Hartunka commited on
Commit
1c8e9e1
·
verified ·
1 Parent(s): ab5026f

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 +270 -270
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_10_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_10_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: 6.3615
20
- - Accuracy: 0.1524
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-10_v2
7
  metrics:
8
  - accuracy
9
  model-index:
10
  - name: bert_base_km_10_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-10_v2
17
+ type: Hartunka/processed_wikitext-103-raw-v1-km-10_v2
18
+ metrics:
19
+ - name: Accuracy
20
+ type: accuracy
21
+ value: 0.15457422161948353
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_10_v2
28
 
29
+ This model is a fine-tuned version of [](https://huggingface.co/) on the Hartunka/processed_wikitext-103-raw-v1-km-10_v2 dataset.
30
  It achieves the following results on the evaluation set:
31
+ - Loss: 6.2999
32
+ - Accuracy: 0.1546
33
 
34
  ## Model description
35
 
all_results.json CHANGED
@@ -1,16 +1,16 @@
1
  {
2
  "epoch": 25.0,
3
- "eval_accuracy": 0.15561959654178675,
4
- "eval_loss": 6.325186252593994,
5
- "eval_runtime": 1.0585,
6
  "eval_samples": 479,
7
- "eval_samples_per_second": 452.547,
8
- "eval_steps_per_second": 4.724,
9
- "perplexity": 558.461818941483,
10
  "total_flos": 1.5149776477860864e+18,
11
- "train_loss": 6.212542548319755,
12
- "train_runtime": 24740.6956,
13
  "train_samples": 228639,
14
- "train_samples_per_second": 231.035,
15
- "train_steps_per_second": 2.407
16
  }
 
1
  {
2
  "epoch": 25.0,
3
+ "eval_accuracy": 0.15457422161948353,
4
+ "eval_loss": 6.299930572509766,
5
+ "eval_runtime": 1.0219,
6
  "eval_samples": 479,
7
+ "eval_samples_per_second": 468.743,
8
+ "eval_steps_per_second": 4.893,
9
+ "perplexity": 544.5341031773928,
10
  "total_flos": 1.5149776477860864e+18,
11
+ "train_loss": 6.208375089887207,
12
+ "train_runtime": 24672.4974,
13
  "train_samples": 228639,
14
+ "train_samples_per_second": 231.674,
15
+ "train_steps_per_second": 2.414
16
  }
eval_results.json CHANGED
@@ -1,10 +1,10 @@
1
  {
2
  "epoch": 25.0,
3
- "eval_accuracy": 0.15561959654178675,
4
- "eval_loss": 6.325186252593994,
5
- "eval_runtime": 1.0585,
6
  "eval_samples": 479,
7
- "eval_samples_per_second": 452.547,
8
- "eval_steps_per_second": 4.724,
9
- "perplexity": 558.461818941483
10
  }
 
1
  {
2
  "epoch": 25.0,
3
+ "eval_accuracy": 0.15457422161948353,
4
+ "eval_loss": 6.299930572509766,
5
+ "eval_runtime": 1.0219,
6
  "eval_samples": 479,
7
+ "eval_samples_per_second": 468.743,
8
+ "eval_steps_per_second": 4.893,
9
+ "perplexity": 544.5341031773928
10
  }
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 25.0,
3
  "total_flos": 1.5149776477860864e+18,
4
- "train_loss": 6.212542548319755,
5
- "train_runtime": 24740.6956,
6
  "train_samples": 228639,
7
- "train_samples_per_second": 231.035,
8
- "train_steps_per_second": 2.407
9
  }
 
1
  {
2
  "epoch": 25.0,
3
  "total_flos": 1.5149776477860864e+18,
4
+ "train_loss": 6.208375089887207,
5
+ "train_runtime": 24672.4974,
6
  "train_samples": 228639,
7
+ "train_samples_per_second": 231.674,
8
+ "train_steps_per_second": 2.414
9
  }
trainer_state.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "best_global_step": 40000,
3
- "best_metric": 6.3062849044799805,
4
- "best_model_checkpoint": "bert_base_km_10_v2/checkpoint-40000",
5
  "epoch": 25.0,
6
  "eval_steps": 10000,
7
  "global_step": 59550,
@@ -11,890 +11,890 @@
11
  "log_history": [
12
  {
13
  "epoch": 0.20990764063811923,
14
- "grad_norm": 2.9562325477600098,
15
  "learning_rate": 5e-06,
16
- "loss": 11.0235,
17
  "step": 500
18
  },
19
  {
20
  "epoch": 0.41981528127623846,
21
- "grad_norm": 17.698453903198242,
22
  "learning_rate": 1e-05,
23
- "loss": 8.8552,
24
  "step": 1000
25
  },
26
  {
27
  "epoch": 0.6297229219143576,
28
- "grad_norm": 22.179046630859375,
29
  "learning_rate": 1.5e-05,
30
- "loss": 8.0013,
31
  "step": 1500
32
  },
33
  {
34
  "epoch": 0.8396305625524769,
35
- "grad_norm": 13.386920928955078,
36
  "learning_rate": 2e-05,
37
- "loss": 7.658,
38
  "step": 2000
39
  },
40
  {
41
  "epoch": 1.0495382031905962,
42
- "grad_norm": 4.086881160736084,
43
  "learning_rate": 2.5e-05,
44
- "loss": 7.4443,
45
  "step": 2500
46
  },
47
  {
48
  "epoch": 1.2594458438287153,
49
- "grad_norm": 18.590084075927734,
50
  "learning_rate": 3e-05,
51
- "loss": 7.2741,
52
  "step": 3000
53
  },
54
  {
55
  "epoch": 1.4693534844668346,
56
- "grad_norm": 5.107962608337402,
57
  "learning_rate": 3.5e-05,
58
- "loss": 7.148,
59
  "step": 3500
60
  },
61
  {
62
  "epoch": 1.6792611251049538,
63
- "grad_norm": 5.024056911468506,
64
  "learning_rate": 4e-05,
65
- "loss": 7.0377,
66
  "step": 4000
67
  },
68
  {
69
  "epoch": 1.8891687657430731,
70
- "grad_norm": 2.413734197616577,
71
  "learning_rate": 4.5e-05,
72
- "loss": 6.9474,
73
  "step": 4500
74
  },
75
  {
76
  "epoch": 2.0990764063811924,
77
- "grad_norm": 8.736750602722168,
78
  "learning_rate": 5e-05,
79
- "loss": 6.8616,
80
  "step": 5000
81
  },
82
  {
83
  "epoch": 2.3089840470193117,
84
- "grad_norm": 2.9648070335388184,
85
  "learning_rate": 5.500000000000001e-05,
86
- "loss": 6.7957,
87
  "step": 5500
88
  },
89
  {
90
  "epoch": 2.5188916876574305,
91
- "grad_norm": 2.61800479888916,
92
  "learning_rate": 6e-05,
93
- "loss": 6.7612,
94
  "step": 6000
95
  },
96
  {
97
  "epoch": 2.72879932829555,
98
- "grad_norm": 1.6698569059371948,
99
  "learning_rate": 6.500000000000001e-05,
100
- "loss": 6.7282,
101
  "step": 6500
102
  },
103
  {
104
  "epoch": 2.938706968933669,
105
- "grad_norm": 3.9698450565338135,
106
  "learning_rate": 7e-05,
107
- "loss": 6.6944,
108
  "step": 7000
109
  },
110
  {
111
  "epoch": 3.1486146095717884,
112
- "grad_norm": 3.265909194946289,
113
  "learning_rate": 7.500000000000001e-05,
114
- "loss": 6.6338,
115
  "step": 7500
116
  },
117
  {
118
  "epoch": 3.3585222502099077,
119
- "grad_norm": 4.147052764892578,
120
  "learning_rate": 8e-05,
121
- "loss": 6.6197,
122
  "step": 8000
123
  },
124
  {
125
