Hartunka commited on
Commit
def1f9d
·
verified ·
1 Parent(s): 27c02e4

End of training

Browse files
Files changed (5) hide show
  1. README.md +16 -4
  2. all_results.json +10 -10
  3. eval_results.json +6 -6
  4. train_results.json +4 -4
  5. trainer_state.json +268 -268
README.md CHANGED
@@ -2,11 +2,23 @@
2
  library_name: transformers
3
  tags:
4
  - generated_from_trainer
 
 
5
  metrics:
6
  - accuracy
7
  model-index:
8
  - name: bert_base_km_100_v2
9
- results: []
 
 
 
 
 
 
 
 
 
 
10
  ---
11
 
12
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -14,10 +26,10 @@ should probably proofread and complete it, then remove this comment. -->
14
 
15
  # bert_base_km_100_v2
16
 
17
- This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
- - Loss: 7.3908
20
- - Accuracy: 0.1511
21
 
22
  ## Model description
23
 
 
2
  library_name: transformers
3
  tags:
4
  - generated_from_trainer
5
+ datasets:
6
+ - Hartunka/processed_wikitext-103-raw-v1-km-100_v2
7
  metrics:
8
  - accuracy
9
  model-index:
10
  - name: bert_base_km_100_v2
11
+ results:
12
+ - task:
13
+ name: Masked Language Modeling
14
+ type: fill-mask
15
+ dataset:
16
+ name: Hartunka/processed_wikitext-103-raw-v1-km-100_v2
17
+ type: Hartunka/processed_wikitext-103-raw-v1-km-100_v2
18
+ metrics:
19
+ - name: Accuracy
20
+ type: accuracy
21
+ value: 0.1534440865683449
22
  ---
23
 
24
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
26
 
27
  # bert_base_km_100_v2
28
 
29
+ This model is a fine-tuned version of [](https://huggingface.co/) on the Hartunka/processed_wikitext-103-raw-v1-km-100_v2 dataset.
30
  It achieves the following results on the evaluation set:
31
+ - Loss: 7.0530
32
+ - Accuracy: 0.1534
33
 
34
  ## Model description
35
 
all_results.json CHANGED
@@ -1,16 +1,16 @@
1
  {
2
  "epoch": 25.0,
3
- "eval_accuracy": 0.15330281968695258,
4
- "eval_loss": 7.078766345977783,
5
- "eval_runtime": 1.0374,
6
  "eval_samples": 479,
7
- "eval_samples_per_second": 461.719,
8
- "eval_steps_per_second": 4.82,
9
- "perplexity": 1186.5038799823253,
10
  "total_flos": 1.5161929390646784e+18,
11
- "train_loss": 6.7262844943439735,
12
- "train_runtime": 24835.344,
13
  "train_samples": 228639,
14
- "train_samples_per_second": 230.155,
15
- "train_steps_per_second": 2.398
16
  }
 
1
  {
2
  "epoch": 25.0,
3
+ "eval_accuracy": 0.1534440865683449,
4
+ "eval_loss": 7.0529632568359375,
5
+ "eval_runtime": 1.0371,
6
  "eval_samples": 479,
7
+ "eval_samples_per_second": 461.877,
8
+ "eval_steps_per_second": 4.821,
9
+ "perplexity": 1156.2800259006108,
10
  "total_flos": 1.5161929390646784e+18,
11
+ "train_loss": 6.650803347186418,
12
+ "train_runtime": 24926.7454,
13
  "train_samples": 228639,
14
+ "train_samples_per_second": 229.311,
15
+ "train_steps_per_second": 2.389
16
  }
eval_results.json CHANGED
@@ -1,10 +1,10 @@
1
  {
2
  "epoch": 25.0,
3
- "eval_accuracy": 0.15330281968695258,
4
- "eval_loss": 7.078766345977783,
5
- "eval_runtime": 1.0374,
6
  "eval_samples": 479,
7
- "eval_samples_per_second": 461.719,
8
- "eval_steps_per_second": 4.82,
9
- "perplexity": 1186.5038799823253
10
  }
 
1
  {
2
  "epoch": 25.0,
3
+ "eval_accuracy": 0.1534440865683449,
4
+ "eval_loss": 7.0529632568359375,
5
+ "eval_runtime": 1.0371,
6
  "eval_samples": 479,
7
+ "eval_samples_per_second": 461.877,
8
+ "eval_steps_per_second": 4.821,
9
+ "perplexity": 1156.2800259006108
10
  }
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 25.0,
3
  "total_flos": 1.5161929390646784e+18,
4
- "train_loss": 6.7262844943439735,
5
- "train_runtime": 24835.344,
6
  "train_samples": 228639,
7
- "train_samples_per_second": 230.155,
8
- "train_steps_per_second": 2.398
9
  }
 
