Hartunka commited on
Commit
6dfecb2
·
verified ·
1 Parent(s): a955f04

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: distilbert_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
  # distilbert_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: 6.3391
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: distilbert_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: 0.15502627563993898
22
  ---
23
 
24
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
26
 
27
  # distilbert_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: 6.2864
32
+ - Accuracy: 0.1550
33
 
34
  ## Model description
35
 
all_results.json CHANGED
@@ -1,16 +1,16 @@
1
  {
2
  "epoch": 25.0,
3
- "eval_accuracy": 0.15423518110414194,
4
- "eval_loss": 6.305652141571045,
5
- "eval_runtime": 0.8528,
6
  "eval_samples": 479,
7
- "eval_samples_per_second": 561.669,
8
- "eval_steps_per_second": 5.863,
9
- "perplexity": 547.6586227083073,
10
  "total_flos": 7.6822177215744e+17,
11
- "train_loss": 6.218012153119425,
12
- "train_runtime": 17148.6644,
13
  "train_samples": 228639,
14
- "train_samples_per_second": 333.319,
15
- "train_steps_per_second": 3.473
16
  }
 
1
  {
2
  "epoch": 25.0,
3
+ "eval_accuracy": 0.15502627563993898,
4
+ "eval_loss": 6.286385536193848,
5
+ "eval_runtime": 0.8213,
6
  "eval_samples": 479,
7
+ "eval_samples_per_second": 583.214,
8
+ "eval_steps_per_second": 6.088,
9
+ "perplexity": 537.208096494861,
10
  "total_flos": 7.6822177215744e+17,
11
+ "train_loss": 6.223999219200974,
12
+ "train_runtime": 16965.8185,
13
  "train_samples": 228639,
14
+ "train_samples_per_second": 336.911,
15
+ "train_steps_per_second": 3.51
16
  }
eval_results.json CHANGED
@@ -1,10 +1,10 @@
1
  {
2
  "epoch": 25.0,
3
- "eval_accuracy": 0.15423518110414194,
4
- "eval_loss": 6.305652141571045,
5
- "eval_runtime": 0.8528,
6
  "eval_samples": 479,
7
- "eval_samples_per_second": 561.669,
8
- "eval_steps_per_second": 5.863,
9
- "perplexity": 547.6586227083073
10
  }
 
1
  {
2
  "epoch": 25.0,
3
+ "eval_accuracy": 0.15502627563993898,
4
+ "eval_loss": 6.286385536193848,
5
+ "eval_runtime": 0.8213,
6
  "eval_samples": 479,
7
+ "eval_samples_per_second": 583.214,
8
+ "eval_steps_per_second": 6.088,
9
+ "perplexity": 537.208096494861
10
  }
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 25.0,
3
  "total_flos": 7.6822177215744e+17,
4
- "train_loss": 6.218012153119425,
5
- "train_runtime": 17148.6644,
6
  "train_samples": 228639,
7
- "train_samples_per_second": 333.319,
8
- "train_steps_per_second": 3.473
9
  }
 
1
  {
2
  "epoch": 25.0,
3
  "total_flos": 7.6822177215744e+17,
4
+ "train_loss": 6.223999219200974,
5
+ "train_runtime": 16965.8185,
6
  "train_samples": 228639,
7
+ "train_samples_per_second": 336.911,
8
+ "train_steps_per_second": 3.51
9
  }
trainer_state.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "best_global_step": 20000,
3
- "best_metric": 6.307790279388428,
4
- "best_model_checkpoint": "distilbert_km_10_v2/checkpoint-20000",
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": 3.150407075881958,
15
  "learning_rate": 5e-06,
16
- "loss": 11.0763,
17
  "step": 500
18
  },
19
  {
20
  "epoch": 0.41981528127623846,
21
- "grad_norm": 10.050383567810059,
22
  "learning_rate": 1e-05,
23
- "loss": 8.927,
24
  "step": 1000
25
  },
26
  {
27
  "epoch": 0.6297229219143576,
28
- "grad_norm": 8.682597160339355,
29
  "learning_rate": 1.5e-05,
30
- "loss": 7.8866,
31
  "step": 1500
32
  },
33
  {
34
  "epoch": 0.8396305625524769,
35
- "grad_norm": 20.868480682373047,
36
  "learning_rate": 2e-05,
37
- "loss": 7.5837,
38
  "step": 2000
39
  },
40
  {
41
  "epoch": 1.0495382031905962,
42
- "grad_norm": 11.644207954406738,
43
  "learning_rate": 2.5e-05,
44
- "loss": 7.4123,
45
  "step": 2500
46
  },
47
  {
48
  "epoch": 1.2594458438287153,
49
- "grad_norm": 9.56916618347168,
50
  "learning_rate": 3e-05,
51
- "loss": 7.2678,
52
  "step": 3000
53
  },
54
  {
55
  "epoch": 1.4693534844668346,
56
- "grad_norm": 3.5344231128692627,
57
  "learning_rate": 3.5e-05,
58
- "loss": 7.1395,
59
  "step": 3500
60
  },
61
  {
62
  "epoch": 1.6792611251049538,
63
- "grad_norm": 6.1385273933410645,
64
  "learning_rate": 4e-05,
65
- "loss": 7.0361,
66
  "step": 4000
67
  },
68
  {
69
  "epoch": 1.8891687657430731,
70
- "grad_norm": 5.029597759246826,
71
  "learning_rate": 4.5e-05,
72
- "loss": 6.9433,
73
  "step": 4500
74
  },
75
  {
76
  "epoch": 2.0990764063811924,
77
- "grad_norm": 8.310822486877441,
78
  "learning_rate": 5e-05,
79
- "loss": 6.8394,
80
  "step": 5000
81
  },
82
  {
83
  "epoch": 2.3089840470193117,
84
- "grad_norm": 1.8969370126724243,
85
  "learning_rate": 5.500000000000001e-05,
86
- "loss": 6.7782,
87
  "step": 5500
88
  },
89
  {
90
  "epoch": 2.5188916876574305,
91
- "grad_norm": 2.1686832904815674,
92
  "learning_rate": 6e-05,
93
- "loss": 6.7481,
94
  "step": 6000
95
  },
96
  {
97
  "epoch": 2.72879932829555,
98
- "grad_norm": 2.3065264225006104,
99
  "learning_rate": 6.500000000000001e-05,
100
- "loss": 6.7081,
101
  "step": 6500
102
  },
103
  {
104
  "epoch": 2.938706968933669,
105
- "grad_norm": 3.0020182132720947,
106
  "learning_rate": 7e-05,
107
- "loss": 6.6844,
108
  "step": 7000
109
  },
110
  {
111
  "epoch": 3.1486146095717884,
112
- "grad_norm": 2.257652521133423,
113
  "learning_rate": 7.500000000000001e-05,
114
- "loss": 6.6217,
115
  "step": 7500
116
  },
117
  {
118
  "epoch": 3.3585222502099077,
119
- "grad_norm": 2.9006402492523193,
120
  "learning_rate": 8e-05,
121
- "loss": 6.6082,
122
  "step": 8000
123
  },
124
  {
125
  "epoch": 3.568429890848027,
126
- "grad_norm": 1.9896626472473145,
127
  "learning_rate": 8.5e-05,
128
- "loss": 6.6034,
129
  "step": 8500
130
  },
131
  {
132
  "epoch": 3.7783375314861463,
133
- "grad_norm": 3.605994701385498,
134
  "learning_rate": 9e-05,
135
- "loss": 6.5784,
136
  "step": 9000
137
  },
138
  {
139
  "epoch": 3.988245172124265,
140
- "grad_norm": 3.555478572845459,
141
  "learning_rate": 9.5e-05,
142
- "loss": 6.5616,
143
  "step": 9500
