Darius07 commited on
Commit
d46d54a
1 Parent(s): 29e4c94

End of training

Browse files
Files changed (4) hide show
  1. all_results.json +10 -10
  2. eval_results.json +5 -5
  3. train_results.json +5 -5
  4. trainer_state.json +545 -545
all_results.json CHANGED
@@ -1,16 +1,16 @@
1
  {
2
  "avg_token_length": 41.888755020080325,
3
  "epoch": 10.0,
4
- "eval_accuracy": 0.8357429504394531,
5
- "eval_loss": 0.4303068220615387,
6
- "eval_runtime": 3.5423,
7
  "eval_samples": 2490,
8
- "eval_samples_per_second": 702.935,
9
- "eval_steps_per_second": 88.079,
10
- "total_flos": 2.6187994846190592e+17,
11
- "train_loss": 0.4432659422714054,
12
- "train_runtime": 8098.9158,
13
  "train_samples": 392702,
14
- "train_samples_per_second": 484.882,
15
- "train_steps_per_second": 15.153
16
  }
 
1
  {
2
  "avg_token_length": 41.888755020080325,
3
  "epoch": 10.0,
4
+ "eval_accuracy": 0.8361445665359497,
5
+ "eval_loss": 0.4362991154193878,
6
+ "eval_runtime": 3.7997,
7
  "eval_samples": 2490,
8
+ "eval_samples_per_second": 655.309,
9
+ "eval_steps_per_second": 82.111,
10
+ "total_flos": 2.6143616931499008e+17,
11
+ "train_loss": 0.4748868410093066,
12
+ "train_runtime": 8727.3231,
13
  "train_samples": 392702,
14
+ "train_samples_per_second": 449.968,
15
+ "train_steps_per_second": 14.062
16
  }
eval_results.json CHANGED
@@ -1,10 +1,10 @@
1
  {
2
  "avg_token_length": 41.888755020080325,
3
  "epoch": 10.0,
4
- "eval_accuracy": 0.8357429504394531,
5
- "eval_loss": 0.4303068220615387,
6
- "eval_runtime": 3.5423,
7
  "eval_samples": 2490,
8
- "eval_samples_per_second": 702.935,
9
- "eval_steps_per_second": 88.079
10
  }
 
1
  {
2
  "avg_token_length": 41.888755020080325,
3
  "epoch": 10.0,
4
+ "eval_accuracy": 0.8361445665359497,
5
+ "eval_loss": 0.4362991154193878,
6
+ "eval_runtime": 3.7997,
7
  "eval_samples": 2490,
8
+ "eval_samples_per_second": 655.309,
9
+ "eval_steps_per_second": 82.111
10
  }
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 10.0,
3
- "total_flos": 2.6187994846190592e+17,
4
- "train_loss": 0.4432659422714054,
5
- "train_runtime": 8098.9158,
6
  "train_samples": 392702,
7
- "train_samples_per_second": 484.882,
8
- "train_steps_per_second": 15.153
9
  }
 
1
  {
2
  "epoch": 10.0,
3
+ "total_flos": 2.6143616931499008e+17,
4
+ "train_loss": 0.4748868410093066,
5
+ "train_runtime": 8727.3231,
6
  "train_samples": 392702,
7
+ "train_samples_per_second": 449.968,
8
+ "train_steps_per_second": 14.062
9
  }
trainer_state.json CHANGED
@@ -10,1817 +10,1817 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.04074315514993481,
13
- "grad_norm": 3.142120361328125,
14
  "learning_rate": 0.0002987777053455019,
15
- "loss": 0.9832,
16
  "step": 500
17
  },
18
  {
19
  "epoch": 0.08148631029986962,
20
- "grad_norm": 2.901562213897705,
21
  "learning_rate": 0.0002975554106910039,
22
- "loss": 0.7704,
23
  "step": 1000
24
  },
25
  {
26
  "epoch": 0.12222946544980444,
27
- "grad_norm": 4.939942836761475,
28
  "learning_rate": 0.00029633311603650584,
29
- "loss": 0.7042,
30
  "step": 1500
31
  },
32
  {
33
  "epoch": 0.16297262059973924,
34
- "grad_norm": 4.045433044433594,
35
  "learning_rate": 0.0002951108213820078,
36
- "loss": 0.6688,
37
  "step": 2000
38
  },
39
  {
40
  "epoch": 0.20371577574967406,
41
- "grad_norm": 4.076220989227295,
42
  "learning_rate": 0.00029388852672750977,
43
- "loss": 0.6432,
44
  "step": 2500
45
  },
46
  {
47
  "epoch": 0.24445893089960888,
48
- "grad_norm": 3.716000556945801,
49
  "learning_rate": 0.0002926662320730117,
50
- "loss": 0.6165,
51
  "step": 3000
52
  },
53
  {
54
  "epoch": 0.28520208604954367,
55
- "grad_norm": 3.549494981765747,
56
  "learning_rate": 0.00029144393741851364,
57
- "loss": 0.6124,
58
  "step": 3500
59
  },
60
  {
61
  "epoch": 0.3259452411994785,
62
- "grad_norm": 4.904158592224121,
63
  "learning_rate": 0.0002902216427640156,
64
- "loss": 0.587,
65
  "step": 4000
66
  },
67
  {
68
  "epoch": 0.3666883963494133,
69
- "grad_norm": 3.506251573562622,
70
  "learning_rate": 0.0002889993481095176,
71
- "loss": 0.5961,
72
  "step": 4500
73
  },
74
  {
75
  "epoch": 0.4074315514993481,
76
- "grad_norm": 3.886331558227539,
77
  "learning_rate": 0.00028777705345501956,
78
- "loss": 0.5834,
79
  "step": 5000
80
  },
81
  {
82
  "epoch": 0.44817470664928294,
83
- "grad_norm": 5.864737510681152,
84
  "learning_rate": 0.0002865547588005215,
85
- "loss": 0.5782,
86
  "step": 5500
87
  },
88
  {
89
  "epoch": 0.48891786179921776,
90
- "grad_norm": 2.608105421066284,
91
  "learning_rate": 0.00028533246414602344,
92
- "loss": 0.5744,
93
  "step": 6000
94
  },
95
  {
96
  "epoch": 0.5296610169491526,
97
- "grad_norm": 3.3634021282196045,
98
  "learning_rate": 0.00028411016949152543,
99
- "loss": 0.5754,
100
  "step": 6500
101
  },
102
  {
103
  "epoch": 0.5704041720990873,
104
- "grad_norm": 4.730838775634766,
105
  "learning_rate": 0.00028288787483702737,
106
- "loss": 0.5568,
107
  "step": 7000
108
  },
109
  {
110
  "epoch": 0.6111473272490222,
111
- "grad_norm": 3.3426826000213623,
112
  "learning_rate": 0.0002816655801825293,
113
- "loss": 0.5591,
114
  "step": 7500
115
  },
116
  {
117
  "epoch": 0.651890482398957,
118
- "grad_norm": 4.444048881530762,
119
  "learning_rate": 0.00028044328552803124,
120
- "loss": 0.5623,
121
  "step": 8000
122
  },
123
  {
124
  "epoch": 0.6926336375488917,
125
- "grad_norm": 2.7828869819641113,
126
  "learning_rate": 0.00027922099087353323,
127
- "loss": 0.5518,
128
  "step": 8500
129
  },
130
  {
131
  "epoch": 0.7333767926988266,
132
- "grad_norm": 4.194392681121826,
133
  "learning_rate": 0.00027799869621903517,
134
- "loss": 0.5591,
135
  "step": 9000
136
  },
137
  {
138
  "epoch": 0.7741199478487614,
139
- "grad_norm": 5.856390476226807,
140
  "learning_rate": 0.0002767764015645371,
141
- "loss": 0.5526,
142
  "step": 9500
143
  },
144
  {
145
  "epoch": 0.8148631029986962,
146
- "grad_norm": 4.61172342300415,
147
  "learning_rate": 0.0002755541069100391,
148
- "loss": 0.54,
149
  "step": 10000
150
  },
151
  {
152
  "epoch": 0.855606258148631,
153
- "grad_norm": 4.518310070037842,
154
  "learning_rate": 0.00027433181225554104,
155
- "loss": 0.5432,
156
  "step": 10500
157
  },
158
  {
159
  "epoch": 0.8963494132985659,
160
- "grad_norm": 3.190687417984009,
161
  "learning_rate": 0.000273109517601043,
162
- "loss": 0.5424,
163
  "step": 11000
164
  },
165
  {
166
  "epoch": 0.9370925684485006,
167
- "grad_norm": 5.003259181976318,
168
  "learning_rate": 0.00027188722294654497,
169
- "loss": 0.5408,
170
  "step": 11500
171
  },
172
  {
173
  "epoch": 0.9778357235984355,
174
- "grad_norm": 5.045399188995361,
175
  "learning_rate": 0.0002706649282920469,
176
- "loss": 0.5345,
177
  "step": 12000
178
  },
179
  {
180
  "epoch": 1.0,
181
- "eval_accuracy": 0.810441792011261,
182
- "eval_loss": 0.476459264755249,
183
- "eval_runtime": 3.5774,
184
- "eval_samples_per_second": 696.032,
185
- "eval_steps_per_second": 87.214,
186
  "step": 12272
187
  },
188
  {
189
  "epoch": 1.0185788787483703,
190
- "grad_norm": 3.0707671642303467,
191
  "learning_rate": 0.00026944263363754884,
192
- "loss": 0.5299,
193
  "step": 12500
194
  },
195
  {
196
  "epoch": 1.0593220338983051,
197
- "grad_norm": 3.0093071460723877,
198
  "learning_rate": 0.00026822033898305083,
199
- "loss": 0.5162,
200
  "step": 13000
201
  },
202
  {
203
  "epoch": 1.1000651890482398,
204
- "grad_norm": 5.579827785491943,
205
  "learning_rate": 0.00026699804432855277,
206
- "loss": 0.5202,
207
  "step": 13500
208
  },
209
  {
210
  "epoch": 1.1408083441981747,
211
- "grad_norm": 4.641988754272461,
212
  "learning_rate": 0.00026577574967405476,
213
- "loss": 0.5164,
214
  "step": 14000
215
  },
216
  {
217
  "epoch": 1.1815514993481095,
218
- "grad_norm": 3.9216480255126953,
219
  "learning_rate": 0.0002645534550195567,
220
- "loss": 0.5289,
221
  "step": 14500
222
  },
223
  {
224
  "epoch": 1.2222946544980444,
225
- "grad_norm": 4.214970588684082,
226
  "learning_rate": 0.00026333116036505864,
227
- "loss": 0.5185,
228
  "step": 15000
229
  },
230
  {
231
  "epoch": 1.263037809647979,
232
- "grad_norm": 5.768319606781006,
233
  "learning_rate": 0.00026210886571056063,
234
- "loss": 0.5232,
235
  "step": 15500
236
  },
237
  {
238
  "epoch": 1.303780964797914,
239
- "grad_norm": 5.26653528213501,
240
  "learning_rate": 0.00026088657105606257,
241
- "loss": 0.5182,
242
  "step": 16000
243
  },
244
  {
245
  "epoch": 1.3445241199478488,
246
- "grad_norm": 3.733856201171875,
247
  "learning_rate": 0.0002596642764015645,
248
- "loss": 0.5092,
249
  "step": 16500
250
  },
251
  {
252
  "epoch": 1.3852672750977835,
253
- "grad_norm": 5.003189563751221,
254
  "learning_rate": 0.0002584419817470665,
255
- "loss": 0.525,
256
  "step": 17000
257
  },
258
  {
259
  "epoch": 1.4260104302477183,
260
- "grad_norm": 5.187269687652588,
261
  "learning_rate": 0.00025721968709256843,
262
- "loss": 0.5141,
263
  "step": 17500
264
  },
265
  {
266
  "epoch": 1.4667535853976532,
267
- "grad_norm": 3.338898181915283,
268
  "learning_rate": 0.00025599739243807037,
269
- "loss": 0.5059,
270
  "step": 18000
271
  },
272
  {
273
  "epoch": 1.5074967405475879,
274
- "grad_norm": 3.167060136795044,
275
  "learning_rate": 0.0002547750977835723,
276
- "loss": 0.5113,
277
  "step": 18500
278
  },
279
  {
280
  "epoch": 1.548239895697523,
281
- "grad_norm": 5.613772392272949,
282
  "learning_rate": 0.0002535528031290743,
283
- "loss": 0.5002,
284
  "step": 19000
285
  },
286
  {
287
  "epoch": 1.5889830508474576,
288
- "grad_norm": 3.6054158210754395,
289
  "learning_rate": 0.00025233050847457624,
290
- "loss": 0.5108,
291
  "step": 19500
292
  },
293
  {
294
  "epoch": 1.6297262059973925,
295
- "grad_norm": 3.535848617553711,
296
  "learning_rate": 0.0002511082138200782,
297
- "loss": 0.5134,
298
  "step": 20000
299
  },
300
  {
301
  "epoch": 1.6704693611473274,
302
- "grad_norm": 2.494443655014038,
303
  "learning_rate": 0.00024988591916558017,
304
- "loss": 0.5104,
305
  "step": 20500
306
  },
307
  {
308
  "epoch": 1.711212516297262,
309
- "grad_norm": 4.686164855957031,
310
  "learning_rate": 0.0002486636245110821,
311
- "loss": 0.4987,
312
  "step": 21000
313
  },
314
  {
315
  "epoch": 1.7519556714471969,
316
- "grad_norm": 6.178253173828125,
317
  "learning_rate": 0.00024744132985658404,
318
- "loss": 0.501,
319
  "step": 21500
320
  },
321
  {
322
  "epoch": 1.7926988265971318,
323
- "grad_norm": 3.4898393154144287,
324
  "learning_rate": 0.00024621903520208603,
325
- "loss": 0.504,
326
  "step": 22000
327
  },
328
  {
329
  "epoch": 1.8334419817470664,
330
- "grad_norm": 5.974262237548828,
331
  "learning_rate": 0.000244996740547588,
332
- "loss": 0.5112,
333
  "step": 22500
334
  },
335
  {
336
  "epoch": 1.8741851368970013,
337
- "grad_norm": 4.1161980628967285,
338
  "learning_rate": 0.00024377444589308996,
339
- "loss": 0.4934,
340
  "step": 23000
341
  },
342
  {
343
  "epoch": 1.9149282920469362,
344
- "grad_norm": 3.786954164505005,
345
  "learning_rate": 0.0002425521512385919,
346
- "loss": 0.5051,
347
  "step": 23500
348
  },
349
  {
350
  "epoch": 1.9556714471968708,
351
- "grad_norm": 5.365992546081543,
352
  "learning_rate": 0.00024132985658409386,
353
- "loss": 0.5011,
354
  "step": 24000
355
  },
356
  {
357
  "epoch": 1.996414602346806,
358
- "grad_norm": 3.0433201789855957,
359
  "learning_rate": 0.00024010756192959583,
360
- "loss": 0.4965,
361
  "step": 24500
362
  },
363
  {
364
  "epoch": 2.0,
365
- "eval_accuracy": 0.8253012299537659,
366
- "eval_loss": 0.4476940929889679,
367
- "eval_runtime": 3.5371,
368
- "eval_samples_per_second": 703.959,
369
- "eval_steps_per_second": 88.207,
370
  "step": 24544
371
  },
372
  {
373
  "epoch": 2.0371577574967406,
374
- "grad_norm": 5.630396366119385,
375
  "learning_rate": 0.00023888526727509777,
376
- "loss": 0.4787,
377
  "step": 25000
378
  },
379
  {
380
  "epoch": 2.077900912646675,
381
- "grad_norm": 3.847637891769409,
382
  "learning_rate": 0.00023766297262059973,
383
- "loss": 0.4754,
384
  "step": 25500
385
  },
386
  {
387
  "epoch": 2.1186440677966103,
388
- "grad_norm": 3.24627685546875,
389
  "learning_rate": 0.00023644067796610167,