1
  {
2
  "epoch": 25.0,
3
  "total_flos": 1.5161929390646784e+18,
4
+ "train_loss": 6.650803347186418,
5
+ "train_runtime": 24926.7454,
6
  "train_samples": 228639,
7
+ "train_samples_per_second": 229.311,
8
+ "train_steps_per_second": 2.389
9
  }
trainer_state.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "best_global_step": 20000,
3
- "best_metric": 7.085968971252441,
4
  "best_model_checkpoint": "bert_base_km_100_v2/checkpoint-20000",
5
  "epoch": 25.0,
6
  "eval_steps": 10000,
@@ -11,890 +11,890 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.20990764063811923,
14
- "grad_norm": 3.0025107860565186,
15
  "learning_rate": 5e-06,
16
- "loss": 13.7908,
17
  "step": 500
18
  },
19
  {
20
  "epoch": 0.41981528127623846,
21
- "grad_norm": 5.112063884735107,
22
  "learning_rate": 1e-05,
23
- "loss": 11.9879,
24
  "step": 1000
25
  },
26
  {
27
  "epoch": 0.6297229219143576,
28
- "grad_norm": 16.70848274230957,
29
  "learning_rate": 1.5e-05,
30
- "loss": 10.5182,
31
  "step": 1500
32
  },
33
  {
34
  "epoch": 0.8396305625524769,
35
- "grad_norm": 17.31781578063965,
36
  "learning_rate": 2e-05,
37
- "loss": 9.5552,
38
  "step": 2000
39
  },
40
  {
41
  "epoch": 1.0495382031905962,
42
- "grad_norm": 10.2286958694458,
43
  "learning_rate": 2.5e-05,
44
- "loss": 8.8963,
45
  "step": 2500
46
  },
47
  {
48
  "epoch": 1.2594458438287153,
49
- "grad_norm": 26.42514419555664,
50
  "learning_rate": 3e-05,
51
- "loss": 8.4575,
52
  "step": 3000
53
  },
54
  {
55
  "epoch": 1.4693534844668346,
56
- "grad_norm": 18.870014190673828,
57
  "learning_rate": 3.5e-05,
58
- "loss": 8.225,
59
  "step": 3500
60
  },
61
  {
62
  "epoch": 1.6792611251049538,
63
- "grad_norm": 12.687928199768066,
64
  "learning_rate": 4e-05,
65
- "loss": 8.0818,
66
  "step": 4000
67
  },
68
  {
69
  "epoch": 1.8891687657430731,
70
- "grad_norm": 10.143560409545898,
71
  "learning_rate": 4.5e-05,
72
- "loss": 7.9677,
73
  "step": 4500
74
  },
75
  {
76
  "epoch": 2.0990764063811924,
77
- "grad_norm": 14.060294151306152,
78
  "learning_rate": 5e-05,
79
- "loss": 7.8224,
80
  "step": 5000
81
  },
82
  {
83
  "epoch": 2.3089840470193117,
84
- "grad_norm": 11.197796821594238,
85
  "learning_rate": 5.500000000000001e-05,
86
- "loss": 7.7363,
87
  "step": 5500
88
  },
89
  {
90
  "epoch": 2.5188916876574305,
91
- "grad_norm": 6.759899616241455,
92
  "learning_rate": 6e-05,
93
- "loss": 7.7026,
94
  "step": 6000
95
  },
96
  {
97
  "epoch": 2.72879932829555,
98
- "grad_norm": 13.113651275634766,
99
  "learning_rate": 6.500000000000001e-05,
100
- "loss": 7.6635,
101
  "step": 6500
102
  },
103
  {
104
  "epoch": 2.938706968933669,
105
- "grad_norm": 9.93619441986084,
106
  "learning_rate": 7e-05,
107
- "loss": 7.6104,
108
  "step": 7000
109
  },
110
  {
111
  "epoch": 3.1486146095717884,
112
- "grad_norm": 11.52259635925293,
113
  "learning_rate": 7.500000000000001e-05,
114
- "loss": 7.5022,
115
  "step": 7500
116
  },
117
  {
118
  "epoch": 3.3585222502099077,
119
- "grad_norm": 7.724097728729248,
120
  "learning_rate": 8e-05,
121
- "loss": 7.4652,
122
  "step": 8000
123
  },
124
  {
125
  "epoch": 3.568429890848027,
126
- "grad_norm": 8.379256248474121,
127
  "learning_rate": 8.5e-05,
128
- "loss": 7.4749,
129
  "step": 8500
130
  },
131
  {
132
  "epoch": 3.7783375314861463,
133
- "grad_norm": 8.36221694946289,
134
  "learning_rate": 9e-05,
135
- "loss": 7.4383,
136
  "step": 9000
137
  },
138
  {
139
  "epoch": 3.988245172124265,
140
- "grad_norm": 5.691290855407715,
141
  "learning_rate": 9.5e-05,
142
- "loss": 7.4046,
143
  "step": 9500
144
  },
145
  {
146
  "epoch": 4.198152812762385,
147
- "grad_norm": 5.282100677490234,
148
  "learning_rate": 0.0001,
149
- "loss": 7.2949,
150
  "step": 10000
151
  },
152
  {
153
  "epoch": 4.198152812762385,
154
- "eval_accuracy": 0.14900247641837558,
155
- "eval_loss": 7.556832790374756,
156
- "eval_runtime": 1.043,
157
- "eval_samples_per_second": 459.244,
158
- "eval_steps_per_second": 4.794,
159
  "step": 10000
160
  },
161
  {
162
  "epoch": 4.408060453400504,
163
- "grad_norm": 4.287475109100342,
164
  "learning_rate": 9.899091826437942e-05,
165
- "loss": 7.304,
166
  "step": 10500
167
  },
168
  {
169
  "epoch": 4.617968094038623,
170
- "grad_norm": 5.505510330200195,
171
  "learning_rate": 9.798183652875883e-05,
172
- "loss": 7.2835,
173
  "step": 11000
174
  },
175
  {
176
  "epoch": 4.827875734676742,
177
- "grad_norm": 8.971573829650879,
178
  "learning_rate": 9.697275479313825e-05,
179
- "loss": 7.2731,
180
  "step": 11500
181
  },
182
  {
183
  "epoch": 5.037783375314861,
184
- "grad_norm": 4.525511741638184,
185
  "learning_rate": 9.596367305751767e-05,
186
- "loss": 7.2014,
187
  "step": 12000
188
  },
189
  {
190
  "epoch": 5.247691015952981,
191
- "grad_norm": 4.402318477630615,
192
  "learning_rate": 9.495459132189707e-05,
193
- "loss": 7.0982,
194
  "step": 12500
195
  },
196
  {
197
  "epoch": 5.4575986565911,
198
- "grad_norm": 4.837042808532715,
199
  "learning_rate": 9.394550958627649e-05,
200
- "loss": 7.1127,
201
  "step": 13000
202
  },
203
  {
204
  "epoch": 5.667506297229219,
205
- "grad_norm": 4.827608585357666,
206
  "learning_rate": 9.293642785065591e-05,
207
- "loss": 7.1018,
208
  "step": 13500
209
  },
210
  {
211
  "epoch": 5.877413937867338,
212
- "grad_norm": 5.197642803192139,
213
  "learning_rate": 9.192734611503532e-05,
214
- "loss": 7.0843,
215
  "step": 14000
216
  },
217
  {
218
  "epoch": 6.087321578505458,
219
- "grad_norm": 6.849023818969727,
220
  "learning_rate": 9.091826437941474e-05,
221
- "loss": 7.0147,
222
  "step": 14500
223
  },
224
  {
225
  "epoch": 6.297229219143577,
226
- "grad_norm": 4.558162689208984,
227
  "learning_rate": 8.990918264379415e-05,
228
- "loss": 6.96,
229
  "step": 15000
230
  },
231
  {
232
  "epoch": 6.507136859781696,
233
- "grad_norm": 5.003061771392822,
234
  "learning_rate": 8.890010090817356e-05,
235
- "loss": 6.9587,
236
  "step": 15500
237
  },
238
  {
239
  "epoch": 6.717044500419815,
240
- "grad_norm": 6.175533771514893,
241
  "learning_rate": 8.789101917255298e-05,
242
- "loss": 6.9574,
243
  "step": 16000
244
  },
245
  {
246
  "epoch": 6.926952141057934,
247
- "grad_norm": 3.8840558528900146,
248
  "learning_rate": 8.68819374369324e-05,
249
- "loss": 6.9631,
250
  "step": 16500
251
  },
252
  {
253
  "epoch": 7.136859781696054,
254
- "grad_norm": 5.194244861602783,
255
  "learning_rate": 8.58728557013118e-05,
256
- "loss": 6.8594,
257
  "step": 17000
258
  },
259
  {
260
  "epoch": 7.346767422334173,
261
- "grad_norm": 4.484853267669678,
262
  "learning_rate": 8.486377396569122e-05,
263
- "loss": 6.8151,
264
  "step": 17500
265
  },
266
  {
267
  "epoch": 7.5566750629722925,
268
- "grad_norm": 4.555990219116211,
269
  "learning_rate": 8.385469223007064e-05,
270
- "loss": 6.8386,
271
  "step": 18000
272
  },
273
  {
274
  "epoch": 7.766582703610411,
275
- "grad_norm": 5.909701347351074,
276
  "learning_rate": 8.284561049445006e-05,
277
- "loss": 6.8453,
278
  "step": 18500
279
  },
280
  {
281
  "epoch": 7.97649034424853,
282
- "grad_norm": 4.352225303649902,
283
  "learning_rate": 8.183652875882947e-05,
284
- "loss": 6.8414,
285
  "step": 19000
286
  },
287
  {
288
  "epoch": 8.18639798488665,
289
- "grad_norm": 3.9375240802764893,
290
  "learning_rate": 8.082744702320889e-05,
291
- "loss": 6.7079,
292
  "step": 19500
293
  },
294
  {
295
  "epoch": 8.39630562552477,
296
- "grad_norm": 3.901026487350464,
297
  "learning_rate": 7.98183652875883e-05,
298
- "loss": 6.7147,
299
  "step": 20000
300
  },
301
  {
302
  "epoch": 8.39630562552477,
303
- "eval_accuracy": 0.15179999438817027,
304
- "eval_loss": 7.085968971252441,
