wcyat commited on
Commit
c084eca
·
verified ·
1 Parent(s): aa127f7

Training in progress, step 500, checkpoint

Browse files
last-checkpoint/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2c9034410e5c44ae53ee39943d0d46a588b2f8308dbacb9dc41c0c51a0d39ce8
3
  size 1304192904
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ea69c0b38350140bde6045847eb3aca83bc4627c14f15f7070c9ce872395853
3
  size 1304192904
last-checkpoint/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8e79b61a658f2496e97786f7ae65fbc66307dd72333e9bca0e4fa1586b41d49d
3
  size 2608620781
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:549062bd70f44cd72a6e19af8c66126dbfad4947544c75c576ccc4ad90e84829
3
  size 2608620781
last-checkpoint/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:14adbcbce1223b5a099a3709608bcf53afc941da0b326e5ac06d6eb4ace007ac
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:90887233ddb5f52291b6e282e00383caf7e27642579529b0c9362e1fd1793cd4
3
  size 14244
last-checkpoint/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4998ff19bc2a57fe43e2a9357966a972f204d14870a58bd87d2ccd74bb06708a
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7d2328d0ebba1a4f73f30ce024a73fa11c5a0fee7ecde6e6f0d609cf0ddc5dcd
3
  size 1064
last-checkpoint/trainer_state.json CHANGED
@@ -1,1312 +1,416 @@
1
  {
2
- "best_metric": 0.28794920444488525,
3
- "best_model_checkpoint": "./results/checkpoint-1580",
4
- "epoch": 5.0,
5
  "eval_steps": 20,
6
- "global_step": 1630,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
- "epoch": 0.06134969325153374,
13
- "grad_norm": 19.388469696044922,
14
- "learning_rate": 1.9754601226993868e-05,
15
- "loss": 0.6203,
16
  "step": 20
17
  },
18
  {
19
- "epoch": 0.06134969325153374,
20
- "eval_accuracy": 0.8266666666666667,
21
- "eval_loss": 0.41478750109672546,
22
- "eval_runtime": 14.6221,
23
- "eval_samples_per_second": 10.258,
24
  "eval_steps_per_second": 2.599,
25
  "step": 20
26
  },
27
  {
28
- "epoch": 0.12269938650306748,
29
- "grad_norm": 0.11853759735822678,
30
- "learning_rate": 1.9509202453987733e-05,
31
- "loss": 0.3246,
32
  "step": 40
33
  },
34
  {
35
- "epoch": 0.12269938650306748,
36
- "eval_accuracy": 0.8,
37
- "eval_loss": 0.8804938793182373,
38
- "eval_runtime": 13.7109,
39
- "eval_samples_per_second": 10.94,
40
- "eval_steps_per_second": 2.772,
41
  "step": 40
42
  },
43
  {
44
- "epoch": 0.18404907975460122,
45
- "grad_norm": 4.925828456878662,
46
- "learning_rate": 1.9263803680981596e-05,
47
- "loss": 0.5453,
48
  "step": 60
49
  },
50
  {
51
- "epoch": 0.18404907975460122,
52
- "eval_accuracy": 0.8666666666666667,
53
- "eval_loss": 0.3734719455242157,
54
- "eval_runtime": 14.0469,
55
- "eval_samples_per_second": 10.679,
56
- "eval_steps_per_second": 2.705,
57
  "step": 60
58
  },
59
  {
60
- "epoch": 0.24539877300613497,
61
- "grad_norm": 26.985097885131836,
62
- "learning_rate": 1.9018404907975462e-05,
63
- "loss": 0.4513,
64
  "step": 80
65
  },
66
  {
67
- "epoch": 0.24539877300613497,
68
- "eval_accuracy": 0.8866666666666667,
69
- "eval_loss": 0.4391363561153412,
70
- "eval_runtime": 13.908,
71
- "eval_samples_per_second": 10.785,
72
- "eval_steps_per_second": 2.732,
73
  "step": 80
74
  },
75
  {
76
- "epoch": 0.3067484662576687,
77
- "grad_norm": 20.28040313720703,
78
- "learning_rate": 1.8773006134969328e-05,
79
- "loss": 0.7729,
80
  "step": 100
81
  },
82
  {
83
- "epoch": 0.3067484662576687,
84
- "eval_accuracy": 0.82,
85
- "eval_loss": 0.4406740367412567,
86
- "eval_runtime": 13.9693,
87
- "eval_samples_per_second": 10.738,
88
- "eval_steps_per_second": 2.72,
89
  "step": 100
90
  },
91
  {
92
- "epoch": 0.36809815950920244,
93
- "grad_norm": 4.190227508544922,
94
- "learning_rate": 1.852760736196319e-05,
95
- "loss": 0.5867,
96
  "step": 120
97
  },
98
  {
99
- "epoch": 0.36809815950920244,
100
- "eval_accuracy": 0.8466666666666667,
101
- "eval_loss": 0.4012812077999115,
102
- "eval_runtime": 14.0243,
103
- "eval_samples_per_second": 10.696,
104
- "eval_steps_per_second": 2.71,
105
  "step": 120
106
  },
107
  {
108
- "epoch": 0.4294478527607362,
109
- "grad_norm": 30.759397506713867,
110
- "learning_rate": 1.828220858895706e-05,
111
- "loss": 0.4073,
112
  "step": 140
113
  },
114
  {
115
- "epoch": 0.4294478527607362,
116
- "eval_accuracy": 0.86,
117
- "eval_loss": 0.5396913886070251,
118
- "eval_runtime": 14.0011,
119
- "eval_samples_per_second": 10.713,
120
- "eval_steps_per_second": 2.714,
121
  "step": 140
122
  },
123
  {
124
- "epoch": 0.49079754601226994,
125
- "grad_norm": 0.0347176231443882,
126
- "learning_rate": 1.8036809815950922e-05,
127
- "loss": 0.1883,
128
  "step": 160
129
  },
130
  {
131
- "epoch": 0.49079754601226994,
132
- "eval_accuracy": 0.8666666666666667,
133
- "eval_loss": 0.7619786262512207,
134
- "eval_runtime": 13.9621,
135
- "eval_samples_per_second": 10.743,
136
- "eval_steps_per_second": 2.722,
137
  "step": 160
138
  },
139
  {
140
- "epoch": 0.5521472392638037,
141
- "grad_norm": 21.25457000732422,
142
- "learning_rate": 1.7791411042944788e-05,
143
- "loss": 0.4166,
144
  "step": 180
145
  },
146
  {
147
- "epoch": 0.5521472392638037,
148
- "eval_accuracy": 0.8933333333333333,
149
- "eval_loss": 0.6516555547714233,
150
- "eval_runtime": 13.9236,
151
- "eval_samples_per_second": 10.773,
152
- "eval_steps_per_second": 2.729,
153
  "step": 180
154
  },
155
  {
156
- "epoch": 0.6134969325153374,
157
- "grad_norm": 58.568397521972656,
158
- "learning_rate": 1.7546012269938654e-05,
159
- "loss": 0.4672,
160
  "step": 200
161
  },
162
  {
163
- "epoch": 0.6134969325153374,
164
- "eval_accuracy": 0.88,
165
- "eval_loss": 0.6162886619567871,
166
- "eval_runtime": 13.8921,
167
- "eval_samples_per_second": 10.798,
168
- "eval_steps_per_second": 2.735,
169
  "step": 200
170
  },
171
  {
172
- "epoch": 0.6748466257668712,
173
- "grad_norm": 10.332137107849121,
174
- "learning_rate": 1.7300613496932516e-05,
175
- "loss": 0.6858,
176
  "step": 220
177
  },
178
  {
179
- "epoch": 0.6748466257668712,
180
- "eval_accuracy": 0.8666666666666667,
181
- "eval_loss": 0.34837964177131653,
182
- "eval_runtime": 13.9136,
183
- "eval_samples_per_second": 10.781,
184
