File size: 12,101 Bytes
e6592be
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.991150442477876,
  "eval_steps": 500,
  "global_step": 252,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.058997050147492625,
      "grad_norm": 2.2323501110076904,
      "learning_rate": 1.923076923076923e-05,
      "loss": 0.9779,
      "mean_token_accuracy": 0.7360278993844986,
      "step": 5
    },
    {
      "epoch": 0.11799410029498525,
      "grad_norm": 0.8943867087364197,
      "learning_rate": 3.846153846153846e-05,
      "loss": 0.8642,
      "mean_token_accuracy": 0.7512260988354683,
      "step": 10
    },
    {
      "epoch": 0.17699115044247787,
      "grad_norm": 0.6406371593475342,
      "learning_rate": 4.9992225160291885e-05,
      "loss": 0.7756,
      "mean_token_accuracy": 0.7676111996173859,
      "step": 15
    },
    {
      "epoch": 0.2359882005899705,
      "grad_norm": 0.47420650720596313,
      "learning_rate": 4.990481990931694e-05,
      "loss": 0.74,
      "mean_token_accuracy": 0.7747218057513237,
      "step": 20
    },
    {
      "epoch": 0.2949852507374631,
      "grad_norm": 0.41185876727104187,
      "learning_rate": 4.9720669537317554e-05,
      "loss": 0.7214,
      "mean_token_accuracy": 0.7785332903265954,
      "step": 25
    },
    {
      "epoch": 0.35398230088495575,
      "grad_norm": 0.377851277589798,
      "learning_rate": 4.944056921471231e-05,
      "loss": 0.7044,
      "mean_token_accuracy": 0.7821874514222145,
      "step": 30
    },
    {
      "epoch": 0.41297935103244837,
      "grad_norm": 0.3450012803077698,
      "learning_rate": 4.9065728428554405e-05,
      "loss": 0.6841,
      "mean_token_accuracy": 0.7874245882034302,
      "step": 35
    },
    {
      "epoch": 0.471976401179941,
      "grad_norm": 0.3287171423435211,
      "learning_rate": 4.859776575990668e-05,
      "loss": 0.6713,
      "mean_token_accuracy": 0.7902060091495514,
      "step": 40
    },
    {
      "epoch": 0.5309734513274337,
      "grad_norm": 0.3226357698440552,
      "learning_rate": 4.8038701894728526e-05,
      "loss": 0.6553,
      "mean_token_accuracy": 0.7945271402597427,
      "step": 45
    },
    {
      "epoch": 0.5899705014749262,
      "grad_norm": 0.3185617923736572,
      "learning_rate": 4.7390950898453896e-05,
      "loss": 0.6583,
      "mean_token_accuracy": 0.7935813069343567,
      "step": 50
    },
    {
      "epoch": 0.6489675516224189,
      "grad_norm": 0.33868589997291565,
      "learning_rate": 4.665730979193731e-05,
      "loss": 0.6574,
      "mean_token_accuracy": 0.793527738749981,
      "step": 55
    },
    {
      "epoch": 0.7079646017699115,
      "grad_norm": 0.3180258274078369,
      "learning_rate": 4.584094647377942e-05,
      "loss": 0.6508,
      "mean_token_accuracy": 0.7950170502066612,
      "step": 60
    },
    {
      "epoch": 0.7669616519174042,
      "grad_norm": 0.37045028805732727,
      "learning_rate": 4.494538604118408e-05,
      "loss": 0.649,
      "mean_token_accuracy": 0.7954698503017426,
      "step": 65
    },
    {
      "epoch": 0.8259587020648967,
      "grad_norm": 0.3652035593986511,
      "learning_rate": 4.3974495568414175e-05,
      "loss": 0.6488,
      "mean_token_accuracy": 0.7957066431641578,
      "step": 70
    },
    {
      "epoch": 0.8849557522123894,
      "grad_norm": 0.33792272210121155,
      "learning_rate": 4.293246740857364e-05,
      "loss": 0.6398,
      "mean_token_accuracy": 0.7980766043066978,
      "step": 75
    },
    {
      "epoch": 0.943952802359882,
      "grad_norm": 0.31773921847343445,
      "learning_rate": 4.182380109081926e-05,
      "loss": 0.6406,
      "mean_token_accuracy": 0.7975733190774917,
      "step": 80
    },
    {
      "epoch": 1.0117994100294985,
      "grad_norm": 0.7647905945777893,
      "learning_rate": 4.065328389117115e-05,
      "loss": 0.7546,
      "mean_token_accuracy": 0.8012310644475426,