305
- "eval_runtime": 1.0227,
306
- "eval_samples_per_second": 468.386,
307
- "eval_steps_per_second": 4.889,
308
  "step": 20000
309
  },
310
  {
311
  "epoch": 8.606213266162888,
312
- "grad_norm": 6.245331287384033,
313
  "learning_rate": 7.880928355196771e-05,
314
- "loss": 6.7238,
315
  "step": 20500
316
  },
317
  {
318
  "epoch": 8.816120906801007,
319
- "grad_norm": 4.60683536529541,
320
  "learning_rate": 7.780020181634713e-05,
321
- "loss": 6.7341,
322
  "step": 21000
323
  },
324
  {
325
  "epoch": 9.026028547439127,
326
- "grad_norm": 3.868889808654785,
327
  "learning_rate": 7.679112008072655e-05,
328
- "loss": 6.7211,
329
  "step": 21500
330
  },
331
  {
332
  "epoch": 9.235936188077247,
333
- "grad_norm": 4.567445278167725,
334
  "learning_rate": 7.578203834510595e-05,
335
- "loss": 6.5951,
336
  "step": 22000
337
  },
338
  {
339
  "epoch": 9.445843828715365,
340
- "grad_norm": 3.638380527496338,
341
  "learning_rate": 7.477295660948537e-05,
342
- "loss": 6.6143,
343
  "step": 22500
344
  },
345
  {
346
  "epoch": 9.655751469353484,
347
- "grad_norm": 5.055649280548096,
348
  "learning_rate": 7.376387487386479e-05,
349
- "loss": 6.631,
350
  "step": 23000
351
  },
352
  {
353
  "epoch": 9.865659109991604,
354
- "grad_norm": 6.595772743225098,
355
  "learning_rate": 7.27547931382442e-05,
356
- "loss": 6.6273,
357
  "step": 23500
358
  },
359
  {
360
  "epoch": 10.075566750629722,
361
- "grad_norm": 6.4645843505859375,
362
  "learning_rate": 7.174571140262362e-05,
363
- "loss": 6.5857,
364
  "step": 24000
365
  },
366
  {
367
  "epoch": 10.285474391267842,
368
- "grad_norm": 7.419833183288574,
369
  "learning_rate": 7.073662966700304e-05,
370
- "loss": 6.4984,
371
  "step": 24500
372
  },
373
  {
374
  "epoch": 10.495382031905962,
375
- "grad_norm": 5.692862510681152,
376
  "learning_rate": 6.972754793138244e-05,
377
- "loss": 6.52,
378
  "step": 25000
379
  },
380
  {
381
  "epoch": 10.705289672544081,
382
- "grad_norm": 7.923045635223389,
383
  "learning_rate": 6.871846619576186e-05,
384
- "loss": 6.5261,
385
  "step": 25500
386
  },
387
  {
388
  "epoch": 10.9151973131822,
389
- "grad_norm": 4.724234580993652,
390
  "learning_rate": 6.770938446014128e-05,
391
- "loss": 6.5381,
392
  "step": 26000
393
  },
394
  {
395
  "epoch": 11.125104953820319,
396
- "grad_norm": 5.390316486358643,
397
  "learning_rate": 6.670030272452068e-05,
398
- "loss": 6.459,
399
  "step": 26500
400
  },
401
  {
402
  "epoch": 11.335012594458439,
403
- "grad_norm": 4.8012590408325195,
404
  "learning_rate": 6.56912209889001e-05,
405
- "loss": 6.4199,
406
  "step": 27000
407
  },
408
  {
409
  "epoch": 11.544920235096557,
410
- "grad_norm": 4.7395405769348145,
411
  "learning_rate": 6.468213925327952e-05,
412
- "loss": 6.4265,
413
  "step": 27500
414
  },
415
  {
416
  "epoch": 11.754827875734676,
417
- "grad_norm": 4.3479509353637695,
418
  "learning_rate": 6.367305751765893e-05,
419
- "loss": 6.4346,
420
  "step": 28000
421
  },
422
  {
423
  "epoch": 11.964735516372796,
424
- "grad_norm": 4.003292560577393,
425
  "learning_rate": 6.266397578203835e-05,
426
- "loss": 6.4396,
427
  "step": 28500
428
  },
429
  {
430
  "epoch": 12.174643157010916,
431
- "grad_norm": 4.667975902557373,
432
  "learning_rate": 6.165489404641777e-05,
433
- "loss": 6.3512,
434
  "step": 29000
435
  },
436
  {
437
  "epoch": 12.384550797649034,
438
- "grad_norm": 4.609392166137695,
439
  "learning_rate": 6.064581231079718e-05,
440
- "loss": 6.3368,
441
  "step": 29500
442
  },
443
  {
444
  "epoch": 12.594458438287154,
445
- "grad_norm": 5.208188056945801,
446
  "learning_rate": 5.963673057517659e-05,
447
- "loss": 6.355,
448
  "step": 30000
449
  },
450
  {
451
  "epoch": 12.594458438287154,
452
- "eval_accuracy": 0.15384615384615385,
453
- "eval_loss": 7.2959394454956055,
454
- "eval_runtime": 1.0205,
455
- "eval_samples_per_second": 469.376,
456
- "eval_steps_per_second": 4.9,
457
  "step": 30000
458
  },
459
  {
460
  "epoch": 12.804366078925273,
461
- "grad_norm": 5.530768394470215,
462
  "learning_rate": 5.8627648839556e-05,
463
- "loss": 6.3615,
464
  "step": 30500
465
  },
466
  {
467
  "epoch": 13.014273719563391,
468
- "grad_norm": 4.560688495635986,
469
  "learning_rate": 5.7618567103935416e-05,
470
- "loss": 6.3601,
471
  "step": 31000
472
  },
473
  {
474
  "epoch": 13.224181360201511,
475
- "grad_norm": 5.984344959259033,
476
  "learning_rate": 5.660948536831484e-05,
477
- "loss": 6.2667,
478
  "step": 31500
479
  },
480
  {
481
  "epoch": 13.43408900083963,
482
- "grad_norm": 4.298348903656006,
483
  "learning_rate": 5.5600403632694254e-05,
484
- "loss": 6.2842,
485
  "step": 32000
486
  },
487
  {
488
  "epoch": 13.64399664147775,
489
- "grad_norm": 4.859953880310059,
490
  "learning_rate": 5.4591321897073666e-05,
491
- "loss": 6.2894,
492
  "step": 32500
493
  },
494
  {
495
  "epoch": 13.853904282115868,
496
- "grad_norm": 4.065077304840088,
497
  "learning_rate": 5.358224016145308e-05,
498
- "loss": 6.2944,
499
  "step": 33000
500
  },
501
  {
502
  "epoch": 14.063811922753988,
503
- "grad_norm": 4.847146034240723,
504
  "learning_rate": 5.257315842583249e-05,
505
- "loss": 6.2613,
506
  "step": 33500
507
  },
508
  {
509
  "epoch": 14.273719563392108,
510
- "grad_norm": 5.9763994216918945,
511
  "learning_rate": 5.15640766902119e-05,
512
- "loss": 6.2229,
513
  "step": 34000
514
  },
515
  {
516
  "epoch": 14.483627204030226,
517
- "grad_norm": 5.000112533569336,
518
  "learning_rate": 5.055499495459133e-05,
519
- "loss": 6.224,
520
  "step": 34500
521
  },
522
  {
523
  "epoch": 14.693534844668346,
524
- "grad_norm": 5.4157915115356445,
525
  "learning_rate": 4.954591321897074e-05,
526
- "loss": 6.2344,
527
  "step": 35000
528
  },
529
  {
530
  "epoch": 14.903442485306465,
531
- "grad_norm": 5.365735054016113,
532
  "learning_rate": 4.853683148335015e-05,
533
- "loss": 6.2383,
534
  "step": 35500
535
  },
536
  {
537
  "epoch": 15.113350125944585,
538
- "grad_norm": 4.138433933258057,
539
  "learning_rate": 4.7527749747729566e-05,
540
- "loss": 6.201,
541
  "step": 36000
542
  },
543
  {
544
  "epoch": 15.323257766582703,
545
- "grad_norm": 5.998276233673096,
546
  "learning_rate": 4.6518668012108985e-05,
547
- "loss": 6.1842,
548
  "step": 36500
549
  },
550
  {
551
  "epoch": 15.533165407220823,
552
- "grad_norm": 5.508979320526123,
553
  "learning_rate": 4.55095862764884e-05,
554
- "loss": 6.1843,
555
  "step": 37000
556
  },
557
  {
558
  "epoch": 15.743073047858942,
559
- "grad_norm": 4.854427337646484,
560
  "learning_rate": 4.450050454086781e-05,
561
- "loss": 6.185,
562
  "step": 37500
563
  },
564
  {
565
  "epoch": 15.95298068849706,
566
- "grad_norm": 6.459695339202881,
567
  "learning_rate": 4.349142280524723e-05,
568
- "loss": 6.1853,
569
  "step": 38000
570
  },
571
  {
572
  "epoch": 16.162888329135182,
573
- "grad_norm": 5.194928169250488,
574
  "learning_rate": 4.248234106962664e-05,
575
- "loss": 6.1512,
576
  "step": 38500
577
  },
578
  {
579
  "epoch": 16.3727959697733,
580
- "grad_norm": 4.583359241485596,
581
  "learning_rate": 4.147325933400605e-05,
582
- "loss": 6.1383,
583
  "step": 39000
584
  },
585
  {
586
  "epoch": 16.582703610411418,
587
- "grad_norm": 3.236578941345215,
588
  "learning_rate": 4.046417759838547e-05,
589
- "loss": 6.1455,
590
  "step": 39500
591
  },
592
  {
593
  "epoch": 16.79261125104954,
594
- "grad_norm": 3.4994120597839355,
595
  "learning_rate": 3.9455095862764884e-05,
596
- "loss": 6.1362,
597
  "step": 40000
598
  },
599
  {
600
  "epoch": 16.79261125104954,
601
- "eval_accuracy": 0.15254569922619715,
602
- "eval_loss": 7.29498291015625,
603
