epoch": 8.44,
1021
+ "learning_rate": 0.0006323505178907721,
1022
+ "loss": 2.974,
1023
  "step": 157000
1024
  },
1025
  {
1026
  "epoch": 8.5,
1027
+ "learning_rate": 0.0006294138418079096,
1028
+ "loss": 2.9764,
1029
  "step": 158000
1030
  },
1031
  {
1032
  "epoch": 8.55,
1033
+ "learning_rate": 0.0006264712806026366,
1034
+ "loss": 2.9803,
1035
  "step": 159000
1036
  },
1037
  {
1038
  "epoch": 8.61,
1039
+ "learning_rate": 0.0006235287193973634,
1040
+ "loss": 2.9803,
1041
  "step": 160000
1042
  },
1043
  {
1044
  "epoch": 8.66,
1045
+ "learning_rate": 0.0006205891007532956,
1046
+ "loss": 2.9798,
1047
  "step": 161000
1048
  },
1049
  {
1050
  "epoch": 8.71,
1051
+ "learning_rate": 0.0006176465395480226,
1052
+ "loss": 2.9829,
1053
  "step": 162000
1054
  },
1055
  {
1056
  "epoch": 8.77,
1057
+ "learning_rate": 0.0006147039783427495,
1058
+ "loss": 2.9814,
1059
  "step": 163000
1060
  },
1061
  {
1062
  "epoch": 8.82,
1063
+ "learning_rate": 0.0006117614171374764,
1064
+ "loss": 2.9844,
1065
  "step": 164000
1066
  },
1067
  {
1068
  "epoch": 8.87,
1069
+ "learning_rate": 0.0006088217984934087,
1070
+ "loss": 2.9853,
1071
  "step": 165000
1072
  },
1073
  {
1074
  "epoch": 8.93,
1075
+ "learning_rate": 0.0006058821798493409,
1076
+ "loss": 2.9841,
1077
  "step": 166000
1078
  },
1079
  {
1080
  "epoch": 8.98,
1081
+ "learning_rate": 0.0006029396186440678,
1082
+ "loss": 2.9792,
1083
  "step": 167000
1084
  },
1085
  {
1086
  "epoch": 9.0,
1087
+ "eval_accuracy": 0.4090171414083387,
1088
+ "eval_loss": 3.3494999408721924,
1089
+ "eval_runtime": 153.9334,
1090
+ "eval_samples_per_second": 376.26,
1091
+ "eval_steps_per_second": 5.879,
1092
  "step": 167328
1093
  },
1094
  {
1095
  "epoch": 9.04,
1096
+ "learning_rate": 0.0006,
1097
+ "loss": 2.9453,
1098
  "step": 168000
1099
  },
1100
  {
1101
  "epoch": 9.09,
1102
+ "learning_rate": 0.0005970574387947269,
1103
+ "loss": 2.9245,
1104
  "step": 169000
1105
  },
1106
  {
1107
  "epoch": 9.14,
1108
+ "learning_rate": 0.0005941148775894539,
1109
+ "loss": 2.927,
1110
  "step": 170000
1111
  },
1112
  {
1113
  "epoch": 9.2,
1114
+ "learning_rate": 0.0005911752589453861,
1115
+ "loss": 2.9364,
1116
  "step": 171000
1117
  },
1118
  {
1119
  "epoch": 9.25,
1120
+ "learning_rate": 0.000588232697740113,
1121
+ "loss": 2.9349,
1122
  "step": 172000
1123
  },
1124
  {
1125
  "epoch": 9.31,
1126
+ "learning_rate": 0.00058529013653484,
1127
+ "loss": 2.9388,
1128
  "step": 173000
1129
  },
1130
  {
1131
  "epoch": 9.36,
1132
+ "learning_rate": 0.0005823475753295669,
1133
+ "loss": 2.947,
1134
  "step": 174000
1135
  },
1136
  {
1137
  "epoch": 9.41,
1138
+ "learning_rate": 0.000579407956685499,
1139
+ "loss": 2.9452,
1140
  "step": 175000
1141
  },
1142
  {
1143
  "epoch": 9.47,
1144
+ "learning_rate": 0.000576465395480226,
1145
+ "loss": 2.9474,
1146
  "step": 176000
1147
  },
1148
  {
1149
  "epoch": 9.52,
1150
+ "learning_rate": 0.0005735228342749529,
1151
+ "loss": 2.9493,
1152
  "step": 177000
1153
  },
1154
  {
1155
  "epoch": 9.57,
1156
+ "learning_rate": 0.0005705802730696798,
1157
+ "loss": 2.9519,
1158
  "step": 178000
1159
  },
1160
  {
1161
  "epoch": 9.63,
1162
+ "learning_rate": 0.0005676406544256121,
1163
+ "loss": 2.9557,
1164
  "step": 179000
1165
  },
1166
  {
1167
  "epoch": 9.68,
1168
+ "learning_rate": 0.0005646980932203391,
1169
+ "loss": 2.9564,
1170
  "step": 180000
1171
  },
1172
  {
1173
  "epoch": 9.74,
1174
+ "learning_rate": 0.0005617614171374764,
1175
+ "loss": 2.9516,
1176
  "step": 181000
1177
  },
1178
  {
1179
  "epoch": 9.79,
1180
+ "learning_rate": 0.0005588188559322034,
1181
+ "loss": 2.9541,
1182
  "step": 182000
1183
  },
1184
  {
1185
  "epoch": 9.84,
1186
+ "learning_rate": 0.0005558762947269303,
1187
+ "loss": 2.9574,
1188
  "step": 183000
1189
  },
1190
  {
1191
  "epoch": 9.9,
1192
+ "learning_rate": 0.0005529337335216572,
1193
+ "loss": 2.9585,
1194
  "step": 184000
1195
  },
1196
  {
1197
  "epoch": 9.95,
1198
+ "learning_rate": 0.0005499911723163841,
1199
