chchen commited on
Commit
fc0f41c
·
verified ·
1 Parent(s): d1840ca

End of training

Browse files
README.md CHANGED
@@ -16,9 +16,9 @@ should probably proofread and complete it, then remove this comment. -->
16
 
17
  # Ministral-8B-Instruct-2410-PsyCourse-info-fold1
18
 
19
- This model is a fine-tuned version of [mistralai/Ministral-8B-Instruct-2410](https://huggingface.co/mistralai/Ministral-8B-Instruct-2410) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 0.1346
22
 
23
  ## Model description
24
 
 
16
 
17
  # Ministral-8B-Instruct-2410-PsyCourse-info-fold1
18
 
19
+ This model is a fine-tuned version of [mistralai/Ministral-8B-Instruct-2410](https://huggingface.co/mistralai/Ministral-8B-Instruct-2410) on the course-info-train-fold1 dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.1302
22
 
23
  ## Model description
24
 
all_results.json CHANGED
@@ -1,12 +1,12 @@
1
  {
2
  "epoch": 4.938271604938271,
3
- "eval_loss": 0.13309215009212494,
4
- "eval_runtime": 20.1504,
5
- "eval_samples_per_second": 2.233,
6
- "eval_steps_per_second": 2.233,
7
  "total_flos": 1.3014876311027712e+17,
8
- "train_loss": 0.14958409817516805,
9
- "train_runtime": 3652.9389,
10
  "train_samples_per_second": 0.554,
11
  "train_steps_per_second": 0.034
12
  }
 
1
  {
2
  "epoch": 4.938271604938271,
3
+ "eval_loss": 0.13016711175441742,
4
+ "eval_runtime": 20.1603,
5
+ "eval_samples_per_second": 2.232,
6
+ "eval_steps_per_second": 2.232,
7
  "total_flos": 1.3014876311027712e+17,
8
+ "train_loss": 0.1490552680194378,
9
+ "train_runtime": 3654.6773,
10
  "train_samples_per_second": 0.554,
11
  "train_steps_per_second": 0.034
12
  }
eval_results.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "epoch": 4.938271604938271,
3
- "eval_loss": 0.13309215009212494,
4
- "eval_runtime": 20.1504,
5
- "eval_samples_per_second": 2.233,
6
- "eval_steps_per_second": 2.233
7
  }
 
1
  {
2
  "epoch": 4.938271604938271,
3
+ "eval_loss": 0.13016711175441742,
4
+ "eval_runtime": 20.1603,
5
+ "eval_samples_per_second": 2.232,
6
+ "eval_steps_per_second": 2.232
7
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 4.938271604938271,
3
  "total_flos": 1.3014876311027712e+17,
4
- "train_loss": 0.14958409817516805,
5
- "train_runtime": 3652.9389,
6
  "train_samples_per_second": 0.554,
7
  "train_steps_per_second": 0.034
8
  }
 
1
  {
2
  "epoch": 4.938271604938271,
3
  "total_flos": 1.3014876311027712e+17,
4
+ "train_loss": 0.1490552680194378,
5
+ "train_runtime": 3654.6773,
6
  "train_samples_per_second": 0.554,
7
  "train_steps_per_second": 0.034
8
  }
trainer_state.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
- "best_metric": 0.13309215009212494,
3
- "best_model_checkpoint": "saves/psy-course-info/Ministral-8B-Instruct-2410/train/fold1/checkpoint-80",
4
  "epoch": 4.938271604938271,
5
  "eval_steps": 10,
6
  "global_step": 125,
@@ -10,981 +10,981 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.03950617283950617,
13
- "grad_norm": 2.0390753746032715,
14
  "learning_rate": 7.692307692307694e-06,
15
  "loss": 0.8023,
16
  "step": 1
17
  },
18
  {
19
  "epoch": 0.07901234567901234,
20
- "grad_norm": 1.961265206336975,
21
  "learning_rate": 1.5384615384615387e-05,
22
  "loss": 0.8556,
23
  "step": 2
24
  },
25
  {
26
  "epoch": 0.11851851851851852,
27
- "grad_norm": 2.2120137214660645,
28
  "learning_rate": 2.307692307692308e-05,
29
- "loss": 0.8925,
30
  "step": 3
31
  },
32
  {
33
  "epoch": 0.1580246913580247,
34
- "grad_norm": 2.0088584423065186,
35
  "learning_rate": 3.0769230769230774e-05,
36
- "loss": 0.906,
37
  "step": 4
38
  },
39
  {
40
  "epoch": 0.19753086419753085,
41
- "grad_norm": 2.3365349769592285,
42
  "learning_rate": 3.846153846153846e-05,
43
- "loss": 0.9801,
44
  "step": 5
45
  },
46
  {
47
  "epoch": 0.23703703703703705,
48
- "grad_norm": 2.2157771587371826,
49
  "learning_rate": 4.615384615384616e-05,
50
- "loss": 0.8027,
51
  "step": 6
52
  },
53
  {
54
  "epoch": 0.2765432098765432,
55
- "grad_norm": 1.692388653755188,
56
  "learning_rate": 5.384615384615385e-05,
57
- "loss": 0.6073,
58
  "step": 7
59
  },
60
  {
61
  "epoch": 0.3160493827160494,
62
- "grad_norm": 1.5887771844863892,
63
  "learning_rate": 6.153846153846155e-05,
64
  "loss": 0.5905,
65
  "step": 8
66
  },
67
  {
68
  "epoch": 0.35555555555555557,
69
- "grad_norm": 1.3628923892974854,
70
  "learning_rate": 6.923076923076924e-05,
71
- "loss": 0.5138,
72
  "step": 9
73
  },
74
  {
75
  "epoch": 0.3950617283950617,
76
- "grad_norm": 1.4371954202651978,
77
  "learning_rate": 7.692307692307693e-05,
78
- "loss": 0.4429,
79
  "step": 10
80
  },
81
  {
82
  "epoch": 0.3950617283950617,
83
- "eval_loss": 0.40345892310142517,
84
- "eval_runtime": 20.6989,