144
  },
145
  {
146
  "epoch": 4.198152812762385,
147
- "grad_norm": 3.820685625076294,
148
  "learning_rate": 0.0001,
149
- "loss": 6.4951,
150
  "step": 10000
151
  },
152
  {
153
  "epoch": 4.198152812762385,
154
- "eval_accuracy": 0.15047719747349675,
155
- "eval_loss": 6.483672142028809,
156
- "eval_runtime": 0.8699,
157
- "eval_samples_per_second": 550.665,
158
- "eval_steps_per_second": 5.748,
159
  "step": 10000
160
  },
161
  {
162
  "epoch": 4.408060453400504,
163
- "grad_norm": 2.839904308319092,
164
  "learning_rate": 9.899091826437942e-05,
165
- "loss": 6.4842,
166
  "step": 10500
167
  },
168
  {
169
  "epoch": 4.617968094038623,
170
- "grad_norm": 1.8162016868591309,
171
  "learning_rate": 9.798183652875883e-05,
172
- "loss": 6.4732,
173
  "step": 11000
174
  },
175
  {
176
  "epoch": 4.827875734676742,
177
- "grad_norm": 2.417090892791748,
178
  "learning_rate": 9.697275479313825e-05,
179
- "loss": 6.4607,
180
  "step": 11500
181
  },
182
  {
183
  "epoch": 5.037783375314861,
184
- "grad_norm": 2.758234977722168,
185
  "learning_rate": 9.596367305751767e-05,
186
- "loss": 6.4308,
187
  "step": 12000
188
  },
189
  {
190
  "epoch": 5.247691015952981,
191
- "grad_norm": 2.7664124965667725,
192
  "learning_rate": 9.495459132189707e-05,
193
- "loss": 6.3696,
194
  "step": 12500
195
  },
196
  {
197
  "epoch": 5.4575986565911,
198
- "grad_norm": 1.8280402421951294,
199
  "learning_rate": 9.394550958627649e-05,
200
- "loss": 6.3635,
201
  "step": 13000
202
  },
203
  {
204
  "epoch": 5.667506297229219,
205
- "grad_norm": 1.9037777185440063,
206
  "learning_rate": 9.293642785065591e-05,
207
- "loss": 6.3637,
208
  "step": 13500
209
  },
210
  {
211
  "epoch": 5.877413937867338,
212
- "grad_norm": 3.311438798904419,
213
  "learning_rate": 9.192734611503532e-05,
214
- "loss": 6.3549,
215
  "step": 14000
216
  },
217
  {
218
  "epoch": 6.087321578505458,
219
- "grad_norm": 2.81231689453125,
220
  "learning_rate": 9.091826437941474e-05,
221
- "loss": 6.3206,
222
  "step": 14500
223
  },
224
  {
225
  "epoch": 6.297229219143577,
226
- "grad_norm": 1.9139678478240967,
227
  "learning_rate": 8.990918264379415e-05,
228
- "loss": 6.2828,
229
  "step": 15000
230
  },
231
  {
232
  "epoch": 6.507136859781696,
233
- "grad_norm": 1.5594526529312134,
234
  "learning_rate": 8.890010090817356e-05,
235
- "loss": 6.2772,
236
  "step": 15500
237
  },
238
  {
239
  "epoch": 6.717044500419815,
240
- "grad_norm": 1.8456449508666992,
241
  "learning_rate": 8.789101917255298e-05,
242
- "loss": 6.2806,
243
  "step": 16000
244
  },
245
  {
246
  "epoch": 6.926952141057934,
247
- "grad_norm": 1.3920214176177979,
248
  "learning_rate": 8.68819374369324e-05,
249
- "loss": 6.2785,
250
  "step": 16500
251
  },
252
  {
253
  "epoch": 7.136859781696054,
254
- "grad_norm": 1.2545069456100464,
255
  "learning_rate": 8.58728557013118e-05,
256
- "loss": 6.2294,
257
  "step": 17000
258
  },
259
  {
260
  "epoch": 7.346767422334173,
261
- "grad_norm": 1.872115135192871,
262
  "learning_rate": 8.486377396569122e-05,
263
- "loss": 6.2094,
264
  "step": 17500
265
  },
266
  {
267
  "epoch": 7.5566750629722925,
268
- "grad_norm": 1.420103907585144,
269
  "learning_rate": 8.385469223007064e-05,
270
- "loss": 6.2161,
271
  "step": 18000
272
  },
273
  {
274
  "epoch": 7.766582703610411,
275
- "grad_norm": 2.163827419281006,
276
  "learning_rate": 8.284561049445006e-05,
277
- "loss": 6.219,
278
  "step": 18500
279
  },
280
  {
281
  "epoch": 7.97649034424853,
282
- "grad_norm": 1.9957118034362793,
283
  "learning_rate": 8.183652875882947e-05,
284
- "loss": 6.215,
285
  "step": 19000
286
  },
287
  {
288
  "epoch": 8.18639798488665,
289
- "grad_norm": 2.5708162784576416,
290
  "learning_rate": 8.082744702320889e-05,
291
- "loss": 6.161,
292
  "step": 19500
293
  },
294
  {
295
  "epoch": 8.39630562552477,
296
- "grad_norm": 2.9247000217437744,
297
  "learning_rate": 7.98183652875883e-05,
298
- "loss": 6.1618,
299
  "step": 20000
300
  },
301
  {
302
  "epoch": 8.39630562552477,
303
- "eval_accuracy": 0.15292236033558743,
304
- "eval_loss": 6.307790279388428,
305
- "eval_runtime": 0.8459,
306
- "eval_samples_per_second": 566.252,
307
- "eval_steps_per_second": 5.911,
308
  "step": 20000
309
  },
310
  {
311
  "epoch": 8.606213266162888,
312
- "grad_norm": 2.03761887550354,
313
  "learning_rate": 7.880928355196771e-05,
314
- "loss": 6.1605,
315
  "step": 20500
316
  },
317
  {
318
  "epoch": 8.816120906801007,
319
- "grad_norm": 1.3724454641342163,
320
  "learning_rate": 7.780020181634713e-05,
321
- "loss": 6.1581,
322
  "step": 21000
323
  },
324
  {
325
  "epoch": 9.026028547439127,
326
- "grad_norm": 1.9964754581451416,
327
  "learning_rate": 7.679112008072655e-05,
328
- "loss": 6.1502,
329
  "step": 21500
330
  },
331
  {
332
  "epoch": 9.235936188077247,
333
- "grad_norm": 3.6079020500183105,
334
  "learning_rate": 7.578203834510595e-05,
335
- "loss": 6.1122,
336
  "step": 22000
337
  },
338
  {
339
  "epoch": 9.445843828715365,
340
- "grad_norm": 1.9001446962356567,
341
  "learning_rate": 7.477295660948537e-05,
342
- "loss": 6.115,
343
  "step": 22500
344
  },
345
  {
346
  "epoch": 9.655751469353484,
347
- "grad_norm": 1.6073627471923828,
348
  "learning_rate": 7.376387487386479e-05,
349
- "loss": 6.1134,
350
  "step": 23000
351
  },
352
  {
353
  "epoch": 9.865659109991604,
354
- "grad_norm": 2.9083070755004883,
355
  "learning_rate": 7.27547931382442e-05,
356
- "loss": 6.1108,
357
  "step": 23500
358
  },
359
  {
360
  "epoch": 10.075566750629722,
361
- "grad_norm": 1.5109046697616577,
362
  "learning_rate": 7.174571140262362e-05,
363
- "loss": 6.0905,
364
  "step": 24000
365
  },
366
  {
367
  "epoch": 10.285474391267842,
368
- "grad_norm": 2.261303186416626,
369
  "learning_rate": 7.073662966700304e-05,
370
- "loss": 6.0762,
371
  "step": 24500
372
  },
373
  {
374
  "epoch": 10.495382031905962,
375
- "grad_norm": 1.638889193534851,
376
  "learning_rate": 6.972754793138244e-05,
377
- "loss": 6.0723,
378
  "step": 25000
379
  },