      "step": 85
    },
    {
      "epoch": 1.0707964601769913,
      "grad_norm": 0.4024263620376587,
      "learning_rate": 3.9425970160818e-05,
      "loss": 0.5884,
      "mean_token_accuracy": 0.8105781555175782,
      "step": 90
    },
    {
      "epoch": 1.1297935103244838,
      "grad_norm": 0.31481897830963135,
      "learning_rate": 3.814715950117856e-05,
      "loss": 0.594,
      "mean_token_accuracy": 0.8084972694516182,
      "step": 95
    },
    {
      "epoch": 1.1887905604719764,
      "grad_norm": 0.3306266963481903,
      "learning_rate": 3.682237387996043e-05,
      "loss": 0.5868,
      "mean_token_accuracy": 0.8107855960726738,
      "step": 100
    },
    {
      "epoch": 1.247787610619469,
      "grad_norm": 0.3450247347354889,
      "learning_rate": 3.545733378703032e-05,
      "loss": 0.5885,
      "mean_token_accuracy": 0.8103181079030037,
      "step": 105
    },
    {
      "epoch": 1.3067846607669615,
      "grad_norm": 0.2881079912185669,
      "learning_rate": 3.405793353305565e-05,
      "loss": 0.5855,
      "mean_token_accuracy": 0.8110026270151138,
      "step": 110
    },
    {
      "epoch": 1.3657817109144543,
      "grad_norm": 0.3721728026866913,
      "learning_rate": 3.2630215797579524e-05,
      "loss": 0.5918,
      "mean_token_accuracy": 0.8090571373701095,
      "step": 115
    },
    {
      "epoch": 1.424778761061947,
      "grad_norm": 0.28813228011131287,
      "learning_rate": 3.1180345536431366e-05,
      "loss": 0.5882,
      "mean_token_accuracy": 0.8099654763936996,
      "step": 120
    },
    {
      "epoch": 1.4837758112094395,
      "grad_norm": 0.32398104667663574,
      "learning_rate": 2.971458336114263e-05,
      "loss": 0.5791,
      "mean_token_accuracy": 0.8125564515590668,
      "step": 125
    },
    {
      "epoch": 1.5427728613569323,
      "grad_norm": 0.3099663555622101,
      "learning_rate": 2.8239258505316425e-05,
      "loss": 0.5852,
      "mean_token_accuracy": 0.8109115019440651,
      "step": 130
    },
    {
      "epoch": 1.6017699115044248,
      "grad_norm": 0.328464150428772,
      "learning_rate": 2.6760741494683584e-05,
      "loss": 0.5745,
      "mean_token_accuracy": 0.814112713932991,
      "step": 135
    },
    {
      "epoch": 1.6607669616519174,
      "grad_norm": 0.35260599851608276,
      "learning_rate": 2.5285416638857372e-05,
      "loss": 0.575,
      "mean_token_accuracy": 0.8141456112265587,
      "step": 140
    },
    {
      "epoch": 1.71976401179941,
      "grad_norm": 0.31594163179397583,
      "learning_rate": 2.3819654463568643e-05,
      "loss": 0.5739,
      "mean_token_accuracy": 0.8143744096159935,
      "step": 145
    },
    {
      "epoch": 1.7787610619469025,
      "grad_norm": 0.28481170535087585,
      "learning_rate": 2.2369784202420478e-05,
      "loss": 0.5774,
      "mean_token_accuracy": 0.8129270792007446,
      "step": 150
    },
    {
      "epoch": 1.8377581120943953,
      "grad_norm": 0.25970932841300964,
      "learning_rate": 2.0942066466944355e-05,
      "loss": 0.5764,
      "mean_token_accuracy": 0.813313227891922,
      "step": 155
    },
    {
      "epoch": 1.896755162241888,
      "grad_norm": 0.32508930563926697,
      "learning_rate": 1.9542666212969686e-05,
      "loss": 0.5767,
      "mean_token_accuracy": 0.8132544249296189,
      "step": 160
    },
    {
      "epoch": 1.9557522123893807,
      "grad_norm": 0.26032930612564087,
      "learning_rate": 1.817762612003957e-05,
      "loss": 0.5782,
      "mean_token_accuracy": 0.8123401254415512,
      "step": 165
    },
    {
      "epoch": 2.023598820058997,
      "grad_norm": 0.34573885798454285,
      "learning_rate": 1.685284049882144e-05,
      "loss": 0.6753,
      "mean_token_accuracy": 0.8178334352446766,
      "step": 170
    },
    {
      "epoch": 2.0825958702064895,
      "grad_norm": 0.32736095786094666,