+ "loss": 2.9607,
1200
  "step": 185000
1201
  },
1202
  {
1203
  "epoch": 10.0,
1204
+ "eval_accuracy": 0.4090612120791528,
1205
+ "eval_loss": 3.357858896255493,
1206
+ "eval_runtime": 153.9438,
1207
+ "eval_samples_per_second": 376.235,
1208
+ "eval_steps_per_second": 5.879,
1209
  "step": 185920
1210
  },
1211
  {
1212
  "epoch": 10.0,
1213
+ "learning_rate": 0.0005470515536723164,
1214
+ "loss": 2.9524,
1215
  "step": 186000
1216
  },
1217
  {
1218
  "epoch": 10.06,
1219
+ "learning_rate": 0.0005441089924670434,
1220
+ "loss": 2.892,
1221
  "step": 187000
1222
  },
1223
  {
1224
  "epoch": 10.11,
1225
+ "learning_rate": 0.0005411664312617703,
1226
+ "loss": 2.9011,
1227
  "step": 188000
1228
  },
1229
  {
1230
  "epoch": 10.17,
1231
+ "learning_rate": 0.0005382297551789077,
1232
+ "loss": 2.9026,
1233
  "step": 189000
1234
  },
1235
  {
1236
  "epoch": 10.22,
1237
+ "learning_rate": 0.0005352871939736346,
1238
+ "loss": 2.9121,
1239
  "step": 190000
1240
  },
1241
  {
1242
  "epoch": 10.27,
1243
+ "learning_rate": 0.0005323446327683616,
1244
+ "loss": 2.9159,
1245
  "step": 191000
1246
  },
1247
  {
1248
  "epoch": 10.33,
1249
+ "learning_rate": 0.0005294020715630885,
1250
+ "loss": 2.9202,
1251
  "step": 192000
1252
  },
1253
  {
1254
  "epoch": 10.38,
1255
+ "learning_rate": 0.0005264624529190208,
1256
+ "loss": 2.918,
1257
  "step": 193000
1258
  },
1259
  {
1260
  "epoch": 10.43,
1261
+ "learning_rate": 0.000523522834274953,
1262
+ "loss": 2.9229,
1263
  "step": 194000
1264
  },
1265
  {
1266
  "epoch": 10.49,
1267
+ "learning_rate": 0.0005205802730696798,
1268
+ "loss": 2.9255,
1269
  "step": 195000
1270
  },
1271
  {
1272
  "epoch": 10.54,
1273
+ "learning_rate": 0.0005176377118644068,
1274
+ "loss": 2.9251,
1275
  "step": 196000
1276
  },
1277
  {
1278
  "epoch": 10.6,
1279
+ "learning_rate": 0.0005146951506591337,
1280
+ "loss": 2.929,
1281
  "step": 197000
1282
  },
1283
  {
1284
  "epoch": 10.65,
1285
+ "learning_rate": 0.0005117555320150659,
1286
+ "loss": 2.9292,
1287
  "step": 198000
1288
  },
1289
  {
1290
  "epoch": 10.7,
1291
+ "learning_rate": 0.0005088129708097928,
1292
+ "loss": 2.9324,
1293
  "step": 199000
1294
  },
1295
  {
1296
  "epoch": 10.76,
1297
+ "learning_rate": 0.0005058704096045199,
1298
+ "loss": 2.9327,
1299
  "step": 200000
1300
  },
1301
  {
1302
  "epoch": 10.81,
1303
+ "learning_rate": 0.0005029278483992468,
1304
+ "loss": 2.9359,
1305
  "step": 201000
1306
  },
1307
  {
1308
  "epoch": 10.86,
1309
+ "learning_rate": 0.0004999852871939737,
1310
+ "loss": 2.9319,
1311
  "step": 202000
1312
  },
1313
  {
1314
  "epoch": 10.92,
1315
+ "learning_rate": 0.0004970456685499059,
1316
+ "loss": 2.9368,
1317
  "step": 203000
1318
  },
1319
  {
1320
  "epoch": 10.97,
1321
+ "learning_rate": 0.0004941031073446327,
1322
+ "loss": 2.9363,
1323
  "step": 204000
1324
  },
1325
  {
1326
  "epoch": 11.0,
1327
+ "eval_accuracy": 0.41160011267580654,
1328
+ "eval_loss": 3.3419740200042725,
1329
+ "eval_runtime": 153.6415,
1330
+ "eval_samples_per_second": 376.975,
1331
+ "eval_steps_per_second": 5.89,
1332
  "step": 204512
1333
  },
1334
  {
1335
  "epoch": 11.03,
1336
+ "learning_rate": 0.000491163488700565,
1337
+ "loss": 2.9059,
1338
  "step": 205000
1339
  },
1340
  {
1341
  "epoch": 11.08,
1342
+ "learning_rate": 0.0004882238700564972,
1343
+ "loss": 2.8766,
1344
  "step": 206000
1345
  },
1346
  {
1347
  "epoch": 11.13,
1348
+ "learning_rate": 0.0004852813088512241,
1349
+ "loss": 2.8806,
1350
  "step": 207000
1351
  },
1352
  {
1353
  "epoch": 11.19,
1354
+ "learning_rate": 0.000482338747645951,
1355
+ "loss": 2.8831,
1356
  "step": 208000
1357
  },
1358
  {
1359
  "epoch": 11.24,
1360
+ "learning_rate": 0.00047939618644067793,
1361
+ "loss": 2.8891,
1362
  "step": 209000
1363
  },
1364
  {
1365
  "epoch": 11.3,
1366
+ "learning_rate": 0.0004764565677966102,
1367
+ "loss": 2.8895,
1368
  "step": 210000
1369
  },
1370
  {
1371
  "epoch": 11.35,
1372
+ "learning_rate": 0.0004735140065913371,
1373
+ "loss": 2.9,
1374