390
- "loss": 0.4802,
391
  "step": 26000
392
  },
393
  {
394
  "epoch": 2.159387222946545,
395
- "grad_norm": 3.7128448486328125,
396
  "learning_rate": 0.00023521838331160363,
397
- "loss": 0.483,
398
  "step": 26500
399
  },
400
  {
401
  "epoch": 2.2001303780964796,
402
- "grad_norm": 3.6413943767547607,
403
  "learning_rate": 0.0002339960886571056,
404
- "loss": 0.48,
405
  "step": 27000
406
  },
407
  {
408
  "epoch": 2.2408735332464147,
409
- "grad_norm": 5.281874179840088,
410
  "learning_rate": 0.00023277379400260753,
411
- "loss": 0.4739,
412
  "step": 27500
413
  },
414
  {
415
  "epoch": 2.2816166883963493,
416
- "grad_norm": 3.1675126552581787,
417
  "learning_rate": 0.0002315514993481095,
418
- "loss": 0.4868,
419
  "step": 28000
420
  },
421
  {
422
  "epoch": 2.322359843546284,
423
- "grad_norm": 2.996647596359253,
424
  "learning_rate": 0.00023032920469361144,
425
- "loss": 0.47,
426
  "step": 28500
427
  },
428
  {
429
  "epoch": 2.363102998696219,
430
- "grad_norm": 6.074376583099365,
431
  "learning_rate": 0.0002291069100391134,
432
- "loss": 0.4747,
433
  "step": 29000
434
  },
435
  {
436
  "epoch": 2.4038461538461537,
437
- "grad_norm": 4.998762607574463,
438
  "learning_rate": 0.00022788461538461537,
439
- "loss": 0.4801,
440
  "step": 29500
441
  },
442
  {
443
  "epoch": 2.444589308996089,
444
- "grad_norm": 4.5490031242370605,
445
  "learning_rate": 0.0002266623207301173,
446
- "loss": 0.4852,
447
  "step": 30000
448
  },
449
  {
450
  "epoch": 2.4853324641460235,
451
- "grad_norm": 4.78202486038208,
452
  "learning_rate": 0.00022544002607561927,
453
- "loss": 0.4871,
454
  "step": 30500
455
  },
456
  {
457
  "epoch": 2.526075619295958,
458
- "grad_norm": 4.470094680786133,
459
  "learning_rate": 0.0002242177314211212,
460
- "loss": 0.4913,
461
  "step": 31000
462
  },
463
  {
464
  "epoch": 2.5668187744458932,
465
- "grad_norm": 8.678927421569824,
466
  "learning_rate": 0.0002229954367666232,
467
- "loss": 0.4852,
468
  "step": 31500
469
  },
470
  {
471
  "epoch": 2.607561929595828,
472
- "grad_norm": 4.836784362792969,
473
  "learning_rate": 0.00022177314211212516,
474
- "loss": 0.4706,
475
  "step": 32000
476
  },
477
  {
478
  "epoch": 2.648305084745763,
479
- "grad_norm": 3.676816940307617,
480
  "learning_rate": 0.0002205508474576271,
481
- "loss": 0.4759,
482
  "step": 32500
483
  },
484
  {
485
  "epoch": 2.6890482398956976,
486
- "grad_norm": 4.985140800476074,
487
  "learning_rate": 0.00021932855280312906,
488
- "loss": 0.478,
489
  "step": 33000
490
  },
491
  {
492
  "epoch": 2.7297913950456323,
493
- "grad_norm": 4.114302635192871,
494
  "learning_rate": 0.00021810625814863103,
495
- "loss": 0.4802,
496
  "step": 33500
497
  },
498
  {
499
  "epoch": 2.770534550195567,
500
- "grad_norm": 3.370340585708618,
501
  "learning_rate": 0.00021688396349413296,
502
- "loss": 0.488,
503
  "step": 34000
504
  },
505
  {
506
  "epoch": 2.811277705345502,
507
- "grad_norm": 4.248477935791016,
508
  "learning_rate": 0.00021566166883963493,
509
- "loss": 0.4807,
510
  "step": 34500
511
  },
512
  {
513
  "epoch": 2.8520208604954367,
514
- "grad_norm": 4.306929588317871,
515
  "learning_rate": 0.0002144393741851369,
516
- "loss": 0.4647,
517
  "step": 35000
518
  },
519
  {
520
  "epoch": 2.8927640156453718,
521
- "grad_norm": 4.3554253578186035,
522
  "learning_rate": 0.00021321707953063883,
523
- "loss": 0.47,
524
  "step": 35500
525
  },
526
  {
527
  "epoch": 2.9335071707953064,
528
- "grad_norm": 4.758439064025879,
529
  "learning_rate": 0.0002119947848761408,
530
- "loss": 0.4796,
531
  "step": 36000
532
  },
533
  {
534
  "epoch": 2.974250325945241,
535
- "grad_norm": 3.889279842376709,
536
  "learning_rate": 0.00021077249022164273,
537
- "loss": 0.465,
538
  "step": 36500
539
  },
540
  {
541
  "epoch": 3.0,
542
- "eval_accuracy": 0.7819277048110962,
543
- "eval_loss": 0.5279985070228577,
544
- "eval_runtime": 3.5081,
545
- "eval_samples_per_second": 709.784,
546
- "eval_steps_per_second": 88.937,
547
  "step": 36816
548
  },
549
  {
550
  "epoch": 3.014993481095176,
551
- "grad_norm": 2.9451563358306885,
552
  "learning_rate": 0.0002095501955671447,
553
- "loss": 0.4777,
554
  "step": 37000
555
  },
556
  {
557
  "epoch": 3.055736636245111,
558
- "grad_norm": 4.705958843231201,
559
  "learning_rate": 0.00020832790091264666,
560
- "loss": 0.4567,
561
  "step": 37500
562
  },
563
  {
564
  "epoch": 3.0964797913950455,
565
- "grad_norm": 4.704124450683594,
566
  "learning_rate": 0.0002071056062581486,
567
- "loss": 0.451,
568
  "step": 38000
569
  },
570
  {
571
  "epoch": 3.1372229465449806,
572
- "grad_norm": 3.8129329681396484,
573
  "learning_rate": 0.00020588331160365056,
574
- "loss": 0.4615,
575
  "step": 38500
576
  },
577
  {
578
  "epoch": 3.1779661016949152,
579
- "grad_norm": 4.089268207550049,
580
  "learning_rate": 0.0002046610169491525,
581
- "loss": 0.45,
582
  "step": 39000
583
  },
584
  {
585
  "epoch": 3.21870925684485,
586
- "grad_norm": 4.320204257965088,
587
  "learning_rate": 0.00020343872229465447,
588
- "loss": 0.4502,
589
  "step": 39500
590
  },
591
  {
592
  "epoch": 3.259452411994785,
593
- "grad_norm": 6.090836048126221,
594
  "learning_rate": 0.00020221642764015643,
595
- "loss": 0.4557,
596
  "step": 40000
597
  },
598
  {
599
  "epoch": 3.3001955671447196,
600
- "grad_norm": 3.542620897293091,
601
  "learning_rate": 0.0002009941329856584,
602
- "loss": 0.4595,
603
  "step": 40500
604
  },
605
  {
606
  "epoch": 3.3409387222946547,
607
- "grad_norm": 3.8268799781799316,
608
  "learning_rate": 0.00019977183833116036,
609
- "loss": 0.4514,
610
  "step": 41000
611
  },
612
  {
613
  "epoch": 3.3816818774445894,
614
- "grad_norm": 3.9095098972320557,
615
  "learning_rate": 0.00019854954367666232,
616
- "loss": 0.4637,
617
  "step": 41500
618
  },
619
  {
620
  "epoch": 3.422425032594524,
621
- "grad_norm": 4.160515785217285,
622
  "learning_rate": 0.00019732724902216426,
623
- "loss": 0.4458,
624
  "step": 42000
625
  },
626
  {
627
  "epoch": 3.463168187744459,
628
- "grad_norm": 3.263516426086426,
629
  "learning_rate": 0.00019610495436766623,
630
- "loss": 0.4592,
631
  "step": 42500
632
  },
633
  {
634
  "epoch": 3.5039113428943938,
635
- "grad_norm": 4.349822044372559,
636
  "learning_rate": 0.00019488265971316816,
637
- "loss": 0.463,
638
  "step": 43000
639
  },
640
  {
641
  "epoch": 3.5446544980443284,
642
- "grad_norm": 4.780073642730713,
643
  "learning_rate": 0.00019366036505867013,
644
- "loss": 0.4579,
645
  "step": 43500
646
  },
647
  {
648
  "epoch": 3.5853976531942635,
649
- "grad_norm": 5.213197708129883,
650
  "learning_rate": 0.0001924380704041721,
651
- "loss": 0.4537,
652
  "step": 44000
653
  },
654
  {
655
  "epoch": 3.626140808344198,
656
- "grad_norm": 5.990653038024902,
657
  "learning_rate": 0.00019121577574967403,
658
- "loss": 0.4495,
659
  "step": 44500
660
  },
661
  {
662
  "epoch": 3.666883963494133,
663
- "grad_norm": 8.249653816223145,
664
  "learning_rate": 0.000189993481095176,
665
- "loss": 0.4628,
666
  "step": 45000
667
  },
668
  {
669
  "epoch": 3.707627118644068,
670
- "grad_norm": 7.788904666900635,
671
  "learning_rate": 0.00018877118644067796,
672
- "loss": 0.4583,
673
  "step": 45500
674
  },
675
  {
676
  "epoch": 3.7483702737940026,
677
- "grad_norm": 4.790676116943359,
678
  "learning_rate": 0.0001875488917861799,
679
- "loss": 0.4479,
680
  "step": 46000
681
  },
682
  {
683
  "epoch": 3.7891134289439377,
684
- "grad_norm": 6.014172077178955,
685
  "learning_rate": 0.00018632659713168186,
686
- "loss": 0.4482,
687
  "step": 46500
688
  },
689
  {
690
  "epoch": 3.8298565840938723,
691
- "grad_norm": 4.927757263183594,
692
  "learning_rate": 0.0001851043024771838,
693
- "loss": 0.4614,
694
  "step": 47000
695
  },
696
  {
697
  "epoch": 3.870599739243807,
698
- "grad_norm": 3.723923444747925,
699
  "learning_rate": 0.00018388200782268576,
700
- "loss": 0.459,
701
  "step": 47500
702
  },
703
  {
704
  "epoch": 3.9113428943937416,
705
- "grad_norm": 3.931187391281128,
706
  "learning_rate": 0.00018265971316818773,
707
- "loss": 0.4635,
708
  "step": 48000
709
  },
710
  {
711
  "epoch": 3.9520860495436767,
712
- "grad_norm": 3.8654162883758545,
713
  "learning_rate": 0.00018143741851368966,
714
- "loss": 0.4427,
715
  "step": 48500
716
  },
717
  {
718
  "epoch": 3.9928292046936114,
719
- "grad_norm": 5.012121677398682,
720
  "learning_rate": 0.00018021512385919163,
721
- "loss": 0.4634,
722
  "step": 49000
723
  },
724
  {
725
  "epoch": 4.0,
726
- "eval_accuracy": 0.8244979977607727,
727
- "eval_loss": 0.4430766999721527,
728
- "eval_runtime": 3.5278,
729
- "eval_samples_per_second": 705.821,
730
- "eval_steps_per_second": 88.44,
731
  "step": 49088
732
  },
733
  {
734
  "epoch": 4.0335723598435465,
735
- "grad_norm": 4.3685173988342285,
736
  "learning_rate": 0.00017899282920469362,
737
- "loss": 0.4362,
738
  "step": 49500
739
  },
740
  {
741
  "epoch": 4.074315514993481,
742
- "grad_norm": 7.587422847747803,
743
  "learning_rate": 0.00017777053455019556,
744
- "loss": 0.4204,
745
  "step": 50000
746
  },
747
  {
748
  "epoch": 4.115058670143416,
749
- "grad_norm": 6.1443963050842285,
750
  "learning_rate": 0.00017654823989569752,
751
- "loss": 0.4345,
752
  "step": 50500
753
  },
754
  {
755
  "epoch": 4.15580182529335,
756
- "grad_norm": 5.416019439697266,
757
  "learning_rate": 0.00017532594524119946,
758
- "loss": 0.4295,
759
  "step": 51000
760
  },
761
  {
762
  "epoch": 4.196544980443286,
763
- "grad_norm": 5.976702690124512,
764
  "learning_rate": 0.00017410365058670142,
765
- "loss": 0.431,
766
  "step": 51500
767
  },
768
  {
769
  "epoch": 4.237288135593221,
770
- "grad_norm": 5.283466815948486,
771
  "learning_rate": 0.0001728813559322034,
772
- "loss": 0.434,
773
  "step": 52000
774
  },
775
  {
776
  "epoch": 4.278031290743155,
777
- "grad_norm": 6.41757345199585,
778
  "learning_rate": 0.00017165906127770533,
779
- "loss": 0.4283,
780
  "step": 52500
781
  },
782
  {
783
  "epoch": 4.31877444589309,
784
- "grad_norm": 6.220736980438232,
785
  "learning_rate": 0.0001704367666232073,
786
- "loss": 0.4407,
787
  "step": 53000
788
  },
789
  {
790
  "epoch": 4.3595176010430245,
791
- "grad_norm": 4.802826881408691,
792
  "learning_rate": 0.00016921447196870926,
793
- "loss": 0.4345,
794
  "step": 53500
795
  },
796
  {
797
  "epoch": 4.400260756192959,
798
- "grad_norm": 3.7236640453338623,
799
  "learning_rate": 0.0001679921773142112,
800
- "loss": 0.4421,
801
  "step": 54000
802
  },
803
  {
804
  "epoch": 4.441003911342895,
805
- "grad_norm": 5.5577712059021,
806
  "learning_rate": 0.00016676988265971316,
807
- "loss": 0.4391,
808
  "step": 54500
809
  },
810
  {
811
  "epoch": 4.481747066492829,
812
- "grad_norm": 4.09696626663208,
813
  "learning_rate": 0.0001655475880052151,
814
- "loss": 0.4376,
815
  "step": 55000
816
  },
817
  {
818
  "epoch": 4.522490221642764,
819
- "grad_norm": 4.795173645019531,
820
  "learning_rate": 0.00016432529335071706,
821
- "loss": 0.4316,
822
  "step": 55500
823
  },
824
  {
825
  "epoch": 4.563233376792699,
826
- "grad_norm": 2.8243749141693115,
827
  "learning_rate": 0.00016310299869621902,
828
- "loss": 0.4341,
829
  "step": 56000
830
  },
831
  {
832
  "epoch": 4.603976531942633,
833
- "grad_norm": 5.1735029220581055,
834
  "learning_rate": 0.00016188070404172096,
835
- "loss": 0.4402,
836
  "step": 56500
837
  },
838
  {
839
  "epoch": 4.644719687092568,
840
- "grad_norm": 5.092055320739746,
841
  "learning_rate": 0.00016065840938722293,
842
- "loss": 0.4432,
843
  "step": 57000
844
  },
845
  {
846
  "epoch": 4.6854628422425035,
847
- "grad_norm": 4.940371990203857,
848
  "learning_rate": 0.00015943611473272486,
849
- "loss": 0.4393,
850
  "step": 57500
851
  },
852
  {
853
  "epoch": 4.726205997392438,
854
- "grad_norm": 5.340673446655273,
855
  "learning_rate": 0.00015821382007822685,
856
- "loss": 0.4337,
857
  "step": 58000
858
  },
859
  {
860
  "epoch": 4.766949152542373,
861
- "grad_norm": 4.699270248413086,
862
  "learning_rate": 0.00015699152542372882,
863
- "loss": 0.4385,
864
  "step": 58500
865
  },
866
  {
867
  "epoch": 4.8076923076923075,