- "eval_steps_per_second": 2.731,
185
  "step": 220
186
  },
187
  {
188
- "epoch": 0.7361963190184049,
189
- "grad_norm": 9.148821830749512,
190
- "learning_rate": 1.7055214723926382e-05,
191
- "loss": 0.335,
192
  "step": 240
193
  },
194
  {
195
- "epoch": 0.7361963190184049,
196
- "eval_accuracy": 0.8533333333333334,
197
- "eval_loss": 0.6031299829483032,
198
- "eval_runtime": 13.8966,
199
- "eval_samples_per_second": 10.794,
200
- "eval_steps_per_second": 2.734,
201
  "step": 240
202
  },
203
  {
204
- "epoch": 0.7975460122699386,
205
- "grad_norm": 89.65196990966797,
206
- "learning_rate": 1.6809815950920248e-05,
207
- "loss": 0.4525,
208
  "step": 260
209
  },
210
  {
211
- "epoch": 0.7975460122699386,
212
- "eval_accuracy": 0.82,
213
- "eval_loss": 0.6940794587135315,
214
- "eval_runtime": 13.9694,
215
- "eval_samples_per_second": 10.738,
216
- "eval_steps_per_second": 2.72,
217
  "step": 260
218
  },
219
  {
220
- "epoch": 0.8588957055214724,
221
- "grad_norm": 0.10030411928892136,
222
- "learning_rate": 1.656441717791411e-05,
223
- "loss": 0.2385,
224
  "step": 280
225
  },
226
  {
227
- "epoch": 0.8588957055214724,
228
- "eval_accuracy": 0.88,
229
- "eval_loss": 0.5617706179618835,
230
- "eval_runtime": 13.903,
231
- "eval_samples_per_second": 10.789,
232
- "eval_steps_per_second": 2.733,
233
  "step": 280
234
  },
235
  {
236
- "epoch": 0.9202453987730062,
237
- "grad_norm": 30.757007598876953,
238
- "learning_rate": 1.6319018404907976e-05,
239
- "loss": 0.4256,
240
  "step": 300
241
  },
242
  {
243
- "epoch": 0.9202453987730062,
244
- "eval_accuracy": 0.88,
245
- "eval_loss": 0.5899408459663391,
246
- "eval_runtime": 13.9176,
247
- "eval_samples_per_second": 10.778,
248
- "eval_steps_per_second": 2.73,
249
  "step": 300
250
  },
251
  {
252
- "epoch": 0.9815950920245399,
253
- "grad_norm": 0.14852426946163177,
254
- "learning_rate": 1.6073619631901842e-05,
255
- "loss": 0.4934,
256
  "step": 320
257
  },
258
  {
259
- "epoch": 0.9815950920245399,
260
- "eval_accuracy": 0.9,
261
- "eval_loss": 0.32885366678237915,
262
- "eval_runtime": 13.8601,
263
- "eval_samples_per_second": 10.822,
264
- "eval_steps_per_second": 2.742,
265
  "step": 320
266
  },
267
  {
268
- "epoch": 1.0429447852760736,
269
- "grad_norm": 0.03950159251689911,
270
- "learning_rate": 1.5828220858895708e-05,
271
- "loss": 0.277,
272
  "step": 340
273
  },
274
  {
275
- "epoch": 1.0429447852760736,
276
- "eval_accuracy": 0.88,
277
- "eval_loss": 0.5671255588531494,
278
- "eval_runtime": 13.9952,
279
- "eval_samples_per_second": 10.718,
280
- "eval_steps_per_second": 2.715,
281
  "step": 340
282
  },
283
  {
284
- "epoch": 1.1042944785276074,
285
- "grad_norm": 102.0758056640625,
286
- "learning_rate": 1.5582822085889574e-05,
287
- "loss": 0.5097,
288
  "step": 360
289
  },
290
  {
291
- "epoch": 1.1042944785276074,
292
- "eval_accuracy": 0.88,
293
- "eval_loss": 0.5247181057929993,
294
- "eval_runtime": 13.9127,
295
- "eval_samples_per_second": 10.782,
296
- "eval_steps_per_second": 2.731,
297
  "step": 360
298
  },
299
  {
300
- "epoch": 1.165644171779141,
301
- "grad_norm": 66.37150573730469,
302
- "learning_rate": 1.5337423312883436e-05,
303
- "loss": 0.105,
304
  "step": 380
305
  },
306
  {
307
- "epoch": 1.165644171779141,
308
- "eval_accuracy": 0.9,
309
- "eval_loss": 0.4810061752796173,
310
- "eval_runtime": 13.9613,
311
- "eval_samples_per_second": 10.744,
312
- "eval_steps_per_second": 2.722,
313
  "step": 380
314
  },
315
  {
316
- "epoch": 1.2269938650306749,
317
- "grad_norm": 0.07957366853952408,
318
- "learning_rate": 1.50920245398773e-05,
319
- "loss": 0.3976,
320
  "step": 400
321
  },
322
  {
323
- "epoch": 1.2269938650306749,
324
- "eval_accuracy": 0.8933333333333333,
325
- "eval_loss": 0.4561574161052704,
326
- "eval_runtime": 13.9722,
327
- "eval_samples_per_second": 10.736,
328
- "eval_steps_per_second": 2.72,
329
  "step": 400
330
  },
331
  {
332
- "epoch": 1.2883435582822087,
333
- "grad_norm": 0.059787213802337646,
334
- "learning_rate": 1.4846625766871168e-05,
335
- "loss": 0.3506,
336
  "step": 420
337
  },
338
  {
339
- "epoch": 1.2883435582822087,
340
- "eval_accuracy": 0.8866666666666667,
341
- "eval_loss": 0.39426499605178833,
342
- "eval_runtime": 13.8699,
343
- "eval_samples_per_second": 10.815,
344
- "eval_steps_per_second": 2.74,
345
  "step": 420
346
  },
347
  {
348
- "epoch": 1.3496932515337423,
349
- "grad_norm": 71.3404769897461,
350
- "learning_rate": 1.4601226993865032e-05,
351
- "loss": 0.2057,
352
  "step": 440
353
  },
354
  {
355
- "epoch": 1.3496932515337423,
356
- "eval_accuracy": 0.8933333333333333,
357
- "eval_loss": 0.4943837523460388,
358
- "eval_runtime": 13.9123,
359
- "eval_samples_per_second": 10.782,
360
- "eval_steps_per_second": 2.731,
361
  "step": 440
362
  },
363
  {
364
- "epoch": 1.4110429447852761,
365
- "grad_norm": 33.41196823120117,
366
- "learning_rate": 1.4355828220858897e-05,
367
- "loss": 0.2788,
368
  "step": 460
369
  },
370
  {
371
- "epoch": 1.4110429447852761,
372
- "eval_accuracy": 0.9,
373
- "eval_loss": 0.47179239988327026,
374
- "eval_runtime": 13.9654,
375
- "eval_samples_per_second": 10.741,
376
- "eval_steps_per_second": 2.721,
377
  "step": 460
378
  },
379
  {
380
- "epoch": 1.4723926380368098,
381
- "grad_norm": 0.22530166804790497,
382
- "learning_rate": 1.4110429447852763e-05,
383
- "loss": 0.4049,
384
  "step": 480
385
  },
386
  {
387
- "epoch": 1.4723926380368098,
388
- "eval_accuracy": 0.88,
389
- "eval_loss": 0.5067029595375061,
390
- "eval_runtime": 13.9898,
391
- "eval_samples_per_second": 10.722,
392
- "eval_steps_per_second": 2.716,
393
  "step": 480
394
  },
395
  {
396
- "epoch": 1.5337423312883436,
397
- "grad_norm": 0.0230709258466959,
398
- "learning_rate": 1.3865030674846627e-05,
399
- "loss": 0.415,
400
  "step": 500
401
  },
402
  {
403
- "epoch": 1.5337423312883436,
404
- "eval_accuracy": 0.9,
405
- "eval_loss": 0.43952545523643494,
406
- "eval_runtime": 13.9297,
407
- "eval_samples_per_second": 10.768,
408
- "eval_steps_per_second": 2.728,
409
  "step": 500
410
- },
411
- {
412
- "epoch": 1.5950920245398774,
413
- "grad_norm": 0.12642166018486023,