380
  {
381
  "epoch": 10.705289672544081,
382
- "grad_norm": 2.529879093170166,
383
  "learning_rate": 6.871846619576186e-05,
384
- "loss": 6.07,
385
  "step": 25500
386
  },
387
  {
388
  "epoch": 10.9151973131822,
389
- "grad_norm": 1.039648175239563,
390
  "learning_rate": 6.770938446014128e-05,
391
- "loss": 6.0695,
392
  "step": 26000
393
  },
394
  {
395
  "epoch": 11.125104953820319,
396
- "grad_norm": 2.0828940868377686,
397
  "learning_rate": 6.670030272452068e-05,
398
- "loss": 6.0511,
399
  "step": 26500
400
  },
401
  {
402
  "epoch": 11.335012594458439,
403
- "grad_norm": 2.210174798965454,
404
  "learning_rate": 6.56912209889001e-05,
405
- "loss": 6.0412,
406
  "step": 27000
407
  },
408
  {
409
  "epoch": 11.544920235096557,
410
- "grad_norm": 1.7135660648345947,
411
  "learning_rate": 6.468213925327952e-05,
412
- "loss": 6.0342,
413
  "step": 27500
414
  },
415
  {
416
  "epoch": 11.754827875734676,
417
- "grad_norm": 2.6034951210021973,
418
  "learning_rate": 6.367305751765893e-05,
419
- "loss": 6.03,
420
  "step": 28000
421
  },
422
  {
423
  "epoch": 11.964735516372796,
424
- "grad_norm": 1.5736366510391235,
425
  "learning_rate": 6.266397578203835e-05,
426
- "loss": 6.0286,
427
  "step": 28500
428
  },
429
  {
430
  "epoch": 12.174643157010916,
431
- "grad_norm": 2.4166982173919678,
432
  "learning_rate": 6.165489404641777e-05,
433
- "loss": 6.0145,
434
  "step": 29000
435
  },
436
  {
437
  "epoch": 12.384550797649034,
438
- "grad_norm": 3.0722899436950684,
439
  "learning_rate": 6.064581231079718e-05,
440
- "loss": 6.0049,
441
  "step": 29500
442
  },
443
  {
444
  "epoch": 12.594458438287154,
445
- "grad_norm": 1.7896665334701538,
446
  "learning_rate": 5.963673057517659e-05,
447
- "loss": 6.0097,
448
  "step": 30000
449
  },
450
  {
451
  "epoch": 12.594458438287154,
452
- "eval_accuracy": 0.1539860648627473,
453
- "eval_loss": 6.370279788970947,
454
- "eval_runtime": 0.8545,
455
- "eval_samples_per_second": 560.535,
456
- "eval_steps_per_second": 5.851,
457
  "step": 30000
458
  },
459
  {
460
  "epoch": 12.804366078925273,
461
- "grad_norm": 0.9673942923545837,
462
  "learning_rate": 5.8627648839556e-05,
463
- "loss": 6.003,
464
  "step": 30500
465
  },
466
  {
467
  "epoch": 13.014273719563391,
468
- "grad_norm": 2.033679485321045,
469
  "learning_rate": 5.7618567103935416e-05,
470
- "loss": 6.0039,
471
  "step": 31000
472
  },
473
  {
474
  "epoch": 13.224181360201511,
475
- "grad_norm": 1.8327769041061401,
476
  "learning_rate": 5.660948536831484e-05,
477
- "loss": 5.9835,
478
  "step": 31500
479
  },
480
  {
481
  "epoch": 13.43408900083963,
482
- "grad_norm": 0.9647663235664368,
483
  "learning_rate": 5.5600403632694254e-05,
484
- "loss": 5.9799,
485
  "step": 32000
486
  },
487
  {
488
  "epoch": 13.64399664147775,
489
- "grad_norm": 2.6440300941467285,
490
  "learning_rate": 5.4591321897073666e-05,
491
- "loss": 5.9848,
492
  "step": 32500
493
  },
494
  {
495
  "epoch": 13.853904282115868,
496
- "grad_norm": 2.5690128803253174,
497
  "learning_rate": 5.358224016145308e-05,
498
- "loss": 5.9815,
499
  "step": 33000
500
  },
501
  {
502
  "epoch": 14.063811922753988,
503
- "grad_norm": 1.104326844215393,
504
  "learning_rate": 5.257315842583249e-05,
505
- "loss": 5.9677,
506
  "step": 33500
507
  },
508
  {
509
  "epoch": 14.273719563392108,
510
- "grad_norm": 1.111171007156372,
511
  "learning_rate": 5.15640766902119e-05,
512
- "loss": 5.9592,
513
  "step": 34000
514
  },
515
  {
516
  "epoch": 14.483627204030226,
517
- "grad_norm": 1.3937731981277466,
518
  "learning_rate": 5.055499495459133e-05,
519
- "loss": 5.9594,
520
  "step": 34500
521
  },
522
  {
523
  "epoch": 14.693534844668346,
524
- "grad_norm": 1.7694659233093262,
525
  "learning_rate": 4.954591321897074e-05,
526
- "loss": 5.9568,
527
  "step": 35000
528
  },
529
  {
530
  "epoch": 14.903442485306465,
531
- "grad_norm": 0.8559344410896301,
532
  "learning_rate": 4.853683148335015e-05,
533
- "loss": 5.9557,
534
  "step": 35500
535
  },
536
  {
537
  "epoch": 15.113350125944585,
538
- "grad_norm": 1.2789491415023804,
539
  "learning_rate": 4.7527749747729566e-05,
540
- "loss": 5.9455,
541
  "step": 36000
542
  },
543
  {
544
  "epoch": 15.323257766582703,
545
- "grad_norm": 2.1253957748413086,
546
  "learning_rate": 4.6518668012108985e-05,
547
- "loss": 5.9398,
548
  "step": 36500
549
  },
550
  {
551
  "epoch": 15.533165407220823,
552
- "grad_norm": 2.34883451461792,
553
  "learning_rate": 4.55095862764884e-05,
554
- "loss": 5.9364,
555
  "step": 37000
556
  },
557
  {
558
  "epoch": 15.743073047858942,
559
- "grad_norm": 1.949161171913147,
560
  "learning_rate": 4.450050454086781e-05,
561
- "loss": 5.9397,
562
  "step": 37500
563
  },
564
  {
565
  "epoch": 15.95298068849706,
566
- "grad_norm": 2.70025372505188,
567
  "learning_rate": 4.349142280524723e-05,
568
- "loss": 5.9363,
569
  "step": 38000
570
  },
571
  {
572
  "epoch": 16.162888329135182,
573
- "grad_norm": 3.276752471923828,
574
  "learning_rate": 4.248234106962664e-05,
575
- "loss": 5.9274,
576
  "step": 38500
577
  },
578
  {
579
  "epoch": 16.3727959697733,
580
- "grad_norm": 2.2213597297668457,
581
  "learning_rate": 4.147325933400605e-05,
582
- "loss": 5.921,
583
  "step": 39000
584
  },
585
  {
586
  "epoch": 16.582703610411418,
587
- "grad_norm": 0.9024696946144104,
588
  "learning_rate": 4.046417759838547e-05,
589
- "loss": 5.9232,
590
  "step": 39500
591
  },
592
  {
593
  "epoch": 16.79261125104954,
594
- "grad_norm": 2.0587399005889893,
595
  "learning_rate": 3.9455095862764884e-05,
596
- "loss": 5.9114,
597
  "step": 40000
598
  },
599
  {
600
  "epoch": 16.79261125104954,
601
- "eval_accuracy": 0.15209711786475272,
602
- "eval_loss": 6.38532829284668,
603
- "eval_runtime": 0.8502,
604
- "eval_samples_per_second": 563.395,
605
- "eval_steps_per_second": 5.881,
606
  "step": 40000
607
  },
608
  {
609
  "epoch": 17.002518891687657,
610
- "grad_norm": 0.7935212850570679,
611
  "learning_rate": 3.84460141271443e-05,
612
- "loss": 5.9192,