  "epoch": 3.568429890848027,
126
- "grad_norm": 3.2067461013793945,
127
  "learning_rate": 8.5e-05,
128
- "loss": 6.6051,
129
  "step": 8500
130
  },
131
  {
132
  "epoch": 3.7783375314861463,
133
- "grad_norm": 4.531407833099365,
134
  "learning_rate": 9e-05,
135
- "loss": 6.5858,
136
  "step": 9000
137
  },
138
  {
139
  "epoch": 3.988245172124265,
140
- "grad_norm": 3.9769198894500732,
141
  "learning_rate": 9.5e-05,
142
- "loss": 6.5653,
143
  "step": 9500
144
  },
145
  {
146
  "epoch": 4.198152812762385,
147
- "grad_norm": 2.9494242668151855,
148
  "learning_rate": 0.0001,
149
- "loss": 6.4969,
150
  "step": 10000
151
  },
152
  {
153
  "epoch": 4.198152812762385,
154
- "eval_accuracy": 0.1499485238876986,
155
- "eval_loss": 6.510183334350586,
156
- "eval_runtime": 1.0354,
157
- "eval_samples_per_second": 462.609,
158
- "eval_steps_per_second": 4.829,
159
  "step": 10000
160
  },
161
  {
162
  "epoch": 4.408060453400504,
163
- "grad_norm": 1.840803623199463,
164
  "learning_rate": 9.899091826437942e-05,
165
- "loss": 6.4883,
166
  "step": 10500
167
  },
168
  {
169
  "epoch": 4.617968094038623,
170
- "grad_norm": 1.7808061838150024,
171
  "learning_rate": 9.798183652875883e-05,
172
- "loss": 6.4772,
173
  "step": 11000
174
  },
175
  {
176
  "epoch": 4.827875734676742,
177
- "grad_norm": 2.438516139984131,
178
  "learning_rate": 9.697275479313825e-05,
179
- "loss": 6.4639,
180
  "step": 11500
181
  },
182
  {
183
  "epoch": 5.037783375314861,
184
- "grad_norm": 1.6112890243530273,
185
  "learning_rate": 9.596367305751767e-05,
186
- "loss": 6.4355,
187
  "step": 12000
188
  },
189
  {
190
  "epoch": 5.247691015952981,
191
- "grad_norm": 3.26106333732605,
192
  "learning_rate": 9.495459132189707e-05,
193
- "loss": 6.3789,
194
  "step": 12500
195
  },
196
  {
197
  "epoch": 5.4575986565911,
198
- "grad_norm": 1.8721084594726562,
199
  "learning_rate": 9.394550958627649e-05,
200
- "loss": 6.3709,
201
  "step": 13000
202
  },
203
  {
204
  "epoch": 5.667506297229219,
205
- "grad_norm": 1.87173330783844,
206
  "learning_rate": 9.293642785065591e-05,
207
- "loss": 6.3687,
208
  "step": 13500
209
  },
210
  {
211
  "epoch": 5.877413937867338,
212
- "grad_norm": 3.479503870010376,
213
  "learning_rate": 9.192734611503532e-05,
214
- "loss": 6.3636,
215
  "step": 14000
216
  },
217
  {
218
  "epoch": 6.087321578505458,
219
- "grad_norm": 2.306701421737671,
220
  "learning_rate": 9.091826437941474e-05,
221
- "loss": 6.323,
222
  "step": 14500
223
  },
224
  {
225
  "epoch": 6.297229219143577,
226
- "grad_norm": 1.920249581336975,
227
  "learning_rate": 8.990918264379415e-05,
228
- "loss": 6.2928,
229
  "step": 15000
230
  },
231
  {
232
  "epoch": 6.507136859781696,
233
- "grad_norm": 1.3836824893951416,
234
  "learning_rate": 8.890010090817356e-05,
235
- "loss": 6.2833,
236
  "step": 15500
237
  },
238
  {
239
  "epoch": 6.717044500419815,
240
- "grad_norm": 1.9751460552215576,
241
  "learning_rate": 8.789101917255298e-05,
242
- "loss": 6.284,
243
  "step": 16000
244
  },
245
  {
246
  "epoch": 6.926952141057934,
247
- "grad_norm": 1.621890902519226,
248
  "learning_rate": 8.68819374369324e-05,
249
- "loss": 6.2808,
250
  "step": 16500
251
  },
252
  {
253
  "epoch": 7.136859781696054,
254
- "grad_norm": 1.5578926801681519,
255
  "learning_rate": 8.58728557013118e-05,
256
- "loss": 6.2316,
257
  "step": 17000
258
  },
259
  {
260
  "epoch": 7.346767422334173,
261
- "grad_norm": 1.4018528461456299,
262
  "learning_rate": 8.486377396569122e-05,
263
- "loss": 6.2145,
264
  "step": 17500
265
  },
266
  {
267
  "epoch": 7.5566750629722925,
268
- "grad_norm": 2.7806613445281982,
269
  "learning_rate": 8.385469223007064e-05,
270
- "loss": 6.2183,
271
  "step": 18000
272
  },
273
  {
274
  "epoch": 7.766582703610411,
275
- "grad_norm": 2.7784783840179443,
276
  "learning_rate": 8.284561049445006e-05,
277
- "loss": 6.2219,
278
  "step": 18500
279
  },
280
  {
281
  "epoch": 7.97649034424853,
282
- "grad_norm": 1.9644310474395752,
283
  "learning_rate": 8.183652875882947e-05,
284
- "loss": 6.2192,
285
  "step": 19000
286
  },
287
  {
288
  "epoch": 8.18639798488665,
289
- "grad_norm": 2.034841537475586,
290
  "learning_rate": 8.082744702320889e-05,
291
- "loss": 6.1627,
292
  "step": 19500
293
  },
294
  {
295
  "epoch": 8.39630562552477,
296
- "grad_norm": 3.0792479515075684,
297
  "learning_rate": 7.98183652875883e-05,
298
- "loss": 6.1617,
299
  "step": 20000
300
  },
301
  {
302
  "epoch": 8.39630562552477,
303
- "eval_accuracy": 0.15317489267375628,
304
- "eval_loss": 6.349700927734375,
305
- "eval_runtime": 1.015,
306
- "eval_samples_per_second": 471.903,
307
- "eval_steps_per_second": 4.926,
308
  "step": 20000
309
  },
310
  {
311
  "epoch": 8.606213266162888,
312
- "grad_norm": 1.869396686553955,
313
  "learning_rate": 7.880928355196771e-05,
314
- "loss": 6.1613,
315
  "step": 20500
316
  },
317
  {
318
  "epoch": 8.816120906801007,
319
- "grad_norm": 2.249077796936035,
320
  "learning_rate": 7.780020181634713e-05,
321
- "loss": 6.1601,
322
  "step": 21000
323
  },
324
  {
325
  "epoch": 9.026028547439127,
326
- "grad_norm": 0.937393844127655,
327
  "learning_rate": 7.679112008072655e-05,
328
- "loss": 6.1498,
329
  "step": 21500
330
  },
331
  {
332
  "epoch": 9.235936188077247,
333
- "grad_norm": 1.8309992551803589,
334
  "learning_rate": 7.578203834510595e-05,
335
- "loss": 6.1159,
336
  "step": 22000
337
  },
338
  {
339
  "epoch": 9.445843828715365,
340
- "grad_norm": 2.2449676990509033,
341
  "learning_rate": 7.477295660948537e-05,
342
- "loss": 6.1121,
343
  "step": 22500
344
  },
345
  {
346
  "epoch": 9.655751469353484,
347
- "grad_norm": 2.006056070327759,
348
  "learning_rate": 7.376387487386479e-05,
349
- "loss": 6.1132,
350
  "step": 23000
351
  },
352
  {
353
  "epoch": 9.865659109991604,
354
- "grad_norm": 1.902909517288208,
355
  "learning_rate": 7.27547931382442e-05,
356
- "loss": 6.1136,
357
  "step": 23500
358
  },
359
  {
360
  "epoch": 10.075566750629722,
361
- "grad_norm": 1.2427181005477905,
362
  "learning_rate": 7.174571140262362e-05,
363
- "loss": 6.0892,