- "eval_runtime": 1.0185,
604
- "eval_samples_per_second": 470.295,
605
- "eval_steps_per_second": 4.909,
606
  "step": 40000
607
  },
608
  {
609
  "epoch": 17.002518891687657,
610
- "grad_norm": 5.33200216293335,
611
  "learning_rate": 3.84460141271443e-05,
612
- "loss": 6.1483,
613
  "step": 40500
614
  },
615
  {
616
  "epoch": 17.212426532325775,
617
- "grad_norm": 3.6958775520324707,
618
  "learning_rate": 3.7436932391523715e-05,
619
- "loss": 6.1059,
620
  "step": 41000
621
  },
622
  {
623
  "epoch": 17.422334172963897,
624
- "grad_norm": 5.909574508666992,
625
  "learning_rate": 3.642785065590313e-05,
626
- "loss": 6.1038,
627
  "step": 41500
628
  },
629
  {
630
  "epoch": 17.632241813602015,
631
- "grad_norm": 4.738137245178223,
632
  "learning_rate": 3.541876892028255e-05,
633
- "loss": 6.1097,
634
  "step": 42000
635
  },
636
  {
637
  "epoch": 17.842149454240133,
638
- "grad_norm": 5.095664024353027,
639
  "learning_rate": 3.440968718466196e-05,
640
- "loss": 6.1102,
641
  "step": 42500
642
  },
643
  {
644
  "epoch": 18.052057094878254,
645
- "grad_norm": 4.215599536895752,
646
  "learning_rate": 3.340060544904137e-05,
647
- "loss": 6.0973,
648
  "step": 43000
649
  },
650
  {
651
  "epoch": 18.261964735516372,
652
- "grad_norm": 4.486133575439453,
653
  "learning_rate": 3.239152371342079e-05,
654
- "loss": 6.0722,
655
  "step": 43500
656
  },
657
  {
658
  "epoch": 18.471872376154494,
659
- "grad_norm": 7.16460657119751,
660
  "learning_rate": 3.13824419778002e-05,
661
- "loss": 6.0772,
662
  "step": 44000
663
  },
664
  {
665
  "epoch": 18.68178001679261,
666
- "grad_norm": 4.880932331085205,
667
  "learning_rate": 3.0373360242179615e-05,
668
- "loss": 6.0752,
669
  "step": 44500
670
  },
671
  {
672
  "epoch": 18.89168765743073,
673
- "grad_norm": 3.0645861625671387,
674
  "learning_rate": 2.9364278506559034e-05,
675
- "loss": 6.0766,
676
  "step": 45000
677
  },
678
  {
679
  "epoch": 19.10159529806885,
680
- "grad_norm": 3.3358895778656006,
681
  "learning_rate": 2.8355196770938446e-05,
682
- "loss": 6.0637,
683
  "step": 45500
684
  },
685
  {
686
  "epoch": 19.31150293870697,
687
- "grad_norm": 2.9742538928985596,
688
  "learning_rate": 2.734611503531786e-05,
689
- "loss": 6.0414,
690
  "step": 46000
691
  },
692
  {
693
  "epoch": 19.521410579345087,
694
- "grad_norm": 4.6407246589660645,
695
  "learning_rate": 2.6337033299697278e-05,
696
- "loss": 6.0482,
697
  "step": 46500
698
  },
699
  {
700
  "epoch": 19.73131821998321,
701
- "grad_norm": 4.145533561706543,
702
  "learning_rate": 2.532795156407669e-05,
703
- "loss": 6.0502,
704
  "step": 47000
705
  },
706
  {
707
  "epoch": 19.941225860621326,
708
- "grad_norm": 2.4257829189300537,
709
  "learning_rate": 2.4318869828456106e-05,
710
- "loss": 6.0411,
711
  "step": 47500
712
  },
713
  {
714
  "epoch": 20.151133501259444,
715
- "grad_norm": 2.911485195159912,
716
  "learning_rate": 2.330978809283552e-05,
717
- "loss": 6.0322,
718
  "step": 48000
719
  },
720
  {
721
  "epoch": 20.361041141897566,
722
- "grad_norm": 4.442984104156494,
723
  "learning_rate": 2.2300706357214934e-05,
724
- "loss": 6.0257,
725
  "step": 48500
726
  },
727
  {
728
  "epoch": 20.570948782535684,
729
- "grad_norm": 2.145681381225586,
730
  "learning_rate": 2.129162462159435e-05,
731
- "loss": 6.0252,
732
  "step": 49000
733
  },
734
  {
735
  "epoch": 20.7808564231738,
736
- "grad_norm": 3.470374584197998,
737
  "learning_rate": 2.0282542885973765e-05,
738
- "loss": 6.0198,
739
  "step": 49500
740
  },
741
  {
742
  "epoch": 20.990764063811923,
743
- "grad_norm": 4.202281475067139,
744
  "learning_rate": 1.927346115035318e-05,
745
- "loss": 6.019,
746
  "step": 50000
747
  },
748
  {
749
  "epoch": 20.990764063811923,
750
- "eval_accuracy": 0.1516527882916982,
751
- "eval_loss": 7.419981479644775,
752
- "eval_runtime": 1.0224,
753
- "eval_samples_per_second": 468.524,
754
- "eval_steps_per_second": 4.891,
755
  "step": 50000
756
  },
757
  {
758
  "epoch": 21.20067170445004,
759
- "grad_norm": 3.843820810317993,
760
  "learning_rate": 1.8264379414732593e-05,
761
- "loss": 6.0042,
762
  "step": 50500
763
  },
764
  {
765
  "epoch": 21.410579345088163,
766
- "grad_norm": 3.3001763820648193,
767
  "learning_rate": 1.725529767911201e-05,
768
- "loss": 6.0042,
769
  "step": 51000
770
  },
771
  {
772
  "epoch": 21.62048698572628,
773
- "grad_norm": 2.0066754817962646,
774
  "learning_rate": 1.6246215943491424e-05,
775
- "loss": 5.9985,
776
  "step": 51500
777
  },
778
  {
779
  "epoch": 21.8303946263644,
780
- "grad_norm": 5.390365123748779,
781
  "learning_rate": 1.5237134207870837e-05,
782
- "loss": 5.999,
783
  "step": 52000
784
  },
785
  {
786
  "epoch": 22.04030226700252,
787
- "grad_norm": 3.7821195125579834,
788
  "learning_rate": 1.4228052472250252e-05,
789
- "loss": 5.9948,
790
  "step": 52500
791
  },
792
  {
793
  "epoch": 22.250209907640638,
794
- "grad_norm": 2.3854730129241943,
795
  "learning_rate": 1.3218970736629668e-05,
796
- "loss": 5.9828,
797
  "step": 53000
798
  },
799
  {
800
  "epoch": 22.460117548278756,
801
- "grad_norm": 4.705515384674072,
802
  "learning_rate": 1.2209889001009082e-05,
803
- "loss": 5.9815,
804
  "step": 53500
805
  },
806
  {
807
  "epoch": 22.670025188916878,
808
- "grad_norm": 5.391833305358887,
809
  "learning_rate": 1.1200807265388496e-05,
810
- "loss": 5.9886,
811
  "step": 54000
812
  },
813
  {
814
  "epoch": 22.879932829554996,
815
- "grad_norm": 4.696737289428711,
816
  "learning_rate": 1.0191725529767912e-05,
817
- "loss": 5.9775,
818
  "step": 54500
819
  },
820
  {
821
  "epoch": 23.089840470193113,
822
- "grad_norm": 1.0100961923599243,
823
  "learning_rate": 9.182643794147326e-06,
824
- "loss": 5.9738,
825
  "step": 55000
826
  },
827
  {
828
  "epoch": 23.299748110831235,
829
- "grad_norm": 3.317594528198242,
830
  "learning_rate": 8.173562058526741e-06,
831
- "loss": 5.9696,
832
  "step": 55500
833
  },
834
  {
835
  "epoch": 23.509655751469353,
836
- "grad_norm": 3.988764524459839,
837
  "learning_rate": 7.164480322906156e-06,
838
- "loss": 5.9699,
839
  "step": 56000
840
  },
841
  {
842
  "epoch": 23.719563392107474,
843
- "grad_norm": 1.8712412118911743,
844
  "learning_rate": 6.155398587285571e-06,
845
- "loss": 5.9626,
846
  "step": 56500
847
  },
848
  {
849
  "epoch": 23.929471032745592,
850
- "grad_norm": 2.5608625411987305,
851
  "learning_rate": 5.146316851664986e-06,
852
- "loss": 5.9643,
853
  "step": 57000
854
  },
855
  {
856
  "epoch": 24.13937867338371,
857
- "grad_norm": 3.8009350299835205,
858
  "learning_rate": 4.1372351160444e-06,
859
- "loss": 5.9597,
860
  "step": 57500
861
  },
862
  {
863
  "epoch": 24.349286314021832,
864
- "grad_norm": 2.031345844268799,
865
  "learning_rate": 3.1281533804238145e-06,
866
- "loss": 5.9567,
867
  "step": 58000
868
  },
869
  {
870
  "epoch": 24.55919395465995,
871
- "grad_norm": 3.481703042984009,
872
  "learning_rate": 2.1190716448032293e-06,
873
- "loss": 5.9533,
874
  "step": 58500
875
  },
876
  {
877
  "epoch": 24.769101595298068,
878
- "grad_norm": 1.0147701501846313,
879
  "learning_rate": 1.109989909182644e-06,
880
- "loss": 5.9533,
881
  "step": 59000
882
  },
883
  {
884
  "epoch": 24.97900923593619,
885
- "grad_norm": 2.468587636947632,
886
  "learning_rate": 1.0090817356205853e-07,
887
- "loss": 5.9517,
888
  "step": 59500
889
  },
890
  {
891
  "epoch": 25.0,
892
  "step": 59550,
893
  "total_flos": 1.5161929390646784e+18,
894
- "train_loss": 6.7262844943439735,
895
- "train_runtime": 24835.344,
896
- "train_samples_per_second": 230.155,
897
- "train_steps_per_second": 2.398
898
  }
899
  ],
900
  "logging_steps": 500,
 