414
- "learning_rate": 1.3619631901840491e-05,
415
- "loss": 0.3565,
416
- "step": 520
417
- },
418
- {
419
- "epoch": 1.5950920245398774,
420
- "eval_accuracy": 0.9,
421
- "eval_loss": 0.36820870637893677,
422
- "eval_runtime": 14.3754,
423
- "eval_samples_per_second": 10.434,
424
- "eval_steps_per_second": 2.643,
425
- "step": 520
426
- },
427
- {
428
- "epoch": 1.656441717791411,
429
- "grad_norm": 3.1343636512756348,
430
- "learning_rate": 1.3374233128834357e-05,
431
- "loss": 0.3111,
432
- "step": 540
433
- },
434
- {
435
- "epoch": 1.656441717791411,
436
- "eval_accuracy": 0.9,
437
- "eval_loss": 0.32980188727378845,
438
- "eval_runtime": 14.0656,
439
- "eval_samples_per_second": 10.664,
440
- "eval_steps_per_second": 2.702,
441
- "step": 540
442
- },
443
- {
444
- "epoch": 1.7177914110429446,
445
- "grad_norm": 0.2962506115436554,
446
- "learning_rate": 1.3128834355828221e-05,
447
- "loss": 0.4191,
448
- "step": 560
449
- },
450
- {
451
- "epoch": 1.7177914110429446,
452
- "eval_accuracy": 0.8733333333333333,
453
- "eval_loss": 0.4493354856967926,
454
- "eval_runtime": 14.0611,
455
- "eval_samples_per_second": 10.668,
456
- "eval_steps_per_second": 2.702,
457
- "step": 560
458
- },
459
- {
460
- "epoch": 1.7791411042944785,
461
- "grad_norm": 0.14546217024326324,
462
- "learning_rate": 1.2883435582822085e-05,
463
- "loss": 0.2731,
464
- "step": 580
465
- },
466
- {
467
- "epoch": 1.7791411042944785,
468
- "eval_accuracy": 0.9066666666666666,
469
- "eval_loss": 0.3831864297389984,
470
- "eval_runtime": 13.9539,
471
- "eval_samples_per_second": 10.75,
472
- "eval_steps_per_second": 2.723,
473
- "step": 580
474
- },
475
- {
476
- "epoch": 1.8404907975460123,
477
- "grad_norm": 0.022235451266169548,
478
- "learning_rate": 1.2638036809815953e-05,
479
- "loss": 0.1803,
480
- "step": 600
481
- },
482
- {
483
- "epoch": 1.8404907975460123,
484
- "eval_accuracy": 0.8933333333333333,
485
- "eval_loss": 0.4403243958950043,
486
- "eval_runtime": 13.8915,
487
- "eval_samples_per_second": 10.798,
488
- "eval_steps_per_second": 2.735,
489
- "step": 600
490
- },
491
- {
492
- "epoch": 1.9018404907975461,
493
- "grad_norm": 0.10121641308069229,
494
- "learning_rate": 1.2392638036809817e-05,
495
- "loss": 0.4462,
496
- "step": 620
497
- },
498
- {
499
- "epoch": 1.9018404907975461,
500
- "eval_accuracy": 0.9066666666666666,
501
- "eval_loss": 0.38436785340309143,
502
- "eval_runtime": 14.0,
503
- "eval_samples_per_second": 10.714,
504
- "eval_steps_per_second": 2.714,
505
- "step": 620
506
- },
507
- {
508
- "epoch": 1.9631901840490797,
509
- "grad_norm": 0.05252746492624283,
510
- "learning_rate": 1.2147239263803683e-05,
511
- "loss": 0.0025,
512
- "step": 640
513
- },
514
- {
515
- "epoch": 1.9631901840490797,
516
- "eval_accuracy": 0.9066666666666666,
517
- "eval_loss": 0.4562518894672394,
518
- "eval_runtime": 13.9613,
519
- "eval_samples_per_second": 10.744,
520
- "eval_steps_per_second": 2.722,
521
- "step": 640
522
- },
523
- {
524
- "epoch": 2.0245398773006134,
525
- "grad_norm": 0.007440468296408653,
526
- "learning_rate": 1.1901840490797547e-05,
527
- "loss": 0.1574,
528
- "step": 660
529
- },
530
- {
531
- "epoch": 2.0245398773006134,
532
- "eval_accuracy": 0.8933333333333333,
533
- "eval_loss": 0.5508309006690979,
534
- "eval_runtime": 13.9141,
535
- "eval_samples_per_second": 10.78,
536
- "eval_steps_per_second": 2.731,
537
- "step": 660
538
- },
539
- {
540
- "epoch": 2.085889570552147,
541
- "grad_norm": 0.11675461381673813,
542
- "learning_rate": 1.1656441717791411e-05,
543
- "loss": 0.0927,
544
- "step": 680
545
- },
546
- {
547
- "epoch": 2.085889570552147,
548
- "eval_accuracy": 0.9066666666666666,
549
- "eval_loss": 0.5528630018234253,
550
- "eval_runtime": 13.8779,
551
- "eval_samples_per_second": 10.809,
552
- "eval_steps_per_second": 2.738,
553
- "step": 680
554
- },
555
- {
556
- "epoch": 2.147239263803681,
557
- "grad_norm": 185.11602783203125,
558
- "learning_rate": 1.1411042944785277e-05,
559
- "loss": 0.184,
560
- "step": 700
561
- },
562
- {
563
- "epoch": 2.147239263803681,
564
- "eval_accuracy": 0.9,
565
- "eval_loss": 0.5161141753196716,
566
- "eval_runtime": 13.8694,
567
- "eval_samples_per_second": 10.815,
568
- "eval_steps_per_second": 2.74,
569
- "step": 700
570
- },
571
- {
572
- "epoch": 2.208588957055215,
573
- "grad_norm": 110.4225082397461,
574
- "learning_rate": 1.1165644171779141e-05,
575
- "loss": 0.2446,
576
- "step": 720
577
- },
578
- {
579
- "epoch": 2.208588957055215,
580
- "eval_accuracy": 0.8933333333333333,
581
- "eval_loss": 0.5063968896865845,
582
- "eval_runtime": 13.9289,
583
- "eval_samples_per_second": 10.769,
584
- "eval_steps_per_second": 2.728,
585
- "step": 720
586
- },
587
- {
588
- "epoch": 2.2699386503067487,
589
- "grad_norm": 1.8425345420837402,
590
- "learning_rate": 1.0920245398773005e-05,
591
- "loss": 0.2498,
592
- "step": 740
593
- },
594
- {
595
- "epoch": 2.2699386503067487,
596
- "eval_accuracy": 0.92,
597
- "eval_loss": 0.40342533588409424,
598
- "eval_runtime": 13.923,
599
- "eval_samples_per_second": 10.774,
600
- "eval_steps_per_second": 2.729,
601
- "step": 740
602
- },
603
- {
604
- "epoch": 2.331288343558282,
605
- "grad_norm": 1.4138000011444092,
606
- "learning_rate": 1.0674846625766873e-05,
607
- "loss": 0.2217,
608
- "step": 760
609
- },
610
- {
611
- "epoch": 2.331288343558282,
612
- "eval_accuracy": 0.8733333333333333,
613
- "eval_loss": 0.5094826221466064,
614
- "eval_runtime": 13.9433,
615
- "eval_samples_per_second": 10.758,
616
- "eval_steps_per_second": 2.725,
617
- "step": 760
618
- },
619
- {
620
- "epoch": 2.392638036809816,
621
- "grad_norm": 0.02712080627679825,
622
- "learning_rate": 1.0429447852760737e-05,
623
- "loss": 0.2938,
624
- "step": 780
625
- },
626
- {
627
- "epoch": 2.392638036809816,
628
- "eval_accuracy": 0.9066666666666666,
629
- "eval_loss": 0.37535837292671204,
630
- "eval_runtime": 13.9067,
631
- "eval_samples_per_second": 10.786,
632
- "eval_steps_per_second": 2.732,
633
- "step": 780
634
- },
635
- {
636
- "epoch": 2.4539877300613497,
637
- "grad_norm": 10.157035827636719,
638
- "learning_rate": 1.0184049079754601e-05,
639