85
- "eval_samples_per_second": 2.174,
86
- "eval_steps_per_second": 2.174,
87
  "step": 10
88
  },
89
  {
90
  "epoch": 0.4345679012345679,
91
- "grad_norm": 1.3053659200668335,
92
  "learning_rate": 8.461538461538461e-05,
93
- "loss": 0.3488,
94
  "step": 11
95
  },
96
  {
97
  "epoch": 0.4740740740740741,
98
- "grad_norm": 1.3771201372146606,
99
  "learning_rate": 9.230769230769232e-05,
100
  "loss": 0.3553,
101
  "step": 12
102
  },
103
  {
104
  "epoch": 0.5135802469135803,
105
- "grad_norm": 1.1285293102264404,
106
  "learning_rate": 0.0001,
107
  "loss": 0.3249,
108
  "step": 13
109
  },
110
  {
111
  "epoch": 0.5530864197530864,
112
- "grad_norm": 0.8351910710334778,
113
  "learning_rate": 9.998033131915266e-05,
114
- "loss": 0.2192,
115
  "step": 14
116
  },
117
  {
118
  "epoch": 0.5925925925925926,
119
- "grad_norm": 0.964387059211731,
120
  "learning_rate": 9.992134075089084e-05,
121
- "loss": 0.2631,
122
  "step": 15
123
  },
124
  {
125
  "epoch": 0.6320987654320988,
126
- "grad_norm": 0.9215478897094727,
127
  "learning_rate": 9.982307470588098e-05,
128
- "loss": 0.2856,
129
  "step": 16
130
  },
131
  {
132
  "epoch": 0.671604938271605,
133
- "grad_norm": 0.6723529696464539,
134
  "learning_rate": 9.968561049466214e-05,
135
- "loss": 0.1705,
136
  "step": 17
137
  },
138
  {
139
  "epoch": 0.7111111111111111,
140
- "grad_norm": 0.8079479932785034,
141
  "learning_rate": 9.950905626682228e-05,
142
- "loss": 0.1829,
143
  "step": 18
144
  },
145
  {
146
  "epoch": 0.7506172839506173,
147
- "grad_norm": 0.6413888931274414,
148
  "learning_rate": 9.92935509259118e-05,
149
- "loss": 0.2109,
150
  "step": 19
151
  },
152
  {
153
  "epoch": 0.7901234567901234,
154
- "grad_norm": 0.7786543369293213,
155
  "learning_rate": 9.903926402016153e-05,
156
- "loss": 0.1785,
157
  "step": 20
158
  },
159
  {
160
  "epoch": 0.7901234567901234,
161
- "eval_loss": 0.18843013048171997,
162
- "eval_runtime": 20.5239,
163
  "eval_samples_per_second": 2.193,
164
  "eval_steps_per_second": 2.193,
165
  "step": 20
166
  },
167
  {
168
  "epoch": 0.8296296296296296,
169
- "grad_norm": 0.6703270077705383,
170
  "learning_rate": 9.874639560909117e-05,
171
- "loss": 0.167,
172
  "step": 21
173
  },
174
  {
175
  "epoch": 0.8691358024691358,
176
- "grad_norm": 0.654127299785614,
177
  "learning_rate": 9.841517610611309e-05,
178
- "loss": 0.1731,
179
  "step": 22
180
  },
181
  {
182
  "epoch": 0.908641975308642,
183
- "grad_norm": 0.7844198942184448,
184
  "learning_rate": 9.804586609725499e-05,
185
- "loss": 0.1562,
186
  "step": 23
187
  },
188
  {
189
  "epoch": 0.9481481481481482,
190
- "grad_norm": 0.6286563277244568,
191
  "learning_rate": 9.763875613614482e-05,
192
- "loss": 0.173,
193
  "step": 24
194
  },
195
  {
196
  "epoch": 0.9876543209876543,
197
- "grad_norm": 0.7049539685249329,
198
  "learning_rate": 9.719416651541839e-05,
199
- "loss": 0.208,
200
  "step": 25
201
  },
202
  {
203
  "epoch": 1.0271604938271606,
204
- "grad_norm": 0.7338353991508484,
205
  "learning_rate": 9.671244701472999e-05,
206
- "loss": 0.1587,
207
  "step": 26
208
  },
209
  {
210
  "epoch": 1.0666666666666667,
211
- "grad_norm": 0.7310785055160522,
212
  "learning_rate": 9.619397662556435e-05,
213
- "loss": 0.1431,
214
  "step": 27
215
  },
216
  {
217
  "epoch": 1.106172839506173,
218
- "grad_norm": 0.7245159149169922,
219
  "learning_rate": 9.563916325306594e-05,
220
- "loss": 0.2044,
221
  "step": 28
222
  },
223
  {
224
  "epoch": 1.145679012345679,
225
- "grad_norm": 0.5627182722091675,
226
  "learning_rate": 9.504844339512095e-05,
227
- "loss": 0.1177,
228
  "step": 29
229
  },
230
  {
231
  "epoch": 1.1851851851851851,
232
- "grad_norm": 0.6373375654220581,
233
  "learning_rate": 9.442228179894362e-05,
234
- "loss": 0.1675,
235
  "step": 30
236
  },
237
  {
238
  "epoch": 1.1851851851851851,
239
- "eval_loss": 0.15359176695346832,
240
- "eval_runtime": 20.5335,
241
  "eval_samples_per_second": 2.192,
242
  "eval_steps_per_second": 2.192,
243
  "step": 30
244
  },
245
  {
246
  "epoch": 1.2246913580246914,
247
- "grad_norm": 0.6907315850257874,
248
  "learning_rate": 9.376117109543769e-05,
249
- "loss": 0.1477,
250
  "step": 31
251
  },
252
  {
253
  "epoch": 1.2641975308641975,
254
- "grad_norm": 0.6778085827827454,
255
  "learning_rate": 9.306563141162046e-05,
256
- "loss": 0.1516,
257
  "step": 32
258
  },
259
  {
260
  "epoch": 1.3037037037037038,
261
- "grad_norm": 0.5137432813644409,
262
  "learning_rate": 9.233620996141421e-05,
263
- "loss": 0.1497,
264
  "step": 33
265
  },
266
  {
267
  "epoch": 1.34320987654321,
268
- "grad_norm": 0.6280796527862549,
269
  "learning_rate": 9.157348061512727e-05,
270