1
  {
2
  "best_global_step": 20000,
3
+ "best_metric": 7.036741733551025,
4
  "best_model_checkpoint": "bert_base_km_100_v2/checkpoint-20000",
5
  "epoch": 25.0,
6
  "eval_steps": 10000,
 
11
  "log_history": [
12
  {
13
  "epoch": 0.20990764063811923,
14
+ "grad_norm": 3.0325520038604736,
15
  "learning_rate": 5e-06,
16
+ "loss": 13.7954,
17
  "step": 500
18
  },
19
  {
20
  "epoch": 0.41981528127623846,
21
+ "grad_norm": 2.8106133937835693,
22
  "learning_rate": 1e-05,
23
+ "loss": 12.0341,
24
  "step": 1000
25
  },
26
  {
27
  "epoch": 0.6297229219143576,
28
+ "grad_norm": 11.055712699890137,
29
  "learning_rate": 1.5e-05,
30
+ "loss": 10.5831,
31
  "step": 1500
32
  },
33
  {
34
  "epoch": 0.8396305625524769,
35
+ "grad_norm": 5.347803115844727,
36
  "learning_rate": 2e-05,
37
+ "loss": 9.7271,
38
  "step": 2000
39
  },
40
  {
41
  "epoch": 1.0495382031905962,
42
+ "grad_norm": 15.038311004638672,
43
  "learning_rate": 2.5e-05,
44
+ "loss": 9.1027,
45
  "step": 2500
46
  },
47
  {
48
  "epoch": 1.2594458438287153,
49
+ "grad_norm": 17.481904983520508,
50
  "learning_rate": 3e-05,
51
+ "loss": 8.6071,
52
  "step": 3000
53
  },
54
  {
55
  "epoch": 1.4693534844668346,
56
+ "grad_norm": 14.806625366210938,
57
  "learning_rate": 3.5e-05,
58
+ "loss": 8.2317,
59
  "step": 3500
60
  },
61
  {
62
  "epoch": 1.6792611251049538,
63
+ "grad_norm": 15.759472846984863,
64
  "learning_rate": 4e-05,
65
+ "loss": 8.0202,
66
  "step": 4000
67
  },
68
  {
69
  "epoch": 1.8891687657430731,
70
+ "grad_norm": 7.746140480041504,
71
  "learning_rate": 4.5e-05,
72
+ "loss": 7.8677,
73
  "step": 4500
74
  },
75
  {
76
  "epoch": 2.0990764063811924,
77
+ "grad_norm": 9.09663200378418,
78
  "learning_rate": 5e-05,
79
+ "loss": 7.699,
80
  "step": 5000
81
  },
82
  {
83
  "epoch": 2.3089840470193117,
84
+ "grad_norm": 8.326930046081543,
85
  "learning_rate": 5.500000000000001e-05,
86
+ "loss": 7.5839,
87
  "step": 5500
88
  },
89
  {
90
  "epoch": 2.5188916876574305,
91
+ "grad_norm": 4.7854905128479,
92
  "learning_rate": 6e-05,
93
+ "loss": 7.5285,
94
  "step": 6000
95
  },
96
  {
97
  "epoch": 2.72879932829555,
98
+ "grad_norm": 5.352976322174072,
99
  "learning_rate": 6.500000000000001e-05,
100
+ "loss": 7.5069,
101
  "step": 6500
102
  },
103
  {
104
  "epoch": 2.938706968933669,
105
+ "grad_norm": 6.005526065826416,
106
  "learning_rate": 7e-05,
107
+ "loss": 7.4692,
108
  "step": 7000
109
  },
110
  {
111
  "epoch": 3.1486146095717884,
112
+ "grad_norm": 5.010321617126465,
113
  "learning_rate": 7.500000000000001e-05,
114
+ "loss": 7.3121,
115
  "step": 7500
116
  },
117
  {
118
  "epoch": 3.3585222502099077,
119
+ "grad_norm": 5.591887950897217,
120
  "learning_rate": 8e-05,
121
+ "loss": 7.2788,
122
  "step": 8000
123
  },
124
  {
125
  "epoch": 3.568429890848027,
126
+ "grad_norm": 4.3518385887146,
127
  "learning_rate": 8.5e-05,
128
+ "loss": 7.2869,
129
  "step": 8500
130
  },
131
  {
132
  "epoch": 3.7783375314861463,
133
+ "grad_norm": 4.468409061431885,
134
  "learning_rate": 9e-05,
135
+ "loss": 7.2643,
136
  "step": 9000
137
  },
138
  {
139
  "epoch": 3.988245172124265,
140
+ "grad_norm": 4.664194107055664,
141
  "learning_rate": 9.5e-05,
142
+ "loss": 7.2599,
143
  "step": 9500
144
  },
145
  {
146
  "epoch": 4.198152812762385,
147
+ "grad_norm": 4.949222564697266,
148
  "learning_rate": 0.0001,
149
+ "loss": 7.0906,
150
  "step": 10000
151
  },
152
  {
153
  "epoch": 4.198152812762385,
154
+ "eval_accuracy": 0.14933637552519546,
155
+ "eval_loss": 7.23159122467041,
156
+ "eval_runtime": 1.0708,
157
+ "eval_samples_per_second": 447.345,
158
+ "eval_steps_per_second": 4.67,
159
  "step": 10000
160
  },
161
  {
162
  "epoch": 4.408060453400504,
163
+ "grad_norm": 4.300989627838135,
164
  "learning_rate": 9.899091826437942e-05,
165
+ "loss": 7.1063,
166
  "step": 10500
167
  },
168
  {
169
  "epoch": 4.617968094038623,
170
+ "grad_norm": 4.733574390411377,
171
  "learning_rate": 9.798183652875883e-05,
172
+ "loss": 7.1007,
173
  "step": 11000
174
  },
175
  {
176
  "epoch": 4.827875734676742,
177
+ "grad_norm": 5.090231418609619,
178
  "learning_rate": 9.697275479313825e-05,
179
+ "loss": 7.0946,
180
  "step": 11500
181
  },
182
  {
183
  "epoch": 5.037783375314861,
184
+ "grad_norm": 3.6812405586242676,
185
  "learning_rate": 9.596367305751767e-05,
186
+ "loss": 7.0535,
187
  "step": 12000
188
  },
189
  {
190
  "epoch": 5.247691015952981,
191
+ "grad_norm": 3.7199642658233643,
192
  "learning_rate": 9.495459132189707e-05,
193
+ "loss": 6.9155,
194
  "step": 12500
195
  },
196
  {
197
  "epoch": 5.4575986565911,
198
+ "grad_norm": 3.8014750480651855,
199
  "learning_rate": 9.394550958627649e-05,
200
+ "loss": 6.9244,
201
  "step": 13000
202
  },
203
  {
204
  "epoch": 5.667506297229219,
205
+ "grad_norm": 4.38668155670166,
206
  "learning_rate": 9.293642785065591e-05,
207
+ "loss": 6.9336,
208
  "step": 13500
209
  },
210
  {
211
  "epoch": 5.877413937867338,
212
+ "grad_norm": 4.114847183227539,
213
  "learning_rate": 9.192734611503532e-05,
214
+ "loss": 6.9379,
215
  "step": 14000
216
  },
217
  {
218
  "epoch": 6.087321578505458,
219
+ "grad_norm": 3.991894006729126,
220
  "learning_rate": 9.091826437941474e-05,
221
+ "loss": 6.8481,
222
  "step": 14500
223
  },
224
  {
225
  "epoch": 6.297229219143577,
226
+ "grad_norm": 3.796557903289795,
227
  "learning_rate": 8.990918264379415e-05,
228
+ "loss": 6.7738,
229
  "step": 15000
230
  },
231
  {
232
  "epoch": 6.507136859781696,
233
+ "grad_norm": 4.997390270233154,
234
  "learning_rate": 8.890010090817356e-05,
235
+ "loss": 6.7876,
236
  "step": 15500
237
  },
238
  {
239
  "epoch": 6.717044500419815,