  "step": 211000
1375
  },
1376
  {
1377
  "epoch": 11.4,
1378
+ "learning_rate": 0.00047057144538606405,
1379
+ "loss": 2.8961,
1380
  "step": 212000
1381
  },
1382
  {
1383
  "epoch": 11.46,
1384
+ "learning_rate": 0.00046763182674199624,
1385
+ "loss": 2.9009,
1386
  "step": 213000
1387
  },
1388
  {
1389
  "epoch": 11.51,
1390
+ "learning_rate": 0.0004646892655367232,
1391
+ "loss": 2.9049,
1392
  "step": 214000
1393
  },
1394
  {
1395
  "epoch": 11.56,
1396
+ "learning_rate": 0.00046174964689265534,
1397
+ "loss": 2.9065,
1398
  "step": 215000
1399
  },
1400
  {
1401
  "epoch": 11.62,
1402
+ "learning_rate": 0.0004588070856873823,
1403
+ "loss": 2.9058,
1404
  "step": 216000
1405
  },
1406
  {
1407
  "epoch": 11.67,
1408
+ "learning_rate": 0.0004558674670433145,
1409
+ "loss": 2.9093,
1410
  "step": 217000
1411
  },
1412
  {
1413
  "epoch": 11.73,
1414
+ "learning_rate": 0.00045292490583804146,
1415
+ "loss": 2.9111,
1416
  "step": 218000
1417
  },
1418
  {
1419
  "epoch": 11.78,
1420
+ "learning_rate": 0.00044998234463276837,
1421
+ "loss": 2.9121,
1422
  "step": 219000
1423
  },
1424
  {
1425
  "epoch": 11.83,
1426
+ "learning_rate": 0.00044704272598870056,
1427
+ "loss": 2.9088,
1428
  "step": 220000
1429
  },
1430
  {
1431
  "epoch": 11.89,
1432
+ "learning_rate": 0.0004441001647834275,
1433
+ "loss": 2.9156,
1434
  "step": 221000
1435
  },
1436
  {
1437
  "epoch": 11.94,
1438
+ "learning_rate": 0.00044115760357815443,
1439
+ "loss": 2.9111,
1440
  "step": 222000
1441
  },
1442
  {
1443
  "epoch": 11.99,
1444
+ "learning_rate": 0.0004382179849340867,
1445
+ "loss": 2.9148,
1446
  "step": 223000
1447
  },
1448
  {
1449
  "epoch": 12.0,
1450
+ "eval_accuracy": 0.4105683484039128,
1451
+ "eval_loss": 3.363103151321411,
1452
+ "eval_runtime": 153.7306,
1453
+ "eval_samples_per_second": 376.756,
1454
+ "eval_steps_per_second": 5.887,
1455
  "step": 223104
1456
  },
1457
  {
1458
  "epoch": 12.05,
1459
+ "learning_rate": 0.0004352754237288136,
1460
+ "loss": 2.8595,
1461
  "step": 224000
1462
  },
1463
  {
1464
  "epoch": 12.1,
1465
+ "learning_rate": 0.0004323358050847458,
1466
+ "loss": 2.8587,
1467
  "step": 225000
1468
  },
1469
  {
1470
  "epoch": 12.16,
1471
+ "learning_rate": 0.0004293932438794727,
1472
+ "loss": 2.8609,
1473
  "step": 226000
1474
  },
1475
  {
1476
  "epoch": 12.21,
1477
+ "learning_rate": 0.00042645362523540493,
1478
+ "loss": 2.8685,
1479
  "step": 227000
1480
  },
1481
  {
1482
  "epoch": 12.26,
1483
+ "learning_rate": 0.00042351106403013184,
1484
+ "loss": 2.8705,
1485
  "step": 228000
1486
  },
1487
  {
1488
  "epoch": 12.32,
1489
+ "learning_rate": 0.0004205714453860641,
1490
+ "loss": 2.8726,
1491
  "step": 229000
1492
  },
1493
  {
1494
  "epoch": 12.37,
1495
+ "learning_rate": 0.000417628884180791,
1496
+ "loss": 2.8792,
1497
  "step": 230000
1498
  },
1499
  {
1500
  "epoch": 12.42,
1501
+ "learning_rate": 0.0004146863229755179,
1502
+ "loss": 2.8785,
1503
  "step": 231000
1504
  },
1505
  {
1506
  "epoch": 12.48,
1507
+ "learning_rate": 0.0004117437617702448,
1508
+ "loss": 2.8824,
1509
  "step": 232000
1510
  },
1511
  {
1512
  "epoch": 12.53,
1513
+ "learning_rate": 0.000408804143126177,
1514
+ "loss": 2.8818,
1515
  "step": 233000
1516
  },
1517
  {
1518
  "epoch": 12.59,
1519
+ "learning_rate": 0.00040586158192090397,
1520
+ "loss": 2.8892,
1521
  "step": 234000
1522
  },
1523
  {
1524
  "epoch": 12.64,
1525
+ "learning_rate": 0.00040292490583804144,
1526
+ "loss": 2.8847,
1527
  "step": 235000
1528
  },
1529
  {
1530
  "epoch": 12.69,
1531
+ "learning_rate": 0.0003999823446327684,
1532
+ "loss": 2.885,
1533
  "step": 236000
1534
  },
1535
  {
1536
  "epoch": 12.75,
1537
+ "learning_rate": 0.00039704272598870054,
1538
+ "loss": 2.8872,
1539
  "step": 237000
1540
  },
1541
  {
1542
  "epoch": 12.8,
1543
+ "learning_rate": 0.0003941001647834275,
1544
+ "loss": 2.8898,
1545
  "step": 238000
1546
  },
1547
  {
1548
  "epoch": 12.85,
1549
+ "learning_rate": 0.00039115760357815447,
1550
+ "loss": 2.8938,
1551
  "step": 239000