613
  "step": 40500
614
  },
615
  {
616
  "epoch": 17.212426532325775,
617
- "grad_norm": 2.7210114002227783,
618
  "learning_rate": 3.7436932391523715e-05,
619
- "loss": 5.9058,
620
  "step": 41000
621
  },
622
  {
623
  "epoch": 17.422334172963897,
624
- "grad_norm": 3.2669694423675537,
625
  "learning_rate": 3.642785065590313e-05,
626
- "loss": 5.9026,
627
  "step": 41500
628
  },
629
  {
630
  "epoch": 17.632241813602015,
631
- "grad_norm": 1.0916407108306885,
632
  "learning_rate": 3.541876892028255e-05,
633
- "loss": 5.903,
634
  "step": 42000
635
  },
636
  {
637
  "epoch": 17.842149454240133,
638
- "grad_norm": 2.3075475692749023,
639
  "learning_rate": 3.440968718466196e-05,
640
- "loss": 5.9022,
641
  "step": 42500
642
  },
643
  {
644
  "epoch": 18.052057094878254,
645
- "grad_norm": 2.378257989883423,
646
  "learning_rate": 3.340060544904137e-05,
647
- "loss": 5.8981,
648
  "step": 43000
649
  },
650
  {
651
  "epoch": 18.261964735516372,
652
- "grad_norm": 2.6638600826263428,
653
  "learning_rate": 3.239152371342079e-05,
654
- "loss": 5.8905,
655
  "step": 43500
656
  },
657
  {
658
  "epoch": 18.471872376154494,
659
- "grad_norm": 2.0818095207214355,
660
  "learning_rate": 3.13824419778002e-05,
661
- "loss": 5.8895,
662
  "step": 44000
663
  },
664
  {
665
  "epoch": 18.68178001679261,
666
- "grad_norm": 1.4235777854919434,
667
  "learning_rate": 3.0373360242179615e-05,
668
- "loss": 5.8888,
669
  "step": 44500
670
  },
671
  {
672
  "epoch": 18.89168765743073,
673
- "grad_norm": 1.954344391822815,
674
  "learning_rate": 2.9364278506559034e-05,
675
- "loss": 5.8908,
676
  "step": 45000
677
  },
678
  {
679
  "epoch": 19.10159529806885,
680
- "grad_norm": 3.4054806232452393,
681
  "learning_rate": 2.8355196770938446e-05,
682
- "loss": 5.8871,
683
  "step": 45500
684
  },
685
  {
686
  "epoch": 19.31150293870697,
687
- "grad_norm": 0.8294370174407959,
688
  "learning_rate": 2.734611503531786e-05,
689
- "loss": 5.8728,
690
  "step": 46000
691
  },
692
  {
693
  "epoch": 19.521410579345087,
694
- "grad_norm": 1.288112998008728,
695
  "learning_rate": 2.6337033299697278e-05,
696
- "loss": 5.8753,
697
  "step": 46500
698
  },
699
  {
700
  "epoch": 19.73131821998321,
701
- "grad_norm": 0.8261142373085022,
702
  "learning_rate": 2.532795156407669e-05,
703
- "loss": 5.8778,
704
  "step": 47000
705
  },
706
  {
707
  "epoch": 19.941225860621326,
708
- "grad_norm": 0.8744669556617737,
709
  "learning_rate": 2.4318869828456106e-05,
710
- "loss": 5.875,
711
  "step": 47500
712
  },
713
  {
714
  "epoch": 20.151133501259444,
715
- "grad_norm": 1.528863549232483,
716
  "learning_rate": 2.330978809283552e-05,
717
- "loss": 5.8687,
718
  "step": 48000
719
  },
720
  {
721
  "epoch": 20.361041141897566,
722
- "grad_norm": 1.1342629194259644,
723
  "learning_rate": 2.2300706357214934e-05,
724
- "loss": 5.8654,
725
  "step": 48500
726
  },
727
  {
728
  "epoch": 20.570948782535684,
729
- "grad_norm": 1.0352425575256348,
730
  "learning_rate": 2.129162462159435e-05,
731
- "loss": 5.8615,
732
  "step": 49000
733
  },
734
  {
735
  "epoch": 20.7808564231738,
736
- "grad_norm": 1.1459453105926514,
737
  "learning_rate": 2.0282542885973765e-05,
738
- "loss": 5.8617,
739
  "step": 49500
740
  },
741
  {
742
  "epoch": 20.990764063811923,
743
- "grad_norm": 2.6860058307647705,
744
  "learning_rate": 1.927346115035318e-05,
745
- "loss": 5.8616,
746
  "step": 50000
747
  },
748
  {
749
  "epoch": 20.990764063811923,
750
- "eval_accuracy": 0.15170886253399501,
751
- "eval_loss": 6.470077037811279,
752
- "eval_runtime": 0.8507,
753
- "eval_samples_per_second": 563.071,
754
- "eval_steps_per_second": 5.878,
755
  "step": 50000
756
  },
757
  {
758
  "epoch": 21.20067170445004,
759
- "grad_norm": 0.7595142126083374,
760
  "learning_rate": 1.8264379414732593e-05,
761
- "loss": 5.854,
762
  "step": 50500
763
  },
764
  {
765
  "epoch": 21.410579345088163,
766
- "grad_norm": 3.7565836906433105,
767
  "learning_rate": 1.725529767911201e-05,
768
- "loss": 5.8555,
769
  "step": 51000
770
  },
771
  {
772
  "epoch": 21.62048698572628,
773
- "grad_norm": 0.786226749420166,
774
  "learning_rate": 1.6246215943491424e-05,
775
- "loss": 5.8545,
776
  "step": 51500
777
  },
778
  {
779
  "epoch": 21.8303946263644,
780
- "grad_norm": 1.6939553022384644,
781
  "learning_rate": 1.5237134207870837e-05,
782
- "loss": 5.8533,
783
  "step": 52000
784
  },
785
  {
786
  "epoch": 22.04030226700252,
787
- "grad_norm": 1.5326541662216187,
788
  "learning_rate": 1.4228052472250252e-05,
789
- "loss": 5.8524,
790
  "step": 52500
791
  },
792
  {
793
  "epoch": 22.250209907640638,
794
- "grad_norm": 2.2361979484558105,
795
  "learning_rate": 1.3218970736629668e-05,
796
- "loss": 5.8428,
797
  "step": 53000
798
  },
799
  {
800
  "epoch": 22.460117548278756,
801
- "grad_norm": 0.8266626000404358,
802
  "learning_rate": 1.2209889001009082e-05,
803
- "loss": 5.8471,
804
  "step": 53500
805
  },
806
  {
807
  "epoch": 22.670025188916878,
808
- "grad_norm": 1.09735906124115,
809
  "learning_rate": 1.1200807265388496e-05,
810
- "loss": 5.8474,
811
  "step": 54000
812
  },
813
  {
814
  "epoch": 22.879932829554996,
815
- "grad_norm": 0.7828765511512756,
816
  "learning_rate": 1.0191725529767912e-05,
817
- "loss": 5.8436,
818
  "step": 54500
819
  },
820
  {
821
  "epoch": 23.089840470193113,
822
- "grad_norm": 0.7960859537124634,
823
  "learning_rate": 9.182643794147326e-06,
824
- "loss": 5.84,
825
  "step": 55000
826
  },
827
  {
828
  "epoch": 23.299748110831235,
829
- "grad_norm": 2.636533260345459,
830
  "learning_rate": 8.173562058526741e-06,
831
- "loss": 5.84,
832
  "step": 55500
833
  },
834
  {
835
  "epoch": 23.509655751469353,
836
- "grad_norm": 1.344537615776062,
837
  "learning_rate": 7.164480322906156e-06,
838
- "loss": 5.8391,
839
  "step": 56000
840
  },
841
  {
842
  "epoch": 23.719563392107474,
843
- "grad_norm": 0.7723442316055298,
844
  "learning_rate": 6.155398587285571e-06,
845
- "loss": 5.8338,
846
  "step": 56500
847