240
+ "grad_norm": 3.105367422103882,
241
  "learning_rate": 8.789101917255298e-05,
242
+ "loss": 6.8055,
243
  "step": 16000
244
  },
245
  {
246
  "epoch": 6.926952141057934,
247
+ "grad_norm": 3.6604092121124268,
248
  "learning_rate": 8.68819374369324e-05,
249
+ "loss": 6.811,
250
  "step": 16500
251
  },
252
  {
253
  "epoch": 7.136859781696054,
254
+ "grad_norm": 4.096405029296875,
255
  "learning_rate": 8.58728557013118e-05,
256
+ "loss": 6.6924,
257
  "step": 17000
258
  },
259
  {
260
  "epoch": 7.346767422334173,
261
+ "grad_norm": 3.752100706100464,
262
  "learning_rate": 8.486377396569122e-05,
263
+ "loss": 6.6527,
264
  "step": 17500
265
  },
266
  {
267
  "epoch": 7.5566750629722925,
268
+ "grad_norm": 3.462996244430542,
269
  "learning_rate": 8.385469223007064e-05,
270
+ "loss": 6.6678,
271
  "step": 18000
272
  },
273
  {
274
  "epoch": 7.766582703610411,
275
+ "grad_norm": 3.705519437789917,
276
  "learning_rate": 8.284561049445006e-05,
277
+ "loss": 6.6887,
278
  "step": 18500
279
  },
280
  {
281
  "epoch": 7.97649034424853,
282
+ "grad_norm": 4.445788860321045,
283
  "learning_rate": 8.183652875882947e-05,
284
+ "loss": 6.6944,
285
  "step": 19000
286
  },
287
  {
288
  "epoch": 8.18639798488665,
289
+ "grad_norm": 3.868389368057251,
290
  "learning_rate": 8.082744702320889e-05,
291
+ "loss": 6.5522,
292
  "step": 19500
293
  },
294
  {
295
  "epoch": 8.39630562552477,
296
+ "grad_norm": 3.729473829269409,
297
  "learning_rate": 7.98183652875883e-05,
298
+ "loss": 6.5625,
299
  "step": 20000
300
  },
301
  {
302
  "epoch": 8.39630562552477,
303
+ "eval_accuracy": 0.1526137097000477,
304
+ "eval_loss": 7.036741733551025,
305
+ "eval_runtime": 1.0589,
306
+ "eval_samples_per_second": 452.355,
307
+ "eval_steps_per_second": 4.722,
308
  "step": 20000
309
  },
310
  {
311
  "epoch": 8.606213266162888,
312
+ "grad_norm": 3.6588330268859863,
313
  "learning_rate": 7.880928355196771e-05,
314
+ "loss": 6.5614,
315
  "step": 20500
316
  },
317
  {
318
  "epoch": 8.816120906801007,
319
+ "grad_norm": 4.638293743133545,
320
  "learning_rate": 7.780020181634713e-05,
321
+ "loss": 6.5764,
322
  "step": 21000
323
  },
324
  {
325
  "epoch": 9.026028547439127,
326
+ "grad_norm": 4.317777633666992,
327
  "learning_rate": 7.679112008072655e-05,
328
+ "loss": 6.5686,
329
  "step": 21500
330
  },
331
  {
332
  "epoch": 9.235936188077247,
333
+ "grad_norm": 4.681490898132324,
334
  "learning_rate": 7.578203834510595e-05,
335
+ "loss": 6.4478,
336
  "step": 22000
337
  },
338
  {
339
  "epoch": 9.445843828715365,
340
+ "grad_norm": 4.315625190734863,
341
  "learning_rate": 7.477295660948537e-05,
342
+ "loss": 6.4594,
343
  "step": 22500
344
  },
345
  {
346
  "epoch": 9.655751469353484,
347
+ "grad_norm": 3.847973346710205,
348
  "learning_rate": 7.376387487386479e-05,
349
+ "loss": 6.4783,
350
  "step": 23000
351
  },
352
  {
353
  "epoch": 9.865659109991604,
354
+ "grad_norm": 6.255940914154053,
355
  "learning_rate": 7.27547931382442e-05,
356
+ "loss": 6.4777,
357
  "step": 23500
358
  },
359
  {
360
  "epoch": 10.075566750629722,
361
+ "grad_norm": 3.730644941329956,
362
  "learning_rate": 7.174571140262362e-05,
363
+ "loss": 6.4379,
364
  "step": 24000
365
  },
366
  {
367
  "epoch": 10.285474391267842,
368
+ "grad_norm": 3.6163721084594727,
369
  "learning_rate": 7.073662966700304e-05,
370
+ "loss": 6.3757,
371
  "step": 24500
372
  },
373
  {
374
  "epoch": 10.495382031905962,
375
+ "grad_norm": 6.299481391906738,
376
  "learning_rate": 6.972754793138244e-05,
377
+ "loss": 6.3724,
378
  "step": 25000
379
  },
380
  {
381
  "epoch": 10.705289672544081,
382
+ "grad_norm": 4.287810802459717,
383
  "learning_rate": 6.871846619576186e-05,
384
+ "loss": 6.3921,
385
  "step": 25500
386
  },
387
  {
388
  "epoch": 10.9151973131822,
389
+ "grad_norm": 4.100649356842041,
390
  "learning_rate": 6.770938446014128e-05,
391
+ "loss": 6.402,
392
  "step": 26000
393
  },
394
  {
395
  "epoch": 11.125104953820319,
396
+ "grad_norm": 4.9406819343566895,
397
  "learning_rate": 6.670030272452068e-05,
398
+ "loss": 6.3409,
399
  "step": 26500
400
  },
401
  {
402
  "epoch": 11.335012594458439,
403
+ "grad_norm": 3.7887113094329834,
404
  "learning_rate": 6.56912209889001e-05,
405
+ "loss": 6.3122,
406
  "step": 27000
407
  },
408
  {
409
  "epoch": 11.544920235096557,
410
+ "grad_norm": 2.6583824157714844,
411
  "learning_rate": 6.468213925327952e-05,
412
+ "loss": 6.3141,
413
  "step": 27500
414
  },
415
  {
416
  "epoch": 11.754827875734676,
417
+ "grad_norm": 4.447488784790039,
418
  "learning_rate": 6.367305751765893e-05,
419
+ "loss": 6.3233,
420
  "step": 28000
421
  },
422
  {
423
  "epoch": 11.964735516372796,
424
+ "grad_norm": 3.666630983352661,
425
  "learning_rate": 6.266397578203835e-05,
426
+ "loss": 6.3288,
427
  "step": 28500
428
  },
429
  {
430
  "epoch": 12.174643157010916,
431
+ "grad_norm": 5.452030658721924,
432
  "learning_rate": 6.165489404641777e-05,
433
+ "loss": 6.2633,
434
  "step": 29000
435
  },
436
  {
437
  "epoch": 12.384550797649034,
438
+ "grad_norm": 4.218036651611328,
439
  "learning_rate": 6.064581231079718e-05,
440
+ "loss": 6.2574,
441
  "step": 29500
442
  },
443
  {
444
  "epoch": 12.594458438287154,
445
+ "grad_norm": 2.8640193939208984,
446
  "learning_rate": 5.963673057517659e-05,
447
+ "loss": 6.2634,
448
  "step": 30000
449
  },
450
  {
451
  "epoch": 12.594458438287154,
452
+ "eval_accuracy": 0.15451772672580238,
453
+ "eval_loss": 7.229600429534912,
454
+ "eval_runtime": 1.0176,
455
+ "eval_samples_per_second": 470.714,
456
+ "eval_steps_per_second": 4.914,
457
  "step": 30000
458
  },
459
  {
460
  "epoch": 12.804366078925273,