- "loss": 0.1126,
271
  "step": 34
272
  },
273
  {
274
  "epoch": 1.382716049382716,
275
- "grad_norm": 0.5616405606269836,
276
  "learning_rate": 9.077804344796302e-05,
277
- "loss": 0.1426,
278
  "step": 35
279
  },
280
  {
281
  "epoch": 1.4222222222222223,
282
- "grad_norm": 0.8445197343826294,
283
  "learning_rate": 8.995052426791247e-05,
284
- "loss": 0.1313,
285
  "step": 36
286
  },
287
  {
288
  "epoch": 1.4617283950617284,
289
- "grad_norm": 0.5273640155792236,
290
  "learning_rate": 8.90915741234015e-05,
291
- "loss": 0.0951,
292
  "step": 37
293
  },
294
  {
295
  "epoch": 1.5012345679012347,
296
- "grad_norm": 0.5017833709716797,
297
  "learning_rate": 8.820186879108038e-05,
298
- "loss": 0.1009,
299
  "step": 38
300
  },
301
  {
302
  "epoch": 1.5407407407407407,
303
- "grad_norm": 0.6728293895721436,
304
  "learning_rate": 8.728210824415827e-05,
305
- "loss": 0.1167,
306
  "step": 39
307
  },
308
  {
309
  "epoch": 1.5802469135802468,
310
- "grad_norm": 0.6374576687812805,
311
  "learning_rate": 8.633301610170135e-05,
312
- "loss": 0.1029,
313
  "step": 40
314
  },
315
  {
316
  "epoch": 1.5802469135802468,
317
- "eval_loss": 0.13882803916931152,
318
- "eval_runtime": 20.5474,
319
- "eval_samples_per_second": 2.19,
320
- "eval_steps_per_second": 2.19,
321
  "step": 40
322
  },
323
  {
324
  "epoch": 1.6197530864197531,
325
- "grad_norm": 0.7149953246116638,
326
  "learning_rate": 8.535533905932738e-05,
327
- "loss": 0.1252,
328
  "step": 41
329
  },
330
  {
331
  "epoch": 1.6592592592592592,
332
- "grad_norm": 0.5100037455558777,
333
  "learning_rate": 8.434984630174509e-05,
334
- "loss": 0.0757,
335
  "step": 42
336
  },
337
  {
338
  "epoch": 1.6987654320987655,
339
- "grad_norm": 0.6014995574951172,
340
  "learning_rate": 8.33173288976002e-05,
341
- "loss": 0.1317,
342
  "step": 43
343
  },
344
  {
345
  "epoch": 1.7382716049382716,
346
- "grad_norm": 0.8870960474014282,
347
  "learning_rate": 8.225859917710439e-05,
348
- "loss": 0.0997,
349
  "step": 44
350
  },
351
  {
352
  "epoch": 1.7777777777777777,
353
- "grad_norm": 0.8648034930229187,
354
  "learning_rate": 8.117449009293668e-05,
355
- "loss": 0.1594,
356
  "step": 45
357
  },
358
  {
359
  "epoch": 1.817283950617284,
360
- "grad_norm": 0.5369970798492432,
361
  "learning_rate": 8.006585456492029e-05,
362
- "loss": 0.1094,
363
  "step": 46
364
  },
365
  {
366
  "epoch": 1.8567901234567903,
367
- "grad_norm": 0.6110713481903076,
368
  "learning_rate": 7.89335648089903e-05,
369
- "loss": 0.0888,
370
  "step": 47
371
  },
372
  {
373
  "epoch": 1.8962962962962964,
374
- "grad_norm": 0.5212799906730652,
375
  "learning_rate": 7.777851165098012e-05,
376
- "loss": 0.0926,
377
  "step": 48
378
  },
379
  {
380
  "epoch": 1.9358024691358025,
381
- "grad_norm": 0.8445259928703308,
382
  "learning_rate": 7.660160382576683e-05,
383
- "loss": 0.1662,
384
  "step": 49
385
  },
386
  {
387
  "epoch": 1.9753086419753085,
388
- "grad_norm": 0.6875662803649902,
389
  "learning_rate": 7.540376726232648e-05,
390
- "loss": 0.1051,
391
  "step": 50
392
  },
393
  {
394
  "epoch": 1.9753086419753085,
395
- "eval_loss": 0.13906188309192657,
396
- "eval_runtime": 20.5617,
397
- "eval_samples_per_second": 2.189,
398
- "eval_steps_per_second": 2.189,
399
  "step": 50
400
  },
401
  {
402
  "epoch": 2.0148148148148146,
403
- "grad_norm": 0.6605879068374634,
404
  "learning_rate": 7.4185944355262e-05,
405
- "loss": 0.1066,
406
  "step": 51
407
  },
408
  {
409
  "epoch": 2.054320987654321,
410
- "grad_norm": 0.4773046374320984,
411
  "learning_rate": 7.294909322337689e-05,
412
  "loss": 0.0674,
413
  "step": 52
414
  },
415
  {
416
  "epoch": 2.093827160493827,
417
- "grad_norm": 0.5565283894538879,
418
  "learning_rate": 7.169418695587791e-05,
419
- "loss": 0.0856,
420
  "step": 53
421
  },
422
  {
423
  "epoch": 2.1333333333333333,
424
- "grad_norm": 0.6570001244544983,
425
  "learning_rate": 7.042221284679982e-05,
426
- "loss": 0.1253,
427
  "step": 54
428
  },
429
  {
430
  "epoch": 2.1728395061728394,
431
- "grad_norm": 0.5551297664642334,
432
  "learning_rate": 6.91341716182545e-05,
433
- "loss": 0.0959,
434
  "step": 55
435
  },
436
  {
437
  "epoch": 2.212345679012346,
438
- "grad_norm": 0.6185472011566162,
439
  "learning_rate": 6.783107663311565e-05,
440
- "loss": 0.0829,
441
  "step": 56
442
  },
443
  {
444
  "epoch": 2.251851851851852,
445
- "grad_norm": 0.43280068039894104,
446
  "learning_rate": 6.651395309775837e-05,
447
  "loss": 0.059,
448
  "step": 57
449
  },
450
  {
451
  "epoch": 2.291358024691358,
452
- "grad_norm": 0.5909093618392944,
453
  "learning_rate": 6.518383725548074e-05,
454
- "loss": 0.0722,
455
  "step": 58
456
  },
457
  {
458