- "loss": 0.109,
640
- "step": 800
641
- },
642
- {
643
- "epoch": 2.4539877300613497,
644
- "eval_accuracy": 0.8933333333333333,
645
- "eval_loss": 0.4770869314670563,
646
- "eval_runtime": 13.9502,
647
- "eval_samples_per_second": 10.753,
648
- "eval_steps_per_second": 2.724,
649
- "step": 800
650
- },
651
- {
652
- "epoch": 2.5153374233128836,
653
- "grad_norm": 0.006353612057864666,
654
- "learning_rate": 9.938650306748467e-06,
655
- "loss": 0.0282,
656
- "step": 820
657
- },
658
- {
659
- "epoch": 2.5153374233128836,
660
- "eval_accuracy": 0.8933333333333333,
661
- "eval_loss": 0.5535228252410889,
662
- "eval_runtime": 13.9084,
663
- "eval_samples_per_second": 10.785,
664
- "eval_steps_per_second": 2.732,
665
- "step": 820
666
- },
667
- {
668
- "epoch": 2.5766871165644174,
669
- "grad_norm": 0.050232015550136566,
670
- "learning_rate": 9.693251533742331e-06,
671
- "loss": 0.2455,
672
- "step": 840
673
- },
674
- {
675
- "epoch": 2.5766871165644174,
676
- "eval_accuracy": 0.9066666666666666,
677
- "eval_loss": 0.42059311270713806,
678
- "eval_runtime": 13.942,
679
- "eval_samples_per_second": 10.759,
680
- "eval_steps_per_second": 2.726,
681
- "step": 840
682
- },
683
- {
684
- "epoch": 2.638036809815951,
685
- "grad_norm": 11.762324333190918,
686
- "learning_rate": 9.447852760736197e-06,
687
- "loss": 0.4728,
688
- "step": 860
689
- },
690
- {
691
- "epoch": 2.638036809815951,
692
- "eval_accuracy": 0.9066666666666666,
693
- "eval_loss": 0.3018172085285187,
694
- "eval_runtime": 13.9449,
695
- "eval_samples_per_second": 10.757,
696
- "eval_steps_per_second": 2.725,
697
- "step": 860
698
- },
699
- {
700
- "epoch": 2.6993865030674846,
701
- "grad_norm": 0.3914521038532257,
702
- "learning_rate": 9.202453987730062e-06,
703
- "loss": 0.1145,
704
- "step": 880
705
- },
706
- {
707
- "epoch": 2.6993865030674846,
708
- "eval_accuracy": 0.9066666666666666,
709
- "eval_loss": 0.30533984303474426,
710
- "eval_runtime": 13.9197,
711
- "eval_samples_per_second": 10.776,
712
- "eval_steps_per_second": 2.73,
713
- "step": 880
714
- },
715
- {
716
- "epoch": 2.7607361963190185,
717
- "grad_norm": 0.5647504329681396,
718
- "learning_rate": 8.957055214723927e-06,
719
- "loss": 0.1045,
720
- "step": 900
721
- },
722
- {
723
- "epoch": 2.7607361963190185,
724
- "eval_accuracy": 0.9066666666666666,
725
- "eval_loss": 0.3431243598461151,
726
- "eval_runtime": 13.8904,
727
- "eval_samples_per_second": 10.799,
728
- "eval_steps_per_second": 2.736,
729
- "step": 900
730
- },
731
- {
732
- "epoch": 2.8220858895705523,
733
- "grad_norm": 156.81553649902344,
734
- "learning_rate": 8.711656441717792e-06,
735
- "loss": 0.2207,
736
- "step": 920
737
- },
738
- {
739
- "epoch": 2.8220858895705523,
740
- "eval_accuracy": 0.86,
741
- "eval_loss": 0.648215651512146,
742
- "eval_runtime": 13.9076,
743
- "eval_samples_per_second": 10.785,
744
- "eval_steps_per_second": 2.732,
745
- "step": 920
746
- },
747
- {
748
- "epoch": 2.883435582822086,
749
- "grad_norm": 0.02706349454820156,
750
- "learning_rate": 8.466257668711658e-06,
751
- "loss": 0.427,
752
- "step": 940
753
- },
754
- {
755
- "epoch": 2.883435582822086,
756
- "eval_accuracy": 0.9133333333333333,
757
- "eval_loss": 0.43959808349609375,
758
- "eval_runtime": 13.9415,
759
- "eval_samples_per_second": 10.759,
760
- "eval_steps_per_second": 2.726,
761
- "step": 940
762
- },
763
- {
764
- "epoch": 2.9447852760736195,
765
- "grad_norm": 61.51915740966797,
766
- "learning_rate": 8.220858895705522e-06,
767
- "loss": 0.1898,
768
- "step": 960
769
- },
770
- {
771
- "epoch": 2.9447852760736195,
772
- "eval_accuracy": 0.92,
773
- "eval_loss": 0.3327239453792572,
774
- "eval_runtime": 13.9378,
775
- "eval_samples_per_second": 10.762,
776
- "eval_steps_per_second": 2.726,
777
- "step": 960
778
- },
779
- {
780
- "epoch": 3.0061349693251533,
781
- "grad_norm": 0.01911596581339836,
782
- "learning_rate": 7.975460122699386e-06,
783
- "loss": 0.0019,
784
- "step": 980
785
- },
786
- {
787
- "epoch": 3.0061349693251533,
788
- "eval_accuracy": 0.92,
789
- "eval_loss": 0.39932945370674133,
790
- "eval_runtime": 13.9414,
791
- "eval_samples_per_second": 10.759,
792
- "eval_steps_per_second": 2.726,
793
- "step": 980
794
- },
795
- {
796
- "epoch": 3.067484662576687,
797
- "grad_norm": 0.016511617228388786,
798
- "learning_rate": 7.730061349693252e-06,
799
- "loss": 0.0842,
800
- "step": 1000
801
- },
802
- {
803
- "epoch": 3.067484662576687,
804
- "eval_accuracy": 0.9266666666666666,
805
- "eval_loss": 0.41659799218177795,
806
- "eval_runtime": 13.9699,
807
- "eval_samples_per_second": 10.737,
808
- "eval_steps_per_second": 2.72,
809
- "step": 1000
810
- },
811
- {
812
- "epoch": 3.128834355828221,
813
- "grad_norm": 0.021293368190526962,
814
- "learning_rate": 7.484662576687118e-06,
815
- "loss": 0.1619,
816
- "step": 1020
817
- },
818
- {
819
- "epoch": 3.128834355828221,
820
- "eval_accuracy": 0.9133333333333333,
821
- "eval_loss": 0.4180934429168701,
822
- "eval_runtime": 14.3308,
823
- "eval_samples_per_second": 10.467,
824
- "eval_steps_per_second": 2.652,
825
- "step": 1020
826
- },
827
- {
828
- "epoch": 3.190184049079755,
829
- "grad_norm": 14.229204177856445,
830
- "learning_rate": 7.239263803680983e-06,
831
- "loss": 0.1849,
832
- "step": 1040
833
- },
834
- {
835
- "epoch": 3.190184049079755,
836
- "eval_accuracy": 0.92,
837
- "eval_loss": 0.47268736362457275,
838
- "eval_runtime": 13.9315,
839
- "eval_samples_per_second": 10.767,
840
- "eval_steps_per_second": 2.728,
841
- "step": 1040
842
- },
843
- {
844
- "epoch": 3.2515337423312882,
845
- "grad_norm": 0.017998775467276573,
846
- "learning_rate": 6.993865030674847e-06,
847
- "loss": 0.1949,
848
- "step": 1060
849
- },
850
- {
851
- "epoch": 3.2515337423312882,
852
- "eval_accuracy": 0.8933333333333333,
853
- "eval_loss": 0.3345566689968109,
854
- "eval_runtime": 14.0413,
855
- "eval_samples_per_second": 10.683,
856
- "eval_steps_per_second": 2.706,
857
- "step": 1060
858
- },
859
- {
860
- "epoch": 3.312883435582822,
861
- "grad_norm": 0.020114585757255554,
862
- "learning_rate": 6.748466257668712e-06,
863
- "loss": 0.1796,
864
- "step": 1080
865
- },
866
- {
867