461
+ "grad_norm": 5.212186813354492,
462
  "learning_rate": 5.8627648839556e-05,
463
+ "loss": 6.2586,
464
  "step": 30500
465
  },
466
  {
467
  "epoch": 13.014273719563391,
468
+ "grad_norm": 3.6361076831817627,
469
  "learning_rate": 5.7618567103935416e-05,
470
+ "loss": 6.2629,
471
  "step": 31000
472
  },
473
  {
474
  "epoch": 13.224181360201511,
475
+ "grad_norm": 5.413948059082031,
476
  "learning_rate": 5.660948536831484e-05,
477
+ "loss": 6.206,
478
  "step": 31500
479
  },
480
  {
481
  "epoch": 13.43408900083963,
482
+ "grad_norm": 4.079280853271484,
483
  "learning_rate": 5.5600403632694254e-05,
484
+ "loss": 6.213,
485
  "step": 32000
486
  },
487
  {
488
  "epoch": 13.64399664147775,
489
+ "grad_norm": 4.215555667877197,
490
  "learning_rate": 5.4591321897073666e-05,
491
+ "loss": 6.2147,
492
  "step": 32500
493
  },
494
  {
495
  "epoch": 13.853904282115868,
496
+ "grad_norm": 3.849573850631714,
497
  "learning_rate": 5.358224016145308e-05,
498
+ "loss": 6.2189,
499
  "step": 33000
500
  },
501
  {
502
  "epoch": 14.063811922753988,
503
+ "grad_norm": 4.60481071472168,
504
  "learning_rate": 5.257315842583249e-05,
505
+ "loss": 6.1962,
506
  "step": 33500
507
  },
508
  {
509
  "epoch": 14.273719563392108,
510
+ "grad_norm": 6.386091232299805,
511
  "learning_rate": 5.15640766902119e-05,
512
+ "loss": 6.1677,
513
  "step": 34000
514
  },
515
  {
516
  "epoch": 14.483627204030226,
517
+ "grad_norm": 4.499414443969727,
518
  "learning_rate": 5.055499495459133e-05,
519
+ "loss": 6.1705,
520
  "step": 34500
521
  },
522
  {
523
  "epoch": 14.693534844668346,
524
+ "grad_norm": 3.7441251277923584,
525
  "learning_rate": 4.954591321897074e-05,
526
+ "loss": 6.1722,
527
  "step": 35000
528
  },
529
  {
530
  "epoch": 14.903442485306465,
531
+ "grad_norm": 3.144296646118164,
532
  "learning_rate": 4.853683148335015e-05,
533
+ "loss": 6.1723,
534
  "step": 35500
535
  },
536
  {
537
  "epoch": 15.113350125944585,
538
+ "grad_norm": 3.7621850967407227,
539
  "learning_rate": 4.7527749747729566e-05,
540
+ "loss": 6.1493,
541
  "step": 36000
542
  },
543
  {
544
  "epoch": 15.323257766582703,
545
+ "grad_norm": 3.3722171783447266,
546
  "learning_rate": 4.6518668012108985e-05,
547
+ "loss": 6.1382,
548
  "step": 36500
549
  },
550
  {
551
  "epoch": 15.533165407220823,
552
+ "grad_norm": 4.0898237228393555,
553
  "learning_rate": 4.55095862764884e-05,
554
+ "loss": 6.1344,
555
  "step": 37000
556
  },
557
  {
558
  "epoch": 15.743073047858942,
559
+ "grad_norm": 2.528909206390381,
560
  "learning_rate": 4.450050454086781e-05,
561
+ "loss": 6.1404,
562
  "step": 37500
563
  },
564
  {
565
  "epoch": 15.95298068849706,
566
+ "grad_norm": 3.6384353637695312,
567
  "learning_rate": 4.349142280524723e-05,
568
+ "loss": 6.1333,
569
  "step": 38000
570
  },
571
  {
572
  "epoch": 16.162888329135182,
573
+ "grad_norm": 4.224349021911621,
574
  "learning_rate": 4.248234106962664e-05,
575
+ "loss": 6.1154,
576
  "step": 38500
577
  },
578
  {
579
  "epoch": 16.3727959697733,
580
+ "grad_norm": 2.7164251804351807,
581
  "learning_rate": 4.147325933400605e-05,
582
+ "loss": 6.1076,
583
  "step": 39000
584
  },
585
  {
586
  "epoch": 16.582703610411418,
587
+ "grad_norm": 3.8217499256134033,
588
  "learning_rate": 4.046417759838547e-05,
589
+ "loss": 6.109,
590
  "step": 39500
591
  },
592
  {
593
  "epoch": 16.79261125104954,
594
+ "grad_norm": 4.337832927703857,
595
  "learning_rate": 3.9455095862764884e-05,
596
+ "loss": 6.0994,
597
  "step": 40000
598
  },
599
  {
600
  "epoch": 16.79261125104954,
601
+ "eval_accuracy": 0.15229337221038466,
602
+ "eval_loss": 7.491790294647217,
603
+ "eval_runtime": 1.0187,
604
+ "eval_samples_per_second": 470.228,
605
+ "eval_steps_per_second": 4.908,
606
  "step": 40000
607
  },
608
  {
609
  "epoch": 17.002518891687657,
610
+ "grad_norm": 3.712265729904175,
611
  "learning_rate": 3.84460141271443e-05,
612
+ "loss": 6.1037,
613
  "step": 40500
614
  },
615
  {
616
  "epoch": 17.212426532325775,
617
+ "grad_norm": 3.09163761138916,
618
  "learning_rate": 3.7436932391523715e-05,
619
+ "loss": 6.0796,
620
  "step": 41000
621
  },
622
  {
623
  "epoch": 17.422334172963897,
624
+ "grad_norm": 3.670301675796509,
625
  "learning_rate": 3.642785065590313e-05,
626
+ "loss": 6.0753,
627
  "step": 41500
628
  },
629
  {
630
  "epoch": 17.632241813602015,
631
+ "grad_norm": 3.4407198429107666,
632
  "learning_rate": 3.541876892028255e-05,
633
+ "loss": 6.0812,
634
  "step": 42000
635
  },
636
  {
637
  "epoch": 17.842149454240133,
638
+ "grad_norm": 2.8078510761260986,
639
  "learning_rate": 3.440968718466196e-05,
640
+ "loss": 6.0788,
641
  "step": 42500
642
  },
643
  {
644
  "epoch": 18.052057094878254,
645
+ "grad_norm": 2.582552194595337,
646
  "learning_rate": 3.340060544904137e-05,
647
+ "loss": 6.0706,
648
  "step": 43000
649
  },
650
  {
651
  "epoch": 18.261964735516372,
652
+ "grad_norm": 3.352553606033325,
653
  "learning_rate": 3.239152371342079e-05,
654
+ "loss": 6.0535,
655
  "step": 43500
656
  },
657
  {
658
  "epoch": 18.471872376154494,
659
+ "grad_norm": 1.4775241613388062,
660
  "learning_rate": 3.13824419778002e-05,
661
+ "loss": 6.0499,
662
  "step": 44000
663
  },
664
  {
665
  "epoch": 18.68178001679261,
666
+ "grad_norm": 2.1691818237304688,
667
  "learning_rate": 3.0373360242179615e-05,
668
+ "loss": 6.0492,
669
  "step": 44500
670
  },
671
  {
672
  "epoch": 18.89168765743073,
673
+ "grad_norm": 3.906991720199585,
674
  "learning_rate": 2.9364278506559034e-05,
675
+ "loss": 6.0534,
676
  "step": 45000
677
  },
678
  {
679
  "epoch": 19.10159529806885,
680
+ "grad_norm": 4.238534927368164,