364
  "step": 24000
365
  },
366
  {
367
  "epoch": 10.285474391267842,
368
- "grad_norm": 2.3167381286621094,
369
  "learning_rate": 7.073662966700304e-05,
370
- "loss": 6.0766,
371
  "step": 24500
372
  },
373
  {
374
  "epoch": 10.495382031905962,
375
- "grad_norm": 1.573493242263794,
376
  "learning_rate": 6.972754793138244e-05,
377
- "loss": 6.0668,
378
  "step": 25000
379
  },
380
  {
381
  "epoch": 10.705289672544081,
382
- "grad_norm": 3.7507879734039307,
383
  "learning_rate": 6.871846619576186e-05,
384
- "loss": 6.0654,
385
  "step": 25500
386
  },
387
  {
388
  "epoch": 10.9151973131822,
389
- "grad_norm": 2.302229166030884,
390
  "learning_rate": 6.770938446014128e-05,
391
- "loss": 6.07,
392
  "step": 26000
393
  },
394
  {
395
  "epoch": 11.125104953820319,
396
- "grad_norm": 3.5238773822784424,
397
  "learning_rate": 6.670030272452068e-05,
398
- "loss": 6.0442,
399
  "step": 26500
400
  },
401
  {
402
  "epoch": 11.335012594458439,
403
- "grad_norm": 2.082115411758423,
404
  "learning_rate": 6.56912209889001e-05,
405
- "loss": 6.0376,
406
  "step": 27000
407
  },
408
  {
409
  "epoch": 11.544920235096557,
410
- "grad_norm": 2.6825358867645264,
411
  "learning_rate": 6.468213925327952e-05,
412
- "loss": 6.0319,
413
  "step": 27500
414
  },
415
  {
416
  "epoch": 11.754827875734676,
417
- "grad_norm": 2.8914504051208496,
418
  "learning_rate": 6.367305751765893e-05,
419
- "loss": 6.0314,
420
  "step": 28000
421
  },
422
  {
423
  "epoch": 11.964735516372796,
424
- "grad_norm": 2.513441801071167,
425
  "learning_rate": 6.266397578203835e-05,
426
- "loss": 6.0281,
427
  "step": 28500
428
  },
429
  {
430
  "epoch": 12.174643157010916,
431
- "grad_norm": 2.4295971393585205,
432
  "learning_rate": 6.165489404641777e-05,
433
- "loss": 6.0116,
434
  "step": 29000
435
  },
436
  {
437
  "epoch": 12.384550797649034,
438
- "grad_norm": 1.3470953702926636,
439
  "learning_rate": 6.064581231079718e-05,
440
- "loss": 5.9952,
441
  "step": 29500
442
  },
443
  {
444
  "epoch": 12.594458438287154,
445
- "grad_norm": 1.2119895219802856,
446
  "learning_rate": 5.963673057517659e-05,
447
- "loss": 6.0026,
448
  "step": 30000
449
  },
450
  {
451
  "epoch": 12.594458438287154,
452
- "eval_accuracy": 0.154461762319165,
453
- "eval_loss": 6.342120170593262,
454
- "eval_runtime": 1.0069,
455
- "eval_samples_per_second": 475.715,
456
- "eval_steps_per_second": 4.966,
457
  "step": 30000
458
  },
459
  {
460
  "epoch": 12.804366078925273,
461
- "grad_norm": 2.608718156814575,
462
  "learning_rate": 5.8627648839556e-05,
463
- "loss": 5.996,
464
  "step": 30500
465
  },
466
  {
467
  "epoch": 13.014273719563391,
468
- "grad_norm": 1.874100685119629,
469
  "learning_rate": 5.7618567103935416e-05,
470
- "loss": 5.9987,
471
  "step": 31000
472
  },
473
  {
474
  "epoch": 13.224181360201511,
475
- "grad_norm": 2.4008915424346924,
476
  "learning_rate": 5.660948536831484e-05,
477
- "loss": 5.9732,
478
  "step": 31500
479
  },
480
  {
481
  "epoch": 13.43408900083963,
482
- "grad_norm": 0.8543368577957153,
483
  "learning_rate": 5.5600403632694254e-05,
484
- "loss": 5.9705,
485
  "step": 32000
486
  },
487
  {
488
  "epoch": 13.64399664147775,
489
- "grad_norm": 1.8783243894577026,
490
  "learning_rate": 5.4591321897073666e-05,
491
- "loss": 5.9761,
492
  "step": 32500
493
  },
494
  {
495
  "epoch": 13.853904282115868,
496
- "grad_norm": 3.0358753204345703,
497
  "learning_rate": 5.358224016145308e-05,
498
- "loss": 5.9733,
499
  "step": 33000
500
  },
501
  {
502
  "epoch": 14.063811922753988,
503
- "grad_norm": 2.7263076305389404,
504
  "learning_rate": 5.257315842583249e-05,
505
- "loss": 5.9591,
506
  "step": 33500
507
  },
508
  {
509
  "epoch": 14.273719563392108,
510
- "grad_norm": 2.218528985977173,
511
  "learning_rate": 5.15640766902119e-05,
512
- "loss": 5.9475,
513
  "step": 34000
514
  },
515
  {
516
  "epoch": 14.483627204030226,
517
- "grad_norm": 2.09617018699646,
518
  "learning_rate": 5.055499495459133e-05,
519
- "loss": 5.949,
520
  "step": 34500
521
  },
522
  {
523
  "epoch": 14.693534844668346,
524
- "grad_norm": 0.8091275095939636,
525
  "learning_rate": 4.954591321897074e-05,
526
- "loss": 5.9477,
527
  "step": 35000
528
  },
529
  {
530
  "epoch": 14.903442485306465,
531
- "grad_norm": 0.9276658892631531,
532
  "learning_rate": 4.853683148335015e-05,
533
- "loss": 5.9454,
534
  "step": 35500
535
  },
536
  {
537
  "epoch": 15.113350125944585,
538
- "grad_norm": 2.462109327316284,
539
  "learning_rate": 4.7527749747729566e-05,
540
- "loss": 5.9331,
541
  "step": 36000
542
  },
543
  {
544
  "epoch": 15.323257766582703,
545
- "grad_norm": 2.254075288772583,
546
  "learning_rate": 4.6518668012108985e-05,
547
- "loss": 5.9298,
548
  "step": 36500
549
  },
550
  {
551
  "epoch": 15.533165407220823,
552
- "grad_norm": 1.9004478454589844,
553
  "learning_rate": 4.55095862764884e-05,
554
- "loss": 5.9271,
555
  "step": 37000
556
  },
557
  {
558
  "epoch": 15.743073047858942,
559
- "grad_norm": 2.358386516571045,
560
  "learning_rate": 4.450050454086781e-05,
561
- "loss": 5.9278,
562
  "step": 37500
563
  },
564
  {
565
  "epoch": 15.95298068849706,
566
- "grad_norm": 2.4182186126708984,
567
  "learning_rate": 4.349142280524723e-05,
568
- "loss": 5.9239,
569
  "step": 38000
570
  },
571
  {
572
  "epoch": 16.162888329135182,
573
- "grad_norm": 2.934300184249878,
574
  "learning_rate": 4.248234106962664e-05,
575
- "loss": 5.9158,
576
  "step": 38500
577
  },
578
  {
579
  "epoch": 16.3727959697733,
580
- "grad_norm": 1.7431899309158325,
581
  "learning_rate": 4.147325933400605e-05,
582
- "loss": 5.9073,
583
  "step": 39000
584
  },
585
  {
586
  "epoch": 16.582703610411418,
587
- "grad_norm": 1.3285027742385864,
588
  "learning_rate": 4.046417759838547e-05,
589
- "loss": 5.908,
590
  "step": 39500
591
  },
592
  {
593
  "epoch": 16.79261125104954,
594
- "grad_norm": 3.0293195247650146,
595
  "learning_rate": 3.9455095862764884e-05,
596
- "loss": 5.8999,
597
  "step": 40000
598
  },
599
  {
600
  "epoch": 16.79261125104954,
601
- "eval_accuracy": 0.15363911629471796,