868
- "grad_norm": 3.0422141551971436,
869
  "learning_rate": 0.00015576923076923076,
870
- "loss": 0.4451,
871
  "step": 59000
872
  },
873
  {
874
  "epoch": 4.848435462842242,
875
- "grad_norm": 4.510776996612549,
876
  "learning_rate": 0.00015454693611473272,
877
- "loss": 0.4322,
878
  "step": 59500
879
  },
880
  {
881
  "epoch": 4.889178617992178,
882
- "grad_norm": 5.1884565353393555,
883
  "learning_rate": 0.00015332464146023469,
884
- "loss": 0.4346,
885
  "step": 60000
886
  },
887
  {
888
  "epoch": 4.929921773142112,
889
- "grad_norm": 5.881906509399414,
890
  "learning_rate": 0.00015210234680573662,
891
- "loss": 0.435,
892
  "step": 60500
893
  },
894
  {
895
  "epoch": 4.970664928292047,
896
- "grad_norm": 6.772756099700928,
897
  "learning_rate": 0.0001508800521512386,
898
- "loss": 0.436,
899
  "step": 61000
900
  },
901
  {
902
  "epoch": 5.0,
903
- "eval_accuracy": 0.8345381617546082,
904
- "eval_loss": 0.42114126682281494,
905
- "eval_runtime": 3.525,
906
- "eval_samples_per_second": 706.383,
907
- "eval_steps_per_second": 88.511,
908
  "step": 61360
909
  },
910
  {
911
  "epoch": 5.011408083441982,
912
- "grad_norm": 6.8924736976623535,
913
  "learning_rate": 0.00014965775749674052,
914
- "loss": 0.4388,
915
  "step": 61500
916
  },
917
  {
918
  "epoch": 5.052151238591916,
919
- "grad_norm": 7.1412882804870605,
920
  "learning_rate": 0.0001484354628422425,
921
- "loss": 0.4125,
922
  "step": 62000
923
  },
924
  {
925
  "epoch": 5.092894393741851,
926
- "grad_norm": 7.67710542678833,
927
  "learning_rate": 0.00014721316818774445,
928
- "loss": 0.4091,
929
  "step": 62500
930
  },
931
  {
932
  "epoch": 5.1336375488917865,
933
- "grad_norm": 5.673561096191406,
934
  "learning_rate": 0.0001459908735332464,
935
- "loss": 0.4138,
936
  "step": 63000
937
  },
938
  {
939
  "epoch": 5.174380704041721,
940
- "grad_norm": 5.589047908782959,
941
  "learning_rate": 0.00014476857887874836,
942
- "loss": 0.4174,
943
  "step": 63500
944
  },
945
  {
946
  "epoch": 5.215123859191656,
947
- "grad_norm": 3.591366767883301,
948
  "learning_rate": 0.00014354628422425032,
949
- "loss": 0.4116,
950
  "step": 64000
951
  },
952
  {
953
  "epoch": 5.25586701434159,
954
- "grad_norm": 5.160641193389893,
955
  "learning_rate": 0.00014232398956975226,
956
- "loss": 0.4168,
957
  "step": 64500
958
  },
959
  {
960
  "epoch": 5.296610169491525,
961
- "grad_norm": 7.442717552185059,
962
  "learning_rate": 0.00014110169491525422,
963
- "loss": 0.4137,
964
  "step": 65000
965
  },
966
  {
967
  "epoch": 5.337353324641461,
968
- "grad_norm": 5.819495677947998,
969
  "learning_rate": 0.0001398794002607562,
970
- "loss": 0.4226,
971
  "step": 65500
972
  },
973
  {
974
  "epoch": 5.378096479791395,
975
- "grad_norm": 5.86204719543457,
976
  "learning_rate": 0.00013865710560625815,
977
- "loss": 0.4158,
978
  "step": 66000
979
  },
980
  {
981
  "epoch": 5.41883963494133,
982
- "grad_norm": 5.929037094116211,
983
  "learning_rate": 0.0001374348109517601,
984
- "loss": 0.4139,
985
  "step": 66500
986
  },
987
  {
988
  "epoch": 5.459582790091265,
989
- "grad_norm": 6.2193427085876465,
990
  "learning_rate": 0.00013621251629726205,
991
- "loss": 0.4278,
992
  "step": 67000
993
  },
994
  {
995
  "epoch": 5.500325945241199,
996
- "grad_norm": 3.6446192264556885,
997
  "learning_rate": 0.000134990221642764,
998
- "loss": 0.4263,
999
  "step": 67500
1000
  },
1001
  {
1002
  "epoch": 5.541069100391134,
1003
- "grad_norm": 4.629395961761475,
1004
  "learning_rate": 0.00013376792698826596,
1005
- "loss": 0.4272,
1006
  "step": 68000
1007
  },
1008
  {
1009
  "epoch": 5.581812255541069,
1010
- "grad_norm": 4.330788612365723,
1011
  "learning_rate": 0.00013254563233376792,
1012
- "loss": 0.4189,
1013
  "step": 68500
1014
  },
1015
  {
1016
  "epoch": 5.622555410691004,
1017
- "grad_norm": 6.034902572631836,
1018
  "learning_rate": 0.00013132333767926986,
1019
- "loss": 0.4214,
1020
  "step": 69000
1021
  },
1022
  {
1023
  "epoch": 5.663298565840939,
1024
- "grad_norm": 4.091671943664551,
1025
  "learning_rate": 0.00013010104302477182,
1026
- "loss": 0.4124,
1027
  "step": 69500
1028
  },
1029
  {
1030
  "epoch": 5.704041720990873,
1031
- "grad_norm": 5.487693786621094,
1032
  "learning_rate": 0.00012887874837027379,
1033
- "loss": 0.4242,
1034
  "step": 70000
1035
  },
1036
  {
1037
  "epoch": 5.744784876140808,
1038
- "grad_norm": 5.3786115646362305,
1039
  "learning_rate": 0.00012765645371577575,
1040
- "loss": 0.4298,
1041
  "step": 70500
1042
  },
1043
  {
1044
  "epoch": 5.7855280312907436,
1045
- "grad_norm": 4.010681629180908,
1046
  "learning_rate": 0.0001264341590612777,
1047
- "loss": 0.4253,
1048
  "step": 71000
1049
  },
1050
  {
1051
  "epoch": 5.826271186440678,
1052
- "grad_norm": 5.500887870788574,
1053
  "learning_rate": 0.00012521186440677965,
1054
- "loss": 0.4245,
1055
  "step": 71500
1056
  },
1057
  {
1058
  "epoch": 5.867014341590613,
1059
- "grad_norm": 5.5760931968688965,
1060
  "learning_rate": 0.0001239895697522816,
1061
- "loss": 0.4102,
1062
  "step": 72000
1063
  },
1064
  {
1065
  "epoch": 5.9077574967405475,
1066
- "grad_norm": 5.079644203186035,
1067
  "learning_rate": 0.00012276727509778355,
1068
- "loss": 0.4201,
1069
  "step": 72500
1070
  },
1071
  {
1072
  "epoch": 5.948500651890482,
1073
- "grad_norm": 5.812402248382568,
1074
  "learning_rate": 0.0001215449804432855,
1075
- "loss": 0.4122,
1076
  "step": 73000
1077
  },
1078
  {
1079
  "epoch": 5.989243807040417,
1080
- "grad_norm": 19.5577335357666,
1081
  "learning_rate": 0.00012032268578878747,
1082
- "loss": 0.4143,
1083
  "step": 73500
1084
  },
1085
  {
1086
  "epoch": 6.0,
1087
- "eval_accuracy": 0.8341365456581116,
1088
- "eval_loss": 0.4439743757247925,
1089
- "eval_runtime": 3.5304,
1090
- "eval_samples_per_second": 705.293,
1091
- "eval_steps_per_second": 88.374,
1092
  "step": 73632
1093
  },
1094
  {
1095
  "epoch": 6.029986962190352,
1096
- "grad_norm": 5.7537946701049805,
1097
  "learning_rate": 0.00011910039113428943,
1098
- "loss": 0.4095,
1099
  "step": 74000
1100
  },
1101
  {
1102
  "epoch": 6.070730117340287,
1103
- "grad_norm": 4.046775817871094,
1104
  "learning_rate": 0.00011787809647979139,
1105
- "loss": 0.404,
1106
  "step": 74500
1107
  },
1108
  {
1109
  "epoch": 6.111473272490222,
1110
- "grad_norm": 5.266561508178711,
1111
  "learning_rate": 0.00011665580182529335,
1112
- "loss": 0.3959,
1113
  "step": 75000
1114
  },
1115
  {
1116
  "epoch": 6.152216427640156,
1117
- "grad_norm": 4.223605632781982,
1118
  "learning_rate": 0.0001154335071707953,
1119
- "loss": 0.3998,
1120
  "step": 75500
1121
  },
1122
  {
1123
  "epoch": 6.192959582790091,
1124
- "grad_norm": 4.90071964263916,
1125
  "learning_rate": 0.00011421121251629725,
1126
- "loss": 0.398,
1127
  "step": 76000
1128
  },
1129
  {
1130
  "epoch": 6.2337027379400265,
1131
- "grad_norm": 4.251009464263916,
1132
  "learning_rate": 0.0001129889178617992,
1133
- "loss": 0.4121,
1134
  "step": 76500
1135
  },
1136
  {
1137
  "epoch": 6.274445893089961,
1138
- "grad_norm": 4.648316383361816,
1139
  "learning_rate": 0.00011176662320730115,
1140
- "loss": 0.4081,
1141
  "step": 77000
1142
  },
1143
  {
1144
  "epoch": 6.315189048239896,
1145
- "grad_norm": 3.8864428997039795,
1146
  "learning_rate": 0.00011054432855280312,
1147
- "loss": 0.3964,
1148
  "step": 77500
1149
  },
1150
  {
1151
  "epoch": 6.3559322033898304,
1152
- "grad_norm": 6.131734371185303,
1153
  "learning_rate": 0.00010932203389830507,
1154
- "loss": 0.4089,
1155
  "step": 78000
1156
  },
1157
  {
1158
  "epoch": 6.396675358539765,
1159
- "grad_norm": 6.840878009796143,
1160
  "learning_rate": 0.00010809973924380703,
1161
- "loss": 0.4138,
1162
  "step": 78500
1163
  },
1164
  {
1165
  "epoch": 6.4374185136897,
1166
- "grad_norm": 4.359363079071045,
1167
  "learning_rate": 0.00010687744458930898,
1168
- "loss": 0.4031,
1169
  "step": 79000
1170
  },
1171
  {
1172
  "epoch": 6.478161668839635,
1173
- "grad_norm": 5.549428462982178,
1174
  "learning_rate": 0.00010565514993481095,
1175
- "loss": 0.4112,
1176
  "step": 79500
1177
  },
1178
  {
1179
  "epoch": 6.51890482398957,
1180
- "grad_norm": 3.57088041305542,
1181
  "learning_rate": 0.0001044328552803129,
1182
- "loss": 0.4033,
1183
  "step": 80000
1184
  },
1185
  {
1186
  "epoch": 6.559647979139505,
1187
- "grad_norm": 4.713502883911133,
1188
  "learning_rate": 0.00010321056062581485,
1189
- "loss": 0.4129,
1190
  "step": 80500
1191
  },
1192
  {
1193
  "epoch": 6.600391134289439,
1194
- "grad_norm": 5.755394458770752,
1195
  "learning_rate": 0.0001019882659713168,
1196
- "loss": 0.4001,
1197
  "step": 81000
1198
  },
1199
  {
1200
  "epoch": 6.641134289439374,
1201
- "grad_norm": 5.579432010650635,
1202
  "learning_rate": 0.00010076597131681877,
1203
- "loss": 0.4057,
1204
  "step": 81500
1205
  },
1206
  {
1207
  "epoch": 6.681877444589309,
1208
- "grad_norm": 5.298727512359619,
1209
  "learning_rate": 9.954367666232072e-05,
1210
- "loss": 0.4069,
1211
  "step": 82000
1212
  },
1213
  {
1214
  "epoch": 6.722620599739244,
1215
- "grad_norm": 6.568725109100342,
1216
  "learning_rate": 9.832138200782268e-05,
1217
- "loss": 0.3974,
1218
  "step": 82500
1219
  },
1220
  {
1221
  "epoch": 6.763363754889179,
1222
- "grad_norm": 5.902369022369385,
1223
  "learning_rate": 9.709908735332463e-05,
1224
- "loss": 0.3998,
1225
  "step": 83000
1226
  },
1227
  {
1228
  "epoch": 6.804106910039113,
1229
- "grad_norm": 5.710369110107422,
1230
  "learning_rate": 9.58767926988266e-05,
1231
- "loss": 0.4094,
1232
  "step": 83500
1233
  },
1234
  {
1235
  "epoch": 6.844850065189048,
1236
- "grad_norm": 7.27541446685791,
1237
  "learning_rate": 9.465449804432855e-05,
1238
- "loss": 0.3889,
1239
  "step": 84000
1240
  },
1241
  {
1242
  "epoch": 6.885593220338983,
1243
- "grad_norm": 2.905696153640747,
1244
  "learning_rate": 9.34322033898305e-05,
1245
- "loss": 0.3988,
1246
  "step": 84500
1247
  },
1248
  {
1249
  "epoch": 6.926336375488918,
1250
- "grad_norm": 4.89232063293457,
1251
  "learning_rate": 9.220990873533245e-05,
1252
- "loss": 0.3921,
1253
  "step": 85000
1254
  },
1255
  {
1256
  "epoch": 6.967079530638853,
1257
- "grad_norm": 6.2112274169921875,
1258
  "learning_rate": 9.098761408083442e-05,
1259
- "loss": 0.3907,
1260
  "step": 85500
1261
  },
1262
  {
1263
  "epoch": 7.0,
1264
- "eval_accuracy": 0.8321285247802734,
1265
- "eval_loss": 0.43350040912628174,
1266
- "eval_runtime": 3.5095,
1267
- "eval_samples_per_second": 709.513,
1268
- "eval_steps_per_second": 88.903,
1269
  "step": 85904
1270
  },
1271
  {
1272
  "epoch": 7.0078226857887875,
1273
- "grad_norm": 6.440418720245361,
1274
  "learning_rate": 8.976531942633637e-05,
1275
- "loss": 0.3996,
1276
  "step": 86000
1277
  },
1278
  {
1279
  "epoch": 7.048565840938722,
1280
- "grad_norm": 5.757605075836182,
1281
  "learning_rate": 8.854302477183832e-05,
1282
- "loss": 0.377,
1283
  "step": 86500
1284
  },
1285
  {
1286
  "epoch": 7.089308996088657,
1287
- "grad_norm": 5.203352928161621,
1288
  "learning_rate": 8.732073011734028e-05,
1289
- "loss": 0.3928,
1290
  "step": 87000
1291
  },
1292
  {
1293
  "epoch": 7.130052151238592,
1294
- "grad_norm": 5.605312347412109,
1295
  "learning_rate": 8.609843546284225e-05,
1296
- "loss": 0.3863,
1297
  "step": 87500
1298
  },
1299
  {
1300
  "epoch": 7.170795306388527,
1301
- "grad_norm": 5.28822660446167,
1302
  "learning_rate": 8.48761408083442e-05,
1303
- "loss": 0.3843,
1304
  "step": 88000
1305
  },
1306
  {
1307
  "epoch": 7.211538461538462,
1308
- "grad_norm": 4.207997798919678,
1309
  "learning_rate": 8.365384615384615e-05,
1310
- "loss": 0.3886,
1311
  "step": 88500
1312
  },
1313
  {
1314
  "epoch": 7.252281616688396,
1315
- "grad_norm": 4.063730239868164,
1316
  "learning_rate": 8.24315514993481e-05,
1317
- "loss": 0.3914,
1318
  "step": 89000
1319
  },
1320
  {
1321
  "epoch": 7.293024771838331,
1322
- "grad_norm": 6.433591365814209,
1323
  "learning_rate": 8.120925684485006e-05,
1324
- "loss": 0.3926,
1325
  "step": 89500
1326
  },
1327
  {
1328
  "epoch": 7.333767926988266,
1329
- "grad_norm": 3.1585044860839844,
1330
  "learning_rate": 7.998696219035201e-05,