1552
  },
1553
  {
1554
  "epoch": 12.91,
1555
+ "learning_rate": 0.0003882179849340866,
1556
+ "loss": 2.8883,
1557
  "step": 240000
1558
  },
1559
  {
1560
  "epoch": 12.96,
1561
+ "learning_rate": 0.00038527542372881357,
1562
+ "loss": 2.893,
1563
  "step": 241000
1564
  },
1565
  {
1566
  "epoch": 13.0,
1567
+ "eval_accuracy": 0.4106221603053184,
1568
+ "eval_loss": 3.3609366416931152,
1569
+ "eval_runtime": 154.0852,
1570
+ "eval_samples_per_second": 375.889,
1571
+ "eval_steps_per_second": 5.873,
1572
  "step": 241696
1573
  },
1574
  {
1575
  "epoch": 13.02,
1576
+ "learning_rate": 0.0003823328625235405,
1577
+ "loss": 2.8725,
1578
  "step": 242000
1579
  },
1580
  {
1581
  "epoch": 13.07,
1582
+ "learning_rate": 0.0003793903013182674,
1583
+ "loss": 2.8384,
1584
  "step": 243000
1585
  },
1586
  {
1587
  "epoch": 13.12,
1588
+ "learning_rate": 0.00037644774011299435,
1589
+ "loss": 2.8434,
1590
  "step": 244000
1591
  },
1592
  {
1593
  "epoch": 13.18,
1594
+ "learning_rate": 0.00037350812146892654,
1595
+ "loss": 2.8456,
1596
  "step": 245000
1597
  },
1598
  {
1599
  "epoch": 13.23,
1600
+ "learning_rate": 0.0003705655602636535,
1601
+ "loss": 2.8473,
1602
  "step": 246000
1603
  },
1604
  {
1605
  "epoch": 13.29,
1606
+ "learning_rate": 0.0003676259416195857,
1607
+ "loss": 2.8551,
1608
  "step": 247000
1609
  },
1610
  {
1611
  "epoch": 13.34,
1612
+ "learning_rate": 0.00036468338041431266,
1613
+ "loss": 2.8529,
1614
  "step": 248000
1615
  },
1616
  {
1617
  "epoch": 13.39,
1618
+ "learning_rate": 0.00036174081920903957,
1619
+ "loss": 2.8597,
1620
  "step": 249000
1621
  },
1622
  {
1623
  "epoch": 13.45,
1624
+ "learning_rate": 0.0003588012005649718,
1625
+ "loss": 2.8603,
1626
  "step": 250000
1627
  },
1628
  {
1629
  "epoch": 13.5,
1630
+ "learning_rate": 0.0003558586393596987,
1631
+ "loss": 2.8582,
1632
  "step": 251000
1633
  },
1634
  {
1635
  "epoch": 13.55,
1636
+ "learning_rate": 0.00035291607815442563,
1637
  "loss": 2.8672,
1638
  "step": 252000
1639
  },
1640
  {
1641
  "epoch": 13.61,
1642
+ "learning_rate": 0.0003499764595103578,
1643
+ "loss": 2.8639,
1644
  "step": 253000
1645
  },
1646
  {
1647
  "epoch": 13.66,
1648
+ "learning_rate": 0.00034703389830508473,
1649
+ "loss": 2.8686,
1650
  "step": 254000
1651
  },
1652
  {
1653
  "epoch": 13.72,
1654
+ "learning_rate": 0.00034409722222222225,
1655
+ "loss": 2.8681,
1656
  "step": 255000
1657
  },
1658
  {
1659
  "epoch": 13.77,
1660
+ "learning_rate": 0.00034115466101694916,
1661
+ "loss": 2.8689,
1662
  "step": 256000
1663
  },
1664
  {
1665
  "epoch": 13.82,
1666
+ "learning_rate": 0.00033821209981167613,
1667
+ "loss": 2.8687,
1668
  "step": 257000
1669
  },
1670
  {
1671
  "epoch": 13.88,
1672
+ "learning_rate": 0.00033526953860640304,
1673
+ "loss": 2.8727,
1674
  "step": 258000
1675
  },
1676
  {
1677
  "epoch": 13.93,
1678
+ "learning_rate": 0.00033232697740112995,
1679
+ "loss": 2.8695,
1680
  "step": 259000
1681
  },
1682
  {
1683
  "epoch": 13.98,
1684
+ "learning_rate": 0.0003293903013182674,
1685
+ "loss": 2.8729,
1686
  "step": 260000
1687
  },
1688
  {
1689
  "epoch": 14.0,
1690
+ "eval_accuracy": 0.4100738969752673,
1691
+ "eval_loss": 3.3806495666503906,
1692
+ "eval_runtime": 153.899,
1693
+ "eval_samples_per_second": 376.344,
1694
+ "eval_steps_per_second": 5.88,
1695
  "step": 260288
1696
  },
1697
  {
1698
  "epoch": 14.04,
1699
+ "learning_rate": 0.0003264477401129944,
1700
+ "loss": 2.8286,
1701
  "step": 261000
1702
  },
1703
  {
1704
  "epoch": 14.09,
1705
+ "learning_rate": 0.0003235051789077213,
1706
+ "loss": 2.8289,
1707
  "step": 262000
1708
  },
1709
  {
1710
  "epoch": 14.15,
1711
+ "learning_rate": 0.0003205626177024482,
1712
+ "loss": 2.8278,
1713
  "step": 263000
1714
  },
1715
  {
1716
  "epoch": 14.2,
1717
+ "learning_rate": 0.0003176200564971751,
1718
+ "loss": 2.8306,
1719
  "step": 264000
1720
  },
1721
  {
1722
  "epoch": 14.25,
1723
+ "learning_rate": 0.00031468043785310736,
1724
+ "loss": 2.8314,
1725
  "step": 265000
1726