602
- "eval_loss": 6.3062849044799805,
603
- "eval_runtime": 1.0052,
604
- "eval_samples_per_second": 476.529,
605
- "eval_steps_per_second": 4.974,
606
  "step": 40000
607
  },
608
  {
609
  "epoch": 17.002518891687657,
610
- "grad_norm": 1.3343366384506226,
611
  "learning_rate": 3.84460141271443e-05,
612
- "loss": 5.9068,
613
  "step": 40500
614
  },
615
  {
616
  "epoch": 17.212426532325775,
617
- "grad_norm": 0.9144035577774048,
618
  "learning_rate": 3.7436932391523715e-05,
619
- "loss": 5.8911,
620
  "step": 41000
621
  },
622
  {
623
  "epoch": 17.422334172963897,
624
- "grad_norm": 1.2867867946624756,
625
  "learning_rate": 3.642785065590313e-05,
626
- "loss": 5.8886,
627
  "step": 41500
628
  },
629
  {
630
  "epoch": 17.632241813602015,
631
- "grad_norm": 0.9098787903785706,
632
  "learning_rate": 3.541876892028255e-05,
633
- "loss": 5.8906,
634
  "step": 42000
635
  },
636
  {
637
  "epoch": 17.842149454240133,
638
- "grad_norm": 1.5115971565246582,
639
  "learning_rate": 3.440968718466196e-05,
640
- "loss": 5.8865,
641
  "step": 42500
642
  },
643
  {
644
  "epoch": 18.052057094878254,
645
- "grad_norm": 0.9073482751846313,
646
  "learning_rate": 3.340060544904137e-05,
647
- "loss": 5.8811,
648
  "step": 43000
649
  },
650
  {
651
  "epoch": 18.261964735516372,
652
- "grad_norm": 3.656424045562744,
653
  "learning_rate": 3.239152371342079e-05,
654
- "loss": 5.8726,
655
  "step": 43500
656
  },
657
  {
658
  "epoch": 18.471872376154494,
659
- "grad_norm": 2.196565866470337,
660
  "learning_rate": 3.13824419778002e-05,
661
- "loss": 5.8744,
662
  "step": 44000
663
  },
664
  {
665
  "epoch": 18.68178001679261,
666
- "grad_norm": 2.9759039878845215,
667
  "learning_rate": 3.0373360242179615e-05,
668
- "loss": 5.8729,
669
  "step": 44500
670
  },
671
  {
672
  "epoch": 18.89168765743073,
673
- "grad_norm": 0.7581497430801392,
674
  "learning_rate": 2.9364278506559034e-05,
675
- "loss": 5.875,
676
  "step": 45000
677
  },
678
  {
679
  "epoch": 19.10159529806885,
680
- "grad_norm": 2.455521583557129,
681
  "learning_rate": 2.8355196770938446e-05,
682
- "loss": 5.8716,
683
  "step": 45500
684
  },
685
  {
686
  "epoch": 19.31150293870697,
687
- "grad_norm": 3.327491283416748,
688
  "learning_rate": 2.734611503531786e-05,
689
- "loss": 5.858,
690
  "step": 46000
691
  },
692
  {
693
  "epoch": 19.521410579345087,
694
- "grad_norm": 0.8205088973045349,
695
  "learning_rate": 2.6337033299697278e-05,
696
- "loss": 5.8592,
697
  "step": 46500
698
  },
699
  {
700
  "epoch": 19.73131821998321,
701
- "grad_norm": 0.7729224562644958,
702
  "learning_rate": 2.532795156407669e-05,
703
- "loss": 5.8604,
704
  "step": 47000
705
  },
706
  {
707
  "epoch": 19.941225860621326,
708
- "grad_norm": 3.09210467338562,
709
  "learning_rate": 2.4318869828456106e-05,
710
- "loss": 5.8569,
711
  "step": 47500
712
  },
713
  {
714
  "epoch": 20.151133501259444,
715
- "grad_norm": 0.7637450695037842,
716
  "learning_rate": 2.330978809283552e-05,
717
- "loss": 5.8508,
718
  "step": 48000
719
  },
720
  {
721
  "epoch": 20.361041141897566,
722
- "grad_norm": 0.7816163897514343,
723
  "learning_rate": 2.2300706357214934e-05,
724
- "loss": 5.8493,
725
  "step": 48500
726
  },
727
  {
728
  "epoch": 20.570948782535684,
729
- "grad_norm": 1.9569042921066284,
730
  "learning_rate": 2.129162462159435e-05,
731
- "loss": 5.8435,
732
  "step": 49000
733
  },
734
  {
735
  "epoch": 20.7808564231738,
736
- "grad_norm": 1.819555401802063,
737
  "learning_rate": 2.0282542885973765e-05,
738
- "loss": 5.8434,
739
  "step": 49500
740
  },
741
  {
742
  "epoch": 20.990764063811923,
743
- "grad_norm": 3.0075411796569824,
744
  "learning_rate": 1.927346115035318e-05,
745
- "loss": 5.8424,
746
  "step": 50000
747
  },
748
  {
749
  "epoch": 20.990764063811923,
750
- "eval_accuracy": 0.1518210110185886,
751
- "eval_loss": 6.399431228637695,
752
- "eval_runtime": 1.0407,
753
- "eval_samples_per_second": 460.263,
754
- "eval_steps_per_second": 4.804,
755
  "step": 50000
756
  },
757
  {
758
  "epoch": 21.20067170445004,
759
- "grad_norm": 1.2910844087600708,
760
  "learning_rate": 1.8264379414732593e-05,
761
- "loss": 5.8371,
762
  "step": 50500
763
  },
764
  {
765
  "epoch": 21.410579345088163,
766
- "grad_norm": 1.4958844184875488,
767
  "learning_rate": 1.725529767911201e-05,
768
- "loss": 5.8351,
769
  "step": 51000
770
  },
771
  {
772
  "epoch": 21.62048698572628,
773
- "grad_norm": 3.3193728923797607,
774
  "learning_rate": 1.6246215943491424e-05,
775
- "loss": 5.8341,
776
  "step": 51500
777
  },
778
  {
779
  "epoch": 21.8303946263644,
780
- "grad_norm": 0.7783209085464478,
781
  "learning_rate": 1.5237134207870837e-05,
782
- "loss": 5.8346,
783
  "step": 52000
784
  },
785
  {
786
  "epoch": 22.04030226700252,
787
- "grad_norm": 4.355439186096191,
788
  "learning_rate": 1.4228052472250252e-05,
789
- "loss": 5.8323,
790
  "step": 52500
791
  },
792
  {
793
  "epoch": 22.250209907640638,
794
- "grad_norm": 2.6427314281463623,
795
  "learning_rate": 1.3218970736629668e-05,
796
- "loss": 5.8208,
797
  "step": 53000
798
  },
799
  {
800
  "epoch": 22.460117548278756,
801
- "grad_norm": 2.9217841625213623,
802
  "learning_rate": 1.2209889001009082e-05,
803
- "loss": 5.8258,
804
  "step": 53500
805
  },
806
  {
807
  "epoch": 22.670025188916878,
808
- "grad_norm": 1.1128212213516235,
809
  "learning_rate": 1.1200807265388496e-05,
810
- "loss": 5.8264,
811
  "step": 54000
812
  },
813
  {
814
  "epoch": 22.879932829554996,
815
- "grad_norm": 0.7884045243263245,
816
  "learning_rate": 1.0191725529767912e-05,
817
- "loss": 5.8219,
818
  "step": 54500
819
  },
820
  {
821
  "epoch": 23.089840470193113,
822
- "grad_norm": 0.7929973602294922,
823
  "learning_rate": 9.182643794147326e-06,
824
- "loss": 5.8197,
825
  "step": 55000
826
  },
827
  {
828
  "epoch": 23.299748110831235,
829
- "grad_norm": 0.7606703042984009,
830
  "learning_rate": 8.173562058526741e-06,
831
- "loss": 5.8172,
832
  "step": 55500
833
  },
834
  {
835
  "epoch": 23.509655751469353,
836
- "grad_norm": 1.0099503993988037,
837