  },
848
  {
849
  "epoch": 23.929471032745592,
850
- "grad_norm": 0.7971383333206177,
851
  "learning_rate": 5.146316851664986e-06,
852
- "loss": 5.8373,
853
  "step": 57000
854
  },
855
  {
856
  "epoch": 24.13937867338371,
857
- "grad_norm": 1.1021674871444702,
858
  "learning_rate": 4.1372351160444e-06,
859
- "loss": 5.8339,
860
  "step": 57500
861
  },
862
  {
863
  "epoch": 24.349286314021832,
864
- "grad_norm": 0.784916877746582,
865
  "learning_rate": 3.1281533804238145e-06,
866
- "loss": 5.8349,
867
  "step": 58000
868
  },
869
  {
870
  "epoch": 24.55919395465995,
871
- "grad_norm": 0.8498377203941345,
872
  "learning_rate": 2.1190716448032293e-06,
873
- "loss": 5.832,
874
  "step": 58500
875
  },
876
  {
877
  "epoch": 24.769101595298068,
878
- "grad_norm": 0.7591010332107544,
879
  "learning_rate": 1.109989909182644e-06,
880
- "loss": 5.8316,
881
  "step": 59000
882
  },
883
  {
884
  "epoch": 24.97900923593619,
885
- "grad_norm": 3.36128568649292,
886
  "learning_rate": 1.0090817356205853e-07,
887
- "loss": 5.8313,
888
  "step": 59500
889
  },
890
  {
891
  "epoch": 25.0,
892
  "step": 59550,
893
  "total_flos": 7.6822177215744e+17,
894
- "train_loss": 6.218012153119425,
895
- "train_runtime": 17148.6644,
896
- "train_samples_per_second": 333.319,
897
- "train_steps_per_second": 3.473
898
  }
899
  ],
900
  "logging_steps": 500,
 
1
  {
2
+ "best_global_step": 30000,
3
+ "best_metric": 6.312332630157471,
4
+ "best_model_checkpoint": "distilbert_km_10_v2/checkpoint-30000",
5
  "epoch": 25.0,
6
  "eval_steps": 10000,
7
  "global_step": 59550,
 
11
  "log_history": [
12
  {
13
  "epoch": 0.20990764063811923,
14
+ "grad_norm": 3.0913989543914795,
15
  "learning_rate": 5e-06,
16
+ "loss": 11.5507,
17
  "step": 500
18
  },
19
  {
20
  "epoch": 0.41981528127623846,
21
+ "grad_norm": 3.9964706897735596,
22
  "learning_rate": 1e-05,
23
+ "loss": 9.5896,
24
  "step": 1000
25
  },
26
  {
27
  "epoch": 0.6297229219143576,
28
+ "grad_norm": 8.248088836669922,
29
  "learning_rate": 1.5e-05,
30
+ "loss": 8.2229,
31
  "step": 1500
32
  },
33
  {
34
  "epoch": 0.8396305625524769,
35
+ "grad_norm": 9.571820259094238,
36
  "learning_rate": 2e-05,
37
+ "loss": 7.7459,
38
  "step": 2000
39
  },
40
  {
41
  "epoch": 1.0495382031905962,
42
+ "grad_norm": 9.813409805297852,
43
  "learning_rate": 2.5e-05,
44
+ "loss": 7.4976,
45
  "step": 2500
46
  },
47
  {
48
  "epoch": 1.2594458438287153,
49
+ "grad_norm": 6.8137078285217285,
50
  "learning_rate": 3e-05,
51
+ "loss": 7.3035,
52
  "step": 3000
53
  },
54
  {
55
  "epoch": 1.4693534844668346,
56
+ "grad_norm": 4.454509258270264,
57
  "learning_rate": 3.5e-05,
58
+ "loss": 7.1659,
59
  "step": 3500
60
  },
61
  {
62
  "epoch": 1.6792611251049538,
63
+ "grad_norm": 4.408298969268799,
64
  "learning_rate": 4e-05,
65
+ "loss": 7.035,
66
  "step": 4000
67
  },
68
  {
69
  "epoch": 1.8891687657430731,
70
+ "grad_norm": 3.7217628955841064,
71
  "learning_rate": 4.5e-05,
72
+ "loss": 6.9278,
73
  "step": 4500
74
  },
75
  {
76
  "epoch": 2.0990764063811924,
77
+ "grad_norm": 3.723860740661621,
78
  "learning_rate": 5e-05,
79
+ "loss": 6.8158,
80
  "step": 5000
81
  },
82
  {
83
  "epoch": 2.3089840470193117,
84
+ "grad_norm": 2.9869563579559326,
85
  "learning_rate": 5.500000000000001e-05,
86
+ "loss": 6.7349,
87
  "step": 5500
88
  },
89
  {
90
  "epoch": 2.5188916876574305,
91
+ "grad_norm": 3.580021381378174,
92
  "learning_rate": 6e-05,
93
+ "loss": 6.7012,
94
  "step": 6000
95
  },
96
  {
97
  "epoch": 2.72879932829555,
98
+ "grad_norm": 2.0765135288238525,
99
  "learning_rate": 6.500000000000001e-05,
100
+ "loss": 6.6703,
101
  "step": 6500
102
  },
103
  {
104
  "epoch": 2.938706968933669,
105
+ "grad_norm": 2.655747890472412,
106
  "learning_rate": 7e-05,
107
+ "loss": 6.6418,
108
  "step": 7000
109
  },
110
  {
111
  "epoch": 3.1486146095717884,
112
+ "grad_norm": 1.6839361190795898,
113
  "learning_rate": 7.500000000000001e-05,
114
+ "loss": 6.5716,
115
  "step": 7500
116
  },
117
  {
118
  "epoch": 3.3585222502099077,
119
+ "grad_norm": 3.693770408630371,
120
  "learning_rate": 8e-05,
121
+ "loss": 6.5504,
122
  "step": 8000
123
  },
124
  {
125
  "epoch": 3.568429890848027,
126
+ "grad_norm": 2.004279613494873,
127
  "learning_rate": 8.5e-05,
128
+ "loss": 6.5431,
129
  "step": 8500
130
  },
131
  {
132
  "epoch": 3.7783375314861463,
133
+ "grad_norm": 2.780397415161133,
134
  "learning_rate": 9e-05,
135
+ "loss": 6.5403,
136
  "step": 9000
137
  },
138
  {
139
  "epoch": 3.988245172124265,
140
+ "grad_norm": 2.6447219848632812,
141
  "learning_rate": 9.5e-05,
142
+ "loss": 6.5275,
143
  "step": 9500
144
  },
145
  {
146
  "epoch": 4.198152812762385,
147
+ "grad_norm": 2.2194011211395264,
148
  "learning_rate": 0.0001,
149
+ "loss": 6.4486,
150
  "step": 10000
151
  },
152
  {
153
  "epoch": 4.198152812762385,
154
+ "eval_accuracy": 0.15159019449622974,
155
+ "eval_loss": 6.427244186401367,
156
+ "eval_runtime": 0.8571,
157
+ "eval_samples_per_second": 558.841,
158
+ "eval_steps_per_second": 5.833,
159
  "step": 10000
160
  },
161
  {
162
  "epoch": 4.408060453400504,
163
+ "grad_norm": 4.444994926452637,
164
  "learning_rate": 9.899091826437942e-05,
165
+ "loss": 6.4438,
166
  "step": 10500
167
  },
168
  {
169
  "epoch": 4.617968094038623,
170
+ "grad_norm": 2.5240862369537354,
171
  "learning_rate": 9.798183652875883e-05,
172
+ "loss": 6.4422,
173
  "step": 11000
174
  },
175
  {
176
  "epoch": 4.827875734676742,
177
+ "grad_norm": 1.9277300834655762,
178
  "learning_rate": 9.697275479313825e-05,
179
+ "loss": 6.4359,
180
  "step": 11500
181
  },
182
  {
183
  "epoch": 5.037783375314861,
184
+ "grad_norm": 2.0342838764190674,
185
  "learning_rate": 9.596367305751767e-05,
186
+ "loss": 6.4098,
187
  "step": 12000
188
  },
189
  {
190
  "epoch": 5.247691015952981,
191
+ "grad_norm": 1.9326578378677368,
192
  "learning_rate": 9.495459132189707e-05,
193
+ "loss": 6.3468,
194
  "step": 12500
195
  },
196
  {
197
  "epoch": 5.4575986565911,
198