1331
- "loss": 0.39,
1332
  "step": 90000
1333
  },
1334
  {
1335
  "epoch": 7.374511082138201,
1336
- "grad_norm": 5.051187992095947,
1337
  "learning_rate": 7.876466753585397e-05,
1338
- "loss": 0.3854,
1339
  "step": 90500
1340
  },
1341
  {
1342
  "epoch": 7.415254237288136,
1343
- "grad_norm": 5.842960834503174,
1344
  "learning_rate": 7.754237288135592e-05,
1345
- "loss": 0.3748,
1346
  "step": 91000
1347
  },
1348
  {
1349
  "epoch": 7.4559973924380705,
1350
- "grad_norm": 3.273320198059082,
1351
  "learning_rate": 7.63200782268579e-05,
1352
- "loss": 0.3885,
1353
  "step": 91500
1354
  },
1355
  {
1356
  "epoch": 7.496740547588005,
1357
- "grad_norm": 4.630128860473633,
1358
  "learning_rate": 7.509778357235985e-05,
1359
- "loss": 0.3914,
1360
  "step": 92000
1361
  },
1362
  {
1363
  "epoch": 7.53748370273794,
1364
- "grad_norm": 4.444061279296875,
1365
  "learning_rate": 7.387548891786178e-05,
1366
- "loss": 0.3882,
1367
  "step": 92500
1368
  },
1369
  {
1370
  "epoch": 7.578226857887875,
1371
- "grad_norm": 4.932531833648682,
1372
  "learning_rate": 7.265319426336375e-05,
1373
- "loss": 0.3886,
1374
  "step": 93000
1375
  },
1376
  {
1377
  "epoch": 7.61897001303781,
1378
- "grad_norm": 5.399273872375488,
1379
  "learning_rate": 7.14308996088657e-05,
1380
- "loss": 0.3937,
1381
  "step": 93500
1382
  },
1383
  {
1384
  "epoch": 7.659713168187745,
1385
- "grad_norm": 7.287408351898193,
1386
  "learning_rate": 7.020860495436766e-05,
1387
- "loss": 0.3783,
1388
  "step": 94000
1389
  },
1390
  {
1391
  "epoch": 7.700456323337679,
1392
- "grad_norm": 6.242406368255615,
1393
  "learning_rate": 6.898631029986961e-05,
1394
- "loss": 0.395,
1395
  "step": 94500
1396
  },
1397
  {
1398
  "epoch": 7.741199478487614,
1399
- "grad_norm": 3.794053077697754,
1400
  "learning_rate": 6.776401564537158e-05,
1401
- "loss": 0.3967,
1402
  "step": 95000
1403
  },
1404
  {
1405
  "epoch": 7.781942633637549,
1406
- "grad_norm": 7.381150245666504,
1407
  "learning_rate": 6.654172099087353e-05,
1408
- "loss": 0.3837,
1409
  "step": 95500
1410
  },
1411
  {
1412
  "epoch": 7.822685788787483,
1413
- "grad_norm": 4.904209613800049,
1414
  "learning_rate": 6.531942633637548e-05,
1415
- "loss": 0.3874,
1416
  "step": 96000
1417
  },
1418
  {
1419
  "epoch": 7.863428943937419,
1420
- "grad_norm": 4.649083137512207,
1421
  "learning_rate": 6.409713168187743e-05,
1422
- "loss": 0.389,
1423
  "step": 96500
1424
  },
1425
  {
1426
  "epoch": 7.904172099087353,
1427
- "grad_norm": 7.420172691345215,
1428
  "learning_rate": 6.28748370273794e-05,
1429
- "loss": 0.3877,
1430
  "step": 97000
1431
  },
1432
  {
1433
  "epoch": 7.944915254237288,
1434
- "grad_norm": 4.977739334106445,
1435
  "learning_rate": 6.165254237288135e-05,
1436
- "loss": 0.3885,
1437
  "step": 97500
1438
  },
1439
  {
1440
  "epoch": 7.985658409387223,
1441
- "grad_norm": 5.967884063720703,
1442
  "learning_rate": 6.0430247718383304e-05,
1443
- "loss": 0.3899,
1444
  "step": 98000
1445
  },
1446
  {
1447
  "epoch": 8.0,
1448
- "eval_accuracy": 0.8401606678962708,
1449
- "eval_loss": 0.421245813369751,
1450
- "eval_runtime": 3.5351,
1451
- "eval_samples_per_second": 704.361,
1452
- "eval_steps_per_second": 88.257,
1453
  "step": 98176
1454
  },
1455
  {
1456
  "epoch": 8.026401564537158,
1457
- "grad_norm": 3.8275697231292725,
1458
  "learning_rate": 5.920795306388526e-05,
1459
- "loss": 0.3753,
1460
  "step": 98500
1461
  },
1462
  {
1463
  "epoch": 8.067144719687093,
1464
- "grad_norm": 5.281260967254639,
1465
  "learning_rate": 5.798565840938721e-05,
1466
- "loss": 0.3657,
1467
  "step": 99000
1468
  },
1469
  {
1470
  "epoch": 8.107887874837028,
1471
- "grad_norm": 4.99520206451416,
1472
  "learning_rate": 5.676336375488918e-05,
1473
- "loss": 0.365,
1474
  "step": 99500
1475
  },
1476
  {
1477
  "epoch": 8.148631029986962,
1478
- "grad_norm": 8.345664978027344,
1479
  "learning_rate": 5.554106910039113e-05,
1480
- "loss": 0.3766,
1481
  "step": 100000
1482
  },
1483
  {
1484
  "epoch": 8.189374185136897,
1485
- "grad_norm": 7.439541339874268,
1486
  "learning_rate": 5.4318774445893086e-05,
1487
- "loss": 0.3695,
1488
  "step": 100500
1489
  },
1490
  {
1491
  "epoch": 8.230117340286832,
1492
- "grad_norm": 18.46923828125,
1493
  "learning_rate": 5.309647979139504e-05,
1494
- "loss": 0.3751,
1495
  "step": 101000
1496
  },
1497
  {
1498
  "epoch": 8.270860495436766,
1499
- "grad_norm": 7.099632740020752,
1500
  "learning_rate": 5.1874185136897e-05,
1501
- "loss": 0.3747,
1502
  "step": 101500
1503
  },
1504
  {
1505
  "epoch": 8.3116036505867,
1506
- "grad_norm": 5.036531925201416,
1507
  "learning_rate": 5.065189048239895e-05,
1508
- "loss": 0.3736,
1509
  "step": 102000
1510
  },
1511
  {
1512
  "epoch": 8.352346805736635,
1513
- "grad_norm": 5.257627010345459,
1514
  "learning_rate": 4.942959582790091e-05,
1515
- "loss": 0.3718,
1516
  "step": 102500
1517
  },
1518
  {
1519
  "epoch": 8.393089960886572,
1520
- "grad_norm": 4.144084453582764,
1521
  "learning_rate": 4.820730117340286e-05,
1522
- "loss": 0.3831,
1523
  "step": 103000
1524
  },
1525
  {
1526
  "epoch": 8.433833116036507,
1527
- "grad_norm": 7.010155200958252,
1528
  "learning_rate": 4.698500651890482e-05,
1529
- "loss": 0.3728,
1530
  "step": 103500
1531
  },
1532
  {
1533
  "epoch": 8.474576271186441,
1534
- "grad_norm": 4.621219635009766,
1535
  "learning_rate": 4.576271186440678e-05,
1536
- "loss": 0.3708,
1537
  "step": 104000
1538
  },
1539
  {
1540
  "epoch": 8.515319426336376,
1541
- "grad_norm": 7.2299394607543945,
1542
  "learning_rate": 4.4540417209908735e-05,
1543
- "loss": 0.3747,
1544
  "step": 104500
1545
  },
1546
  {
1547
  "epoch": 8.55606258148631,
1548
- "grad_norm": 7.200563430786133,
1549
  "learning_rate": 4.3318122555410686e-05,
1550
- "loss": 0.3817,
1551
  "step": 105000
1552
  },
1553
  {
1554
  "epoch": 8.596805736636245,
1555
- "grad_norm": 4.539661884307861,
1556
  "learning_rate": 4.2095827900912643e-05,
1557
- "loss": 0.375,
1558
  "step": 105500
1559
  },
1560
  {
1561
  "epoch": 8.63754889178618,
1562
- "grad_norm": 4.076575756072998,
1563
  "learning_rate": 4.08735332464146e-05,
1564
- "loss": 0.3761,
1565
  "step": 106000
1566
  },
1567
  {
1568
  "epoch": 8.678292046936114,
1569
- "grad_norm": 5.755791664123535,
1570
  "learning_rate": 3.965123859191656e-05,
1571
- "loss": 0.388,
1572
  "step": 106500
1573
  },
1574
  {
1575
  "epoch": 8.719035202086049,
1576
- "grad_norm": 4.549001216888428,
1577
  "learning_rate": 3.842894393741851e-05,
1578
- "loss": 0.3794,
1579
  "step": 107000
1580
  },
1581
  {
1582
  "epoch": 8.759778357235984,
1583
- "grad_norm": 4.821287155151367,
1584
  "learning_rate": 3.720664928292047e-05,
1585
- "loss": 0.3696,
1586
  "step": 107500
1587
  },
1588
  {
1589
  "epoch": 8.800521512385918,
1590
- "grad_norm": 5.3173089027404785,
1591
  "learning_rate": 3.5984354628422425e-05,
1592
- "loss": 0.3777,
1593
  "step": 108000
1594
  },
1595
  {
1596
  "epoch": 8.841264667535853,
1597
- "grad_norm": 5.278952121734619,
1598
  "learning_rate": 3.4762059973924376e-05,
1599
- "loss": 0.3743,
1600
  "step": 108500
1601
  },
1602
  {
1603
  "epoch": 8.88200782268579,
1604
- "grad_norm": 6.104799270629883,
1605
  "learning_rate": 3.3539765319426334e-05,
1606
- "loss": 0.3791,
1607
  "step": 109000
1608
  },
1609
  {
1610
  "epoch": 8.922750977835724,
1611
- "grad_norm": 4.673792839050293,
1612
  "learning_rate": 3.2317470664928285e-05,
1613
- "loss": 0.3774,
1614
  "step": 109500
1615
  },
1616
  {
1617
  "epoch": 8.963494132985659,
1618
- "grad_norm": 6.051920413970947,
1619
  "learning_rate": 3.109517601043025e-05,
1620
- "loss": 0.3752,
1621
  "step": 110000
1622
  },
1623
  {
1624
  "epoch": 9.0,
1625
  "eval_accuracy": 0.8373494148254395,
1626
- "eval_loss": 0.43148961663246155,
1627
- "eval_runtime": 3.528,
1628
- "eval_samples_per_second": 705.779,
1629
- "eval_steps_per_second": 88.435,
1630
  "step": 110448
1631
  },
1632
  {
1633
  "epoch": 9.004237288135593,
1634
- "grad_norm": 3.2586278915405273,
1635
  "learning_rate": 2.98728813559322e-05,
1636
- "loss": 0.3684,
1637
  "step": 110500
1638
  },
1639
  {
1640
  "epoch": 9.044980443285528,
1641
- "grad_norm": 3.5761301517486572,
1642
  "learning_rate": 2.8650586701434158e-05,
1643
- "loss": 0.3634,
1644
  "step": 111000
1645
  },
1646
  {
1647
  "epoch": 9.085723598435463,
1648
- "grad_norm": 8.008382797241211,
1649
  "learning_rate": 2.7428292046936113e-05,
1650
- "loss": 0.3574,
1651
  "step": 111500
1652
  },
1653
  {
1654
  "epoch": 9.126466753585397,
1655
- "grad_norm": 3.5123190879821777,
1656
  "learning_rate": 2.6205997392438067e-05,
1657
- "loss": 0.3794,
1658
  "step": 112000
1659
  },
1660
  {
1661
  "epoch": 9.167209908735332,
1662
- "grad_norm": 6.476950168609619,
1663
  "learning_rate": 2.4983702737940025e-05,
1664
- "loss": 0.3677,
1665
  "step": 112500
1666
  },
1667
  {
1668
  "epoch": 9.207953063885267,
1669
- "grad_norm": 3.6542065143585205,
1670
  "learning_rate": 2.376140808344198e-05,
1671
- "loss": 0.3666,
1672
  "step": 113000
1673
  },
1674
  {
1675
  "epoch": 9.248696219035201,
1676
- "grad_norm": 5.919882297515869,
1677
  "learning_rate": 2.2539113428943937e-05,
1678
- "loss": 0.3605,
1679
  "step": 113500
1680
  },
1681
  {
1682
  "epoch": 9.289439374185136,
1683
- "grad_norm": 10.532210350036621,
1684
  "learning_rate": 2.131681877444589e-05,
1685
- "loss": 0.3703,
1686
  "step": 114000
1687
  },
1688
  {
1689
  "epoch": 9.330182529335072,
1690
- "grad_norm": 4.157111167907715,
1691
  "learning_rate": 2.009452411994785e-05,
1692
- "loss": 0.3712,
1693
  "step": 114500
1694
  },
1695
  {
1696
  "epoch": 9.370925684485007,
1697
- "grad_norm": 4.405088424682617,
1698
  "learning_rate": 1.8872229465449803e-05,
1699
- "loss": 0.3595,
1700
  "step": 115000
1701
  },
1702
  {
1703
  "epoch": 9.411668839634942,
1704
- "grad_norm": 7.088386535644531,
1705
  "learning_rate": 1.7649934810951758e-05,
1706
- "loss": 0.3637,
1707
  "step": 115500
1708
  },
1709
  {
1710
  "epoch": 9.452411994784876,
1711
- "grad_norm": 3.80808162689209,
1712
  "learning_rate": 1.6427640156453715e-05,
1713
- "loss": 0.3662,
1714
  "step": 116000
1715
  },
1716
  {
1717
  "epoch": 9.493155149934811,
1718
- "grad_norm": 5.665896415710449,
1719
  "learning_rate": 1.520534550195567e-05,
1720
- "loss": 0.369,
1721
  "step": 116500
1722
  },
1723
  {
1724
  "epoch": 9.533898305084746,
1725
- "grad_norm": 4.733582496643066,
1726
  "learning_rate": 1.3983050847457626e-05,
1727
- "loss": 0.3665,
1728
  "step": 117000
1729
  },
1730
  {
1731
  "epoch": 9.57464146023468,
1732
- "grad_norm": 6.934778690338135,
1733
  "learning_rate": 1.2760756192959582e-05,
1734
- "loss": 0.3567,
1735
  "step": 117500
1736
  },
1737
  {
1738
  "epoch": 9.615384615384615,
1739
- "grad_norm": 6.5998311042785645,
1740
  "learning_rate": 1.1538461538461538e-05,
1741
- "loss": 0.3612,
1742
  "step": 118000
1743
  },
1744
  {
1745
  "epoch": 9.65612777053455,
1746
- "grad_norm": 7.71038293838501,
1747
  "learning_rate": 1.0316166883963494e-05,
1748
- "loss": 0.3562,
1749
  "step": 118500
1750
  },
1751
  {
1752
  "epoch": 9.696870925684484,
1753
- "grad_norm": 4.586871147155762,
1754
  "learning_rate": 9.093872229465448e-06,
1755
- "loss": 0.3661,
1756
  "step": 119000
1757
  },
1758
  {
1759
  "epoch": 9.737614080834419,
1760
- "grad_norm": 5.962682247161865,
1761
  "learning_rate": 7.871577574967404e-06,
1762
- "loss": 0.3675,
1763
  "step": 119500
1764
  },
1765
  {
1766
  "epoch": 9.778357235984355,
1767
- "grad_norm": 3.3349926471710205,
1768
  "learning_rate": 6.649282920469361e-06,
1769
- "loss": 0.3571,
1770
  "step": 120000
1771
  },
1772
  {
1773
  "epoch": 9.81910039113429,
1774
- "grad_norm": 5.066919326782227,
1775
  "learning_rate": 5.426988265971316e-06,
1776
- "loss": 0.3558,
1777
  "step": 120500
1778
  },
1779
  {
1780
  "epoch": 9.859843546284225,
1781
- "grad_norm": 5.792361259460449,
1782
  "learning_rate": 4.2046936114732716e-06,
1783
- "loss": 0.368,
1784
  "step": 121000
1785
  },
1786
  {
1787
  "epoch": 9.90058670143416,
1788
- "grad_norm": 6.927473545074463,
1789
  "learning_rate": 2.982398956975228e-06,