- "epoch": 3.312883435582822,
868
- "eval_accuracy": 0.9266666666666666,
869
- "eval_loss": 0.3471291661262512,
870
- "eval_runtime": 13.9741,
871
- "eval_samples_per_second": 10.734,
872
- "eval_steps_per_second": 2.719,
873
- "step": 1080
874
- },
875
- {
876
- "epoch": 3.374233128834356,
877
- "grad_norm": 0.013905039988458157,
878
- "learning_rate": 6.503067484662578e-06,
879
- "loss": 0.086,
880
- "step": 1100
881
- },
882
- {
883
- "epoch": 3.374233128834356,
884
- "eval_accuracy": 0.8866666666666667,
885
- "eval_loss": 0.4089130759239197,
886
- "eval_runtime": 13.9473,
887
- "eval_samples_per_second": 10.755,
888
- "eval_steps_per_second": 2.725,
889
- "step": 1100
890
- },
891
- {
892
- "epoch": 3.4355828220858897,
893
- "grad_norm": 0.009700474329292774,
894
- "learning_rate": 6.257668711656443e-06,
895
- "loss": 0.0187,
896
- "step": 1120
897
- },
898
- {
899
- "epoch": 3.4355828220858897,
900
- "eval_accuracy": 0.92,
901
- "eval_loss": 0.3867844045162201,
902
- "eval_runtime": 14.013,
903
- "eval_samples_per_second": 10.704,
904
- "eval_steps_per_second": 2.712,
905
- "step": 1120
906
- },
907
- {
908
- "epoch": 3.4969325153374236,
909
- "grad_norm": 0.003781616687774658,
910
- "learning_rate": 6.012269938650307e-06,
911
- "loss": 0.0768,
912
- "step": 1140
913
- },
914
- {
915
- "epoch": 3.4969325153374236,
916
- "eval_accuracy": 0.9266666666666666,
917
- "eval_loss": 0.4095223546028137,
918
- "eval_runtime": 13.9902,
919
- "eval_samples_per_second": 10.722,
920
- "eval_steps_per_second": 2.716,
921
- "step": 1140
922
- },
923
- {
924
- "epoch": 3.558282208588957,
925
- "grad_norm": 0.21029236912727356,
926
- "learning_rate": 5.766871165644172e-06,
927
- "loss": 0.0008,
928
- "step": 1160
929
- },
930
- {
931
- "epoch": 3.558282208588957,
932
- "eval_accuracy": 0.9066666666666666,
933
- "eval_loss": 0.3779890835285187,
934
- "eval_runtime": 13.9578,
935
- "eval_samples_per_second": 10.747,
936
- "eval_steps_per_second": 2.722,
937
- "step": 1160
938
- },
939
- {
940
- "epoch": 3.6196319018404908,
941
- "grad_norm": 0.032502181828022,
942
- "learning_rate": 5.521472392638038e-06,
943
- "loss": 0.183,
944
- "step": 1180
945
- },
946
- {
947
- "epoch": 3.6196319018404908,
948
- "eval_accuracy": 0.9,
949
- "eval_loss": 0.3827475905418396,
950
- "eval_runtime": 13.933,
951
- "eval_samples_per_second": 10.766,
952
- "eval_steps_per_second": 2.727,
953
- "step": 1180
954
- },
955
- {
956
- "epoch": 3.6809815950920246,
957
- "grad_norm": 0.0289248526096344,
958
- "learning_rate": 5.276073619631902e-06,
959
- "loss": 0.204,
960
- "step": 1200
961
- },
962
- {
963
- "epoch": 3.6809815950920246,
964
- "eval_accuracy": 0.9,
965
- "eval_loss": 0.5132840871810913,
966
- "eval_runtime": 13.9107,
967
- "eval_samples_per_second": 10.783,
968
- "eval_steps_per_second": 2.732,
969
- "step": 1200
970
- },
971
- {
972
- "epoch": 3.7423312883435584,
973
- "grad_norm": 1.0068583488464355,
974
- "learning_rate": 5.030674846625767e-06,
975
- "loss": 0.0758,
976
- "step": 1220
977
- },
978
- {
979
- "epoch": 3.7423312883435584,
980
- "eval_accuracy": 0.9133333333333333,
981
- "eval_loss": 0.4279702305793762,
982
- "eval_runtime": 13.8908,
983
- "eval_samples_per_second": 10.799,
984
- "eval_steps_per_second": 2.736,
985
- "step": 1220
986
- },
987
- {
988
- "epoch": 3.8036809815950923,
989
- "grad_norm": 0.0101453373208642,
990
- "learning_rate": 4.785276073619632e-06,
991
- "loss": 0.0237,
992
- "step": 1240
993
- },
994
- {
995
- "epoch": 3.8036809815950923,
996
- "eval_accuracy": 0.92,
997
- "eval_loss": 0.3941916823387146,
998
- "eval_runtime": 13.8887,
999
- "eval_samples_per_second": 10.8,
1000
- "eval_steps_per_second": 2.736,
1001
- "step": 1240
1002
- },
1003
- {
1004
- "epoch": 3.8650306748466257,
1005
- "grad_norm": 182.59510803222656,
1006
- "learning_rate": 4.539877300613497e-06,
1007
- "loss": 0.2143,
1008
- "step": 1260
1009
- },
1010
- {
1011
- "epoch": 3.8650306748466257,
1012
- "eval_accuracy": 0.9066666666666666,
1013
- "eval_loss": 0.36801090836524963,
1014
- "eval_runtime": 13.8946,
1015
- "eval_samples_per_second": 10.796,
1016
- "eval_steps_per_second": 2.735,
1017
- "step": 1260
1018
- },
1019
- {
1020
- "epoch": 3.9263803680981595,
1021
- "grad_norm": 0.03958132117986679,
1022
- "learning_rate": 4.294478527607362e-06,
1023
- "loss": 0.0106,
1024
- "step": 1280
1025
- },
1026
- {
1027
- "epoch": 3.9263803680981595,
1028
- "eval_accuracy": 0.8866666666666667,
1029
- "eval_loss": 0.5633125901222229,
1030
- "eval_runtime": 13.9747,
1031
- "eval_samples_per_second": 10.734,
1032
- "eval_steps_per_second": 2.719,
1033
- "step": 1280
1034
- },
1035
- {
1036
- "epoch": 3.9877300613496933,
1037
- "grad_norm": 140.984375,
1038
- "learning_rate": 4.049079754601227e-06,
1039
- "loss": 0.2221,
1040
- "step": 1300
1041
- },
1042
- {
1043
- "epoch": 3.9877300613496933,
1044
- "eval_accuracy": 0.92,
1045
- "eval_loss": 0.38154712319374084,
1046
- "eval_runtime": 13.996,
1047
- "eval_samples_per_second": 10.717,
1048
- "eval_steps_per_second": 2.715,
1049
- "step": 1300
1050
- },
1051
- {
1052
- "epoch": 4.049079754601227,
1053
- "grad_norm": 0.0037327792961150408,
1054
- "learning_rate": 3.8036809815950928e-06,
1055
- "loss": 0.0212,
1056
- "step": 1320
1057
- },
1058
- {
1059
- "epoch": 4.049079754601227,
1060
- "eval_accuracy": 0.9266666666666666,
1061
- "eval_loss": 0.4598991274833679,
1062
- "eval_runtime": 13.9374,
1063
- "eval_samples_per_second": 10.762,
1064
- "eval_steps_per_second": 2.726,
1065
- "step": 1320
1066
- },
1067
- {
1068
- "epoch": 4.110429447852761,
1069
- "grad_norm": 0.010530122555792332,
1070
- "learning_rate": 3.5582822085889574e-06,
1071
- "loss": 0.1678,
1072
- "step": 1340
1073
- },
1074
- {
1075
- "epoch": 4.110429447852761,
1076
- "eval_accuracy": 0.92,
1077
- "eval_loss": 0.34579145908355713,
1078
- "eval_runtime": 13.9042,
1079
- "eval_samples_per_second": 10.788,
1080
- "eval_steps_per_second": 2.733,
1081
- "step": 1340
1082
- },
1083
- {
1084
- "epoch": 4.171779141104294,
1085
- "grad_norm": 0.015701429918408394,
1086
- "learning_rate": 3.312883435582822e-06,
1087
- "loss": 0.1153,
1088
- "step": 1360
1089