  "learning_rate": 7.164480322906156e-06,
838
- "loss": 5.8169,
839
  "step": 56000
840
  },
841
  {
842
  "epoch": 23.719563392107474,
843
- "grad_norm": 0.7755547165870667,
844
  "learning_rate": 6.155398587285571e-06,
845
- "loss": 5.8117,
846
  "step": 56500
847
  },
848
  {
849
  "epoch": 23.929471032745592,
850
- "grad_norm": 0.7879419922828674,
851
  "learning_rate": 5.146316851664986e-06,
852
- "loss": 5.815,
853
  "step": 57000
854
  },
855
  {
856
  "epoch": 24.13937867338371,
857
- "grad_norm": 0.7881122827529907,
858
  "learning_rate": 4.1372351160444e-06,
859
- "loss": 5.8103,
860
  "step": 57500
861
  },
862
  {
863
  "epoch": 24.349286314021832,
864
- "grad_norm": 0.7837434411048889,
865
  "learning_rate": 3.1281533804238145e-06,
866
- "loss": 5.8133,
867
  "step": 58000
868
  },
869
  {
870
  "epoch": 24.55919395465995,
871
- "grad_norm": 0.8001644611358643,
872
  "learning_rate": 2.1190716448032293e-06,
873
- "loss": 5.8074,
874
  "step": 58500
875
  },
876
  {
877
  "epoch": 24.769101595298068,
878
- "grad_norm": 0.7615817189216614,
879
  "learning_rate": 1.109989909182644e-06,
880
- "loss": 5.8077,
881
  "step": 59000
882
  },
883
  {
884
  "epoch": 24.97900923593619,
885
- "grad_norm": 0.7823144793510437,
886
  "learning_rate": 1.0090817356205853e-07,
887
- "loss": 5.8079,
888
  "step": 59500
889
  },
890
  {
891
  "epoch": 25.0,
892
  "step": 59550,
893
  "total_flos": 1.5149776477860864e+18,
894
- "train_loss": 6.212542548319755,
895
- "train_runtime": 24740.6956,
896
- "train_samples_per_second": 231.035,
897
- "train_steps_per_second": 2.407
898
  }
899
  ],
900
  "logging_steps": 500,
 
1
  {
2
+ "best_global_step": 20000,
3
+ "best_metric": 6.302638053894043,
4
+ "best_model_checkpoint": "bert_base_km_10_v2/checkpoint-20000",
5
  "epoch": 25.0,
6
  "eval_steps": 10000,
7
  "global_step": 59550,
 
11
  "log_history": [
12
  {
13
  "epoch": 0.20990764063811923,
14
+ "grad_norm": 3.58536434173584,
15
  "learning_rate": 5e-06,
16
+ "loss": 11.4964,
17
  "step": 500
18
  },
19
  {
20
  "epoch": 0.41981528127623846,
21
+ "grad_norm": 10.171985626220703,
22
  "learning_rate": 1e-05,
23
+ "loss": 9.3544,
24
  "step": 1000
25
  },
26
  {
27
  "epoch": 0.6297229219143576,
28
+ "grad_norm": 18.19382667541504,
29
  "learning_rate": 1.5e-05,
30
+ "loss": 8.2074,
31
  "step": 1500
32
  },
33
  {
34
  "epoch": 0.8396305625524769,
35
+ "grad_norm": 15.068007469177246,
36
  "learning_rate": 2e-05,
37
+ "loss": 7.7786,
38
  "step": 2000
39
  },
40
  {
41
  "epoch": 1.0495382031905962,
42
+ "grad_norm": 10.516756057739258,
43
  "learning_rate": 2.5e-05,
44
+ "loss": 7.5311,
45
  "step": 2500
46
  },
47
  {
48
  "epoch": 1.2594458438287153,
49
+ "grad_norm": 10.947854995727539,
50
  "learning_rate": 3e-05,
51
+ "loss": 7.3186,
52
  "step": 3000
53
  },
54
  {
55
  "epoch": 1.4693534844668346,
56
+ "grad_norm": 4.6012678146362305,
57
  "learning_rate": 3.5e-05,
58
+ "loss": 7.1826,
59
  "step": 3500
60
  },
61
  {
62
  "epoch": 1.6792611251049538,
63
+ "grad_norm": 5.221875190734863,
64
  "learning_rate": 4e-05,
65
+ "loss": 7.064,
66
  "step": 4000
67
  },
68
  {
69
  "epoch": 1.8891687657430731,
70
+ "grad_norm": 3.059871196746826,
71
  "learning_rate": 4.5e-05,
72
+ "loss": 6.9537,
73
  "step": 4500
74
  },
75
  {
76
  "epoch": 2.0990764063811924,
77
+ "grad_norm": 3.354302167892456,
78
  "learning_rate": 5e-05,
79
+ "loss": 6.853,
80
  "step": 5000
81
  },
82
  {
83
  "epoch": 2.3089840470193117,
84
+ "grad_norm": 3.8330137729644775,
85
  "learning_rate": 5.500000000000001e-05,
86
+ "loss": 6.7617,
87
  "step": 5500
88
  },
89
  {
90
  "epoch": 2.5188916876574305,
91
+ "grad_norm": 3.2019448280334473,
92
  "learning_rate": 6e-05,
93
+ "loss": 6.7295,
94
  "step": 6000
95
  },
96
  {
97
  "epoch": 2.72879932829555,
98
+ "grad_norm": 2.814960479736328,
99
  "learning_rate": 6.500000000000001e-05,
100
+ "loss": 6.6955,
101
  "step": 6500
102
  },
103
  {
104
  "epoch": 2.938706968933669,
105
+ "grad_norm": 2.536619186401367,
106
  "learning_rate": 7e-05,
107
+ "loss": 6.6706,
108
  "step": 7000
109
  },
110
  {
111
  "epoch": 3.1486146095717884,
112
+ "grad_norm": 1.7168173789978027,
113
  "learning_rate": 7.500000000000001e-05,
114
+ "loss": 6.5959,
115
  "step": 7500
116
  },
117
  {
118
  "epoch": 3.3585222502099077,
119
+ "grad_norm": 3.416818141937256,
120
  "learning_rate": 8e-05,
121
+ "loss": 6.5641,
122
  "step": 8000
123
  },
124
  {
125
  "epoch": 3.568429890848027,
126
+ "grad_norm": 1.9000678062438965,
127
  "learning_rate": 8.5e-05,
128
+ "loss": 6.5562,
129
  "step": 8500
130
  },
131
  {
132
  "epoch": 3.7783375314861463,
133
+ "grad_norm": 2.7018251419067383,
134
  "learning_rate": 9e-05,
135
+ "loss": 6.5505,
136
  "step": 9000
137
  },
138
  {
139
  "epoch": 3.988245172124265,
140
+ "grad_norm": 2.684298276901245,
141
  "learning_rate": 9.5e-05,
142
+ "loss": 6.5317,
143
  "step": 9500
144
  },
145
  {
146
  "epoch": 4.198152812762385,
147
+ "grad_norm": 2.8553645610809326,
148
  "learning_rate": 0.0001,
149
+ "loss": 6.4533,
150
  "step": 10000
151
  },
152
  {
153
  "epoch": 4.198152812762385,
154
+ "eval_accuracy": 0.15014329836667686,
155
+ "eval_loss": 6.437900066375732,
156
+ "eval_runtime": 1.0338,
157
+ "eval_samples_per_second": 463.354,
158
+ "eval_steps_per_second": 4.837,
159
  "step": 10000
160
  },
161
  {
162
  "epoch": 4.408060453400504,
163
+ "grad_norm": 3.8193185329437256,
164
  "learning_rate": 9.899091826437942e-05,
165
+ "loss": 6.4487,
166
  "step": 10500
167
  },
168
  {
169
  "epoch": 4.617968094038623,
170
+ "grad_norm": 1.8346351385116577,
171
  "learning_rate": 9.798183652875883e-05,
172
+ "loss": 6.4446,
173
  "step": 11000
174
  },
175
  {
176
  "epoch": 4.827875734676742,
177
+ "grad_norm": 1.7950433492660522,
178
  "learning_rate": 9.697275479313825e-05,
179
+ "loss": 6.44,
180
  "step": 11500
181
  },
182
  {
183
  "epoch": 5.037783375314861,
184
+ "grad_norm": 1.7432068586349487,
185
  "learning_rate": 9.596367305751767e-05,
186
+ "loss": 6.4083,
187
  "step": 12000
188
  },
189
  {
190
  "epoch": 5.247691015952981,