  "epoch": 2.330864197530864,
459
- "grad_norm": 0.43389415740966797,
460
  "learning_rate": 6.384177557124247e-05,
461
- "loss": 0.0549,
462
  "step": 59
463
  },
464
  {
465
  "epoch": 2.3703703703703702,
466
- "grad_norm": 0.4091483950614929,
467
  "learning_rate": 6.248882390836135e-05,
468
- "loss": 0.0641,
469
  "step": 60
470
  },
471
  {
472
  "epoch": 2.3703703703703702,
473
- "eval_loss": 0.13504177331924438,
474
- "eval_runtime": 20.5521,
475
- "eval_samples_per_second": 2.19,
476
- "eval_steps_per_second": 2.19,
477
  "step": 60
478
  },
479
  {
480
  "epoch": 2.4098765432098768,
481
- "grad_norm": 0.6405681371688843,
482
  "learning_rate": 6.112604669781572e-05,
483
- "loss": 0.0792,
484
  "step": 61
485
  },
486
  {
487
  "epoch": 2.449382716049383,
488
- "grad_norm": 0.6859791874885559,
489
  "learning_rate": 5.9754516100806423e-05,
490
- "loss": 0.1108,
491
  "step": 62
492
  },
493
  {
494
  "epoch": 2.488888888888889,
495
- "grad_norm": 0.5771428942680359,
496
  "learning_rate": 5.837531116523682e-05,
497
- "loss": 0.1084,
498
  "step": 63
499
  },
500
  {
501
  "epoch": 2.528395061728395,
502
- "grad_norm": 0.6839337348937988,
503
  "learning_rate": 5.698951697677498e-05,
504
- "loss": 0.1215,
505
  "step": 64
506
  },
507
  {
508
  "epoch": 2.567901234567901,
509
- "grad_norm": 0.6006128787994385,
510
  "learning_rate": 5.559822380516539e-05,
511
- "loss": 0.0736,
512
  "step": 65
513
  },
514
  {
515
  "epoch": 2.6074074074074076,
516
- "grad_norm": 0.5448678135871887,
517
  "learning_rate": 5.420252624646238e-05,
518
- "loss": 0.0715,
519
  "step": 66
520
  },
521
  {
522
  "epoch": 2.6469135802469137,
523
- "grad_norm": 0.8065069317817688,
524
  "learning_rate": 5.2803522361859594e-05,
525
- "loss": 0.0759,
526
  "step": 67
527
  },
528
  {
529
  "epoch": 2.68641975308642,
530
- "grad_norm": 0.6839417219161987,
531
  "learning_rate": 5.140231281379345e-05,
532
- "loss": 0.0786,
533
  "step": 68
534
  },
535
  {
536
  "epoch": 2.725925925925926,
537
- "grad_norm": 0.5205439329147339,
538
  "learning_rate": 5e-05,
539
- "loss": 0.0666,
540
  "step": 69
541
  },
542
  {
543
  "epoch": 2.765432098765432,
544
- "grad_norm": 0.6988250613212585,
545
  "learning_rate": 4.859768718620656e-05,
546
- "loss": 0.0666,
547
  "step": 70
548
  },
549
  {
550
  "epoch": 2.765432098765432,
551
- "eval_loss": 0.13333722949028015,
552
- "eval_runtime": 20.5396,
553
  "eval_samples_per_second": 2.191,
554
  "eval_steps_per_second": 2.191,
555
  "step": 70
556
  },
557
  {
558
  "epoch": 2.8049382716049385,
559
- "grad_norm": 0.45576950907707214,
560
  "learning_rate": 4.7196477638140404e-05,
561
  "loss": 0.0595,
562
  "step": 71
563
  },
564
  {
565
  "epoch": 2.8444444444444446,
566
- "grad_norm": 0.7357730269432068,
567
  "learning_rate": 4.579747375353763e-05,
568
- "loss": 0.1092,
569
  "step": 72
570
  },
571
  {
572
  "epoch": 2.8839506172839506,
573
- "grad_norm": 0.5412253141403198,
574
  "learning_rate": 4.4401776194834613e-05,
575
- "loss": 0.0886,
576
  "step": 73
577
  },
578
  {
579
  "epoch": 2.9234567901234567,
580
- "grad_norm": 0.8554902076721191,
581
  "learning_rate": 4.3010483023225045e-05,
582
- "loss": 0.0921,
583
  "step": 74
584
  },
585
  {
586
  "epoch": 2.962962962962963,
587
- "grad_norm": 0.6398895382881165,
588
  "learning_rate": 4.162468883476319e-05,
589
- "loss": 0.0853,
590
  "step": 75
591
  },
592
  {
593
  "epoch": 3.0024691358024693,
594
- "grad_norm": 0.6695855259895325,
595
  "learning_rate": 4.0245483899193595e-05,
596
- "loss": 0.0906,
597
  "step": 76
598
  },
599
  {
600
  "epoch": 3.0419753086419754,
601
- "grad_norm": 0.3450556695461273,
602
  "learning_rate": 3.887395330218429e-05,
603
- "loss": 0.0409,
604
  "step": 77
605
  },
606
  {
607
  "epoch": 3.0814814814814815,
608
- "grad_norm": 0.5548886060714722,
609
  "learning_rate": 3.7511176091638653e-05,
610
- "loss": 0.0573,
611
  "step": 78
612
  },
613
  {
614
  "epoch": 3.1209876543209876,
615
- "grad_norm": 0.4287489056587219,
616
  "learning_rate": 3.6158224428757535e-05,
617
  "loss": 0.0607,
618
  "step": 79
619
  },
620
  {
621
  "epoch": 3.1604938271604937,
622
- "grad_norm": 0.6008420586585999,
623
  "learning_rate": 3.4816162744519263e-05,
624
- "loss": 0.0548,
625
  "step": 80
626
  },
627
  {
628
  "epoch": 3.1604938271604937,
629
- "eval_loss": 0.13309215009212494,
630
- "eval_runtime": 20.5515,
631
- "eval_samples_per_second": 2.19,
632
- "eval_steps_per_second": 2.19,
633
  "step": 80
634
  },
635
  {
636
  "epoch": 3.2,
637
- "grad_norm": 0.45296022295951843,
638
  "learning_rate": 3.3486046902241664e-05,
639
- "loss": 0.0553,
640
  "step": 81
641
  },
642
  {
643
  "epoch": 3.2395061728395063,