+ "grad_norm": 2.6669442653656006,
199
  "learning_rate": 9.394550958627649e-05,
200
+ "loss": 6.3378,
201
  "step": 13000
202
  },
203
  {
204
  "epoch": 5.667506297229219,
205
+ "grad_norm": 1.374561071395874,
206
  "learning_rate": 9.293642785065591e-05,
207
+ "loss": 6.3387,
208
  "step": 13500
209
  },
210
  {
211
  "epoch": 5.877413937867338,
212
+ "grad_norm": 1.913304090499878,
213
  "learning_rate": 9.192734611503532e-05,
214
+ "loss": 6.3309,
215
  "step": 14000
216
  },
217
  {
218
  "epoch": 6.087321578505458,
219
+ "grad_norm": 2.308854579925537,
220
  "learning_rate": 9.091826437941474e-05,
221
+ "loss": 6.3009,
222
  "step": 14500
223
  },
224
  {
225
  "epoch": 6.297229219143577,
226
+ "grad_norm": 1.655401587486267,
227
  "learning_rate": 8.990918264379415e-05,
228
+ "loss": 6.2679,
229
  "step": 15000
230
  },
231
  {
232
  "epoch": 6.507136859781696,
233
+ "grad_norm": 3.0039784908294678,
234
  "learning_rate": 8.890010090817356e-05,
235
+ "loss": 6.2672,
236
  "step": 15500
237
  },
238
  {
239
  "epoch": 6.717044500419815,
240
+ "grad_norm": 1.6358284950256348,
241
  "learning_rate": 8.789101917255298e-05,
242
+ "loss": 6.2583,
243
  "step": 16000
244
  },
245
  {
246
  "epoch": 6.926952141057934,
247
+ "grad_norm": 1.525787591934204,
248
  "learning_rate": 8.68819374369324e-05,
249
+ "loss": 6.2591,
250
  "step": 16500
251
  },
252
  {
253
  "epoch": 7.136859781696054,
254
+ "grad_norm": 2.4053471088409424,
255
  "learning_rate": 8.58728557013118e-05,
256
+ "loss": 6.2163,
257
  "step": 17000
258
  },
259
  {
260
  "epoch": 7.346767422334173,
261
+ "grad_norm": 1.8042075634002686,
262
  "learning_rate": 8.486377396569122e-05,
263
+ "loss": 6.1939,
264
  "step": 17500
265
  },
266
  {
267
  "epoch": 7.5566750629722925,
268
+ "grad_norm": 2.0802719593048096,
269
  "learning_rate": 8.385469223007064e-05,
270
+ "loss": 6.2032,
271
  "step": 18000
272
  },
273
  {
274
  "epoch": 7.766582703610411,
275
+ "grad_norm": 1.846529245376587,
276
  "learning_rate": 8.284561049445006e-05,
277
+ "loss": 6.2008,
278
  "step": 18500
279
  },
280
  {
281
  "epoch": 7.97649034424853,
282
+ "grad_norm": 2.998645782470703,
283
  "learning_rate": 8.183652875882947e-05,
284
+ "loss": 6.2019,
285
  "step": 19000
286
  },
287
  {
288
  "epoch": 8.18639798488665,
289
+ "grad_norm": 1.5601189136505127,
290
  "learning_rate": 8.082744702320889e-05,
291
+ "loss": 6.1568,
292
  "step": 19500
293
  },
294
  {
295
  "epoch": 8.39630562552477,
296
+ "grad_norm": 1.497053861618042,
297
  "learning_rate": 7.98183652875883e-05,
298
+ "loss": 6.1571,
299
  "step": 20000
300
  },
301
  {
302
  "epoch": 8.39630562552477,
303
+ "eval_accuracy": 0.15250147310530598,
304
+ "eval_loss": 6.384017467498779,
305
+ "eval_runtime": 0.8049,
306
+ "eval_samples_per_second": 595.137,
307
+ "eval_steps_per_second": 6.212,
308
  "step": 20000
309
  },
310
  {
311
  "epoch": 8.606213266162888,
312
+ "grad_norm": 2.2093071937561035,
313
  "learning_rate": 7.880928355196771e-05,
314
+ "loss": 6.1456,
315
  "step": 20500
316
  },
317
  {
318
  "epoch": 8.816120906801007,
319
+ "grad_norm": 1.9814311265945435,
320
  "learning_rate": 7.780020181634713e-05,
321
+ "loss": 6.1494,
322
  "step": 21000
323
  },
324
  {
325
  "epoch": 9.026028547439127,
326
+ "grad_norm": 2.023616313934326,
327
  "learning_rate": 7.679112008072655e-05,
328
+ "loss": 6.1416,
329
  "step": 21500
330
  },
331
  {
332
  "epoch": 9.235936188077247,
333
+ "grad_norm": 1.8390247821807861,
334
  "learning_rate": 7.578203834510595e-05,
335
+ "loss": 6.1101,
336
  "step": 22000
337
  },
338
  {
339
  "epoch": 9.445843828715365,
340
+ "grad_norm": 1.6448228359222412,
341
  "learning_rate": 7.477295660948537e-05,
342
+ "loss": 6.1093,
343
  "step": 22500
344
  },
345
  {
346
  "epoch": 9.655751469353484,
347
+ "grad_norm": 2.1586291790008545,
348
  "learning_rate": 7.376387487386479e-05,
349
+ "loss": 6.1088,
350
  "step": 23000
351
  },
352
  {
353
  "epoch": 9.865659109991604,
354
+ "grad_norm": 0.8653324246406555,
355
  "learning_rate": 7.27547931382442e-05,
356
+ "loss": 6.1018,
357
  "step": 23500
358
  },
359
  {
360
  "epoch": 10.075566750629722,
361
+ "grad_norm": 2.379240036010742,
362
  "learning_rate": 7.174571140262362e-05,
363
+ "loss": 6.0861,
364
  "step": 24000
365
  },
366
  {
367
  "epoch": 10.285474391267842,
368
+ "grad_norm": 2.1743650436401367,
369
  "learning_rate": 7.073662966700304e-05,
370
+ "loss": 6.075,
371
  "step": 24500
372
  },
373
  {
374
  "epoch": 10.495382031905962,
375
+ "grad_norm": 0.8681607246398926,
376
  "learning_rate": 6.972754793138244e-05,
377
+ "loss": 6.0686,
378
  "step": 25000
379
  },
380
  {
381
  "epoch": 10.705289672544081,
382
+ "grad_norm": 2.3597679138183594,
383
  "learning_rate": 6.871846619576186e-05,
384
+ "loss": 6.0628,
385
  "step": 25500
386
  },
387
  {
388
  "epoch": 10.9151973131822,
389
+ "grad_norm": 3.0710947513580322,
390
  "learning_rate": 6.770938446014128e-05,
391
+ "loss": 6.0724,
392
  "step": 26000
393
  },
394
  {
395
  "epoch": 11.125104953820319,
396
+ "grad_norm": 3.005756378173828,
397
  "learning_rate": 6.670030272452068e-05,
398
+ "loss": 6.0492,
399
  "step": 26500
400
  },
401
  {
402
  "epoch": 11.335012594458439,
403
+ "grad_norm": 2.287787914276123,
404
  "learning_rate": 6.56912209889001e-05,
405
+ "loss": 6.0445,
406
  "step": 27000
407
  },
408
  {
409
  "epoch": 11.544920235096557,
410
+ "grad_norm": 0.7432211637496948,
411
  "learning_rate": 6.468213925327952e-05,
412
+ "loss": 6.0339,
413
  "step": 27500
414
  },
415
  {
416
  "epoch": 11.754827875734676,
417
+ "grad_norm": 2.2258312702178955,
418
  "learning_rate": 6.367305751765893e-05,
419
+ "loss": 6.0316,
420
  "step": 28000
421
  },
422
  {
423
  "epoch": 11.964735516372796,
424
+ "grad_norm": 0.8729032278060913,
425
  "learning_rate": 6.266397578203835e-05,
426
+ "loss": 6.0313,
427
  "step": 28500
428
  },
429
  {
430
  "epoch": 12.174643157010916,
431
+ "grad_norm": 3.3516526222229004,
432
  "learning_rate": 6.165489404641777e-05,