191
+ "grad_norm": 2.3740103244781494,
192
  "learning_rate": 9.495459132189707e-05,
193
+ "loss": 6.3451,
194
  "step": 12500
195
  },
196
  {
197
  "epoch": 5.4575986565911,
198
+ "grad_norm": 2.2546207904815674,
199
  "learning_rate": 9.394550958627649e-05,
200
+ "loss": 6.3388,
201
  "step": 13000
202
  },
203
  {
204
  "epoch": 5.667506297229219,
205
+ "grad_norm": 2.066467523574829,
206
  "learning_rate": 9.293642785065591e-05,
207
+ "loss": 6.3371,
208
  "step": 13500
209
  },
210
  {
211
  "epoch": 5.877413937867338,
212
+ "grad_norm": 2.4825870990753174,
213
  "learning_rate": 9.192734611503532e-05,
214
+ "loss": 6.3303,
215
  "step": 14000
216
  },
217
  {
218
  "epoch": 6.087321578505458,
219
+ "grad_norm": 2.1828935146331787,
220
  "learning_rate": 9.091826437941474e-05,
221
+ "loss": 6.2988,
222
  "step": 14500
223
  },
224
  {
225
  "epoch": 6.297229219143577,
226
+ "grad_norm": 1.4010400772094727,
227
  "learning_rate": 8.990918264379415e-05,
228
+ "loss": 6.2573,
229
  "step": 15000
230
  },
231
  {
232
  "epoch": 6.507136859781696,
233
+ "grad_norm": 2.2956342697143555,
234
  "learning_rate": 8.890010090817356e-05,
235
+ "loss": 6.259,
236
  "step": 15500
237
  },
238
  {
239
  "epoch": 6.717044500419815,
240
+ "grad_norm": 1.6517410278320312,
241
  "learning_rate": 8.789101917255298e-05,
242
+ "loss": 6.2507,
243
  "step": 16000
244
  },
245
  {
246
  "epoch": 6.926952141057934,
247
+ "grad_norm": 1.434820294380188,
248
  "learning_rate": 8.68819374369324e-05,
249
+ "loss": 6.2486,
250
  "step": 16500
251
  },
252
  {
253
  "epoch": 7.136859781696054,
254
+ "grad_norm": 1.8767292499542236,
255
  "learning_rate": 8.58728557013118e-05,
256
+ "loss": 6.2043,
257
  "step": 17000
258
  },
259
  {
260
  "epoch": 7.346767422334173,
261
+ "grad_norm": 2.1279685497283936,
262
  "learning_rate": 8.486377396569122e-05,
263
+ "loss": 6.1835,
264
  "step": 17500
265
  },
266
  {
267
  "epoch": 7.5566750629722925,
268
+ "grad_norm": 1.8389158248901367,
269
  "learning_rate": 8.385469223007064e-05,
270
+ "loss": 6.19,
271
  "step": 18000
272
  },
273
  {
274
  "epoch": 7.766582703610411,
275
+ "grad_norm": 2.112571954727173,
276
  "learning_rate": 8.284561049445006e-05,
277
+ "loss": 6.1898,
278
  "step": 18500
279
  },
280
  {
281
  "epoch": 7.97649034424853,
282
+ "grad_norm": 2.5010149478912354,
283
  "learning_rate": 8.183652875882947e-05,
284
+ "loss": 6.1894,
285
  "step": 19000
286
  },
287
  {
288
  "epoch": 8.18639798488665,
289
+ "grad_norm": 1.4285669326782227,
290
  "learning_rate": 8.082744702320889e-05,
291
+ "loss": 6.1437,
292
  "step": 19500
293
  },
294
  {
295
  "epoch": 8.39630562552477,
296
+ "grad_norm": 1.5599991083145142,
297
  "learning_rate": 7.98183652875883e-05,
298
+ "loss": 6.1383,
299
  "step": 20000
300
  },
301
  {
302
  "epoch": 8.39630562552477,
303
+ "eval_accuracy": 0.15224894076713713,
304
+ "eval_loss": 6.302638053894043,
305
+ "eval_runtime": 1.0065,
306
+ "eval_samples_per_second": 475.904,
307
+ "eval_steps_per_second": 4.968,
308
  "step": 20000
309
  },
310
  {
311
  "epoch": 8.606213266162888,
312
+ "grad_norm": 2.5455243587493896,
313
  "learning_rate": 7.880928355196771e-05,
314
+ "loss": 6.129,
315
  "step": 20500
316
  },
317
  {
318
  "epoch": 8.816120906801007,
319
+ "grad_norm": 2.5203423500061035,
320
  "learning_rate": 7.780020181634713e-05,
321
+ "loss": 6.1316,
322
  "step": 21000
323
  },
324
  {
325
  "epoch": 9.026028547439127,
326
+ "grad_norm": 1.9525269269943237,
327
  "learning_rate": 7.679112008072655e-05,
328
+ "loss": 6.1261,
329
  "step": 21500
330
  },
331
  {
332
  "epoch": 9.235936188077247,
333
+ "grad_norm": 2.4618887901306152,
334
  "learning_rate": 7.578203834510595e-05,
335
+ "loss": 6.0892,
336
  "step": 22000
337
  },
338
  {
339
  "epoch": 9.445843828715365,
340
+ "grad_norm": 1.0711874961853027,
341
  "learning_rate": 7.477295660948537e-05,
342
+ "loss": 6.0917,
343
  "step": 22500
344
  },
345
  {
346
  "epoch": 9.655751469353484,
347
+ "grad_norm": 1.9631586074829102,
348
  "learning_rate": 7.376387487386479e-05,
349
+ "loss": 6.0949,
350
  "step": 23000
351
  },
352
  {
353
  "epoch": 9.865659109991604,
354
+ "grad_norm": 2.284971237182617,
355
  "learning_rate": 7.27547931382442e-05,
356
+ "loss": 6.0862,
357
  "step": 23500
358
  },
359
  {
360
  "epoch": 10.075566750629722,
361
+ "grad_norm": 2.3909666538238525,
362
  "learning_rate": 7.174571140262362e-05,
363
+ "loss": 6.069,
364
  "step": 24000
365
  },
366
  {
367
  "epoch": 10.285474391267842,
368
+ "grad_norm": 0.7460120320320129,
369
  "learning_rate": 7.073662966700304e-05,
370
+ "loss": 6.0557,
371
  "step": 24500
372
  },
373
  {
374
  "epoch": 10.495382031905962,
375
+ "grad_norm": 2.5700876712799072,
376
  "learning_rate": 6.972754793138244e-05,
377
+ "loss": 6.0485,
378
  "step": 25000
379
  },
380
  {
381
  "epoch": 10.705289672544081,
382
+ "grad_norm": 1.9020856618881226,
383
  "learning_rate": 6.871846619576186e-05,
384
+ "loss": 6.0461,
385
  "step": 25500
386
  },
387
  {
388
  "epoch": 10.9151973131822,
389
+ "grad_norm": 2.5678093433380127,
390
  "learning_rate": 6.770938446014128e-05,
391
+ "loss": 6.0503,
392
  "step": 26000
393
  },
394
  {
395
  "epoch": 11.125104953820319,
396
+ "grad_norm": 2.4644973278045654,
397
  "learning_rate": 6.670030272452068e-05,
398
+ "loss": 6.0298,
399
  "step": 26500
400
  },
401
  {
402
  "epoch": 11.335012594458439,
403
+ "grad_norm": 1.6001275777816772,
404
  "learning_rate": 6.56912209889001e-05,
405
+ "loss": 6.0205,
406
  "step": 27000
407
  },
408
  {
409
  "epoch": 11.544920235096557,
410
+ "grad_norm": 1.3191250562667847,
411
  "learning_rate": 6.468213925327952e-05,
412
+ "loss": 6.0144,
413
  "step": 27500
414
  },
415
  {
416
  "epoch": 11.754827875734676,
417
+ "grad_norm": 3.0827748775482178,
418
  "learning_rate": 6.367305751765893e-05,
419
+ "loss": 6.0097,
420
  "step": 28000
421
  },
422
  {
423
  "epoch": 11.964735516372796,
424
+ "grad_norm": 0.7663680911064148,
425
  "learning_rate": 6.266397578203835e-05,
426
+ "loss": 6.0088,
427
  "step": 28500