644
- "grad_norm": 0.43422549962997437,
645
  "learning_rate": 3.216892336688435e-05,
646
- "loss": 0.0515,
647
  "step": 82
648
  },
649
  {
650
  "epoch": 3.2790123456790123,
651
- "grad_norm": 0.4566590487957001,
652
  "learning_rate": 3.086582838174551e-05,
653
- "loss": 0.049,
654
  "step": 83
655
  },
656
  {
657
  "epoch": 3.3185185185185184,
658
- "grad_norm": 0.675865113735199,
659
  "learning_rate": 2.9577787153200197e-05,
660
- "loss": 0.0757,
661
  "step": 84
662
  },
663
  {
664
  "epoch": 3.3580246913580245,
665
- "grad_norm": 0.44679123163223267,
666
  "learning_rate": 2.8305813044122097e-05,
667
- "loss": 0.0574,
668
  "step": 85
669
  },
670
  {
671
  "epoch": 3.397530864197531,
672
- "grad_norm": 0.5346621870994568,
673
  "learning_rate": 2.705090677662311e-05,
674
- "loss": 0.0672,
675
  "step": 86
676
  },
677
  {
678
  "epoch": 3.437037037037037,
679
- "grad_norm": 0.5512468814849854,
680
  "learning_rate": 2.581405564473801e-05,
681
- "loss": 0.0591,
682
  "step": 87
683
  },
684
  {
685
  "epoch": 3.476543209876543,
686
- "grad_norm": 0.36191481351852417,
687
  "learning_rate": 2.459623273767354e-05,
688
- "loss": 0.0334,
689
  "step": 88
690
  },
691
  {
692
  "epoch": 3.5160493827160493,
693
- "grad_norm": 0.5217663645744324,
694
  "learning_rate": 2.3398396174233178e-05,
695
- "loss": 0.0649,
696
  "step": 89
697
  },
698
  {
699
  "epoch": 3.5555555555555554,
700
- "grad_norm": 0.5745074152946472,
701
  "learning_rate": 2.2221488349019903e-05,
702
- "loss": 0.0541,
703
  "step": 90
704
  },
705
  {
706
  "epoch": 3.5555555555555554,
707
- "eval_loss": 0.13686038553714752,
708
- "eval_runtime": 20.5512,
709
- "eval_samples_per_second": 2.19,
710
- "eval_steps_per_second": 2.19,
711
  "step": 90
712
  },
713
  {
714
  "epoch": 3.595061728395062,
715
- "grad_norm": 0.7682585120201111,
716
  "learning_rate": 2.1066435191009715e-05,
717
- "loss": 0.0818,
718
  "step": 91
719
  },
720
  {
721
  "epoch": 3.634567901234568,
722
- "grad_norm": 0.8456546068191528,
723
  "learning_rate": 1.9934145435079702e-05,
724
- "loss": 0.0804,
725
  "step": 92
726
  },
727
  {
728
  "epoch": 3.674074074074074,
729
- "grad_norm": 0.6867891550064087,
730
  "learning_rate": 1.8825509907063327e-05,
731
- "loss": 0.0681,
732
  "step": 93
733
  },
734
  {
735
  "epoch": 3.71358024691358,
736
- "grad_norm": 0.5288515686988831,
737
  "learning_rate": 1.774140082289563e-05,
738
- "loss": 0.0595,
739
  "step": 94
740
  },
741
  {
742
  "epoch": 3.753086419753086,
743
- "grad_norm": 0.4630829989910126,
744
  "learning_rate": 1.6682671102399805e-05,
745
- "loss": 0.0342,
746
  "step": 95
747
  },
748
  {
749
  "epoch": 3.7925925925925927,
750
- "grad_norm": 0.6185552477836609,
751
  "learning_rate": 1.5650153698254916e-05,
752
- "loss": 0.0526,
753
  "step": 96
754
  },
755
  {
756
  "epoch": 3.832098765432099,
757
- "grad_norm": 0.7061266303062439,
758
  "learning_rate": 1.4644660940672627e-05,
759
- "loss": 0.066,
760
  "step": 97
761
  },
762
  {
763
  "epoch": 3.871604938271605,
764
- "grad_norm": 0.5158699750900269,
765
  "learning_rate": 1.3666983898298657e-05,
766
- "loss": 0.0489,
767
  "step": 98
768
  },
769
  {
770
  "epoch": 3.911111111111111,
771
- "grad_norm": 0.5498180985450745,
772
  "learning_rate": 1.2717891755841722e-05,
773
- "loss": 0.0462,
774
  "step": 99
775
  },
776
  {
777
  "epoch": 3.950617283950617,
778
- "grad_norm": 0.5765398144721985,
779
  "learning_rate": 1.1798131208919627e-05,
780
- "loss": 0.0631,
781
  "step": 100
782
  },
783
  {
784
  "epoch": 3.950617283950617,
785
- "eval_loss": 0.1352900117635727,
786
- "eval_runtime": 20.5487,
787
- "eval_samples_per_second": 2.19,
788
- "eval_steps_per_second": 2.19,
789
  "step": 100
790
  },
791
  {
792
  "epoch": 3.9901234567901236,
793
- "grad_norm": 0.5822374224662781,
794
  "learning_rate": 1.090842587659851e-05,
795
- "loss": 0.0542,
796
  "step": 101
797
  },
798
  {
799
  "epoch": 4.029629629629629,
800
- "grad_norm": 0.7010337114334106,
801
  "learning_rate": 1.004947573208756e-05,
802
- "loss": 0.0622,
803
  "step": 102
804
  },
805
  {
806
  "epoch": 4.069135802469136,
807
- "grad_norm": 0.42172425985336304,
808
  "learning_rate": 9.221956552036992e-06,
809
- "loss": 0.0327,
810
  "step": 103
811
  },
812
  {
813
  "epoch": 4.108641975308642,
814
- "grad_norm": 0.4624967873096466,
815
  "learning_rate": 8.426519384872733e-06,
816
- "loss": 0.0477,
817
  "step": 104
818
  },
819
  {
820
  "epoch": 4.148148148148148,
821
- "grad_norm": 0.5031476616859436,
822
  "learning_rate": 7.663790038585793e-06,
823
- "loss": 0.0368,
824
  "step": 105
825
  },
826
  {
827
  "epoch": 4.187654320987654,
828
- "grad_norm": 0.4224011301994324,