  },
1727
  {
1728
  "epoch": 14.31,
1729
+ "learning_rate": 0.00031173787664783427,
1730
+ "loss": 2.8352,
1731
  "step": 266000
1732
  },
1733
  {
1734
  "epoch": 14.36,
1735
+ "learning_rate": 0.0003087982580037665,
1736
+ "loss": 2.8342,
1737
  "step": 267000
1738
  },
1739
  {
1740
  "epoch": 14.41,
1741
+ "learning_rate": 0.0003058556967984934,
1742
+ "loss": 2.839,
1743
  "step": 268000
1744
  },
1745
  {
1746
  "epoch": 14.47,
1747
+ "learning_rate": 0.0003029160781544256,
1748
+ "loss": 2.8452,
1749
  "step": 269000
1750
  },
1751
  {
1752
  "epoch": 14.52,
1753
+ "learning_rate": 0.0002999735169491525,
1754
+ "loss": 2.8406,
1755
  "step": 270000
1756
  },
1757
  {
1758
  "epoch": 14.58,
1759
+ "learning_rate": 0.0002970309557438795,
1760
+ "loss": 2.8424,
1761
  "step": 271000
1762
  },
1763
  {
1764
  "epoch": 14.63,
1765
+ "learning_rate": 0.0002940883945386064,
1766
+ "loss": 2.8431,
1767
  "step": 272000
1768
  },
1769
  {
1770
  "epoch": 14.68,
1771
+ "learning_rate": 0.0002911517184557439,
1772
+ "loss": 2.8441,
1773
  "step": 273000
1774
  },
1775
  {
1776
  "epoch": 14.74,
1777
+ "learning_rate": 0.00028820915725047083,
1778
+ "loss": 2.8519,
1779
  "step": 274000
1780
  },
1781
  {
1782
  "epoch": 14.79,
1783
+ "learning_rate": 0.00028526659604519774,
1784
+ "loss": 2.8516,
1785
  "step": 275000
1786
  },
1787
  {
1788
  "epoch": 14.85,
1789
+ "learning_rate": 0.00028232697740112993,
1790
+ "loss": 2.8511,
1791
  "step": 276000
1792
  },
1793
  {
1794
  "epoch": 14.9,
1795
+ "learning_rate": 0.00027938441619585684,
1796
+ "loss": 2.8489,
1797
  "step": 277000
1798
  },
1799
  {
1800
  "epoch": 14.95,
1801
+ "learning_rate": 0.0002764418549905838,
1802
+ "loss": 2.8543,
1803
  "step": 278000
1804
  },
1805
  {
1806
  "epoch": 15.0,
1807
+ "eval_accuracy": 0.4111850690717071,
1808
+ "eval_loss": 3.3685128688812256,
1809
+ "eval_runtime": 153.9585,
1810
+ "eval_samples_per_second": 376.199,
1811
+ "eval_steps_per_second": 5.878,
1812
  "step": 278880
1813
  },
1814
  {
1815
  "epoch": 15.01,
1816
+ "learning_rate": 0.00027349929378531077,
1817
+ "loss": 2.8455,
1818
  "step": 279000
1819
  },
1820
  {
1821
  "epoch": 15.06,
1822
+ "learning_rate": 0.00027055967514124296,
1823
+ "loss": 2.8025,
1824
  "step": 280000
1825
  },
1826
  {
1827
  "epoch": 15.11,
1828
+ "learning_rate": 0.00026762005649717515,
1829
+ "loss": 2.8063,
1830
  "step": 281000
1831
  },
1832
  {
1833
  "epoch": 15.17,
1834
+ "learning_rate": 0.0002646774952919021,
1835
+ "loss": 2.8132,
1836
  "step": 282000
1837
  },
1838
  {
1839
  "epoch": 15.22,
1840
+ "learning_rate": 0.000261734934086629,
1841
+ "loss": 2.817,
1842
  "step": 283000
1843
  },
1844
  {
1845
  "epoch": 15.28,
1846
+ "learning_rate": 0.00025879237288135593,
1847
+ "loss": 2.8158,
1848
  "step": 284000
1849
  },
1850
  {
1851
  "epoch": 15.33,
1852
+ "learning_rate": 0.0002558527542372882,
1853
+ "loss": 2.8136,
1854
  "step": 285000
1855
  },
1856
  {
1857
  "epoch": 15.38,
1858
+ "learning_rate": 0.0002529101930320151,
1859
+ "loss": 2.8203,
1860
  "step": 286000
1861
  },
1862
  {
1863
  "epoch": 15.44,
1864
+ "learning_rate": 0.000249967631826742,
1865
+ "loss": 2.8201,
1866
  "step": 287000
1867
  },
1868
  {
1869
  "epoch": 15.49,
1870
+ "learning_rate": 0.0002470250706214689,
1871
+ "loss": 2.8247,
1872
  "step": 288000
1873
  },
1874
  {
1875
  "epoch": 15.54,
1876
+ "learning_rate": 0.00024408545197740115,
1877
+ "loss": 2.8271,
1878
  "step": 289000
1879
  },
1880
  {
1881
  "epoch": 15.6,
1882
+ "learning_rate": 0.00024114583333333334,
1883
+ "loss": 2.8281,
1884
  "step": 290000
1885
  },
1886
  {
1887
  "epoch": 15.65,
1888
+ "learning_rate": 0.00023820327212806025,
1889
+ "loss": 2.8238,
1890
  "step": 291000
1891
  },
1892
  {
1893
  "epoch": 15.71,
1894
+ "learning_rate": 0.00023526071092278719,
1895
+ "loss": 2.8279,
1896
  "step": 292000
1897
  },
1898
  {
1899
  "epoch": 15.76,
1900
+ "learning_rate": 0.00023231814971751415,
1901
+ "loss": 2.8282,
1902
  "step": 293000
1903
  },