1790
- "loss": 0.3631,
1791
  "step": 121500
1792
  },
1793
  {
1794
  "epoch": 9.941329856584094,
1795
- "grad_norm": 6.935751914978027,
1796
  "learning_rate": 1.7601043024771837e-06,
1797
- "loss": 0.3623,
1798
  "step": 122000
1799
  },
1800
  {
1801
  "epoch": 9.982073011734029,
1802
- "grad_norm": 1.9150322675704956,
1803
  "learning_rate": 5.378096479791394e-07,
1804
- "loss": 0.3639,
1805
  "step": 122500
1806
  },
1807
  {
1808
  "epoch": 10.0,
1809
- "eval_accuracy": 0.8357429504394531,
1810
- "eval_loss": 0.4303068220615387,
1811
- "eval_runtime": 3.5313,
1812
- "eval_samples_per_second": 705.119,
1813
- "eval_steps_per_second": 88.352,
1814
  "step": 122720
1815
  },
1816
  {
1817
  "epoch": 10.0,
1818
  "step": 122720,
1819
- "total_flos": 2.6187994846190592e+17,
1820
- "train_loss": 0.4432659422714054,
1821
- "train_runtime": 8098.9158,
1822
- "train_samples_per_second": 484.882,
1823
- "train_steps_per_second": 15.153
1824
  }
1825
  ],
1826
  "logging_steps": 500,
@@ -1840,7 +1840,7 @@
1840
  "attributes": {}
1841
  }
1842
  },
1843
- "total_flos": 2.6187994846190592e+17,
1844
  "train_batch_size": 32,
1845
  "trial_name": null,
1846
  "trial_params": null
 
10
  "log_history": [
11
  {
12
  "epoch": 0.04074315514993481,
13
+ "grad_norm": 1.5828578472137451,
14
  "learning_rate": 0.0002987777053455019,
15
+ "loss": 1.0838,
16
  "step": 500
17
  },
18
  {
19
  "epoch": 0.08148631029986962,
20
+ "grad_norm": 2.0423190593719482,
21
  "learning_rate": 0.0002975554106910039,
22
+ "loss": 0.8724,
23
  "step": 1000
24
  },
25
  {
26
  "epoch": 0.12222946544980444,
27
+ "grad_norm": 2.746290683746338,
28
  "learning_rate": 0.00029633311603650584,
29
+ "loss": 0.7804,
30
  "step": 1500
31
  },
32
  {
33
  "epoch": 0.16297262059973924,
34
+ "grad_norm": 2.9885292053222656,
35
  "learning_rate": 0.0002951108213820078,
36
+ "loss": 0.7367,
37
  "step": 2000
38
  },
39
  {
40
  "epoch": 0.20371577574967406,
41
+ "grad_norm": 2.7808330059051514,
42
  "learning_rate": 0.00029388852672750977,
43
+ "loss": 0.7016,
44
  "step": 2500
45
  },
46
  {
47
  "epoch": 0.24445893089960888,
48
+ "grad_norm": 2.4769978523254395,
49
  "learning_rate": 0.0002926662320730117,
50
+ "loss": 0.6759,
51
  "step": 3000
52
  },
53
  {
54
  "epoch": 0.28520208604954367,
55
+ "grad_norm": 2.141312599182129,
56
  "learning_rate": 0.00029144393741851364,
57
+ "loss": 0.6623,
58
  "step": 3500
59
  },
60
  {
61
  "epoch": 0.3259452411994785,
62
+ "grad_norm": 2.169989824295044,
63
  "learning_rate": 0.0002902216427640156,
64
+ "loss": 0.6352,
65
  "step": 4000
66
  },
67
  {
68
  "epoch": 0.3666883963494133,
69
+ "grad_norm": 3.238466262817383,
70
  "learning_rate": 0.0002889993481095176,
71
+ "loss": 0.6382,
72
  "step": 4500
73
  },
74
  {
75
  "epoch": 0.4074315514993481,
76
+ "grad_norm": 2.6361501216888428,
77
  "learning_rate": 0.00028777705345501956,
78
+ "loss": 0.6168,
79
  "step": 5000
80
  },
81
  {
82
  "epoch": 0.44817470664928294,
83
+ "grad_norm": 2.7179198265075684,
84
  "learning_rate": 0.0002865547588005215,
85
+ "loss": 0.609,
86
  "step": 5500
87
  },
88
  {
89
  "epoch": 0.48891786179921776,
90
+ "grad_norm": 1.717613935470581,
91
  "learning_rate": 0.00028533246414602344,
92
+ "loss": 0.6023,
93
  "step": 6000
94
  },
95
  {
96
  "epoch": 0.5296610169491526,
97
+ "grad_norm": 1.5747934579849243,
98
  "learning_rate": 0.00028411016949152543,
99
+ "loss": 0.5995,
100
  "step": 6500
101
  },
102
  {
103
  "epoch": 0.5704041720990873,
104
+ "grad_norm": 2.5513648986816406,
105
  "learning_rate": 0.00028288787483702737,
106
+ "loss": 0.5817,
107
  "step": 7000
108
  },
109
  {
110
  "epoch": 0.6111473272490222,
111
+ "grad_norm": 2.6356778144836426,
112
  "learning_rate": 0.0002816655801825293,
113
+ "loss": 0.5816,
114
  "step": 7500
115
  },
116
  {
117
  "epoch": 0.651890482398957,
118
+ "grad_norm": 1.4905149936676025,
119
  "learning_rate": 0.00028044328552803124,
120
+ "loss": 0.587,
121
  "step": 8000
122
  },
123
  {
124
  "epoch": 0.6926336375488917,
125
+ "grad_norm": 2.126027822494507,
126
  "learning_rate": 0.00027922099087353323,
127
+ "loss": 0.5763,
128
  "step": 8500
129
  },
130
  {
131
  "epoch": 0.7333767926988266,
132
+ "grad_norm": 1.642021656036377,
133
  "learning_rate": 0.00027799869621903517,
134
+ "loss": 0.5788,
135
  "step": 9000
136
  },
137
  {
138
  "epoch": 0.7741199478487614,
139
+ "grad_norm": 2.919405460357666,
140
  "learning_rate": 0.0002767764015645371,
141
+ "loss": 0.5756,
142
  "step": 9500
143
  },
144
  {
145
  "epoch": 0.8148631029986962,
146
+ "grad_norm": 2.7401773929595947,
147
  "learning_rate": 0.0002755541069100391,
148
+ "loss": 0.561,
149
  "step": 10000
150
  },
151
  {
152
  "epoch": 0.855606258148631,
153
+ "grad_norm": 3.268413543701172,
154
  "learning_rate": 0.00027433181225554104,
155
+ "loss": 0.5627,
156
  "step": 10500
157
  },
158
  {
159
  "epoch": 0.8963494132985659,
160
+ "grad_norm": 1.6420167684555054,
161
  "learning_rate": 0.000273109517601043,
162
+ "loss": 0.5591,
163
  "step": 11000
164
  },
165
  {
166
  "epoch": 0.9370925684485006,
167
+ "grad_norm": 3.6072638034820557,
168
  "learning_rate": 0.00027188722294654497,
169
+ "loss": 0.5593,
170
  "step": 11500
171
  },
172
  {
173
  "epoch": 0.9778357235984355,
174
+ "grad_norm": 1.9567480087280273,
175
  "learning_rate": 0.0002706649282920469,
176
+ "loss": 0.5593,
177
  "step": 12000
178
  },
179
  {
180
  "epoch": 1.0,
181
+ "eval_accuracy": 0.7959839105606079,
182
+ "eval_loss": 0.5131802558898926,
183
+ "eval_runtime": 3.8597,
184
+ "eval_samples_per_second": 645.123,
185
+ "eval_steps_per_second": 80.835,
186
  "step": 12272
187
  },
188
  {
189
  "epoch": 1.0185788787483703,
190
+ "grad_norm": 1.4843103885650635,
191
  "learning_rate": 0.00026944263363754884,
192
+ "loss": 0.5502,
193
  "step": 12500
194
  },
195
  {
196
  "epoch": 1.0593220338983051,
197
+ "grad_norm": 2.488762855529785,
198
  "learning_rate": 0.00026822033898305083,
199
+ "loss": 0.5391,
200
  "step": 13000
201
  },
202
  {
203
  "epoch": 1.1000651890482398,
204
+ "grad_norm": 2.1324970722198486,
205
  "learning_rate": 0.00026699804432855277,
206
+ "loss": 0.543,
207
  "step": 13500
208
  },
209
  {
210
  "epoch": 1.1408083441981747,
211
+ "grad_norm": 1.2764211893081665,
212
  "learning_rate": 0.00026577574967405476,
213
+ "loss": 0.5397,
214
  "step": 14000
215
  },
216
  {
217
  "epoch": 1.1815514993481095,
218
+ "grad_norm": 1.6294676065444946,
219
  "learning_rate": 0.0002645534550195567,
220
+ "loss": 0.5487,
221
  "step": 14500
222
  },
223
  {
224
  "epoch": 1.2222946544980444,
225
+ "grad_norm": 1.9771702289581299,
226
  "learning_rate": 0.00026333116036505864,
227
+ "loss": 0.5365,
228
  "step": 15000
229
  },
230
  {
231
  "epoch": 1.263037809647979,
232
+ "grad_norm": 2.3716676235198975,
233
  "learning_rate": 0.00026210886571056063,
234
+ "loss": 0.5367,
235
  "step": 15500
236
  },
237
  {
238
  "epoch": 1.303780964797914,
239
+ "grad_norm": 3.3372445106506348,
240
  "learning_rate": 0.00026088657105606257,
241
+ "loss": 0.5339,
242
  "step": 16000
243
  },
244
  {
245
  "epoch": 1.3445241199478488,
246
+ "grad_norm": 1.6658248901367188,
247
  "learning_rate": 0.0002596642764015645,
248
+ "loss": 0.5306,
249
  "step": 16500
250
  },
251
  {
252
  "epoch": 1.3852672750977835,
253
+ "grad_norm": 3.4499964714050293,
254
  "learning_rate": 0.0002584419817470665,
255
+ "loss": 0.5337,
256
  "step": 17000
257
  },
258
  {
259
  "epoch": 1.4260104302477183,
260
+ "grad_norm": 1.6458457708358765,
261
  "learning_rate": 0.00025721968709256843,
262
+ "loss": 0.5288,
263
  "step": 17500
264
  },
265
  {
266
  "epoch": 1.4667535853976532,
267
+ "grad_norm": 1.9066393375396729,
268
  "learning_rate": 0.00025599739243807037,
269
+ "loss": 0.5255,
270
  "step": 18000
271
  },
272
  {
273
  "epoch": 1.5074967405475879,
274
+ "grad_norm": 1.735753059387207,
275
  "learning_rate": 0.0002547750977835723,
276
+ "loss": 0.5282,
277
  "step": 18500
278
  },
279
  {
280
  "epoch": 1.548239895697523,
281
+ "grad_norm": 1.7421000003814697,
282
  "learning_rate": 0.0002535528031290743,
283
+ "loss": 0.5194,
284
  "step": 19000
285
  },
286
  {
287
  "epoch": 1.5889830508474576,
288
+ "grad_norm": 2.0979628562927246,
289
  "learning_rate": 0.00025233050847457624,
290
+ "loss": 0.5334,
291
  "step": 19500
292
  },
293
  {
294
  "epoch": 1.6297262059973925,
295
+ "grad_norm": 1.8151721954345703,
296
  "learning_rate": 0.0002511082138200782,
297
+ "loss": 0.5283,
298
  "step": 20000
299
  },
300
  {
301
  "epoch": 1.6704693611473274,
302
+ "grad_norm": 1.5404752492904663,
303
  "learning_rate": 0.00024988591916558017,
304
+ "loss": 0.5232,
305
  "step": 20500
306
  },
307
  {
308
  "epoch": 1.711212516297262,
309
+ "grad_norm": 3.021263837814331,
310
  "learning_rate": 0.0002486636245110821,
311
+ "loss": 0.5184,
312
  "step": 21000
313
  },
314
  {
315
  "epoch": 1.7519556714471969,
316
+ "grad_norm": 3.665238380432129,
317
  "learning_rate": 0.00024744132985658404,
318
+ "loss": 0.5166,
319
  "step": 21500
320
  },
321
  {
322
  "epoch": 1.7926988265971318,
323
+ "grad_norm": 1.4015684127807617,
324
  "learning_rate": 0.00024621903520208603,
325
+ "loss": 0.5158,
326
  "step": 22000
327
  },
328
  {
329
  "epoch": 1.8334419817470664,
330
+ "grad_norm": 3.794595241546631,
331
  "learning_rate": 0.000244996740547588,
332
+ "loss": 0.5267,
333
  "step": 22500
334
  },
335
  {
336
  "epoch": 1.8741851368970013,
337
+ "grad_norm": 1.9950809478759766,
338
  "learning_rate": 0.00024377444589308996,
339
+ "loss": 0.5119,
340
  "step": 23000
341
  },
342
  {
343
  "epoch": 1.9149282920469362,
344
+ "grad_norm": 1.5925782918930054,
345
  "learning_rate": 0.0002425521512385919,
346
+ "loss": 0.5203,
347
  "step": 23500
348
  },
349
  {
350
  "epoch": 1.9556714471968708,
351
+ "grad_norm": 2.9431841373443604,
352
  "learning_rate": 0.00024132985658409386,
353
+ "loss": 0.512,
354
  "step": 24000
355
  },
356
  {
357
  "epoch": 1.996414602346806,
358
+ "grad_norm": 1.6975939273834229,
359
  "learning_rate": 0.00024010756192959583,
360
+ "loss": 0.5079,
361
  "step": 24500
362
  },
363
  {
364
  "epoch": 2.0,
365
+ "eval_accuracy": 0.811646580696106,
366
+ "eval_loss": 0.4724164307117462,
367
+ "eval_runtime": 3.8494,
368
+ "eval_samples_per_second": 646.846,
369
+ "eval_steps_per_second": 81.051,
370
  "step": 24544
371
  },
372
  {
373
  "epoch": 2.0371577574967406,
374
+ "grad_norm": 2.4534783363342285,
375
  "learning_rate": 0.00023888526727509777,
376
+ "loss": 0.5027,
377
  "step": 25000
378
  },
379
  {
380
  "epoch": 2.077900912646675,
381
+ "grad_norm": 2.0405538082122803,
382
  "learning_rate": 0.00023766297262059973,
383
+ "loss": 0.5008,
384
  "step": 25500
385
  },
386
  {
387
  "epoch": 2.1186440677966103,
388
+ "grad_norm": 1.833534836769104,
389
  "learning_rate": 0.00023644067796610167,
390
+ "loss": 0.5043,
391
  "step": 26000
392
  },
393
  {
394
  "epoch": 2.159387222946545,
395
+ "grad_norm": 1.8968788385391235,
396
  "learning_rate": 0.00023521838331160363,
397
+ "loss": 0.5018,
398
  "step": 26500
399
  },
400
  {
401
  "epoch": 2.2001303780964796,
402
+ "grad_norm": 1.6663825511932373,
403
  "learning_rate": 0.0002339960886571056,
404
+ "loss": 0.501,
405
  "step": 27000
406
  },
407
  {
408
  "epoch": 2.2408735332464147,
409
+ "grad_norm": 2.6435630321502686,
410
  "learning_rate": 0.00023277379400260753,
411
+ "loss": 0.4976,
412
  "step": 27500
413
  },
414
  {
415
  "epoch": 2.2816166883963493,
416
+ "grad_norm": 1.5958212614059448,
417
  "learning_rate": 0.0002315514993481095,
418
+ "loss": 0.5056,
419
  "step": 28000
420
  },
421
  {
422
  "epoch": 2.322359843546284,
423
+ "grad_norm": 1.644378423690796,
424
  "learning_rate": 0.00023032920469361144,
425
+ "loss": 0.4856,
426
  "step": 28500
427
  },
428
  {
429
  "epoch": 2.363102998696219,
430
+ "grad_norm": 1.9557281732559204,
431
  "learning_rate": 0.0002291069100391134,
432
+ "loss": 0.4943,
433
  "step": 29000
434
  },
435
  {
436
  "epoch": 2.4038461538461537,
437
+ "grad_norm": 3.529120922088623,
438
  "learning_rate": 0.00022788461538461537,
439
+ "loss": 0.4956,
440