829
  "learning_rate": 6.934368588379553e-06,
830
- "loss": 0.0571,
831
  "step": 106
832
  },
833
  {
834
  "epoch": 4.22716049382716,
835
- "grad_norm": 0.5098405480384827,
836
  "learning_rate": 6.238828904562316e-06,
837
- "loss": 0.053,
838
  "step": 107
839
  },
840
  {
841
  "epoch": 4.266666666666667,
842
- "grad_norm": 0.5681864023208618,
843
  "learning_rate": 5.577718201056392e-06,
844
- "loss": 0.0602,
845
  "step": 108
846
  },
847
  {
848
  "epoch": 4.306172839506173,
849
- "grad_norm": 0.6285396218299866,
850
  "learning_rate": 4.951556604879048e-06,
851
- "loss": 0.0549,
852
  "step": 109
853
  },
854
  {
855
  "epoch": 4.345679012345679,
856
- "grad_norm": 0.5229472517967224,
857
  "learning_rate": 4.360836746934055e-06,
858
- "loss": 0.0363,
859
  "step": 110
860
  },
861
  {
862
  "epoch": 4.345679012345679,
863
- "eval_loss": 0.1364060938358307,
864
- "eval_runtime": 20.5458,
865
- "eval_samples_per_second": 2.19,
866
- "eval_steps_per_second": 2.19,
867
  "step": 110
868
  },
869
  {
870
  "epoch": 4.385185185185185,
871
- "grad_norm": 0.5559346675872803,
872
  "learning_rate": 3.8060233744356633e-06,
873
- "loss": 0.0562,
874
  "step": 111
875
  },
876
  {
877
  "epoch": 4.424691358024692,
878
- "grad_norm": 0.4897722601890564,
879
  "learning_rate": 3.2875529852700147e-06,
880
- "loss": 0.0495,
881
  "step": 112
882
  },
883
  {
884
  "epoch": 4.4641975308641975,
885
- "grad_norm": 0.3703533113002777,
886
  "learning_rate": 2.8058334845816213e-06,
887
- "loss": 0.0297,
888
  "step": 113
889
  },
890
  {
891
  "epoch": 4.503703703703704,
892
- "grad_norm": 0.4393126964569092,
893
  "learning_rate": 2.361243863855184e-06,
894
- "loss": 0.0408,
895
  "step": 114
896
  },
897
  {
898
  "epoch": 4.54320987654321,
899
- "grad_norm": 0.523491382598877,
900
  "learning_rate": 1.9541339027450256e-06,
901
- "loss": 0.0308,
902
  "step": 115
903
  },
904
  {
905
  "epoch": 4.582716049382716,
906
- "grad_norm": 0.39849770069122314,
907
  "learning_rate": 1.584823893886933e-06,
908
- "loss": 0.0299,
909
  "step": 116
910
  },
911
  {
912
  "epoch": 4.622222222222222,
913
- "grad_norm": 0.5157702565193176,
914
  "learning_rate": 1.2536043909088191e-06,
915
- "loss": 0.0404,
916
  "step": 117
917
  },
918
  {
919
  "epoch": 4.661728395061728,
920
- "grad_norm": 0.37400564551353455,
921
  "learning_rate": 9.607359798384785e-07,
922
- "loss": 0.0366,
923
  "step": 118
924
  },
925
  {
926
  "epoch": 4.701234567901235,
927
- "grad_norm": 0.4301333427429199,
928
  "learning_rate": 7.064490740882057e-07,
929
- "loss": 0.0365,
930
  "step": 119
931
  },
932
  {
933
  "epoch": 4.7407407407407405,
934
- "grad_norm": 0.561211347579956,
935
  "learning_rate": 4.909437331777179e-07,
936
- "loss": 0.04,
937
  "step": 120
938
  },
939
  {
940
  "epoch": 4.7407407407407405,
941
- "eval_loss": 0.13752414286136627,
942
- "eval_runtime": 20.5404,
943
- "eval_samples_per_second": 2.191,
944
- "eval_steps_per_second": 2.191,
945
  "step": 120
946
  },
947
  {
948
  "epoch": 4.780246913580247,
949
- "grad_norm": 0.5155165791511536,
950
  "learning_rate": 3.143895053378698e-07,
951
- "loss": 0.0373,
952
  "step": 121
953
  },
954
  {
955
  "epoch": 4.8197530864197535,
956
- "grad_norm": 0.4750368297100067,
957
  "learning_rate": 1.7692529411904578e-07,
958
- "loss": 0.0568,
959
  "step": 122
960
  },
961
  {
962
  "epoch": 4.859259259259259,
963
- "grad_norm": 0.38750553131103516,
964
  "learning_rate": 7.865924910916977e-08,
965
- "loss": 0.0333,
966
  "step": 123
967
  },
968
  {
969
  "epoch": 4.898765432098766,
970
- "grad_norm": 0.5346860885620117,
971
  "learning_rate": 1.9668680847356735e-08,
972
- "loss": 0.0517,
973
  "step": 124
974
  },
975
  {
976
  "epoch": 4.938271604938271,
977
- "grad_norm": 0.5924801826477051,
978
  "learning_rate": 0.0,
979
- "loss": 0.0523,
980
  "step": 125
981
  },
982
  {
983
  "epoch": 4.938271604938271,
984
  "step": 125,
985
  "total_flos": 1.3014876311027712e+17,
986
- "train_loss": 0.14958409817516805,
987
- "train_runtime": 3652.9389,
988
  "train_samples_per_second": 0.554,
989
  "train_steps_per_second": 0.034
990
  }
 
1
  {
2
+ "best_metric": 0.13016711175441742,
3
+ "best_model_checkpoint": "saves/psy-course-info/Ministral-8B-Instruct-2410/train/fold1/checkpoint-70",
4
  "epoch": 4.938271604938271,
5
  "eval_steps": 10,
6
  "global_step": 125,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.03950617283950617,
13
+ "grad_norm": 2.0391056537628174,
14
  "learning_rate": 7.692307692307694e-06,
15
  "loss": 0.8023,
16
  "step": 1
17
  },
18
  {
19
  "epoch": 0.07901234567901234,
20
+ "grad_norm": 1.9609369039535522,
21
  "learning_rate": 1.5384615384615387e-05,