1904
  {
1905
  "epoch": 15.81,
1906
+ "learning_rate": 0.00022937558851224106,
1907
+ "loss": 2.829,
1908
  "step": 294000
1909
  },
1910
  {
1911
  "epoch": 15.87,
1912
+ "learning_rate": 0.00022643596986817328,
1913
+ "loss": 2.834,
1914
  "step": 295000
1915
  },
1916
  {
1917
  "epoch": 15.92,
1918
+ "learning_rate": 0.0002234934086629002,
1919
+ "loss": 2.8335,
1920
  "step": 296000
1921
  },
1922
  {
1923
  "epoch": 15.97,
1924
+ "learning_rate": 0.00022055379001883238,
1925
+ "loss": 2.8352,
1926
  "step": 297000
1927
  },
1928
  {
1929
  "epoch": 16.0,
1930
+ "eval_accuracy": 0.4118599012185473,
1931
+ "eval_loss": 3.3733930587768555,
1932
+ "eval_runtime": 153.6522,
1933
+ "eval_samples_per_second": 376.949,
1934
+ "eval_steps_per_second": 5.89,
1935
  "step": 297472
1936
  },
1937
  {
1938
  "epoch": 16.03,
1939
+ "learning_rate": 0.00021761122881355931,
1940
+ "loss": 2.8101,
1941
  "step": 298000
1942
  },
1943
  {
1944
  "epoch": 16.08,
1945
+ "learning_rate": 0.00021467161016949153,
1946
+ "loss": 2.7924,
1947
  "step": 299000
1948
  },
1949
  {
1950
  "epoch": 16.14,
1951
+ "learning_rate": 0.00021172904896421847,
1952
+ "loss": 2.7933,
1953
  "step": 300000
1954
  },
1955
  {
1956
  "epoch": 16.19,
1957
+ "learning_rate": 0.00020878943032015066,
1958
+ "loss": 2.797,
1959
  "step": 301000
1960
  },
1961
  {
1962
  "epoch": 16.24,
1963
+ "learning_rate": 0.0002058468691148776,
1964
+ "loss": 2.8004,
1965
  "step": 302000
1966
  },
1967
  {
1968
  "epoch": 16.3,
1969
+ "learning_rate": 0.0002029043079096045,
1970
+ "loss": 2.8006,
1971
  "step": 303000
1972
  },
1973
  {
1974
  "epoch": 16.35,
1975
+ "learning_rate": 0.00019996468926553675,
1976
+ "loss": 2.8037,
1977
  "step": 304000
1978
  },
1979
  {
1980
  "epoch": 16.4,
1981
+ "learning_rate": 0.00019702212806026366,
1982
+ "loss": 2.8037,
1983
  "step": 305000
1984
  },
1985
  {
1986
  "epoch": 16.46,
1987
+ "learning_rate": 0.0001940795668549906,
1988
+ "loss": 2.7998,
1989
  "step": 306000
1990
  },
1991
  {
1992
  "epoch": 16.51,
1993
+ "learning_rate": 0.00019113994821092279,
1994
+ "loss": 2.8083,
1995
  "step": 307000
1996
  },
1997
  {
1998
  "epoch": 16.57,
1999
+ "learning_rate": 0.00018819738700564972,
2000
+ "loss": 2.811,
2001
  "step": 308000
2002
  },
2003
  {
2004
  "epoch": 16.62,
2005
+ "learning_rate": 0.00018525482580037663,
2006
+ "loss": 2.8054,
2007
  "step": 309000
2008
  },
2009
  {
2010
  "epoch": 16.67,
2011
+ "learning_rate": 0.00018231226459510357,
2012
+ "loss": 2.8115,
2013
  "step": 310000
2014
  },
2015
  {
2016
  "epoch": 16.73,
2017
+ "learning_rate": 0.0001793726459510358,
2018
+ "loss": 2.8121,
2019
  "step": 311000
2020
  },
2021
  {
2022
  "epoch": 16.78,
2023
+ "learning_rate": 0.00017643008474576272,
2024
+ "loss": 2.8128,
2025
  "step": 312000
2026
  },
2027
  {
2028
  "epoch": 16.84,
2029
+ "learning_rate": 0.0001734904661016949,
2030
+ "loss": 2.8079,
2031
  "step": 313000
2032
  },
2033
  {
2034
  "epoch": 16.89,
2035
+ "learning_rate": 0.00017054790489642185,
2036
+ "loss": 2.8118,
2037
  "step": 314000
2038
  },
2039
  {
2040
  "epoch": 16.94,
2041
+ "learning_rate": 0.00016760828625235404,
2042
+ "loss": 2.8115,
2043
  "step": 315000
2044
  },
2045
  {
2046
  "epoch": 17.0,
2047
+ "learning_rate": 0.000164665725047081,
2048
+ "loss": 2.8131,
2049
  "step": 316000
2050
  },
2051
  {
2052
  "epoch": 17.0,
2053
+ "eval_accuracy": 0.4114817399288944,
2054
+ "eval_loss": 3.3759450912475586,
2055
+ "eval_runtime": 153.9374,
2056
+ "eval_samples_per_second": 376.25,
2057
+ "eval_steps_per_second": 5.879,
2058
  "step": 316064
2059
  },
2060
  {
2061
  "epoch": 17.05,
2062
+ "learning_rate": 0.0001617261064030132,
2063
+ "loss": 2.7776,
2064
  "step": 317000
2065
  },
2066
  {
2067
  "epoch": 17.1,
2068
+ "learning_rate": 0.0001587835451977401,
2069
+ "loss": 2.7771,
2070
  "step": 318000
2071
  },
2072
  {
2073
  "epoch": 17.16,
2074
+ "learning_rate": 0.00015584392655367232,
2075
+ "loss": 2.781,
2076
  "step": 319000
2077
  },
2078
  {