- },
1090
- {
1091
- "epoch": 4.171779141104294,
1092
- "eval_accuracy": 0.92,
1093
- "eval_loss": 0.3261447250843048,
1094
- "eval_runtime": 13.9236,
1095
- "eval_samples_per_second": 10.773,
1096
- "eval_steps_per_second": 2.729,
1097
- "step": 1360
1098
- },
1099
- {
1100
- "epoch": 4.233128834355828,
1101
- "grad_norm": 0.011384344659745693,
1102
- "learning_rate": 3.0674846625766875e-06,
1103
- "loss": 0.0006,
1104
- "step": 1380
1105
- },
1106
- {
1107
- "epoch": 4.233128834355828,
1108
- "eval_accuracy": 0.9133333333333333,
1109
- "eval_loss": 0.3404422998428345,
1110
- "eval_runtime": 13.9552,
1111
- "eval_samples_per_second": 10.749,
1112
- "eval_steps_per_second": 2.723,
1113
- "step": 1380
1114
- },
1115
- {
1116
- "epoch": 4.294478527607362,
1117
- "grad_norm": 0.08929850906133652,
1118
- "learning_rate": 2.822085889570552e-06,
1119
- "loss": 0.0193,
1120
- "step": 1400
1121
- },
1122
- {
1123
- "epoch": 4.294478527607362,
1124
- "eval_accuracy": 0.92,
1125
- "eval_loss": 0.3601679503917694,
1126
- "eval_runtime": 13.9574,
1127
- "eval_samples_per_second": 10.747,
1128
- "eval_steps_per_second": 2.723,
1129
- "step": 1400
1130
- },
1131
- {
1132
- "epoch": 4.355828220858895,
1133
- "grad_norm": 129.2814483642578,
1134
- "learning_rate": 2.5766871165644175e-06,
1135
- "loss": 0.0994,
1136
- "step": 1420
1137
- },
1138
- {
1139
- "epoch": 4.355828220858895,
1140
- "eval_accuracy": 0.94,
1141
- "eval_loss": 0.33025145530700684,
1142
- "eval_runtime": 13.9627,
1143
- "eval_samples_per_second": 10.743,
1144
- "eval_steps_per_second": 2.722,
1145
- "step": 1420
1146
- },
1147
- {
1148
- "epoch": 4.41717791411043,
1149
- "grad_norm": 0.024497592821717262,
1150
- "learning_rate": 2.331288343558282e-06,
1151
- "loss": 0.0032,
1152
- "step": 1440
1153
- },
1154
- {
1155
- "epoch": 4.41717791411043,
1156
- "eval_accuracy": 0.94,
1157
- "eval_loss": 0.2884907126426697,
1158
- "eval_runtime": 13.9317,
1159
- "eval_samples_per_second": 10.767,
1160
- "eval_steps_per_second": 2.728,
1161
- "step": 1440
1162
- },
1163
- {
1164
- "epoch": 4.478527607361963,
1165
- "grad_norm": 0.009228991344571114,
1166
- "learning_rate": 2.085889570552147e-06,
1167
- "loss": 0.0008,
1168
- "step": 1460
1169
- },
1170
- {
1171
- "epoch": 4.478527607361963,
1172
- "eval_accuracy": 0.92,
1173
- "eval_loss": 0.31121641397476196,
1174
- "eval_runtime": 13.9417,
1175
- "eval_samples_per_second": 10.759,
1176
- "eval_steps_per_second": 2.726,
1177
- "step": 1460
1178
- },
1179
- {
1180
- "epoch": 4.539877300613497,
1181
- "grad_norm": 0.22681556642055511,
1182
- "learning_rate": 1.8404907975460124e-06,
1183
- "loss": 0.0823,
1184
- "step": 1480
1185
- },
1186
- {
1187
- "epoch": 4.539877300613497,
1188
- "eval_accuracy": 0.9266666666666666,
1189
- "eval_loss": 0.3145321011543274,
1190
- "eval_runtime": 13.9075,
1191
- "eval_samples_per_second": 10.786,
1192
- "eval_steps_per_second": 2.732,
1193
- "step": 1480
1194
- },
1195
- {
1196
- "epoch": 4.601226993865031,
1197
- "grad_norm": 0.010360241867601871,
1198
- "learning_rate": 1.5950920245398775e-06,
1199
- "loss": 0.0086,
1200
- "step": 1500
1201
- },
1202
- {
1203
- "epoch": 4.601226993865031,
1204
- "eval_accuracy": 0.94,
1205
- "eval_loss": 0.2954442799091339,
1206
- "eval_runtime": 14.0025,
1207
- "eval_samples_per_second": 10.712,
1208
- "eval_steps_per_second": 2.714,
1209
- "step": 1500
1210
- },
1211
- {
1212
- "epoch": 4.662576687116564,
1213
- "grad_norm": 0.00811721384525299,
1214
- "learning_rate": 1.3496932515337425e-06,
1215
- "loss": 0.0009,
1216
- "step": 1520
1217
- },
1218
- {
1219
- "epoch": 4.662576687116564,
1220
- "eval_accuracy": 0.94,
1221
- "eval_loss": 0.30819201469421387,
1222
- "eval_runtime": 14.1712,
1223
- "eval_samples_per_second": 10.585,
1224
- "eval_steps_per_second": 2.681,
1225
- "step": 1520
1226
- },
1227
- {
1228
- "epoch": 4.723926380368098,
1229
- "grad_norm": 0.028587836772203445,
1230
- "learning_rate": 1.1042944785276075e-06,
1231
- "loss": 0.1619,
1232
- "step": 1540
1233
- },
1234
- {
1235
- "epoch": 4.723926380368098,
1236
- "eval_accuracy": 0.94,
1237
- "eval_loss": 0.29277047514915466,
1238
- "eval_runtime": 14.0163,
1239
- "eval_samples_per_second": 10.702,
1240
- "eval_steps_per_second": 2.711,
1241
- "step": 1540
1242
- },
1243
- {
1244
- "epoch": 4.785276073619632,
1245
- "grad_norm": 0.009555824100971222,
1246
- "learning_rate": 8.588957055214725e-07,
1247
- "loss": 0.0004,
1248
- "step": 1560
1249
- },
1250
- {
1251
- "epoch": 4.785276073619632,
1252
- "eval_accuracy": 0.9333333333333333,
1253
- "eval_loss": 0.2908971905708313,
1254
- "eval_runtime": 14.0147,
1255
- "eval_samples_per_second": 10.703,
1256
- "eval_steps_per_second": 2.711,
1257
- "step": 1560
1258
- },
1259
- {
1260
- "epoch": 4.846625766871165,
1261
- "grad_norm": 0.031364671885967255,
1262
- "learning_rate": 6.134969325153375e-07,
1263
- "loss": 0.0006,
1264
- "step": 1580
1265
- },
1266
- {
1267
- "epoch": 4.846625766871165,
1268
- "eval_accuracy": 0.9466666666666667,
1269
- "eval_loss": 0.28794920444488525,
1270
- "eval_runtime": 14.0237,
1271
- "eval_samples_per_second": 10.696,
1272
- "eval_steps_per_second": 2.71,
1273
- "step": 1580
1274
- },
1275
- {
1276
- "epoch": 4.9079754601226995,
1277
- "grad_norm": 0.005726322531700134,
1278
- "learning_rate": 3.680981595092025e-07,
1279
- "loss": 0.0005,
1280
- "step": 1600
1281
- },
1282
- {
1283
- "epoch": 4.9079754601226995,
1284
- "eval_accuracy": 0.9466666666666667,
1285
- "eval_loss": 0.28943532705307007,
1286
- "eval_runtime": 13.9811,
1287
- "eval_samples_per_second": 10.729,
1288
- "eval_steps_per_second": 2.718,
1289
- "step": 1600
1290
- },
1291
- {
1292
- "epoch": 4.969325153374233,
1293
- "grad_norm": 0.019030340015888214,
1294
- "learning_rate": 1.226993865030675e-07,
1295
- "loss": 0.0559,
1296
- "step": 1620
1297
- },
1298
- {
1299
- "epoch": 4.969325153374233,
1300
- "eval_accuracy": 0.9466666666666667,
1301
- "eval_loss": 0.2903057932853699,
1302
- "eval_runtime": 14.0064,
1303
- "eval_samples_per_second": 10.709,
1304
- "eval_steps_per_second": 2.713,
1305
- "step": 1620
1306
  }
1307
  ],
1308
  "logging_steps": 20,