433
+ "loss": 6.0164,
434
  "step": 29000
435
  },
436
  {
437
  "epoch": 12.384550797649034,
438
+ "grad_norm": 0.7179839015007019,
439
  "learning_rate": 6.064581231079718e-05,
440
+ "loss": 6.0063,
441
  "step": 29500
442
  },
443
  {
444
  "epoch": 12.594458438287154,
445
+ "grad_norm": 1.9476817846298218,
446
  "learning_rate": 5.963673057517659e-05,
447
+ "loss": 6.0111,
448
  "step": 30000
449
  },
450
  {
451
  "epoch": 12.594458438287154,
452
+ "eval_accuracy": 0.15409799367602206,
453
+ "eval_loss": 6.312332630157471,
454
+ "eval_runtime": 0.8094,
455
+ "eval_samples_per_second": 591.806,
456
+ "eval_steps_per_second": 6.178,
457
  "step": 30000
458
  },
459
  {
460
  "epoch": 12.804366078925273,
461
+ "grad_norm": 1.2007274627685547,
462
  "learning_rate": 5.8627648839556e-05,
463
+ "loss": 6.0035,
464
  "step": 30500
465
  },
466
  {
467
  "epoch": 13.014273719563391,
468
+ "grad_norm": 1.2920252084732056,
469
  "learning_rate": 5.7618567103935416e-05,
470
+ "loss": 6.0048,
471
  "step": 31000
472
  },
473
  {
474
  "epoch": 13.224181360201511,
475
+ "grad_norm": 2.3055388927459717,
476
  "learning_rate": 5.660948536831484e-05,
477
+ "loss": 5.985,
478
  "step": 31500
479
  },
480
  {
481
  "epoch": 13.43408900083963,
482
+ "grad_norm": 1.011922001838684,
483
  "learning_rate": 5.5600403632694254e-05,
484
+ "loss": 5.9838,
485
  "step": 32000
486
  },
487
  {
488
  "epoch": 13.64399664147775,
489
+ "grad_norm": 2.5464136600494385,
490
  "learning_rate": 5.4591321897073666e-05,
491
+ "loss": 5.9836,
492
  "step": 32500
493
  },
494
  {
495
  "epoch": 13.853904282115868,
496
+ "grad_norm": 1.663964867591858,
497
  "learning_rate": 5.358224016145308e-05,
498
+ "loss": 5.9798,
499
  "step": 33000
500
  },
501
  {
502
  "epoch": 14.063811922753988,
503
+ "grad_norm": 4.078064441680908,
504
  "learning_rate": 5.257315842583249e-05,
505
+ "loss": 5.968,
506
  "step": 33500
507
  },
508
  {
509
  "epoch": 14.273719563392108,
510
+ "grad_norm": 1.4199191331863403,
511
  "learning_rate": 5.15640766902119e-05,
512
+ "loss": 5.9619,
513
  "step": 34000
514
  },
515
  {
516
  "epoch": 14.483627204030226,
517
+ "grad_norm": 1.5001009702682495,
518
  "learning_rate": 5.055499495459133e-05,
519
+ "loss": 5.9581,
520
  "step": 34500
521
  },
522
  {
523
  "epoch": 14.693534844668346,
524
+ "grad_norm": 1.059971809387207,
525
  "learning_rate": 4.954591321897074e-05,
526
+ "loss": 5.9553,
527
  "step": 35000
528
  },
529
  {
530
  "epoch": 14.903442485306465,
531
+ "grad_norm": 2.0065133571624756,
532
  "learning_rate": 4.853683148335015e-05,
533
+ "loss": 5.9536,
534
  "step": 35500
535
  },
536
  {
537
  "epoch": 15.113350125944585,
538
+ "grad_norm": 3.530527353286743,
539
  "learning_rate": 4.7527749747729566e-05,
540
+ "loss": 5.9432,
541
  "step": 36000
542
  },
543
  {
544
  "epoch": 15.323257766582703,
545
+ "grad_norm": 1.7634003162384033,
546
  "learning_rate": 4.6518668012108985e-05,
547
+ "loss": 5.9416,
548
  "step": 36500
549
  },
550
  {
551
  "epoch": 15.533165407220823,
552
+ "grad_norm": 1.8264235258102417,
553
  "learning_rate": 4.55095862764884e-05,
554
+ "loss": 5.9357,
555
  "step": 37000
556
  },
557
  {
558
  "epoch": 15.743073047858942,
559
+ "grad_norm": 2.3028690814971924,
560
  "learning_rate": 4.450050454086781e-05,
561
+ "loss": 5.9381,
562
  "step": 37500
563
  },
564
  {
565
  "epoch": 15.95298068849706,
566
+ "grad_norm": 2.6295433044433594,
567
  "learning_rate": 4.349142280524723e-05,
568
+ "loss": 5.9345,
569
  "step": 38000
570
  },
571
  {
572
  "epoch": 16.162888329135182,
573
+ "grad_norm": 3.4183132648468018,
574
  "learning_rate": 4.248234106962664e-05,
575
+ "loss": 5.9277,
576
  "step": 38500
577
  },
578
  {
579
  "epoch": 16.3727959697733,
580
+ "grad_norm": 1.4393947124481201,
581
  "learning_rate": 4.147325933400605e-05,
582
+ "loss": 5.9196,
583
  "step": 39000
584
  },
585
  {
586
  "epoch": 16.582703610411418,
587
+ "grad_norm": 3.317281723022461,
588
  "learning_rate": 4.046417759838547e-05,
589
+ "loss": 5.9229,
590
  "step": 39500
591
  },
592
  {
593
  "epoch": 16.79261125104954,
594
+ "grad_norm": 3.812405586242676,
595
  "learning_rate": 3.9455095862764884e-05,
596
+ "loss": 5.9119,
597
  "step": 40000
598
  },
599
  {
600
  "epoch": 16.79261125104954,
601
+ "eval_accuracy": 0.15240551755074577,
602
+ "eval_loss": 6.347248554229736,
603
+ "eval_runtime": 0.83,
604
+ "eval_samples_per_second": 577.092,
605
+ "eval_steps_per_second": 6.024,
606
  "step": 40000
607
  },
608
  {
609
  "epoch": 17.002518891687657,
610
+ "grad_norm": 0.9209339618682861,
611
  "learning_rate": 3.84460141271443e-05,
612
+ "loss": 5.9151,
613
  "step": 40500
614
  },
615
  {
616
  "epoch": 17.212426532325775,
617
+ "grad_norm": 1.6605467796325684,
618
  "learning_rate": 3.7436932391523715e-05,
619
+ "loss": 5.9045,
620
  "step": 41000
621
  },
622
  {
623
  "epoch": 17.422334172963897,
624
+ "grad_norm": 2.7795817852020264,
625
  "learning_rate": 3.642785065590313e-05,
626
+ "loss": 5.9006,
627
  "step": 41500
628
  },
629
  {
630
  "epoch": 17.632241813602015,
631
+ "grad_norm": 4.178030967712402,
632
  "learning_rate": 3.541876892028255e-05,
633
+ "loss": 5.9023,
634
  "step": 42000
635
  },
636
  {
637
  "epoch": 17.842149454240133,
638
+ "grad_norm": 1.5764979124069214,
639
  "learning_rate": 3.440968718466196e-05,
640
+ "loss": 5.8993,
641
  "step": 42500
642
  },
643
  {
644
  "epoch": 18.052057094878254,
645
+ "grad_norm": 2.2686071395874023,
646
  "learning_rate": 3.340060544904137e-05,
647
+ "loss": 5.895,
648
  "step": 43000
649
  },
650
  {
651
  "epoch": 18.261964735516372,
652
+ "grad_norm": 0.8200526833534241,
653
  "learning_rate": 3.239152371342079e-05,
654
+ "loss": 5.8859,
655
  "step": 43500
656
  },
657
  {
658
  "epoch": 18.471872376154494,
659
+ "grad_norm": 2.398494005203247,
660
  "learning_rate": 3.13824419778002e-05,
661
+ "loss": 5.8873,
662
  "step": 44000
663
  },
664
  {
665
  "epoch": 18.68178001679261,
666
+ "grad_norm": 0.7526465654373169,