22
  "loss": 0.8556,
23
  "step": 2
24
  },
25
  {
26
  "epoch": 0.11851851851851852,
27
+ "grad_norm": 2.209365129470825,
28
  "learning_rate": 2.307692307692308e-05,
29
+ "loss": 0.8938,
30
  "step": 3
31
  },
32
  {
33
  "epoch": 0.1580246913580247,
34
+ "grad_norm": 2.0199921131134033,
35
  "learning_rate": 3.0769230769230774e-05,
36
+ "loss": 0.9076,
37
  "step": 4
38
  },
39
  {
40
  "epoch": 0.19753086419753085,
41
+ "grad_norm": 2.3436293601989746,
42
  "learning_rate": 3.846153846153846e-05,
43
+ "loss": 0.9804,
44
  "step": 5
45
  },
46
  {
47
  "epoch": 0.23703703703703705,
48
+ "grad_norm": 2.216531753540039,
49
  "learning_rate": 4.615384615384616e-05,
50
+ "loss": 0.8019,
51
  "step": 6
52
  },
53
  {
54
  "epoch": 0.2765432098765432,
55
+ "grad_norm": 1.6896390914916992,
56
  "learning_rate": 5.384615384615385e-05,
57
+ "loss": 0.6074,
58
  "step": 7
59
  },
60
  {
61
  "epoch": 0.3160493827160494,
62
+ "grad_norm": 1.5898890495300293,
63
  "learning_rate": 6.153846153846155e-05,
64
  "loss": 0.5905,
65
  "step": 8
66
  },
67
  {
68
  "epoch": 0.35555555555555557,
69
+ "grad_norm": 1.3650848865509033,
70
  "learning_rate": 6.923076923076924e-05,
71
+ "loss": 0.5134,
72
  "step": 9
73
  },
74
  {
75
  "epoch": 0.3950617283950617,
76
+ "grad_norm": 1.4359956979751587,
77
  "learning_rate": 7.692307692307693e-05,
78
+ "loss": 0.4431,
79
  "step": 10
80
  },
81
  {
82
  "epoch": 0.3950617283950617,
83
+ "eval_loss": 0.40415841341018677,
84
+ "eval_runtime": 20.6865,
85
+ "eval_samples_per_second": 2.175,
86
+ "eval_steps_per_second": 2.175,
87
  "step": 10
88
  },
89
  {
90
  "epoch": 0.4345679012345679,
91
+ "grad_norm": 1.307060956954956,
92
  "learning_rate": 8.461538461538461e-05,
93
+ "loss": 0.3491,
94
  "step": 11
95
  },
96
  {
97
  "epoch": 0.4740740740740741,
98
+ "grad_norm": 1.3793787956237793,
99
  "learning_rate": 9.230769230769232e-05,
100
  "loss": 0.3553,
101
  "step": 12
102
  },
103
  {
104
  "epoch": 0.5135802469135803,
105
+ "grad_norm": 1.129388451576233,
106
  "learning_rate": 0.0001,
107
  "loss": 0.3249,
108
  "step": 13
109
  },
110
  {
111
  "epoch": 0.5530864197530864,
112
+ "grad_norm": 0.8271973729133606,
113
  "learning_rate": 9.998033131915266e-05,
114
+ "loss": 0.2198,
115
  "step": 14
116
  },
117
  {
118
  "epoch": 0.5925925925925926,
119
+ "grad_norm": 0.9674192070960999,
120
  "learning_rate": 9.992134075089084e-05,
121
+ "loss": 0.2633,
122
  "step": 15
123
  },
124
  {
125
  "epoch": 0.6320987654320988,
126
+ "grad_norm": 0.923149049282074,
127
  "learning_rate": 9.982307470588098e-05,
128
+ "loss": 0.2862,
129
  "step": 16
130
  },
131
  {
132
  "epoch": 0.671604938271605,
133
+ "grad_norm": 0.6730453372001648,
134
  "learning_rate": 9.968561049466214e-05,
135
+ "loss": 0.1702,
136
  "step": 17
137
  },
138
  {
139
  "epoch": 0.7111111111111111,
140
+ "grad_norm": 0.8046251535415649,
141
  "learning_rate": 9.950905626682228e-05,
142
+ "loss": 0.1828,
143
  "step": 18
144
  },
145
  {
146
  "epoch": 0.7506172839506173,
147
+ "grad_norm": 0.6530545353889465,
148
  "learning_rate": 9.92935509259118e-05,
149
+ "loss": 0.2111,
150
  "step": 19
151
  },
152
  {
153
  "epoch": 0.7901234567901234,
154
+ "grad_norm": 0.7667683362960815,
155
  "learning_rate": 9.903926402016153e-05,
156
+ "loss": 0.1789,
157
  "step": 20
158
  },
159
  {
160
  "epoch": 0.7901234567901234,
161
+ "eval_loss": 0.18831051886081696,
162
+ "eval_runtime": 20.5232,
163
  "eval_samples_per_second": 2.193,
164
  "eval_steps_per_second": 2.193,
165
  "step": 20
166
  },
167
  {
168
  "epoch": 0.8296296296296296,
169
+ "grad_norm": 0.6636270880699158,
170
  "learning_rate": 9.874639560909117e-05,
171
+ "loss": 0.1669,
172
  "step": 21
173
  },
174
  {
175
  "epoch": 0.8691358024691358,
176
+ "grad_norm": 0.6986204385757446,
177
  "learning_rate": 9.841517610611309e-05,
178
+ "loss": 0.1727,
179
  "step": 22
180
  },
181
  {
182
  "epoch": 0.908641975308642,
183
+ "grad_norm": 0.805003821849823,
184
  "learning_rate": 9.804586609725499e-05,
185
+ "loss": 0.1578,
186
  "step": 23
187
  },
188
  {
189
  "epoch": 0.9481481481481482,
190
+ "grad_norm": 0.6304209232330322,
191
  "learning_rate": 9.763875613614482e-05,
192
+ "loss": 0.1721,
193
  "step": 24
194
  },
195
  {
196
  "epoch": 0.9876543209876543,
197
+ "grad_norm": 0.7125855684280396,
198
  "learning_rate": 9.719416651541839e-05,
199
+ "loss": 0.2081,
200
  "step": 25
201
  },
202
  {
203
  "epoch": 1.0271604938271606,
204
+ "grad_norm": 0.7433964014053345,
205
  "learning_rate": 9.671244701472999e-05,
206
+ "loss": 0.1582,
207
  "step": 26
208
  },
209
  {
210
  "epoch": 1.0666666666666667,
211
+ "grad_norm": 0.7479856014251709,
212