  "step": 29500
441
  },
442
  {
443
  "epoch": 2.444589308996089,
444
+ "grad_norm": 2.105900287628174,
445
  "learning_rate": 0.0002266623207301173,
446
+ "loss": 0.5032,
447
  "step": 30000
448
  },
449
  {
450
  "epoch": 2.4853324641460235,
451
+ "grad_norm": 2.1510558128356934,
452
  "learning_rate": 0.00022544002607561927,
453
+ "loss": 0.5014,
454
  "step": 30500
455
  },
456
  {
457
  "epoch": 2.526075619295958,
458
+ "grad_norm": 2.0106310844421387,
459
  "learning_rate": 0.0002242177314211212,
460
+ "loss": 0.5047,
461
  "step": 31000
462
  },
463
  {
464
  "epoch": 2.5668187744458932,
465
+ "grad_norm": 3.261289358139038,
466
  "learning_rate": 0.0002229954367666232,
467
+ "loss": 0.5044,
468
  "step": 31500
469
  },
470
  {
471
  "epoch": 2.607561929595828,
472
+ "grad_norm": 1.9700287580490112,
473
  "learning_rate": 0.00022177314211212516,
474
+ "loss": 0.4921,
475
  "step": 32000
476
  },
477
  {
478
  "epoch": 2.648305084745763,
479
+ "grad_norm": 1.7623224258422852,
480
  "learning_rate": 0.0002205508474576271,
481
+ "loss": 0.493,
482
  "step": 32500
483
  },
484
  {
485
  "epoch": 2.6890482398956976,
486
+ "grad_norm": 2.0307579040527344,
487
  "learning_rate": 0.00021932855280312906,
488
+ "loss": 0.4944,
489
  "step": 33000
490
  },
491
  {
492
  "epoch": 2.7297913950456323,
493
+ "grad_norm": 1.6054081916809082,
494
  "learning_rate": 0.00021810625814863103,
495
+ "loss": 0.495,
496
  "step": 33500
497
  },
498
  {
499
  "epoch": 2.770534550195567,
500
+ "grad_norm": 1.2301048040390015,
501
  "learning_rate": 0.00021688396349413296,
502
+ "loss": 0.5006,
503
  "step": 34000
504
  },
505
  {
506
  "epoch": 2.811277705345502,
507
+ "grad_norm": 2.173492670059204,
508
  "learning_rate": 0.00021566166883963493,
509
+ "loss": 0.4952,
510
  "step": 34500
511
  },
512
  {
513
  "epoch": 2.8520208604954367,
514
+ "grad_norm": 1.8370041847229004,
515
  "learning_rate": 0.0002144393741851369,
516
+ "loss": 0.4774,
517
  "step": 35000
518
  },
519
  {
520
  "epoch": 2.8927640156453718,
521
+ "grad_norm": 2.2364652156829834,
522
  "learning_rate": 0.00021321707953063883,
523
+ "loss": 0.4848,
524
  "step": 35500
525
  },
526
  {
527
  "epoch": 2.9335071707953064,
528
+ "grad_norm": 1.6861385107040405,
529
  "learning_rate": 0.0002119947848761408,
530
+ "loss": 0.4982,
531
  "step": 36000
532
  },
533
  {
534
  "epoch": 2.974250325945241,
535
+ "grad_norm": 1.938073992729187,
536
  "learning_rate": 0.00021077249022164273,
537
+ "loss": 0.4815,
538
  "step": 36500
539
  },
540
  {
541
  "epoch": 3.0,
542
+ "eval_accuracy": 0.7899598479270935,
543
+ "eval_loss": 0.5340293049812317,
544
+ "eval_runtime": 3.8273,
545
+ "eval_samples_per_second": 650.596,
546
+ "eval_steps_per_second": 81.521,
547
  "step": 36816
548
  },
549
  {
550
  "epoch": 3.014993481095176,
551
+ "grad_norm": 1.7496318817138672,
552
  "learning_rate": 0.0002095501955671447,
553
+ "loss": 0.4926,
554
  "step": 37000
555
  },
556
  {
557
  "epoch": 3.055736636245111,
558
+ "grad_norm": 1.6960176229476929,
559
  "learning_rate": 0.00020832790091264666,
560
+ "loss": 0.4807,
561
  "step": 37500
562
  },
563
  {
564
  "epoch": 3.0964797913950455,
565
+ "grad_norm": 1.9474419355392456,
566
  "learning_rate": 0.0002071056062581486,
567
+ "loss": 0.4753,
568
  "step": 38000
569
  },
570
  {
571
  "epoch": 3.1372229465449806,
572
+ "grad_norm": 2.938944101333618,
573
  "learning_rate": 0.00020588331160365056,
574
+ "loss": 0.4869,
575
  "step": 38500
576
  },
577
  {
578
  "epoch": 3.1779661016949152,
579
+ "grad_norm": 1.9578561782836914,
580
  "learning_rate": 0.0002046610169491525,
581
+ "loss": 0.473,
582
  "step": 39000
583
  },
584
  {
585
  "epoch": 3.21870925684485,
586
+ "grad_norm": 2.039128541946411,
587
  "learning_rate": 0.00020343872229465447,
588
+ "loss": 0.4744,
589
  "step": 39500
590
  },
591
  {
592
  "epoch": 3.259452411994785,
593
+ "grad_norm": 3.681124687194824,
594
  "learning_rate": 0.00020221642764015643,
595
+ "loss": 0.4799,
596
  "step": 40000
597
  },
598
  {
599
  "epoch": 3.3001955671447196,
600
+ "grad_norm": 1.5929746627807617,
601
  "learning_rate": 0.0002009941329856584,
602
+ "loss": 0.4787,
603
  "step": 40500
604
  },
605
  {
606
  "epoch": 3.3409387222946547,
607
+ "grad_norm": 1.7738901376724243,
608
  "learning_rate": 0.00019977183833116036,
609
+ "loss": 0.4721,
610
  "step": 41000
611
  },
612
  {
613
  "epoch": 3.3816818774445894,
614
+ "grad_norm": 1.670168161392212,
615
  "learning_rate": 0.00019854954367666232,
616
+ "loss": 0.4842,
617
  "step": 41500
618
  },
619
  {
620
  "epoch": 3.422425032594524,
621
+ "grad_norm": 2.07709002494812,
622
  "learning_rate": 0.00019732724902216426,
623
+ "loss": 0.4676,
624
  "step": 42000
625
  },
626
  {
627
  "epoch": 3.463168187744459,
628
+ "grad_norm": 1.76602041721344,
629
  "learning_rate": 0.00019610495436766623,
630
+ "loss": 0.478,
631
  "step": 42500
632
  },
633
  {
634
  "epoch": 3.5039113428943938,
635
+ "grad_norm": 1.7546826601028442,
636
  "learning_rate": 0.00019488265971316816,
637
+ "loss": 0.481,
638
  "step": 43000
639
  },
640
  {
641
  "epoch": 3.5446544980443284,
642
+ "grad_norm": 1.9292327165603638,
643
  "learning_rate": 0.00019366036505867013,
644
+ "loss": 0.4763,
645
  "step": 43500
646
  },
647
  {
648
  "epoch": 3.5853976531942635,
649
+ "grad_norm": 2.211700916290283,
650
  "learning_rate": 0.0001924380704041721,
651
+ "loss": 0.4736,
652
  "step": 44000
653
  },
654
  {
655
  "epoch": 3.626140808344198,
656
+ "grad_norm": 3.4379701614379883,
657
  "learning_rate": 0.00019121577574967403,
658
+ "loss": 0.4691,
659
  "step": 44500
660
  },
661
  {
662
  "epoch": 3.666883963494133,
663
+ "grad_norm": 3.3809897899627686,
664
  "learning_rate": 0.000189993481095176,
665
+ "loss": 0.4865,
666
  "step": 45000
667
  },
668
  {
669
  "epoch": 3.707627118644068,
670
+ "grad_norm": 2.958820343017578,
671
  "learning_rate": 0.00018877118644067796,
672
+ "loss": 0.4773,
673
  "step": 45500
674
  },
675
  {
676
  "epoch": 3.7483702737940026,
677
+ "grad_norm": 2.081221342086792,
678
  "learning_rate": 0.0001875488917861799,
679
+ "loss": 0.4643,
680
  "step": 46000
681
  },
682
  {
683
  "epoch": 3.7891134289439377,
684
+ "grad_norm": 1.3643114566802979,
685
  "learning_rate": 0.00018632659713168186,
686
+ "loss": 0.4615,
687
  "step": 46500
688
  },
689
  {
690
  "epoch": 3.8298565840938723,
691
+ "grad_norm": 2.669874668121338,
692
  "learning_rate": 0.0001851043024771838,
693
+ "loss": 0.4786,
694
  "step": 47000
695
  },
696
  {
697
  "epoch": 3.870599739243807,
698
+ "grad_norm": 1.4289213418960571,
699
  "learning_rate": 0.00018388200782268576,
700
+ "loss": 0.4796,
701
  "step": 47500
702
  },
703
  {
704
  "epoch": 3.9113428943937416,
705
+ "grad_norm": 2.1719110012054443,
706
  "learning_rate": 0.00018265971316818773,
707
+ "loss": 0.4798,
708
  "step": 48000
709
  },
710
  {
711
  "epoch": 3.9520860495436767,
712
+ "grad_norm": 1.5655969381332397,
713
  "learning_rate": 0.00018143741851368966,
714
+ "loss": 0.4587,
715
  "step": 48500
716
  },
717
  {
718
  "epoch": 3.9928292046936114,
719
+ "grad_norm": 2.242460250854492,
720
  "learning_rate": 0.00018021512385919163,
721
+ "loss": 0.4757,
722
  "step": 49000
723
  },
724
  {
725
  "epoch": 4.0,
726
+ "eval_accuracy": 0.823293149471283,
727
+ "eval_loss": 0.4503098726272583,
728
+ "eval_runtime": 3.7594,
729
+ "eval_samples_per_second": 662.343,
730
+ "eval_steps_per_second": 82.992,
731
  "step": 49088
732
  },
733
  {
734
  "epoch": 4.0335723598435465,
735
+ "grad_norm": 1.2779546976089478,
736
  "learning_rate": 0.00017899282920469362,
737
+ "loss": 0.4646,
738
  "step": 49500
739
  },
740
  {
741
  "epoch": 4.074315514993481,
742
+ "grad_norm": 2.8832106590270996,
743
  "learning_rate": 0.00017777053455019556,
744
+ "loss": 0.4535,
745
  "step": 50000
746
  },
747
  {
748
  "epoch": 4.115058670143416,
749
+ "grad_norm": 2.621349811553955,
750
  "learning_rate": 0.00017654823989569752,
751
+ "loss": 0.466,
752
  "step": 50500
753
  },
754
  {
755
  "epoch": 4.15580182529335,
756
+ "grad_norm": 2.7702085971832275,
757
  "learning_rate": 0.00017532594524119946,
758
+ "loss": 0.4535,
759
  "step": 51000
760
  },
761
  {
762
  "epoch": 4.196544980443286,
763
+ "grad_norm": 2.0533089637756348,
764
  "learning_rate": 0.00017410365058670142,
765
+ "loss": 0.4539,
766
  "step": 51500
767
  },
768
  {
769
  "epoch": 4.237288135593221,
770
+ "grad_norm": 2.3479714393615723,
771
  "learning_rate": 0.0001728813559322034,
772
+ "loss": 0.4536,
773
  "step": 52000
774
  },
775
  {
776
  "epoch": 4.278031290743155,
777
+ "grad_norm": 2.5870485305786133,
778
  "learning_rate": 0.00017165906127770533,
779
+ "loss": 0.4586,
780
  "step": 52500
781
  },
782
  {
783
  "epoch": 4.31877444589309,
784
+ "grad_norm": 2.1694679260253906,
785
  "learning_rate": 0.0001704367666232073,
786
+ "loss": 0.468,
787
  "step": 53000
788
  },
789
  {
790
  "epoch": 4.3595176010430245,
791
+ "grad_norm": 2.3384058475494385,
792
  "learning_rate": 0.00016921447196870926,
793
+ "loss": 0.4629,
794
  "step": 53500
795
  },
796
  {
797
  "epoch": 4.400260756192959,
798
+ "grad_norm": 1.984429121017456,
799
  "learning_rate": 0.0001679921773142112,
800
+ "loss": 0.4609,
801
  "step": 54000
802
  },
803
  {
804
  "epoch": 4.441003911342895,
805
+ "grad_norm": 2.1723473072052,
806
  "learning_rate": 0.00016676988265971316,
807
+ "loss": 0.4569,
808
  "step": 54500
809
  },
810
  {
811
  "epoch": 4.481747066492829,
812
+ "grad_norm": 1.6641265153884888,
813
  "learning_rate": 0.0001655475880052151,
814
+ "loss": 0.4604,
815
  "step": 55000
816
  },
817
  {
818
  "epoch": 4.522490221642764,
819
+ "grad_norm": 2.4631197452545166,
820
  "learning_rate": 0.00016432529335071706,
821
+ "loss": 0.4534,
822
  "step": 55500
823
  },
824
  {
825
  "epoch": 4.563233376792699,
826
+ "grad_norm": 1.8890092372894287,
827
  "learning_rate": 0.00016310299869621902,
828
+ "loss": 0.4594,
829
  "step": 56000
830
  },
831
  {
832
  "epoch": 4.603976531942633,
833
+ "grad_norm": 2.240000009536743,
834
  "learning_rate": 0.00016188070404172096,
835
+ "loss": 0.459,
836
  "step": 56500
837
  },
838
  {
839
  "epoch": 4.644719687092568,
840
+ "grad_norm": 2.3564798831939697,
841
  "learning_rate": 0.00016065840938722293,
842
+ "loss": 0.4644,
843
  "step": 57000
844
  },
845
  {
846
  "epoch": 4.6854628422425035,
847
+ "grad_norm": 2.3006091117858887,
848
  "learning_rate": 0.00015943611473272486,
849
+ "loss": 0.4671,
850
  "step": 57500
851
  },
852
  {
853
  "epoch": 4.726205997392438,
854
+ "grad_norm": 2.5902099609375,
855
  "learning_rate": 0.00015821382007822685,
856
+ "loss": 0.4574,
857
  "step": 58000
858
  },
859
  {
860
  "epoch": 4.766949152542373,
861
+ "grad_norm": 2.838531970977783,
862
  "learning_rate": 0.00015699152542372882,
863
+ "loss": 0.4579,
864
  "step": 58500
865
  },
866
  {
867
  "epoch": 4.8076923076923075,
868
+ "grad_norm": 2.0663444995880127,
869
  "learning_rate": 0.00015576923076923076,
870
+ "loss": 0.475,
871
  "step": 59000
872
  },
873
  {
874
  "epoch": 4.848435462842242,
875
+ "grad_norm": 2.3260273933410645,
876
  "learning_rate": 0.00015454693611473272,
877
+ "loss": 0.4564,
878
  "step": 59500
879
  },
880
  {
881
  "epoch": 4.889178617992178,
882
+ "grad_norm": 1.6334234476089478,
883
  "learning_rate": 0.00015332464146023469,
884
+ "loss": 0.4582,
885
  "step": 60000
886
  },
887
  {
888
  "epoch": 4.929921773142112,
889
+ "grad_norm": 3.73071026802063,
890
  "learning_rate": 0.00015210234680573662,
891
+ "loss": 0.462,
892
  "step": 60500
893
  },
894
  {
895
  "epoch": 4.970664928292047,
896
+ "grad_norm": 2.0201449394226074,
897
  "learning_rate": 0.0001508800521512386,
898
+ "loss": 0.4575,
899
  "step": 61000
900
  },
901
  {
902
  "epoch": 5.0,
903
+ "eval_accuracy": 0.8321285247802734,
904
+ "eval_loss": 0.43152591586112976,
905
+ "eval_runtime": 3.7584,
906
+ "eval_samples_per_second": 662.509,
907
+ "eval_steps_per_second": 83.013,
908
  "step": 61360
909
  },
910
  {
911
  "epoch": 5.011408083441982,
912
+ "grad_norm": 3.175994396209717,
913
  "learning_rate": 0.00014965775749674052,
914
+ "loss": 0.4644,