2079
  "epoch": 17.21,
2080
+ "learning_rate": 0.00015290136534839923,
2081
+ "loss": 2.7831,
2082
  "step": 320000
2083
  },
2084
  {
2085
  "epoch": 17.27,
2086
+ "learning_rate": 0.00014995880414312617,
2087
+ "loss": 2.7817,
2088
  "step": 321000
2089
  },
2090
  {
2091
  "epoch": 17.32,
2092
+ "learning_rate": 0.00014701624293785313,
2093
+ "loss": 2.7884,
2094
  "step": 322000
2095
  },
2096
  {
2097
  "epoch": 17.37,
2098
+ "learning_rate": 0.00014407662429378532,
2099
  "loss": 2.7868,
2100
  "step": 323000
2101
  },
2102
  {
2103
  "epoch": 17.43,
2104
+ "learning_rate": 0.00014113406308851223,
2105
+ "loss": 2.791,
2106
  "step": 324000
2107
  },
2108
  {
2109
  "epoch": 17.48,
2110
+ "learning_rate": 0.00013819444444444445,
2111
+ "loss": 2.7901,
2112
  "step": 325000
2113
  },
2114
  {
2115
  "epoch": 17.53,
2116
+ "learning_rate": 0.00013525482580037666,
2117
+ "loss": 2.7897,
2118
  "step": 326000
2119
  },
2120
  {
2121
  "epoch": 17.59,
2122
+ "learning_rate": 0.0001323122645951036,
2123
+ "loss": 2.7896,
2124
  "step": 327000
2125
  },
2126
  {
2127
  "epoch": 17.64,
2128
+ "learning_rate": 0.0001293697033898305,
2129
+ "loss": 2.791,
2130
  "step": 328000
2131
  },
2132
  {
2133
  "epoch": 17.7,
2134
+ "learning_rate": 0.0001264300847457627,
2135
+ "loss": 2.7875,
2136
  "step": 329000
2137
  },
2138
  {
2139
  "epoch": 17.75,
2140
+ "learning_rate": 0.00012348752354048964,
2141
+ "loss": 2.7925,
2142
  "step": 330000
2143
  },
2144
  {
2145
  "epoch": 17.8,
2146
+ "learning_rate": 0.00012054496233521658,
2147
+ "loss": 2.7942,
2148
  "step": 331000
2149
  },
2150
  {
2151
  "epoch": 17.86,
2152
+ "learning_rate": 0.00011760240112994351,
2153
+ "loss": 2.7953,
2154
  "step": 332000
2155
  },
2156
  {
2157
  "epoch": 17.91,
2158
+ "learning_rate": 0.0001146627824858757,
2159
+ "loss": 2.7957,
2160
  "step": 333000
2161
  },
2162
  {
2163
  "epoch": 17.96,
2164
+ "learning_rate": 0.00011172022128060264,
2165
+ "loss": 2.7949,
2166
  "step": 334000
2167
  },
2168
  {
2169
  "epoch": 18.0,
2170
+ "eval_accuracy": 0.41107556420367825,
2171
+ "eval_loss": 3.3841803073883057,
2172
+ "eval_runtime": 153.7647,
2173
+ "eval_samples_per_second": 376.673,
2174
+ "eval_steps_per_second": 5.886,
2175
  "step": 334656
2176
  },
2177
  {
2178
  "epoch": 18.02,
2179
+ "learning_rate": 0.00010877766007532956,
2180
+ "loss": 2.7843,
2181
  "step": 335000
2182
  },
2183
  {
2184
  "epoch": 18.07,
2185
+ "learning_rate": 0.0001058350988700565,
2186
+ "loss": 2.7685,
2187
  "step": 336000
2188
  },
2189
  {
2190
  "epoch": 18.13,
2191
+ "learning_rate": 0.00010289842278719398,
2192
+ "loss": 2.7677,
2193
  "step": 337000
2194
  },
2195
  {
2196
  "epoch": 18.18,
2197
+ "learning_rate": 9.995586158192091e-05,
2198
+ "loss": 2.7716,
2199
  "step": 338000
2200
  },
2201
  {
2202
  "epoch": 18.23,
2203
+ "learning_rate": 9.701330037664783e-05,
2204
+ "loss": 2.766,
2205
  "step": 339000
2206
  },
2207
  {
2208
  "epoch": 18.29,
2209
+ "learning_rate": 9.407073917137477e-05,
2210
+ "loss": 2.7697,
2211
  "step": 340000
2212
  },
2213
  {
2214
  "epoch": 18.34,
2215
+ "learning_rate": 9.112817796610169e-05,
2216
+ "loss": 2.7682,
2217
  "step": 341000
2218
  },
2219
  {
2220
  "epoch": 18.4,
2221
+ "learning_rate": 8.81885593220339e-05,
2222
+ "loss": 2.7741,
2223
  "step": 342000
2224
  },
2225
  {
2226
  "epoch": 18.45,
2227
+ "learning_rate": 8.524599811676083e-05,
2228
+ "loss": 2.7741,
2229
  "step": 343000
2230
  },
2231
  {
2232
  "epoch": 18.5,
2233
+ "learning_rate": 8.230637947269304e-05,
2234
+ "loss": 2.7731,
2235
  "step": 344000
2236
  },
2237
  {
2238
  "epoch": 18.56,
2239
+ "learning_rate": 7.936381826741996e-05,
2240
+ "loss": 2.7749,
2241
  "step": 345000
2242
  },
2243
  {
2244
  "epoch": 18.61,
2245
+ "learning_rate": 7.642419962335216e-05,
2246
+ "loss": 2.7719,
2247
  "step": 346000
2248
  },
2249
  {
2250
  "epoch": 18.66,
2251
+ "learning_rate": 7.34816384180791e-05,
2252
+ "loss": 2.7739,
2253
  "step": 347000
2254
  },
2255
  {
2256