681
  "learning_rate": 2.8355196770938446e-05,
682
+ "loss": 6.0443,
683
  "step": 45500
684
  },
685
  {
686
  "epoch": 19.31150293870697,
687
+ "grad_norm": 3.73866868019104,
688
  "learning_rate": 2.734611503531786e-05,
689
+ "loss": 6.0267,
690
  "step": 46000
691
  },
692
  {
693
  "epoch": 19.521410579345087,
694
+ "grad_norm": 4.061879634857178,
695
  "learning_rate": 2.6337033299697278e-05,
696
+ "loss": 6.029,
697
  "step": 46500
698
  },
699
  {
700
  "epoch": 19.73131821998321,
701
+ "grad_norm": 1.6275923252105713,
702
  "learning_rate": 2.532795156407669e-05,
703
+ "loss": 6.0312,
704
  "step": 47000
705
  },
706
  {
707
  "epoch": 19.941225860621326,
708
+ "grad_norm": 2.3194937705993652,
709
  "learning_rate": 2.4318869828456106e-05,
710
+ "loss": 6.024,
711
  "step": 47500
712
  },
713
  {
714
  "epoch": 20.151133501259444,
715
+ "grad_norm": 2.4898221492767334,
716
  "learning_rate": 2.330978809283552e-05,
717
+ "loss": 6.0184,
718
  "step": 48000
719
  },
720
  {
721
  "epoch": 20.361041141897566,
722
+ "grad_norm": 1.5689467191696167,
723
  "learning_rate": 2.2300706357214934e-05,
724
+ "loss": 6.0113,
725
  "step": 48500
726
  },
727
  {
728
  "epoch": 20.570948782535684,
729
+ "grad_norm": 2.0924572944641113,
730
  "learning_rate": 2.129162462159435e-05,
731
+ "loss": 6.0047,
732
  "step": 49000
733
  },
734
  {
735
  "epoch": 20.7808564231738,
736
+ "grad_norm": 3.0981178283691406,
737
  "learning_rate": 2.0282542885973765e-05,
738
+ "loss": 6.0064,
739
  "step": 49500
740
  },
741
  {
742
  "epoch": 20.990764063811923,
743
+ "grad_norm": 4.074100494384766,
744
  "learning_rate": 1.927346115035318e-05,
745
+ "loss": 6.0062,
746
  "step": 50000
747
  },
748
  {
749
  "epoch": 20.990764063811923,
750
+ "eval_accuracy": 0.1510920458687302,
751
+ "eval_loss": 7.390818119049072,
752
+ "eval_runtime": 1.0237,
753
+ "eval_samples_per_second": 467.917,
754
+ "eval_steps_per_second": 4.884,
755
  "step": 50000
756
  },
757
  {
758
  "epoch": 21.20067170445004,
759
+ "grad_norm": 2.681124687194824,
760
  "learning_rate": 1.8264379414732593e-05,
761
+ "loss": 5.9937,
762
  "step": 50500
763
  },
764
  {
765
  "epoch": 21.410579345088163,
766
+ "grad_norm": 2.0725343227386475,
767
  "learning_rate": 1.725529767911201e-05,
768
+ "loss": 5.9944,
769
  "step": 51000
770
  },
771
  {
772
  "epoch": 21.62048698572628,
773
+ "grad_norm": 5.385054111480713,
774
  "learning_rate": 1.6246215943491424e-05,
775
+ "loss": 5.9913,
776
  "step": 51500
777
  },
778
  {
779
  "epoch": 21.8303946263644,
780
+ "grad_norm": 1.695888876914978,
781
  "learning_rate": 1.5237134207870837e-05,
782
+ "loss": 5.9879,
783
  "step": 52000
784
  },
785
  {
786
  "epoch": 22.04030226700252,
787
+ "grad_norm": 2.4581727981567383,
788
  "learning_rate": 1.4228052472250252e-05,
789
+ "loss": 5.9876,
790
  "step": 52500
791
  },
792
  {
793
  "epoch": 22.250209907640638,
794
+ "grad_norm": 0.8789335489273071,
795
  "learning_rate": 1.3218970736629668e-05,
796
+ "loss": 5.9758,
797
  "step": 53000
798
  },
799
  {
800
  "epoch": 22.460117548278756,
801
+ "grad_norm": 6.385268211364746,
802
  "learning_rate": 1.2209889001009082e-05,
803
+ "loss": 5.9773,
804
  "step": 53500
805
  },
806
  {
807
  "epoch": 22.670025188916878,
808
+ "grad_norm": 3.9702112674713135,
809
  "learning_rate": 1.1200807265388496e-05,
810
+ "loss": 5.9772,
811
  "step": 54000
812
  },
813
  {
814
  "epoch": 22.879932829554996,
815
+ "grad_norm": 3.841106653213501,
816
  "learning_rate": 1.0191725529767912e-05,
817
+ "loss": 5.9728,
818
  "step": 54500
819
  },
820
  {
821
  "epoch": 23.089840470193113,
822
+ "grad_norm": 2.1624410152435303,
823
  "learning_rate": 9.182643794147326e-06,
824
+ "loss": 5.9677,
825
  "step": 55000
826
  },
827
  {
828
  "epoch": 23.299748110831235,
829
+ "grad_norm": 1.8635454177856445,
830
  "learning_rate": 8.173562058526741e-06,
831
+ "loss": 5.9647,
832
  "step": 55500
833
  },
834
  {
835
  "epoch": 23.509655751469353,
836
+ "grad_norm": 1.5375641584396362,
837
  "learning_rate": 7.164480322906156e-06,
838
+ "loss": 5.9643,
839
  "step": 56000
840
  },
841
  {
842
  "epoch": 23.719563392107474,
843
+ "grad_norm": 2.0004587173461914,
844
  "learning_rate": 6.155398587285571e-06,
845
+ "loss": 5.9589,
846
  "step": 56500
847
  },
848
  {
849
  "epoch": 23.929471032745592,
850
+ "grad_norm": 4.578677654266357,
851
  "learning_rate": 5.146316851664986e-06,
852
+ "loss": 5.9608,
853
  "step": 57000
854
  },
855
  {
856
  "epoch": 24.13937867338371,
857
+ "grad_norm": 2.199143171310425,
858
  "learning_rate": 4.1372351160444e-06,
859
+ "loss": 5.9534,
860
  "step": 57500
861
  },
862
  {
863
  "epoch": 24.349286314021832,
864
+ "grad_norm": 0.8375799655914307,
865
  "learning_rate": 3.1281533804238145e-06,
866
+ "loss": 5.9541,
867
  "step": 58000
868
  },
869
  {
870
  "epoch": 24.55919395465995,
871
+ "grad_norm": 3.7426412105560303,
872
  "learning_rate": 2.1190716448032293e-06,
873
+ "loss": 5.9519,
874
  "step": 58500
875
  },
876
  {
877
  "epoch": 24.769101595298068,
878
+ "grad_norm": 0.7772536277770996,
879
  "learning_rate": 1.109989909182644e-06,
880
+ "loss": 5.9495,
881
  "step": 59000
882
  },
883
  {
884
  "epoch": 24.97900923593619,
885
+ "grad_norm": 0.813712477684021,
886
  "learning_rate": 1.0090817356205853e-07,
887
+ "loss": 5.9498,
888
  "step": 59500
889
  },
890
  {
891
  "epoch": 25.0,
892
  "step": 59550,
893
  "total_flos": 1.5161929390646784e+18,
894
+ "train_loss": 6.650803347186418,
895
+ "train_runtime": 24926.7454,
896
+ "train_samples_per_second": 229.311,
897
+ "train_steps_per_second": 2.389
898
  }
899
  ],
900
  "logging_steps": 500,