1309
- "max_steps": 1630,
1310
  "num_input_tokens_seen": 0,
1311
  "num_train_epochs": 5,
1312
  "save_steps": 500,
@@ -1317,12 +421,12 @@
1317
  "should_evaluate": false,
1318
  "should_log": false,
1319
  "should_save": true,
1320
- "should_training_stop": true
1321
  },
1322
  "attributes": {}
1323
  }
1324
  },
1325
- "total_flos": 5270545106015280.0,
1326
  "train_batch_size": 4,
1327
  "trial_name": null,
1328
  "trial_params": null
 
1
  {
2
+ "best_metric": 0.2986587882041931,
3
+ "best_model_checkpoint": "./results/checkpoint-180",
4
+ "epoch": 1.510574018126888,
5
  "eval_steps": 20,
6
+ "global_step": 500,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
+ "epoch": 0.06042296072507553,
13
+ "grad_norm": 0.5974797606468201,
14
+ "learning_rate": 1.97583081570997e-05,
15
+ "loss": 0.5426,
16
  "step": 20
17
  },
18
  {
19
+ "epoch": 0.06042296072507553,
20
+ "eval_accuracy": 0.7450980392156863,
21
+ "eval_loss": 0.7869178652763367,
22
+ "eval_runtime": 15.0039,
23
+ "eval_samples_per_second": 10.197,
24
  "eval_steps_per_second": 2.599,
25
  "step": 20
26
  },
27
  {
28
+ "epoch": 0.12084592145015106,
29
+ "grad_norm": 13.038370132446289,
30
+ "learning_rate": 1.9516616314199397e-05,
31
+ "loss": 0.5984,
32
  "step": 40
33
  },
34
  {
35
+ "epoch": 0.12084592145015106,
36
+ "eval_accuracy": 0.7908496732026143,
37
+ "eval_loss": 0.39430469274520874,
38
+ "eval_runtime": 15.9435,
39
+ "eval_samples_per_second": 9.596,
40
+ "eval_steps_per_second": 2.446,
41
  "step": 40
42
  },
43
  {
44
+ "epoch": 0.18126888217522658,
45
+ "grad_norm": 0.1351632922887802,
46
+ "learning_rate": 1.9274924471299096e-05,
47
+ "loss": 0.4864,
48
  "step": 60
49
  },
50
  {
51
+ "epoch": 0.18126888217522658,
52
+ "eval_accuracy": 0.7843137254901961,
53
+ "eval_loss": 0.9364686608314514,
54
+ "eval_runtime": 15.2263,
55
+ "eval_samples_per_second": 10.048,
56
+ "eval_steps_per_second": 2.561,
57
  "step": 60
58
  },
59
  {
60
+ "epoch": 0.24169184290030213,
61
+ "grad_norm": 1.4119517803192139,
62
+ "learning_rate": 1.9033232628398792e-05,
63
+ "loss": 0.6039,
64
  "step": 80
65
  },
66
  {
67
+ "epoch": 0.24169184290030213,
68
+ "eval_accuracy": 0.7712418300653595,
69
+ "eval_loss": 0.6580381989479065,
70
+ "eval_runtime": 15.5472,
71
+ "eval_samples_per_second": 9.841,
72
+ "eval_steps_per_second": 2.508,
73
  "step": 80
74
  },
75
  {
76
+ "epoch": 0.3021148036253776,
77
+ "grad_norm": 13.04010009765625,
78
+ "learning_rate": 1.879154078549849e-05,
79
+ "loss": 0.5741,
80
  "step": 100
81
  },
82
  {
83
+ "epoch": 0.3021148036253776,
84
+ "eval_accuracy": 0.8235294117647058,
85
+ "eval_loss": 0.3454345464706421,
86
+ "eval_runtime": 15.5082,
87
+ "eval_samples_per_second": 9.866,
88
+ "eval_steps_per_second": 2.515,
89
  "step": 100
90
  },
91
  {
92
+ "epoch": 0.36253776435045315,
93
+ "grad_norm": 61.882415771484375,
94
+ "learning_rate": 1.854984894259819e-05,
95
+ "loss": 0.4276,
96
  "step": 120
97
  },
98
  {
99
+ "epoch": 0.36253776435045315,
100
+ "eval_accuracy": 0.8169934640522876,
101
+ "eval_loss": 0.5421260595321655,
102
+ "eval_runtime": 15.4627,
103
+ "eval_samples_per_second": 9.895,
104
+ "eval_steps_per_second": 2.522,
105
  "step": 120
106
  },
107
  {
108
+ "epoch": 0.4229607250755287,
109
+ "grad_norm": 8.9187593460083,
110
+ "learning_rate": 1.8308157099697886e-05,
111
+ "loss": 0.4342,
112
  "step": 140
113
  },
114
  {
115
+ "epoch": 0.4229607250755287,
116
+ "eval_accuracy": 0.8562091503267973,
117
+ "eval_loss": 0.4258342981338501,
118
+ "eval_runtime": 15.4753,
119
+ "eval_samples_per_second": 9.887,
120
+ "eval_steps_per_second": 2.52,
121
  "step": 140
122
  },
123
  {
124
+ "epoch": 0.48338368580060426,
125
+ "grad_norm": 40.476078033447266,
126
+ "learning_rate": 1.8066465256797586e-05,
127
+ "loss": 0.4915,
128
  "step": 160
129
  },
130
  {
131
+ "epoch": 0.48338368580060426,
132
+ "eval_accuracy": 0.8300653594771242,
133
+ "eval_loss": 0.5960604548454285,
134
+ "eval_runtime": 15.4631,
135
+ "eval_samples_per_second": 9.895,
136
+ "eval_steps_per_second": 2.522,
137
  "step": 160
138
  },
139
  {
140
+ "epoch": 0.5438066465256798,
141
+ "grad_norm": 3.8627891540527344,
142
+ "learning_rate": 1.782477341389728e-05,
143
+ "loss": 0.4127,
144
  "step": 180
145
  },
146
  {
147
+ "epoch": 0.5438066465256798,
148
+ "eval_accuracy": 0.869281045751634,
149
+ "eval_loss": 0.2986587882041931,
150
+ "eval_runtime": 15.5147,
151
+ "eval_samples_per_second": 9.862,
152
+ "eval_steps_per_second": 2.514,
153
  "step": 180
154
  },
155
  {
156
+ "epoch": 0.6042296072507553,
157
+ "grad_norm": 16.525339126586914,
158
+ "learning_rate": 1.758308157099698e-05,
159
+ "loss": 0.3166,
160
  "step": 200
161
  },
162
  {
163
+ "epoch": 0.6042296072507553,
164
+ "eval_accuracy": 0.869281045751634,
165
+ "eval_loss": 0.33075031638145447,
166
+ "eval_runtime": 15.5417,
167
+ "eval_samples_per_second": 9.845,
168
+ "eval_steps_per_second": 2.509,
169
  "step": 200
170
  },
171
  {
172
+ "epoch": 0.6646525679758308,
173
+ "grad_norm": 1.5080480575561523,
174
+ "learning_rate": 1.7341389728096677e-05,
175
+ "loss": 0.4018,
176
  "step": 220
177
  },
178
  {
179
+ "epoch": 0.6646525679758308,
180
+ "eval_accuracy": 0.803921568627451,
181
+ "eval_loss": 0.5285586714744568,
182
+ "eval_runtime": 15.4908,
183
+ "eval_samples_per_second": 9.877,
184
+ "eval_steps_per_second": 2.518,
185
  "step": 220
186
  },
187
  {
188
+ "epoch": 0.7250755287009063,
189
+ "grad_norm": 21.941341400146484,
190
+ "learning_rate": 1.7099697885196376e-05,
191
+ "loss": 0.3007,
192
  "step": 240
193
  },
194
  {
195
+ "epoch": 0.7250755287009063,
196
+ "eval_accuracy": 0.8627450980392157,
197
+ "eval_loss": 0.584548830986023,
198
+ "eval_runtime": 15.5027,
199
+ "eval_samples_per_second": 9.869,
200
+ "eval_steps_per_second": 2.516,
201
  "step": 240
202
  },
203
  {
204
+ "epoch": 0.7854984894259819,
205
+ "grad_norm": 7.442047119140625,
206
+ "learning_rate": 1.6858006042296072e-05,
207
+ "loss": 0.4893,
208
  "step": 260
209
  },
210
  {
211
+ "epoch": 0.7854984894259819,
212
+ "eval_accuracy": 0.8627450980392157,
213
+ "eval_loss": 0.36624589562416077,
214