  "epoch": 18.72,
2257
+ "learning_rate": 7.053907721280602e-05,
2258
+ "loss": 2.7731,
2259
  "step": 348000
2260
  },
2261
  {
2262
  "epoch": 18.77,
2263
+ "learning_rate": 6.759945856873823e-05,
2264
+ "loss": 2.7745,
2265
  "step": 349000
2266
  },
2267
  {
2268
  "epoch": 18.83,
2269
+ "learning_rate": 6.465689736346516e-05,
2270
+ "loss": 2.7739,
2271
  "step": 350000
2272
  },
2273
  {
2274
  "epoch": 18.88,
2275
+ "learning_rate": 6.171727871939737e-05,
2276
+ "loss": 2.7757,
2277
  "step": 351000
2278
  },
2279
  {
2280
  "epoch": 18.93,
2281
+ "learning_rate": 5.87747175141243e-05,
2282
+ "loss": 2.778,
2283
  "step": 352000
2284
  },
2285
  {
2286
  "epoch": 18.99,
2287
+ "learning_rate": 5.583215630885122e-05,
2288
+ "loss": 2.7756,
2289
  "step": 353000
2290
  },
2291
  {
2292
  "epoch": 19.0,
2293
+ "eval_accuracy": 0.411504581435109,
2294
+ "eval_loss": 3.3892807960510254,
2295
+ "eval_runtime": 153.8847,
2296
+ "eval_samples_per_second": 376.379,
2297
+ "eval_steps_per_second": 5.881,
2298
  "step": 353248
2299
  },
2300
  {
2301
  "epoch": 19.04,
2302
+ "learning_rate": 5.2892537664783424e-05,
2303
+ "loss": 2.7622,
2304
  "step": 354000
2305
  },
2306
  {
2307
  "epoch": 19.09,
2308
+ "learning_rate": 4.995291902071563e-05,
2309
+ "loss": 2.7549,
2310
  "step": 355000
2311
  },
2312
  {
2313
  "epoch": 19.15,
2314
+ "learning_rate": 4.7010357815442564e-05,
2315
+ "loss": 2.7563,
2316
  "step": 356000
2317
  },
2318
  {
2319
  "epoch": 19.2,
2320
+ "learning_rate": 4.406779661016949e-05,
2321
+ "loss": 2.7579,
2322
  "step": 357000
2323
  },
2324
  {
2325
  "epoch": 19.26,
2326
+ "learning_rate": 4.11281779661017e-05,
2327
+ "loss": 2.7567,
2328
  "step": 358000
2329
  },
2330
  {
2331
  "epoch": 19.31,
2332
+ "learning_rate": 3.818561676082863e-05,
2333
+ "loss": 2.7588,
2334
  "step": 359000
2335
  },
2336
  {
2337
  "epoch": 19.36,
2338
+ "learning_rate": 3.524305555555556e-05,
2339
+ "loss": 2.7607,
2340
  "step": 360000
2341
  },
2342
  {
2343
  "epoch": 19.42,
2344
+ "learning_rate": 3.230049435028248e-05,
2345
+ "loss": 2.7583,
2346
  "step": 361000
2347
  },
2348
  {
2349
  "epoch": 19.47,
2350
+ "learning_rate": 2.936087570621469e-05,
2351
+ "loss": 2.7563,
2352
  "step": 362000
2353
  },
2354
  {
2355
  "epoch": 19.52,
2356
+ "learning_rate": 2.641831450094162e-05,
2357
+ "loss": 2.7584,
2358
  "step": 363000
2359
  },
2360
  {
2361
  "epoch": 19.58,
2362
+ "learning_rate": 2.347575329566855e-05,
2363
+ "loss": 2.7595,
2364
  "step": 364000
2365
  },
2366
  {
2367
  "epoch": 19.63,
2368
+ "learning_rate": 2.0536134651600753e-05,
2369
+ "loss": 2.7561,
2370
  "step": 365000
2371
  },
2372
  {
2373
  "epoch": 19.69,
2374
+ "learning_rate": 1.7593573446327684e-05,
2375
+ "loss": 2.7576,
2376
  "step": 366000
2377
  },
2378
  {
2379
  "epoch": 19.74,
2380
+ "learning_rate": 1.4653954802259888e-05,
2381
+ "loss": 2.7586,
2382
  "step": 367000
2383
  },
2384
  {
2385
  "epoch": 19.79,
2386
+ "learning_rate": 1.1711393596986819e-05,
2387
+ "loss": 2.762,
2388
  "step": 368000
2389
  },
2390
  {
2391
  "epoch": 19.85,
2392
+ "learning_rate": 8.768832391713748e-06,
2393
+ "loss": 2.7588,
2394
  "step": 369000
2395
  },
2396
  {
2397
  "epoch": 19.9,
2398
+ "learning_rate": 5.832156308851224e-06,
2399
+ "loss": 2.7588,
2400
  "step": 370000
2401
  },
2402
  {
2403
  "epoch": 19.95,
2404
+ "learning_rate": 2.8895951035781546e-06,
2405
+ "loss": 2.7607,
2406
  "step": 371000
2407
  },
2408
  {
2409
  "epoch": 20.0,
2410
+ "eval_accuracy": 0.4112973955375624,
2411
+ "eval_loss": 3.397616147994995,
2412
+ "eval_runtime": 154.21,
2413
+ "eval_samples_per_second": 375.585,
2414
+ "eval_steps_per_second": 5.869,
2415
  "step": 371840
2416
  },
2417
  {
2418
  "epoch": 20.0,
2419
  "step": 371840,
2420
  "total_flos": 1.56667295384064e+18,
2421
+ "train_loss": 3.0277852818395514,
2422
+ "train_runtime": 81849.4924,
2423
+ "train_samples_per_second": 145.374,
2424
+ "train_steps_per_second": 4.543
2425
  }
2426
  ],
2427
  "logging_steps": 1000,