915
  "step": 61500
916
  },
917
  {
918
  "epoch": 5.052151238591916,
919
+ "grad_norm": 2.7221341133117676,
920
  "learning_rate": 0.0001484354628422425,
921
+ "loss": 0.4479,
922
  "step": 62000
923
  },
924
  {
925
  "epoch": 5.092894393741851,
926
+ "grad_norm": 2.5768377780914307,
927
  "learning_rate": 0.00014721316818774445,
928
+ "loss": 0.4388,
929
  "step": 62500
930
  },
931
  {
932
  "epoch": 5.1336375488917865,
933
+ "grad_norm": 2.2102932929992676,
934
  "learning_rate": 0.0001459908735332464,
935
+ "loss": 0.4455,
936
  "step": 63000
937
  },
938
  {
939
  "epoch": 5.174380704041721,
940
+ "grad_norm": 2.931208372116089,
941
  "learning_rate": 0.00014476857887874836,
942
+ "loss": 0.4491,
943
  "step": 63500
944
  },
945
  {
946
  "epoch": 5.215123859191656,
947
+ "grad_norm": 1.4483258724212646,
948
  "learning_rate": 0.00014354628422425032,
949
+ "loss": 0.4412,
950
  "step": 64000
951
  },
952
  {
953
  "epoch": 5.25586701434159,
954
+ "grad_norm": 1.9341588020324707,
955
  "learning_rate": 0.00014232398956975226,
956
+ "loss": 0.4485,
957
  "step": 64500
958
  },
959
  {
960
  "epoch": 5.296610169491525,
961
+ "grad_norm": 2.019665241241455,
962
  "learning_rate": 0.00014110169491525422,
963
+ "loss": 0.443,
964
  "step": 65000
965
  },
966
  {
967
  "epoch": 5.337353324641461,
968
+ "grad_norm": 2.324504852294922,
969
  "learning_rate": 0.0001398794002607562,
970
+ "loss": 0.4574,
971
  "step": 65500
972
  },
973
  {
974
  "epoch": 5.378096479791395,
975
+ "grad_norm": 1.5774611234664917,
976
  "learning_rate": 0.00013865710560625815,
977
+ "loss": 0.4433,
978
  "step": 66000
979
  },
980
  {
981
  "epoch": 5.41883963494133,
982
+ "grad_norm": 2.7634074687957764,
983
  "learning_rate": 0.0001374348109517601,
984
+ "loss": 0.439,
985
  "step": 66500
986
  },
987
  {
988
  "epoch": 5.459582790091265,
989
+ "grad_norm": 3.11040997505188,
990
  "learning_rate": 0.00013621251629726205,
991
+ "loss": 0.461,
992
  "step": 67000
993
  },
994
  {
995
  "epoch": 5.500325945241199,
996
+ "grad_norm": 1.974280834197998,
997
  "learning_rate": 0.000134990221642764,
998
+ "loss": 0.4529,
999
  "step": 67500
1000
  },
1001
  {
1002
  "epoch": 5.541069100391134,
1003
+ "grad_norm": 2.044983386993408,
1004
  "learning_rate": 0.00013376792698826596,
1005
+ "loss": 0.4569,
1006
  "step": 68000
1007
  },
1008
  {
1009
  "epoch": 5.581812255541069,
1010
+ "grad_norm": 3.2112531661987305,
1011
  "learning_rate": 0.00013254563233376792,
1012
+ "loss": 0.4464,
1013
  "step": 68500
1014
  },
1015
  {
1016
  "epoch": 5.622555410691004,
1017
+ "grad_norm": 3.1195149421691895,
1018
  "learning_rate": 0.00013132333767926986,
1019
+ "loss": 0.4479,
1020
  "step": 69000
1021
  },
1022
  {
1023
  "epoch": 5.663298565840939,
1024
+ "grad_norm": 1.791577935218811,
1025
  "learning_rate": 0.00013010104302477182,
1026
+ "loss": 0.4409,
1027
  "step": 69500
1028
  },
1029
  {
1030
  "epoch": 5.704041720990873,
1031
+ "grad_norm": 3.3514599800109863,
1032
  "learning_rate": 0.00012887874837027379,
1033
+ "loss": 0.4477,
1034
  "step": 70000
1035
  },
1036
  {
1037
  "epoch": 5.744784876140808,
1038
+ "grad_norm": 1.6975388526916504,
1039
  "learning_rate": 0.00012765645371577575,
1040
+ "loss": 0.4539,
1041
  "step": 70500
1042
  },
1043
  {
1044
  "epoch": 5.7855280312907436,
1045
+ "grad_norm": 1.7184616327285767,
1046
  "learning_rate": 0.0001264341590612777,
1047
+ "loss": 0.4538,
1048
  "step": 71000
1049
  },
1050
  {
1051
  "epoch": 5.826271186440678,
1052
+ "grad_norm": 2.1258814334869385,
1053
  "learning_rate": 0.00012521186440677965,
1054
+ "loss": 0.4477,
1055
  "step": 71500
1056
  },
1057
  {
1058
  "epoch": 5.867014341590613,
1059
+ "grad_norm": 3.146895170211792,
1060
  "learning_rate": 0.0001239895697522816,
1061
+ "loss": 0.4393,
1062
  "step": 72000
1063
  },
1064
  {
1065
  "epoch": 5.9077574967405475,
1066
+ "grad_norm": 3.5936505794525146,
1067
  "learning_rate": 0.00012276727509778355,
1068
+ "loss": 0.4496,
1069
  "step": 72500
1070
  },
1071
  {
1072
  "epoch": 5.948500651890482,
1073
+ "grad_norm": 2.3087146282196045,
1074
  "learning_rate": 0.0001215449804432855,
1075
+ "loss": 0.4469,
1076
  "step": 73000
1077
  },
1078
  {
1079
  "epoch": 5.989243807040417,
1080
+ "grad_norm": 1.9528945684432983,
1081
  "learning_rate": 0.00012032268578878747,
1082
+ "loss": 0.4435,
1083
  "step": 73500
1084
  },
1085
  {
1086
  "epoch": 6.0,
1087
+ "eval_accuracy": 0.8369477987289429,
1088
+ "eval_loss": 0.4312504529953003,
1089
+ "eval_runtime": 3.772,
1090
+ "eval_samples_per_second": 660.131,
1091
+ "eval_steps_per_second": 82.715,
1092
  "step": 73632
1093
  },
1094
  {
1095
  "epoch": 6.029986962190352,
1096
+ "grad_norm": 2.099862813949585,
1097
  "learning_rate": 0.00011910039113428943,
1098
+ "loss": 0.4439,
1099
  "step": 74000
1100
  },
1101
  {
1102
  "epoch": 6.070730117340287,
1103
+ "grad_norm": 1.8885704278945923,
1104
  "learning_rate": 0.00011787809647979139,
1105
+ "loss": 0.4367,
1106
  "step": 74500
1107
  },
1108
  {
1109
  "epoch": 6.111473272490222,
1110
+ "grad_norm": 2.2419934272766113,
1111
  "learning_rate": 0.00011665580182529335,
1112
+ "loss": 0.4308,
1113
  "step": 75000
1114
  },
1115
  {
1116
  "epoch": 6.152216427640156,
1117
+ "grad_norm": 1.9617372751235962,
1118
  "learning_rate": 0.0001154335071707953,
1119
+ "loss": 0.4325,
1120
  "step": 75500
1121
  },
1122
  {
1123
  "epoch": 6.192959582790091,
1124
+ "grad_norm": 2.785778522491455,
1125
  "learning_rate": 0.00011421121251629725,
1126
+ "loss": 0.4363,
1127
  "step": 76000
1128
  },
1129
  {
1130
  "epoch": 6.2337027379400265,
1131
+ "grad_norm": 1.9203062057495117,
1132
  "learning_rate": 0.0001129889178617992,
1133
+ "loss": 0.444,
1134
  "step": 76500
1135
  },
1136
  {
1137
  "epoch": 6.274445893089961,
1138
+ "grad_norm": 2.095256805419922,
1139
  "learning_rate": 0.00011176662320730115,
1140
+ "loss": 0.4443,
1141
  "step": 77000
1142
  },
1143
  {
1144
  "epoch": 6.315189048239896,
1145
+ "grad_norm": 3.069437265396118,
1146
  "learning_rate": 0.00011054432855280312,
1147
+ "loss": 0.4275,
1148
  "step": 77500
1149
  },
1150
  {
1151
  "epoch": 6.3559322033898304,
1152
+ "grad_norm": 2.62670636177063,
1153
  "learning_rate": 0.00010932203389830507,
1154
+ "loss": 0.4411,
1155
  "step": 78000
1156
  },
1157
  {
1158
  "epoch": 6.396675358539765,
1159
+ "grad_norm": 3.285296678543091,
1160
  "learning_rate": 0.00010809973924380703,
1161
+ "loss": 0.4512,
1162
  "step": 78500
1163
  },
1164
  {
1165
  "epoch": 6.4374185136897,
1166
+ "grad_norm": 1.5842539072036743,
1167
  "learning_rate": 0.00010687744458930898,
1168
+ "loss": 0.4358,
1169
  "step": 79000
1170
  },
1171
  {
1172
  "epoch": 6.478161668839635,
1173
+ "grad_norm": 2.1644914150238037,
1174
  "learning_rate": 0.00010565514993481095,
1175
+ "loss": 0.4418,
1176
  "step": 79500
1177
  },
1178
  {
1179
  "epoch": 6.51890482398957,
1180
+ "grad_norm": 2.471137523651123,
1181
  "learning_rate": 0.0001044328552803129,
1182
+ "loss": 0.4356,
1183
  "step": 80000
1184
  },
1185
  {
1186
  "epoch": 6.559647979139505,
1187
+ "grad_norm": 2.335623025894165,
1188
  "learning_rate": 0.00010321056062581485,
1189
+ "loss": 0.4406,
1190
  "step": 80500
1191
  },
1192
  {
1193
  "epoch": 6.600391134289439,
1194
+ "grad_norm": 4.2139081954956055,
1195
  "learning_rate": 0.0001019882659713168,
1196
+ "loss": 0.4333,
1197
  "step": 81000
1198
  },
1199
  {
1200
  "epoch": 6.641134289439374,
1201
+ "grad_norm": 2.9831790924072266,
1202
  "learning_rate": 0.00010076597131681877,
1203
+ "loss": 0.4409,
1204
  "step": 81500
1205
  },
1206
  {
1207
  "epoch": 6.681877444589309,
1208
+ "grad_norm": 1.6623711585998535,
1209
  "learning_rate": 9.954367666232072e-05,
1210
+ "loss": 0.4375,
1211
  "step": 82000
1212
  },
1213
  {
1214
  "epoch": 6.722620599739244,
1215
+ "grad_norm": 2.8634488582611084,
1216
  "learning_rate": 9.832138200782268e-05,
1217
+ "loss": 0.4288,
1218
  "step": 82500
1219
  },
1220
  {
1221
  "epoch": 6.763363754889179,
1222
+ "grad_norm": 3.4033591747283936,
1223
  "learning_rate": 9.709908735332463e-05,
1224
+ "loss": 0.4357,
1225
  "step": 83000
1226
  },
1227
  {
1228
  "epoch": 6.804106910039113,
1229
+ "grad_norm": 2.3420987129211426,
1230
  "learning_rate": 9.58767926988266e-05,
1231
+ "loss": 0.4443,
1232
  "step": 83500
1233
  },
1234
  {
1235
  "epoch": 6.844850065189048,
1236
+ "grad_norm": 2.943692684173584,
1237
  "learning_rate": 9.465449804432855e-05,
1238
+ "loss": 0.4233,
1239
  "step": 84000
1240
  },
1241
  {
1242
  "epoch": 6.885593220338983,
1243
+ "grad_norm": 1.5020798444747925,
1244
  "learning_rate": 9.34322033898305e-05,
1245
+ "loss": 0.4299,
1246
  "step": 84500
1247
  },
1248
  {
1249
  "epoch": 6.926336375488918,
1250
+ "grad_norm": 1.8622304201126099,
1251
  "learning_rate": 9.220990873533245e-05,
1252
+ "loss": 0.4253,
1253
  "step": 85000
1254
  },
1255
  {
1256
  "epoch": 6.967079530638853,
1257
+ "grad_norm": 3.1434714794158936,
1258
  "learning_rate": 9.098761408083442e-05,
1259
+ "loss": 0.4228,
1260
  "step": 85500
1261
  },
1262
  {
1263
  "epoch": 7.0,
1264
+ "eval_accuracy": 0.8309236764907837,
1265
+ "eval_loss": 0.43813642859458923,
1266
+ "eval_runtime": 3.7707,
1267
+ "eval_samples_per_second": 660.357,
1268
+ "eval_steps_per_second": 82.743,
1269
  "step": 85904
1270
  },
1271
  {
1272
  "epoch": 7.0078226857887875,
1273
+ "grad_norm": 2.7635395526885986,
1274
  "learning_rate": 8.976531942633637e-05,
1275
+ "loss": 0.4382,
1276
  "step": 86000
1277
  },
1278
  {
1279
  "epoch": 7.048565840938722,
1280
+ "grad_norm": 2.407377004623413,
1281
  "learning_rate": 8.854302477183832e-05,
1282
+ "loss": 0.4138,
1283
  "step": 86500
1284
  },
1285
  {
1286
  "epoch": 7.089308996088657,
1287
+ "grad_norm": 2.3589298725128174,
1288
  "learning_rate": 8.732073011734028e-05,
1289
+ "loss": 0.4307,
1290
  "step": 87000
1291
  },
1292
  {
1293
  "epoch": 7.130052151238592,
1294
+ "grad_norm": 2.2621631622314453,
1295
  "learning_rate": 8.609843546284225e-05,
1296
+ "loss": 0.4195,
1297
  "step": 87500
1298
  },
1299
  {
1300
  "epoch": 7.170795306388527,
1301
+ "grad_norm": 2.3238487243652344,
1302
  "learning_rate": 8.48761408083442e-05,
1303
+ "loss": 0.4251,
1304
  "step": 88000
1305
  },
1306
  {
1307
  "epoch": 7.211538461538462,
1308
+ "grad_norm": 1.8608829975128174,
1309
  "learning_rate": 8.365384615384615e-05,
1310
+ "loss": 0.4318,
1311
  "step": 88500
1312
  },
1313
  {
1314
  "epoch": 7.252281616688396,
1315
+ "grad_norm": 1.5675103664398193,
1316
  "learning_rate": 8.24315514993481e-05,
1317
+ "loss": 0.43,
1318
  "step": 89000
1319
  },
1320
  {
1321
  "epoch": 7.293024771838331,
1322
+ "grad_norm": 3.2853474617004395,
1323
  "learning_rate": 8.120925684485006e-05,
1324
+ "loss": 0.4336,
1325
  "step": 89500
1326
  },
1327
  {
1328
  "epoch": 7.333767926988266,
1329
+ "grad_norm": 2.1077964305877686,
1330
  "learning_rate": 7.998696219035201e-05,
1331
+ "loss": 0.4304,
1332
  "step": 90000
1333
  },
1334
  {
1335
  "epoch": 7.374511082138201,
1336
+ "grad_norm": 2.3823015689849854,
1337
  "learning_rate": 7.876466753585397e-05,
1338
+ "loss": 0.4269,
1339
  "step": 90500
1340
  },
1341
  {
1342
  "epoch": 7.415254237288136,
1343
+ "grad_norm": 2.7820513248443604,
1344
  "learning_rate": 7.754237288135592e-05,
1345
+ "loss": 0.4152,
1346
  "step": 91000
1347
  },
1348
  {
1349
  "epoch": 7.4559973924380705,
1350
+ "grad_norm": 1.7721502780914307,
1351
  "learning_rate": 7.63200782268579e-05,
1352
+ "loss": 0.4286,
1353
  "step": 91500
1354
  },
1355
  {
1356
  "epoch": 7.496740547588005,
1357
+ "grad_norm": 1.8405511379241943,
1358
  "learning_rate": 7.509778357235985e-05,
1359
+ "loss": 0.4298,
1360
  "step": 92000
1361
  },
1362
  {
1363
  "epoch": 7.53748370273794,
1364
+ "grad_norm": 1.8865771293640137,
1365
  "learning_rate": 7.387548891786178e-05,
1366
+ "loss": 0.4285,
1367
  "step": 92500
1368
  },
1369
  {
1370
  "epoch": 7.578226857887875,
1371
+ "grad_norm": 3.2232296466827393,
1372
  "learning_rate": 7.265319426336375e-05,
1373
+ "loss": 0.4262,
1374
  "step": 93000
1375
  },
1376
  {
1377
  "epoch": 7.61897001303781,