      "learning_rate": 1.5574029839182002e-05,
      "loss": 0.5317,
      "mean_token_accuracy": 0.8253544390201568,
      "step": 175
    },
    {
      "epoch": 2.1415929203539825,
      "grad_norm": 0.27296292781829834,
      "learning_rate": 1.4346716108828856e-05,
      "loss": 0.5281,
      "mean_token_accuracy": 0.8263761848211288,
      "step": 180
    },
    {
      "epoch": 2.200589970501475,
      "grad_norm": 0.29768332839012146,
      "learning_rate": 1.3176198909180748e-05,
      "loss": 0.53,
      "mean_token_accuracy": 0.8254351049661637,
      "step": 185
    },
    {
      "epoch": 2.2595870206489677,
      "grad_norm": 0.2496112883090973,
      "learning_rate": 1.2067532591426361e-05,
      "loss": 0.5294,
      "mean_token_accuracy": 0.8257370889186859,
      "step": 190
    },
    {
      "epoch": 2.3185840707964602,
      "grad_norm": 0.23834161460399628,
      "learning_rate": 1.1025504431585829e-05,
      "loss": 0.5343,
      "mean_token_accuracy": 0.8240474551916123,
      "step": 195
    },
    {
      "epoch": 2.377581120943953,
      "grad_norm": 0.2458484023809433,
      "learning_rate": 1.0054613958815923e-05,
      "loss": 0.5311,
      "mean_token_accuracy": 0.8251578345894813,
      "step": 200
    },
    {
      "epoch": 2.4365781710914454,
      "grad_norm": 0.22741276025772095,
      "learning_rate": 9.159053526220584e-06,
      "loss": 0.5274,
      "mean_token_accuracy": 0.826587364077568,
      "step": 205
    },
    {
      "epoch": 2.495575221238938,
      "grad_norm": 0.23274612426757812,
      "learning_rate": 8.342690208062693e-06,
      "loss": 0.5356,
      "mean_token_accuracy": 0.8239503756165505,
      "step": 210
    },
    {
      "epoch": 2.554572271386431,
      "grad_norm": 0.24258707463741302,
      "learning_rate": 7.609049101546113e-06,
      "loss": 0.5346,
      "mean_token_accuracy": 0.8239579856395721,
      "step": 215
    },
    {
      "epoch": 2.613569321533923,
      "grad_norm": 0.2307581752538681,
      "learning_rate": 6.961298105271478e-06,
      "loss": 0.5309,
      "mean_token_accuracy": 0.8249035343527794,
      "step": 220
    },
    {
      "epoch": 2.672566371681416,
      "grad_norm": 0.22489875555038452,
      "learning_rate": 6.40223424009332e-06,
      "loss": 0.5329,
      "mean_token_accuracy": 0.8248426854610443,
      "step": 225
    },
    {
      "epoch": 2.7315634218289087,
      "grad_norm": 0.2095792293548584,
      "learning_rate": 5.934271571445601e-06,
      "loss": 0.5286,
      "mean_token_accuracy": 0.8259800374507904,
      "step": 230
    },
    {
      "epoch": 2.7905604719764012,
      "grad_norm": 0.2478594034910202,
      "learning_rate": 5.559430785287692e-06,
      "loss": 0.5322,
      "mean_token_accuracy": 0.8249810084700584,
      "step": 235
    },
    {
      "epoch": 2.849557522123894,
      "grad_norm": 0.21585014462471008,
      "learning_rate": 5.279330462682451e-06,
      "loss": 0.5315,
      "mean_token_accuracy": 0.8252547547221184,
      "step": 240
    },
    {
      "epoch": 2.9085545722713864,
      "grad_norm": 0.21936820447444916,
      "learning_rate": 5.095180090683062e-06,
      "loss": 0.5322,
      "mean_token_accuracy": 0.8245489120483398,
      "step": 245
    },
    {
      "epoch": 2.967551622418879,
      "grad_norm": 0.20714396238327026,
      "learning_rate": 5.007774839708124e-06,
      "loss": 0.5181,
      "mean_token_accuracy": 0.8292045801877975,
      "step": 250
    },
    {
      "epoch": 2.991150442477876,
      "step": 252,
      "total_flos": 383335494844416.0,
      "train_loss": 0.0,
      "train_runtime": 1.7606,
      "train_samples_per_second": 18380.411,
      "train_steps_per_second": 143.131
    }
  ],
  "logging_steps": 5,
  "max_steps": 252,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 383335494844416.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}