428
  },
429
  {
430
  "epoch": 12.174643157010916,
431
+ "grad_norm": 1.7403725385665894,
432
  "learning_rate": 6.165489404641777e-05,
433
+ "loss": 5.993,
434
  "step": 29000
435
  },
436
  {
437
  "epoch": 12.384550797649034,
438
+ "grad_norm": 1.2999112606048584,
439
  "learning_rate": 6.064581231079718e-05,
440
+ "loss": 5.9851,
441
  "step": 29500
442
  },
443
  {
444
  "epoch": 12.594458438287154,
445
+ "grad_norm": 2.4106132984161377,
446
  "learning_rate": 5.963673057517659e-05,
447
+ "loss": 5.9882,
448
  "step": 30000
449
  },
450
  {
451
  "epoch": 12.594458438287154,
452
+ "eval_accuracy": 0.15465763774239583,
453
+ "eval_loss": 6.30724573135376,
454
+ "eval_runtime": 1.0385,
455
+ "eval_samples_per_second": 461.229,
456
+ "eval_steps_per_second": 4.814,
457
  "step": 30000
458
  },
459
  {
460
  "epoch": 12.804366078925273,
461
+ "grad_norm": 1.5281882286071777,
462
  "learning_rate": 5.8627648839556e-05,
463
+ "loss": 5.9813,
464
  "step": 30500
465
  },
466
  {
467
  "epoch": 13.014273719563391,
468
+ "grad_norm": 1.9092435836791992,
469
  "learning_rate": 5.7618567103935416e-05,
470
+ "loss": 5.9817,
471
  "step": 31000
472
  },
473
  {
474
  "epoch": 13.224181360201511,
475
+ "grad_norm": 0.7660443186759949,
476
  "learning_rate": 5.660948536831484e-05,
477
+ "loss": 5.9619,
478
  "step": 31500
479
  },
480
  {
481
  "epoch": 13.43408900083963,
482
+ "grad_norm": 2.1503288745880127,
483
  "learning_rate": 5.5600403632694254e-05,
484
+ "loss": 5.9626,
485
  "step": 32000
486
  },
487
  {
488
  "epoch": 13.64399664147775,
489
+ "grad_norm": 2.018294095993042,
490
  "learning_rate": 5.4591321897073666e-05,
491
+ "loss": 5.9626,
492
  "step": 32500
493
  },
494
  {
495
  "epoch": 13.853904282115868,
496
+ "grad_norm": 2.2128100395202637,
497
  "learning_rate": 5.358224016145308e-05,
498
+ "loss": 5.9588,
499
  "step": 33000
500
  },
501
  {
502
  "epoch": 14.063811922753988,
503
+ "grad_norm": 0.7462359666824341,
504
  "learning_rate": 5.257315842583249e-05,
505
+ "loss": 5.9494,
506
  "step": 33500
507
  },
508
  {
509
  "epoch": 14.273719563392108,
510
+ "grad_norm": 0.8331591486930847,
511
  "learning_rate": 5.15640766902119e-05,
512
+ "loss": 5.9356,
513
  "step": 34000
514
  },
515
  {
516
  "epoch": 14.483627204030226,
517
+ "grad_norm": 2.5936596393585205,
518
  "learning_rate": 5.055499495459133e-05,
519
+ "loss": 5.9355,
520
  "step": 34500
521
  },
522
  {
523
  "epoch": 14.693534844668346,
524
+ "grad_norm": 1.2686055898666382,
525
  "learning_rate": 4.954591321897074e-05,
526
+ "loss": 5.934,
527
  "step": 35000
528
  },
529
  {
530
  "epoch": 14.903442485306465,
531
+ "grad_norm": 2.0998692512512207,
532
  "learning_rate": 4.853683148335015e-05,
533
+ "loss": 5.9324,
534
  "step": 35500
535
  },
536
  {
537
  "epoch": 15.113350125944585,
538
+ "grad_norm": 1.187612771987915,
539
  "learning_rate": 4.7527749747729566e-05,
540
+ "loss": 5.9227,
541
  "step": 36000
542
  },
543
  {
544
  "epoch": 15.323257766582703,
545
+ "grad_norm": 1.0955361127853394,
546
  "learning_rate": 4.6518668012108985e-05,
547
+ "loss": 5.9181,
548
  "step": 36500
549
  },
550
  {
551
  "epoch": 15.533165407220823,
552
+ "grad_norm": 0.9621930122375488,
553
  "learning_rate": 4.55095862764884e-05,
554
+ "loss": 5.9146,
555
  "step": 37000
556
  },
557
  {
558
  "epoch": 15.743073047858942,
559
+ "grad_norm": 2.776153087615967,
560
  "learning_rate": 4.450050454086781e-05,
561
+ "loss": 5.9147,
562
  "step": 37500
563
  },
564
  {
565
  "epoch": 15.95298068849706,
566
+ "grad_norm": 2.1034648418426514,
567
  "learning_rate": 4.349142280524723e-05,
568
+ "loss": 5.9127,
569
  "step": 38000
570
  },
571
  {
572
  "epoch": 16.162888329135182,
573
+ "grad_norm": 2.1946804523468018,
574
  "learning_rate": 4.248234106962664e-05,
575
+ "loss": 5.9063,
576
  "step": 38500
577
  },
578
  {
579
  "epoch": 16.3727959697733,
580
+ "grad_norm": 1.3870270252227783,
581
  "learning_rate": 4.147325933400605e-05,
582
+ "loss": 5.8973,
583
  "step": 39000
584
  },
585
  {
586
  "epoch": 16.582703610411418,
587
+ "grad_norm": 0.937556266784668,
588
  "learning_rate": 4.046417759838547e-05,
589
+ "loss": 5.8998,
590
  "step": 39500
591
  },
592
  {
593
  "epoch": 16.79261125104954,
594
+ "grad_norm": 1.4358993768692017,
595
  "learning_rate": 3.9455095862764884e-05,
596
+ "loss": 5.8876,
597
  "step": 40000
598
  },
599
  {
600
  "epoch": 16.79261125104954,
601
+ "eval_accuracy": 0.15305035325782212,
602
+ "eval_loss": 6.386124610900879,
603
+ "eval_runtime": 1.0209,
604
+ "eval_samples_per_second": 469.171,
605
+ "eval_steps_per_second": 4.897,
606
  "step": 40000
607
  },
608
  {
609
  "epoch": 17.002518891687657,
610
+ "grad_norm": 1.1544150114059448,
611
  "learning_rate": 3.84460141271443e-05,
612
+ "loss": 5.8928,
613
  "step": 40500
614
  },
615
  {
616
  "epoch": 17.212426532325775,
617
+ "grad_norm": 3.526372194290161,
618
  "learning_rate": 3.7436932391523715e-05,
619
+ "loss": 5.8801,
620
  "step": 41000
621
  },
622
  {
623
  "epoch": 17.422334172963897,
624
+ "grad_norm": 2.3305583000183105,
625
  "learning_rate": 3.642785065590313e-05,
626
+ "loss": 5.8785,
627
  "step": 41500
628
  },
629
  {
630
  "epoch": 17.632241813602015,
631
+ "grad_norm": 2.5416979789733887,
632
  "learning_rate": 3.541876892028255e-05,
633
+ "loss": 5.8797,
634
  "step": 42000
635
  },
636
  {
637
  "epoch": 17.842149454240133,
638
+ "grad_norm": 3.569450855255127,
639
  "learning_rate": 3.440968718466196e-05,
640
+ "loss": 5.876,
641
  "step": 42500
642
  },
643
  {
644
  "epoch": 18.052057094878254,
645
+ "grad_norm": 0.7459242343902588,
646
  "learning_rate": 3.340060544904137e-05,
647
+ "loss": 5.8723,
648
  "step": 43000
649
  },
650
  {
651
  "epoch": 18.261964735516372,
652
+ "grad_norm": 2.551079750061035,
653
  "learning_rate": 3.239152371342079e-05,
654
+ "loss": 5.864,
655
  "step": 43500
656
  },
657
  {
658
  "epoch": 18.471872376154494,
659
+ "grad_norm": 2.6818277835845947,
660
  "learning_rate": 3.13824419778002e-05,
661
+ "loss": 5.8622,
662
  "step": 44000
663
  },
664
  {