1378
+ "grad_norm": 2.0036380290985107,
1379
  "learning_rate": 7.14308996088657e-05,
1380
+ "loss": 0.4351,
1381
  "step": 93500
1382
  },
1383
  {
1384
  "epoch": 7.659713168187745,
1385
+ "grad_norm": 2.9521334171295166,
1386
  "learning_rate": 7.020860495436766e-05,
1387
+ "loss": 0.4169,
1388
  "step": 94000
1389
  },
1390
  {
1391
  "epoch": 7.700456323337679,
1392
+ "grad_norm": 2.6853766441345215,
1393
  "learning_rate": 6.898631029986961e-05,
1394
+ "loss": 0.4318,
1395
  "step": 94500
1396
  },
1397
  {
1398
  "epoch": 7.741199478487614,
1399
+ "grad_norm": 2.0400960445404053,
1400
  "learning_rate": 6.776401564537158e-05,
1401
+ "loss": 0.4353,
1402
  "step": 95000
1403
  },
1404
  {
1405
  "epoch": 7.781942633637549,
1406
+ "grad_norm": 3.423992156982422,
1407
  "learning_rate": 6.654172099087353e-05,
1408
+ "loss": 0.4236,
1409
  "step": 95500
1410
  },
1411
  {
1412
  "epoch": 7.822685788787483,
1413
+ "grad_norm": 2.914910078048706,
1414
  "learning_rate": 6.531942633637548e-05,
1415
+ "loss": 0.4246,
1416
  "step": 96000
1417
  },
1418
  {
1419
  "epoch": 7.863428943937419,
1420
+ "grad_norm": 2.891737699508667,
1421
  "learning_rate": 6.409713168187743e-05,
1422
+ "loss": 0.4278,
1423
  "step": 96500
1424
  },
1425
  {
1426
  "epoch": 7.904172099087353,
1427
+ "grad_norm": 4.279940605163574,
1428
  "learning_rate": 6.28748370273794e-05,
1429
+ "loss": 0.4281,
1430
  "step": 97000
1431
  },
1432
  {
1433
  "epoch": 7.944915254237288,
1434
+ "grad_norm": 3.536177158355713,
1435
  "learning_rate": 6.165254237288135e-05,
1436
+ "loss": 0.4283,
1437
  "step": 97500
1438
  },
1439
  {
1440
  "epoch": 7.985658409387223,
1441
+ "grad_norm": 2.03955078125,
1442
  "learning_rate": 6.0430247718383304e-05,
1443
+ "loss": 0.4342,
1444
  "step": 98000
1445
  },
1446
  {
1447
  "epoch": 8.0,
1448
+ "eval_accuracy": 0.8365461826324463,
1449
+ "eval_loss": 0.4348722994327545,
1450
+ "eval_runtime": 3.765,
1451
+ "eval_samples_per_second": 661.356,
1452
+ "eval_steps_per_second": 82.869,
1453
  "step": 98176
1454
  },
1455
  {
1456
  "epoch": 8.026401564537158,
1457
+ "grad_norm": 3.3217365741729736,
1458
  "learning_rate": 5.920795306388526e-05,
1459
+ "loss": 0.4183,
1460
  "step": 98500
1461
  },
1462
  {
1463
  "epoch": 8.067144719687093,
1464
+ "grad_norm": 2.7104313373565674,
1465
  "learning_rate": 5.798565840938721e-05,
1466
+ "loss": 0.4115,
1467
  "step": 99000
1468
  },
1469
  {
1470
  "epoch": 8.107887874837028,
1471
+ "grad_norm": 1.903761386871338,
1472
  "learning_rate": 5.676336375488918e-05,
1473
+ "loss": 0.4142,
1474
  "step": 99500
1475
  },
1476
  {
1477
  "epoch": 8.148631029986962,
1478
+ "grad_norm": 3.378157615661621,
1479
  "learning_rate": 5.554106910039113e-05,
1480
+ "loss": 0.4248,
1481
  "step": 100000
1482
  },
1483
  {
1484
  "epoch": 8.189374185136897,
1485
+ "grad_norm": 2.3883683681488037,
1486
  "learning_rate": 5.4318774445893086e-05,
1487
+ "loss": 0.4153,
1488
  "step": 100500
1489
  },
1490
  {
1491
  "epoch": 8.230117340286832,
1492
+ "grad_norm": 3.1941487789154053,
1493
  "learning_rate": 5.309647979139504e-05,
1494
+ "loss": 0.4202,
1495
  "step": 101000
1496
  },
1497
  {
1498
  "epoch": 8.270860495436766,
1499
+ "grad_norm": 2.556144952774048,
1500
  "learning_rate": 5.1874185136897e-05,
1501
+ "loss": 0.4212,
1502
  "step": 101500
1503
  },
1504
  {
1505
  "epoch": 8.3116036505867,
1506
+ "grad_norm": 2.3176252841949463,
1507
  "learning_rate": 5.065189048239895e-05,
1508
+ "loss": 0.4153,
1509
  "step": 102000
1510
  },
1511
  {
1512
  "epoch": 8.352346805736635,
1513
+ "grad_norm": 2.065124750137329,
1514
  "learning_rate": 4.942959582790091e-05,
1515
+ "loss": 0.4213,
1516
  "step": 102500
1517
  },
1518
  {
1519
  "epoch": 8.393089960886572,
1520
+ "grad_norm": 2.1476380825042725,
1521
  "learning_rate": 4.820730117340286e-05,
1522
+ "loss": 0.4282,
1523
  "step": 103000
1524
  },
1525
  {
1526
  "epoch": 8.433833116036507,
1527
+ "grad_norm": 2.8716719150543213,
1528
  "learning_rate": 4.698500651890482e-05,
1529
+ "loss": 0.4185,
1530
  "step": 103500
1531
  },
1532
  {
1533
  "epoch": 8.474576271186441,
1534
+ "grad_norm": 2.4064836502075195,
1535
  "learning_rate": 4.576271186440678e-05,
1536
+ "loss": 0.4197,
1537
  "step": 104000
1538
  },
1539
  {
1540
  "epoch": 8.515319426336376,
1541
+ "grad_norm": 2.5717904567718506,
1542
  "learning_rate": 4.4540417209908735e-05,
1543
+ "loss": 0.4259,
1544
  "step": 104500
1545
  },
1546
  {
1547
  "epoch": 8.55606258148631,
1548
+ "grad_norm": 3.6525187492370605,
1549
  "learning_rate": 4.3318122555410686e-05,
1550
+ "loss": 0.4256,
1551
  "step": 105000
1552
  },
1553
  {
1554
  "epoch": 8.596805736636245,
1555
+ "grad_norm": 2.679851531982422,
1556
  "learning_rate": 4.2095827900912643e-05,
1557
+ "loss": 0.4168,
1558
  "step": 105500
1559
  },
1560
  {
1561
  "epoch": 8.63754889178618,
1562
+ "grad_norm": 2.0390915870666504,
1563
  "learning_rate": 4.08735332464146e-05,
1564
+ "loss": 0.4158,
1565
  "step": 106000
1566
  },
1567
  {
1568
  "epoch": 8.678292046936114,
1569
+ "grad_norm": 3.6200144290924072,
1570
  "learning_rate": 3.965123859191656e-05,
1571
+ "loss": 0.426,
1572
  "step": 106500
1573
  },
1574
  {
1575
  "epoch": 8.719035202086049,
1576
+ "grad_norm": 2.4385690689086914,
1577
  "learning_rate": 3.842894393741851e-05,
1578
+ "loss": 0.4243,
1579
  "step": 107000
1580
  },
1581
  {
1582
  "epoch": 8.759778357235984,
1583
+ "grad_norm": 3.2193117141723633,
1584
  "learning_rate": 3.720664928292047e-05,
1585
+ "loss": 0.4155,
1586
  "step": 107500
1587
  },
1588
  {
1589
  "epoch": 8.800521512385918,
1590
+ "grad_norm": 3.227754831314087,
1591
  "learning_rate": 3.5984354628422425e-05,
1592
+ "loss": 0.4224,
1593
  "step": 108000
1594
  },
1595
  {
1596
  "epoch": 8.841264667535853,
1597
+ "grad_norm": 1.8869520425796509,
1598
  "learning_rate": 3.4762059973924376e-05,
1599
+ "loss": 0.4178,
1600
  "step": 108500
1601
  },
1602
  {
1603
  "epoch": 8.88200782268579,
1604
+ "grad_norm": 3.0674214363098145,
1605
  "learning_rate": 3.3539765319426334e-05,
1606
+ "loss": 0.4216,
1607
  "step": 109000
1608
  },
1609
  {
1610
  "epoch": 8.922750977835724,
1611
+ "grad_norm": 2.215930461883545,
1612
  "learning_rate": 3.2317470664928285e-05,
1613
+ "loss": 0.4205,
1614
  "step": 109500
1615
  },
1616
  {
1617
  "epoch": 8.963494132985659,
1618
+ "grad_norm": 3.146869421005249,
1619
  "learning_rate": 3.109517601043025e-05,
1620
+ "loss": 0.4236,
1621
  "step": 110000
1622
  },
1623
  {
1624
  "epoch": 9.0,
1625
  "eval_accuracy": 0.8373494148254395,
1626
+ "eval_loss": 0.43542519211769104,
1627
+ "eval_runtime": 3.7784,
1628
+ "eval_samples_per_second": 659.012,
1629
+ "eval_steps_per_second": 82.575,
1630
  "step": 110448
1631
  },
1632
  {
1633
  "epoch": 9.004237288135593,
1634
+ "grad_norm": 1.5620496273040771,
1635
  "learning_rate": 2.98728813559322e-05,
1636
+ "loss": 0.4145,
1637
  "step": 110500
1638
  },
1639
  {
1640
  "epoch": 9.044980443285528,
1641
+ "grad_norm": 1.8520050048828125,
1642
  "learning_rate": 2.8650586701434158e-05,
1643
+ "loss": 0.4108,
1644
  "step": 111000
1645
  },
1646
  {
1647
  "epoch": 9.085723598435463,
1648
+ "grad_norm": 3.6136269569396973,
1649
  "learning_rate": 2.7428292046936113e-05,
1650
+ "loss": 0.4061,
1651
  "step": 111500
1652
  },
1653
  {
1654
  "epoch": 9.126466753585397,
1655
+ "grad_norm": 1.7939780950546265,
1656
  "learning_rate": 2.6205997392438067e-05,
1657
+ "loss": 0.4247,
1658
  "step": 112000
1659
  },
1660
  {
1661
  "epoch": 9.167209908735332,
1662
+ "grad_norm": 1.5612313747406006,
1663
  "learning_rate": 2.4983702737940025e-05,
1664
+ "loss": 0.4174,
1665
  "step": 112500
1666
  },
1667
  {
1668
  "epoch": 9.207953063885267,
1669
+ "grad_norm": 2.204183340072632,
1670
  "learning_rate": 2.376140808344198e-05,
1671
+ "loss": 0.4185,
1672
  "step": 113000
1673
  },
1674
  {
1675
  "epoch": 9.248696219035201,
1676
+ "grad_norm": 3.115217447280884,
1677
  "learning_rate": 2.2539113428943937e-05,
1678
+ "loss": 0.4106,
1679
  "step": 113500
1680
  },
1681
  {
1682
  "epoch": 9.289439374185136,
1683
+ "grad_norm": 2.998296022415161,
1684
  "learning_rate": 2.131681877444589e-05,
1685
+ "loss": 0.4193,
1686
  "step": 114000
1687
  },
1688
  {
1689
  "epoch": 9.330182529335072,
1690
+ "grad_norm": 2.2693541049957275,
1691
  "learning_rate": 2.009452411994785e-05,
1692
+ "loss": 0.4196,
1693
  "step": 114500
1694
  },
1695
  {
1696
  "epoch": 9.370925684485007,
1697
+ "grad_norm": 1.6824918985366821,
1698
  "learning_rate": 1.8872229465449803e-05,
1699
+ "loss": 0.4116,
1700
  "step": 115000
1701
  },
1702
  {
1703
  "epoch": 9.411668839634942,
1704
+ "grad_norm": 3.1412432193756104,
1705
  "learning_rate": 1.7649934810951758e-05,
1706
+ "loss": 0.4139,
1707
  "step": 115500
1708
  },
1709
  {
1710
  "epoch": 9.452411994784876,
1711
+ "grad_norm": 1.6451703310012817,
1712
  "learning_rate": 1.6427640156453715e-05,
1713
+ "loss": 0.4155,
1714
  "step": 116000
1715
  },
1716
  {
1717
  "epoch": 9.493155149934811,
1718
+ "grad_norm": 2.260284900665283,
1719
  "learning_rate": 1.520534550195567e-05,
1720
+ "loss": 0.4231,
1721
  "step": 116500
1722
  },
1723
  {
1724
  "epoch": 9.533898305084746,
1725
+ "grad_norm": 2.125267505645752,
1726
  "learning_rate": 1.3983050847457626e-05,
1727
+ "loss": 0.4216,
1728
  "step": 117000
1729
  },
1730
  {
1731
  "epoch": 9.57464146023468,
1732
+ "grad_norm": 2.3000893592834473,
1733
  "learning_rate": 1.2760756192959582e-05,
1734
+ "loss": 0.4078,
1735
  "step": 117500
1736
  },
1737
  {
1738
  "epoch": 9.615384615384615,
1739
+ "grad_norm": 2.3258585929870605,
1740
  "learning_rate": 1.1538461538461538e-05,
1741
+ "loss": 0.4133,
1742
  "step": 118000
1743
  },
1744
  {
1745
  "epoch": 9.65612777053455,
1746
+ "grad_norm": 3.550931692123413,
1747
  "learning_rate": 1.0316166883963494e-05,
1748
+ "loss": 0.4075,
1749
  "step": 118500
1750
  },
1751
  {
1752
  "epoch": 9.696870925684484,
1753
+ "grad_norm": 3.0916647911071777,
1754
  "learning_rate": 9.093872229465448e-06,
1755
+ "loss": 0.4166,
1756
  "step": 119000
1757
  },
1758
  {
1759
  "epoch": 9.737614080834419,
1760
+ "grad_norm": 2.898163318634033,
1761
  "learning_rate": 7.871577574967404e-06,
1762
+ "loss": 0.4154,
1763
  "step": 119500
1764
  },
1765
  {
1766
  "epoch": 9.778357235984355,
1767
+ "grad_norm": 1.945553183555603,
1768
  "learning_rate": 6.649282920469361e-06,
1769
+ "loss": 0.4063,
1770
  "step": 120000
1771
  },
1772
  {
1773
  "epoch": 9.81910039113429,
1774
+ "grad_norm": 2.7394824028015137,
1775
  "learning_rate": 5.426988265971316e-06,
1776
+ "loss": 0.4084,
1777
  "step": 120500
1778
  },
1779
  {
1780
  "epoch": 9.859843546284225,
1781
+ "grad_norm": 2.676351547241211,
1782
  "learning_rate": 4.2046936114732716e-06,
1783
+ "loss": 0.4178,
1784
  "step": 121000
1785
  },
1786
  {
1787
  "epoch": 9.90058670143416,
1788
+ "grad_norm": 2.577317237854004,
1789
  "learning_rate": 2.982398956975228e-06,
1790
+ "loss": 0.4139,
1791
  "step": 121500
1792
  },
1793
  {
1794
  "epoch": 9.941329856584094,
1795
+ "grad_norm": 4.512514114379883,
1796
  "learning_rate": 1.7601043024771837e-06,
1797
+ "loss": 0.4115,
1798
  "step": 122000
1799
  },
1800
  {
1801
  "epoch": 9.982073011734029,
1802
+ "grad_norm": 2.307258129119873,
1803
  "learning_rate": 5.378096479791394e-07,
1804
+ "loss": 0.4151,
1805
  "step": 122500
1806
  },
1807
  {
1808
  "epoch": 10.0,
1809
+ "eval_accuracy": 0.8361445665359497,
1810
+ "eval_loss": 0.4362991154193878,
1811
+ "eval_runtime": 3.7734,
1812
+ "eval_samples_per_second": 659.887,
1813
+ "eval_steps_per_second": 82.685,
1814
  "step": 122720
1815
  },
1816
  {
1817
  "epoch": 10.0,
1818
  "step": 122720,
1819
+ "total_flos": 2.6143616931499008e+17,
1820
+ "train_loss": 0.4748868410093066,
1821
+ "train_runtime": 8727.3231,
1822
+ "train_samples_per_second": 449.968,
1823
+ "train_steps_per_second": 14.062
1824
  }
1825
  ],
1826
  "logging_steps": 500,
 
1840
  "attributes": {}
1841
  }
1842
  },
1843
+ "total_flos": 2.6143616931499008e+17,
1844
  "train_batch_size": 32,
1845
  "trial_name": null,
1846
  "trial_params": null