667
  "learning_rate": 3.0373360242179615e-05,
668
+ "loss": 5.8857,
669
  "step": 44500
670
  },
671
  {
672
  "epoch": 18.89168765743073,
673
+ "grad_norm": 1.0299161672592163,
674
  "learning_rate": 2.9364278506559034e-05,
675
+ "loss": 5.8885,
676
  "step": 45000
677
  },
678
  {
679
  "epoch": 19.10159529806885,
680
+ "grad_norm": 1.3554900884628296,
681
  "learning_rate": 2.8355196770938446e-05,
682
+ "loss": 5.8824,
683
  "step": 45500
684
  },
685
  {
686
  "epoch": 19.31150293870697,
687
+ "grad_norm": 1.76670503616333,
688
  "learning_rate": 2.734611503531786e-05,
689
+ "loss": 5.8708,
690
  "step": 46000
691
  },
692
  {
693
  "epoch": 19.521410579345087,
694
+ "grad_norm": 0.7913095951080322,
695
  "learning_rate": 2.6337033299697278e-05,
696
+ "loss": 5.8745,
697
  "step": 46500
698
  },
699
  {
700
  "epoch": 19.73131821998321,
701
+ "grad_norm": 1.3672707080841064,
702
  "learning_rate": 2.532795156407669e-05,
703
+ "loss": 5.8733,
704
  "step": 47000
705
  },
706
  {
707
  "epoch": 19.941225860621326,
708
+ "grad_norm": 4.57985782623291,
709
  "learning_rate": 2.4318869828456106e-05,
710
+ "loss": 5.8701,
711
  "step": 47500
712
  },
713
  {
714
  "epoch": 20.151133501259444,
715
+ "grad_norm": 2.7127416133880615,
716
  "learning_rate": 2.330978809283552e-05,
717
+ "loss": 5.8653,
718
  "step": 48000
719
  },
720
  {
721
  "epoch": 20.361041141897566,
722
+ "grad_norm": 2.380730628967285,
723
  "learning_rate": 2.2300706357214934e-05,
724
+ "loss": 5.8623,
725
  "step": 48500
726
  },
727
  {
728
  "epoch": 20.570948782535684,
729
+ "grad_norm": 0.7706246376037598,
730
  "learning_rate": 2.129162462159435e-05,
731
+ "loss": 5.8587,
732
  "step": 49000
733
  },
734
  {
735
  "epoch": 20.7808564231738,
736
+ "grad_norm": 0.7926819920539856,
737
  "learning_rate": 2.0282542885973765e-05,
738
+ "loss": 5.8562,
739
  "step": 49500
740
  },
741
  {
742
  "epoch": 20.990764063811923,
743
+ "grad_norm": 0.7799748778343201,
744
  "learning_rate": 1.927346115035318e-05,
745
+ "loss": 5.8597,
746
  "step": 50000
747
  },
748
  {
749
  "epoch": 20.990764063811923,
750
+ "eval_accuracy": 0.152409790562705,
751
+ "eval_loss": 6.339051723480225,
752
+ "eval_runtime": 0.8379,
753
+ "eval_samples_per_second": 571.658,
754
+ "eval_steps_per_second": 5.967,
755
  "step": 50000
756
  },
757
  {
758
  "epoch": 21.20067170445004,
759
+ "grad_norm": 0.74815434217453,
760
  "learning_rate": 1.8264379414732593e-05,
761
+ "loss": 5.8511,
762
  "step": 50500
763
  },
764
  {
765
  "epoch": 21.410579345088163,
766
+ "grad_norm": 0.8203549981117249,
767
  "learning_rate": 1.725529767911201e-05,
768
+ "loss": 5.8536,
769
  "step": 51000
770
  },
771
  {
772
  "epoch": 21.62048698572628,
773
+ "grad_norm": 0.7631138563156128,
774
  "learning_rate": 1.6246215943491424e-05,
775
+ "loss": 5.8513,
776
  "step": 51500
777
  },
778
  {
779
  "epoch": 21.8303946263644,
780
+ "grad_norm": 1.3732026815414429,
781
  "learning_rate": 1.5237134207870837e-05,
782
+ "loss": 5.8479,
783
  "step": 52000
784
  },
785
  {
786
  "epoch": 22.04030226700252,
787
+ "grad_norm": 0.7802448868751526,
788
  "learning_rate": 1.4228052472250252e-05,
789
+ "loss": 5.8493,
790
  "step": 52500
791
  },
792
  {
793
  "epoch": 22.250209907640638,
794
+ "grad_norm": 0.7773926854133606,
795
  "learning_rate": 1.3218970736629668e-05,
796
+ "loss": 5.8393,
797
  "step": 53000
798
  },
799
  {
800
  "epoch": 22.460117548278756,
801
+ "grad_norm": 3.208472967147827,
802
  "learning_rate": 1.2209889001009082e-05,
803
+ "loss": 5.8429,
804
  "step": 53500
805
  },
806
  {
807
  "epoch": 22.670025188916878,
808
+ "grad_norm": 3.8855886459350586,
809
  "learning_rate": 1.1200807265388496e-05,
810
+ "loss": 5.8431,
811
  "step": 54000
812
  },
813
  {
814
  "epoch": 22.879932829554996,
815
+ "grad_norm": 0.7867493629455566,
816
  "learning_rate": 1.0191725529767912e-05,
817
+ "loss": 5.8394,
818
  "step": 54500
819
  },
820
  {
821
  "epoch": 23.089840470193113,
822
+ "grad_norm": 0.7768656611442566,
823
  "learning_rate": 9.182643794147326e-06,
824
+ "loss": 5.8363,
825
  "step": 55000
826
  },
827
  {
828
  "epoch": 23.299748110831235,
829
+ "grad_norm": 0.7813059687614441,
830
  "learning_rate": 8.173562058526741e-06,
831
+ "loss": 5.8362,
832
  "step": 55500
833
  },
834
  {
835
  "epoch": 23.509655751469353,
836
+ "grad_norm": 0.7924099564552307,
837
  "learning_rate": 7.164480322906156e-06,
838
+ "loss": 5.836,
839
  "step": 56000
840
  },
841
  {
842
  "epoch": 23.719563392107474,
843
+ "grad_norm": 2.308229923248291,
844
  "learning_rate": 6.155398587285571e-06,
845
+ "loss": 5.8307,
846
  "step": 56500
847
  },
848
  {
849
  "epoch": 23.929471032745592,
850
+ "grad_norm": 0.7893543839454651,
851
  "learning_rate": 5.146316851664986e-06,
852
+ "loss": 5.8332,
853
  "step": 57000
854
  },
855
  {
856
  "epoch": 24.13937867338371,
857
+ "grad_norm": 1.8878270387649536,
858
  "learning_rate": 4.1372351160444e-06,
859
+ "loss": 5.8305,
860
  "step": 57500
861
  },
862
  {
863
  "epoch": 24.349286314021832,
864
+ "grad_norm": 0.7944318056106567,
865
  "learning_rate": 3.1281533804238145e-06,
866
+ "loss": 5.8324,
867
  "step": 58000
868
  },
869
  {
870
  "epoch": 24.55919395465995,
871
+ "grad_norm": 0.9040911197662354,
872
  "learning_rate": 2.1190716448032293e-06,
873
+ "loss": 5.8281,
874
  "step": 58500
875
  },
876
  {
877
  "epoch": 24.769101595298068,
878
+ "grad_norm": 1.0953303575515747,
879
  "learning_rate": 1.109989909182644e-06,
880
+ "loss": 5.8273,
881
  "step": 59000
882
  },
883
  {
884
  "epoch": 24.97900923593619,
885
+ "grad_norm": 1.0026205778121948,
886
  "learning_rate": 1.0090817356205853e-07,
887
+ "loss": 5.8271,
888
  "step": 59500
889
  },
890
  {
891
  "epoch": 25.0,
892
  "step": 59550,
893
  "total_flos": 7.6822177215744e+17,
894
+ "train_loss": 6.223999219200974,
895
+ "train_runtime": 16965.8185,
896
+ "train_samples_per_second": 336.911,
897
+ "train_steps_per_second": 3.51
898
  }
899
  ],
900
  "logging_steps": 500,