+ "eval_runtime": 15.471,
215
+ "eval_samples_per_second": 9.889,
216
+ "eval_steps_per_second": 2.521,
217
  "step": 260
218
  },
219
  {
220
+ "epoch": 0.8459214501510574,
221
+ "grad_norm": 27.062305450439453,
222
+ "learning_rate": 1.661631419939577e-05,
223
+ "loss": 0.274,
224
  "step": 280
225
  },
226
  {
227
+ "epoch": 0.8459214501510574,
228
+ "eval_accuracy": 0.869281045751634,
229
+ "eval_loss": 0.34829556941986084,
230
+ "eval_runtime": 15.4719,
231
+ "eval_samples_per_second": 9.889,
232
+ "eval_steps_per_second": 2.521,
233
  "step": 280
234
  },
235
  {
236
+ "epoch": 0.9063444108761329,
237
+ "grad_norm": 9.517237663269043,
238
+ "learning_rate": 1.637462235649547e-05,
239
+ "loss": 0.5741,
240
  "step": 300
241
  },
242
  {
243
+ "epoch": 0.9063444108761329,
244
+ "eval_accuracy": 0.8823529411764706,
245
+ "eval_loss": 0.32800009846687317,
246
+ "eval_runtime": 15.4828,
247
+ "eval_samples_per_second": 9.882,
248
+ "eval_steps_per_second": 2.519,
249
  "step": 300
250
  },
251
  {
252
+ "epoch": 0.9667673716012085,
253
+ "grad_norm": 40.94089889526367,
254
+ "learning_rate": 1.6132930513595166e-05,
255
+ "loss": 0.3752,
256
  "step": 320
257
  },
258
  {
259
+ "epoch": 0.9667673716012085,
260
+ "eval_accuracy": 0.8888888888888888,
261
+ "eval_loss": 0.5250552296638489,
262
+ "eval_runtime": 15.485,
263
+ "eval_samples_per_second": 9.881,
264
+ "eval_steps_per_second": 2.519,
265
  "step": 320
266
  },
267
  {
268
+ "epoch": 1.027190332326284,
269
+ "grad_norm": 0.2767094373703003,
270
+ "learning_rate": 1.5891238670694865e-05,
271
+ "loss": 0.2711,
272
  "step": 340
273
  },
274
  {
275
+ "epoch": 1.027190332326284,
276
+ "eval_accuracy": 0.8562091503267973,
277
+ "eval_loss": 0.6096686720848083,
278
+ "eval_runtime": 15.4954,
279
+ "eval_samples_per_second": 9.874,
280
+ "eval_steps_per_second": 2.517,
281
  "step": 340
282
  },
283
  {
284
+ "epoch": 1.0876132930513596,
285
+ "grad_norm": 1.7755597829818726,
286
+ "learning_rate": 1.5649546827794565e-05,
287
+ "loss": 0.2369,
288
  "step": 360
289
  },
290
  {
291
+ "epoch": 1.0876132930513596,
292
+ "eval_accuracy": 0.869281045751634,
293
+ "eval_loss": 0.5457373857498169,
294
+ "eval_runtime": 15.479,
295
+ "eval_samples_per_second": 9.884,
296
+ "eval_steps_per_second": 2.52,
297
  "step": 360
298
  },
299
  {
300
+ "epoch": 1.148036253776435,
301
+ "grad_norm": 197.30111694335938,
302
+ "learning_rate": 1.540785498489426e-05,
303
+ "loss": 0.3756,
304
  "step": 380
305
  },
306
  {
307
+ "epoch": 1.148036253776435,
308
+ "eval_accuracy": 0.8758169934640523,
309
+ "eval_loss": 0.6890403628349304,
310
+ "eval_runtime": 15.448,
311
+ "eval_samples_per_second": 9.904,
312
+ "eval_steps_per_second": 2.525,
313
  "step": 380
314
  },
315
  {
316
+ "epoch": 1.2084592145015105,
317
+ "grad_norm": 0.16098028421401978,
318
+ "learning_rate": 1.516616314199396e-05,
319
+ "loss": 0.6575,
320
  "step": 400
321
  },
322
  {
323
+ "epoch": 1.2084592145015105,
324
+ "eval_accuracy": 0.869281045751634,
325
+ "eval_loss": 0.47085481882095337,
326
+ "eval_runtime": 15.4824,
327
+ "eval_samples_per_second": 9.882,
328
+ "eval_steps_per_second": 2.519,
329
  "step": 400
330
  },
331
  {
332
+ "epoch": 1.2688821752265862,
333
+ "grad_norm": 0.3975774943828583,
334
+ "learning_rate": 1.4924471299093657e-05,
335
+ "loss": 0.3268,
336
  "step": 420
337
  },
338
  {
339
+ "epoch": 1.2688821752265862,
340
+ "eval_accuracy": 0.8496732026143791,
341
+ "eval_loss": 0.5218892693519592,
342
+ "eval_runtime": 15.4867,
343
+ "eval_samples_per_second": 9.879,
344
+ "eval_steps_per_second": 2.518,
345
  "step": 420
346
  },
347
  {
348
+ "epoch": 1.3293051359516617,
349
+ "grad_norm": 8.90912914276123,
350
+ "learning_rate": 1.4682779456193355e-05,
351
+ "loss": 0.3994,
352
  "step": 440
353
  },
354
  {
355
+ "epoch": 1.3293051359516617,
356
+ "eval_accuracy": 0.869281045751634,
357
+ "eval_loss": 0.42816421389579773,
358
+ "eval_runtime": 15.4691,
359
+ "eval_samples_per_second": 9.891,
360
+ "eval_steps_per_second": 2.521,
361
  "step": 440
362
  },
363
  {
364
+ "epoch": 1.3897280966767371,
365
+ "grad_norm": 93.57767486572266,
366
+ "learning_rate": 1.4441087613293053e-05,
367
+ "loss": 0.0879,
368
  "step": 460
369
  },
370
  {
371
+ "epoch": 1.3897280966767371,
372
+ "eval_accuracy": 0.8758169934640523,
373
+ "eval_loss": 0.6293966174125671,
374
+ "eval_runtime": 15.4702,
375
+ "eval_samples_per_second": 9.89,
376
+ "eval_steps_per_second": 2.521,
377
  "step": 460
378
  },
379
  {
380
+ "epoch": 1.4501510574018126,
381
+ "grad_norm": 0.061734456568956375,
382
+ "learning_rate": 1.419939577039275e-05,
383
+ "loss": 0.2566,
384
  "step": 480
385
  },
386
  {
387
+ "epoch": 1.4501510574018126,
388
+ "eval_accuracy": 0.8627450980392157,
389
+ "eval_loss": 0.7143150568008423,
390
+ "eval_runtime": 15.449,
391
+ "eval_samples_per_second": 9.904,
392
+ "eval_steps_per_second": 2.524,
393
  "step": 480
394
  },
395
  {
396
+ "epoch": 1.510574018126888,
397
+ "grad_norm": 0.11357846111059189,
398
+ "learning_rate": 1.3957703927492448e-05,
399
+ "loss": 0.2897,
400
  "step": 500
401
  },
402
  {
403
+ "epoch": 1.510574018126888,
404
+ "eval_accuracy": 0.869281045751634,
405
+ "eval_loss": 0.6120204329490662,
406
+ "eval_runtime": 15.463,
407
+ "eval_samples_per_second": 9.895,
408
+ "eval_steps_per_second": 2.522,
409
  "step": 500
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
410
  }
411
  ],
412
  "logging_steps": 20,
413
+ "max_steps": 1655,
414
  "num_input_tokens_seen": 0,
415
  "num_train_epochs": 5,
416
  "save_steps": 500,
 
421
  "should_evaluate": false,
422
  "should_log": false,
423
  "should_save": true,
424
+ "should_training_stop": false
425
  },
426
  "attributes": {}
427
  }
428
  },
429
+ "total_flos": 1604904119249676.0,
430
  "train_batch_size": 4,
431
  "trial_name": null,
432
  "trial_params": null
last-checkpoint/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:438cff34c604b5dc30f50f2f1590ada40aa29471eeea18e0b8f071f6312fafe9
3
  size 5368
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:86f09b33190e89a5f43d415554f33c8d75ab6485f60f2b9e3aec61203e52e1d9
3
  size 5368