665
  "epoch": 18.68178001679261,
666
+ "grad_norm": 0.7526069283485413,
667
  "learning_rate": 3.0373360242179615e-05,
668
+ "loss": 5.864,
669
  "step": 44500
670
  },
671
  {
672
  "epoch": 18.89168765743073,
673
+ "grad_norm": 2.505458116531372,
674
  "learning_rate": 2.9364278506559034e-05,
675
+ "loss": 5.8651,
676
  "step": 45000
677
  },
678
  {
679
  "epoch": 19.10159529806885,
680
+ "grad_norm": 0.8404247760772705,
681
  "learning_rate": 2.8355196770938446e-05,
682
+ "loss": 5.8593,
683
  "step": 45500
684
  },
685
  {
686
  "epoch": 19.31150293870697,
687
+ "grad_norm": 0.7641693353652954,
688
  "learning_rate": 2.734611503531786e-05,
689
+ "loss": 5.8476,
690
  "step": 46000
691
  },
692
  {
693
  "epoch": 19.521410579345087,
694
+ "grad_norm": 0.9754248857498169,
695
  "learning_rate": 2.6337033299697278e-05,
696
+ "loss": 5.8501,
697
  "step": 46500
698
  },
699
  {
700
  "epoch": 19.73131821998321,
701
+ "grad_norm": 2.362238883972168,
702
  "learning_rate": 2.532795156407669e-05,
703
+ "loss": 5.8494,
704
  "step": 47000
705
  },
706
  {
707
  "epoch": 19.941225860621326,
708
+ "grad_norm": 1.8124767541885376,
709
  "learning_rate": 2.4318869828456106e-05,
710
+ "loss": 5.8456,
711
  "step": 47500
712
  },
713
  {
714
  "epoch": 20.151133501259444,
715
+ "grad_norm": 2.56758189201355,
716
  "learning_rate": 2.330978809283552e-05,
717
+ "loss": 5.8399,
718
  "step": 48000
719
  },
720
  {
721
  "epoch": 20.361041141897566,
722
+ "grad_norm": 2.143838405609131,
723
  "learning_rate": 2.2300706357214934e-05,
724
+ "loss": 5.838,
725
  "step": 48500
726
  },
727
  {
728
  "epoch": 20.570948782535684,
729
+ "grad_norm": 0.76775062084198,
730
  "learning_rate": 2.129162462159435e-05,
731
+ "loss": 5.834,
732
  "step": 49000
733
  },
734
  {
735
  "epoch": 20.7808564231738,
736
+ "grad_norm": 0.7878410220146179,
737
  "learning_rate": 2.0282542885973765e-05,
738
+ "loss": 5.8331,
739
  "step": 49500
740
  },
741
  {
742
  "epoch": 20.990764063811923,
743
+ "grad_norm": 1.194934368133545,
744
  "learning_rate": 1.927346115035318e-05,
745
+ "loss": 5.8344,
746
  "step": 50000
747
  },
748
  {
749
  "epoch": 20.990764063811923,
750
+ "eval_accuracy": 0.152409790562705,
751
+ "eval_loss": 6.36154842376709,
752
+ "eval_runtime": 1.0113,
753
+ "eval_samples_per_second": 473.628,
754
+ "eval_steps_per_second": 4.944,
755
  "step": 50000
756
  },
757
  {
758
  "epoch": 21.20067170445004,
759
+ "grad_norm": 1.0040415525436401,
760
  "learning_rate": 1.8264379414732593e-05,
761
+ "loss": 5.8265,
762
  "step": 50500
763
  },
764
  {
765
  "epoch": 21.410579345088163,
766
+ "grad_norm": 0.7996358275413513,
767
  "learning_rate": 1.725529767911201e-05,
768
+ "loss": 5.8269,
769
  "step": 51000
770
  },
771
  {
772
  "epoch": 21.62048698572628,
773
+ "grad_norm": 1.9936509132385254,
774
  "learning_rate": 1.6246215943491424e-05,
775
+ "loss": 5.827,
776
  "step": 51500
777
  },
778
  {
779
  "epoch": 21.8303946263644,
780
+ "grad_norm": 1.050391435623169,
781
  "learning_rate": 1.5237134207870837e-05,
782
+ "loss": 5.8246,
783
  "step": 52000
784
  },
785
  {
786
  "epoch": 22.04030226700252,
787
+ "grad_norm": 0.7597755193710327,
788
  "learning_rate": 1.4228052472250252e-05,
789
+ "loss": 5.8239,
790
  "step": 52500
791
  },
792
  {
793
  "epoch": 22.250209907640638,
794
+ "grad_norm": 0.762036144733429,
795
  "learning_rate": 1.3218970736629668e-05,
796
+ "loss": 5.8129,
797
  "step": 53000
798
  },
799
  {
800
  "epoch": 22.460117548278756,
801
+ "grad_norm": 3.3790647983551025,
802
  "learning_rate": 1.2209889001009082e-05,
803
+ "loss": 5.8149,
804
  "step": 53500
805
  },
806
  {
807
  "epoch": 22.670025188916878,
808
+ "grad_norm": 0.7693343162536621,
809
  "learning_rate": 1.1200807265388496e-05,
810
+ "loss": 5.8187,
811
  "step": 54000
812
  },
813
  {
814
  "epoch": 22.879932829554996,
815
+ "grad_norm": 4.682248115539551,
816
  "learning_rate": 1.0191725529767912e-05,
817
+ "loss": 5.8147,
818
  "step": 54500
819
  },
820
  {
821
  "epoch": 23.089840470193113,
822
+ "grad_norm": 1.8237544298171997,
823
  "learning_rate": 9.182643794147326e-06,
824
+ "loss": 5.8109,
825
  "step": 55000
826
  },
827
  {
828
  "epoch": 23.299748110831235,
829
+ "grad_norm": 0.7912262082099915,
830
  "learning_rate": 8.173562058526741e-06,
831
+ "loss": 5.8103,
832
  "step": 55500
833
  },
834
  {
835
  "epoch": 23.509655751469353,
836
+ "grad_norm": 0.7988426089286804,
837
  "learning_rate": 7.164480322906156e-06,
838
+ "loss": 5.8089,
839
  "step": 56000
840
  },
841
  {
842
  "epoch": 23.719563392107474,
843
+ "grad_norm": 0.8773173093795776,
844
  "learning_rate": 6.155398587285571e-06,
845
+ "loss": 5.8048,
846
  "step": 56500
847
  },
848
  {
849
  "epoch": 23.929471032745592,
850
+ "grad_norm": 0.7588059306144714,
851
  "learning_rate": 5.146316851664986e-06,
852
+ "loss": 5.8056,
853
  "step": 57000
854
  },
855
  {
856
  "epoch": 24.13937867338371,
857
+ "grad_norm": 0.7636212110519409,
858
  "learning_rate": 4.1372351160444e-06,
859
+ "loss": 5.8036,
860
  "step": 57500
861
  },
862
  {
863
  "epoch": 24.349286314021832,
864
+ "grad_norm": 0.8246304392814636,
865
  "learning_rate": 3.1281533804238145e-06,
866
+ "loss": 5.805,
867
  "step": 58000
868
  },
869
  {
870
  "epoch": 24.55919395465995,
871
+ "grad_norm": 0.7530261874198914,
872
  "learning_rate": 2.1190716448032293e-06,
873
+ "loss": 5.8004,
874
  "step": 58500
875
  },
876
  {
877
  "epoch": 24.769101595298068,
878
+ "grad_norm": 0.7483027577400208,
879
  "learning_rate": 1.109989909182644e-06,
880
+ "loss": 5.8001,
881
  "step": 59000
882
  },
883
  {
884
  "epoch": 24.97900923593619,
885
+ "grad_norm": 0.7466872334480286,
886
  "learning_rate": 1.0090817356205853e-07,
887
+ "loss": 5.7992,
888
  "step": 59500
889
  },
890
  {
891
  "epoch": 25.0,
892
  "step": 59550,
893
  "total_flos": 1.5149776477860864e+18,
894
+ "train_loss": 6.208375089887207,
895
+ "train_runtime": 24672.4974,
896
+ "train_samples_per_second": 231.674,
897
+ "train_steps_per_second": 2.414
898
  }
899
  ],
900
  "logging_steps": 500,