  "learning_rate": 9.619397662556435e-05,
213
+ "loss": 0.1425,
214
  "step": 27
215
  },
216
  {
217
  "epoch": 1.106172839506173,
218
+ "grad_norm": 0.7294292449951172,
219
  "learning_rate": 9.563916325306594e-05,
220
+ "loss": 0.2029,
221
  "step": 28
222
  },
223
  {
224
  "epoch": 1.145679012345679,
225
+ "grad_norm": 0.5661801099777222,
226
  "learning_rate": 9.504844339512095e-05,
227
+ "loss": 0.1182,
228
  "step": 29
229
  },
230
  {
231
  "epoch": 1.1851851851851851,
232
+ "grad_norm": 0.6339699029922485,
233
  "learning_rate": 9.442228179894362e-05,
234
+ "loss": 0.1685,
235
  "step": 30
236
  },
237
  {
238
  "epoch": 1.1851851851851851,
239
+ "eval_loss": 0.15349222719669342,
240
+ "eval_runtime": 20.5263,
241
  "eval_samples_per_second": 2.192,
242
  "eval_steps_per_second": 2.192,
243
  "step": 30
244
  },
245
  {
246
  "epoch": 1.2246913580246914,
247
+ "grad_norm": 0.7032099962234497,
248
  "learning_rate": 9.376117109543769e-05,
249
+ "loss": 0.1471,
250
  "step": 31
251
  },
252
  {
253
  "epoch": 1.2641975308641975,
254
+ "grad_norm": 0.671972393989563,
255
  "learning_rate": 9.306563141162046e-05,
256
+ "loss": 0.1526,
257
  "step": 32
258
  },
259
  {
260
  "epoch": 1.3037037037037038,
261
+ "grad_norm": 0.5092855095863342,
262
  "learning_rate": 9.233620996141421e-05,
263
+ "loss": 0.1496,
264
  "step": 33
265
  },
266
  {
267
  "epoch": 1.34320987654321,
268
+ "grad_norm": 0.6363400816917419,
269
  "learning_rate": 9.157348061512727e-05,
270
+ "loss": 0.1136,
271
  "step": 34
272
  },
273
  {
274
  "epoch": 1.382716049382716,
275
+ "grad_norm": 0.5744514465332031,
276
  "learning_rate": 9.077804344796302e-05,
277
+ "loss": 0.1436,
278
  "step": 35
279
  },
280
  {
281
  "epoch": 1.4222222222222223,
282
+ "grad_norm": 0.8144775032997131,
283
  "learning_rate": 8.995052426791247e-05,
284
+ "loss": 0.1302,
285
  "step": 36
286
  },
287
  {
288
  "epoch": 1.4617283950617284,
289
+ "grad_norm": 0.5609100461006165,
290
  "learning_rate": 8.90915741234015e-05,
291
+ "loss": 0.0953,
292
  "step": 37
293
  },
294
  {
295
  "epoch": 1.5012345679012347,
296
+ "grad_norm": 0.5115131735801697,
297
  "learning_rate": 8.820186879108038e-05,
298
+ "loss": 0.101,
299
  "step": 38
300
  },
301
  {
302
  "epoch": 1.5407407407407407,
303
+ "grad_norm": 0.6954389810562134,
304
  "learning_rate": 8.728210824415827e-05,
305
+ "loss": 0.1164,
306
  "step": 39
307
  },
308
  {
309
  "epoch": 1.5802469135802468,
310
+ "grad_norm": 0.6232816576957703,
311
  "learning_rate": 8.633301610170135e-05,
312
+ "loss": 0.1026,
313
  "step": 40
314
  },
315
  {
316
  "epoch": 1.5802469135802468,
317
+ "eval_loss": 0.1392405778169632,
318
+ "eval_runtime": 20.533,
319
+ "eval_samples_per_second": 2.192,
320
+ "eval_steps_per_second": 2.192,
321
  "step": 40
322
  },
323
  {
324
  "epoch": 1.6197530864197531,
325
+ "grad_norm": 0.6869553923606873,
326
  "learning_rate": 8.535533905932738e-05,
327
+ "loss": 0.1261,
328
  "step": 41
329
  },
330
  {
331
  "epoch": 1.6592592592592592,
332
+ "grad_norm": 0.5067998766899109,
333
  "learning_rate": 8.434984630174509e-05,
334
+ "loss": 0.0746,
335
  "step": 42
336
  },
337
  {
338
  "epoch": 1.6987654320987655,
339
+ "grad_norm": 0.5946398377418518,
340
  "learning_rate": 8.33173288976002e-05,
341
+ "loss": 0.1314,
342
  "step": 43
343
  },
344
  {
345
  "epoch": 1.7382716049382716,
346
+ "grad_norm": 0.805060625076294,
347
  "learning_rate": 8.225859917710439e-05,
348
+ "loss": 0.0938,
349
  "step": 44
350
  },
351
  {
352
  "epoch": 1.7777777777777777,
353
+ "grad_norm": 0.8614291548728943,
354
  "learning_rate": 8.117449009293668e-05,
355
+ "loss": 0.1595,
356
  "step": 45
357
  },
358
  {
359
  "epoch": 1.817283950617284,
360
+ "grad_norm": 0.527080774307251,
361
  "learning_rate": 8.006585456492029e-05,
362
+ "loss": 0.1095,
363
  "step": 46
364
  },
365
  {
366
  "epoch": 1.8567901234567903,
367
+ "grad_norm": 0.6116069555282593,
368
  "learning_rate": 7.89335648089903e-05,
369
+ "loss": 0.0897,
370
  "step": 47
371
  },
372
  {
373
  "epoch": 1.8962962962962964,
374
+ "grad_norm": 0.5418445467948914,
375
  "learning_rate": 7.777851165098012e-05,
376
+ "loss": 0.0933,
377
  "step": 48
378
  },
379
  {
380
  "epoch": 1.9358024691358025,
381
+ "grad_norm": 0.8179169297218323,
382
  "learning_rate": 7.660160382576683e-05,
383
+ "loss": 0.1642,
384
  "step": 49
385
  },
386
  {
387
  "epoch": 1.9753086419753085,
388
+ "grad_norm": 0.7565382719039917,
389
  "learning_rate": 7.540376726232648e-05,
390
+ "loss": 0.1052,
391
  "step": 50
392
  },
393
  {
394
  "epoch": 1.9753086419753085,
395
+ "eval_loss": 0.13834406435489655,
396
+ "eval_runtime": 20.5367,
397
+ "eval_samples_per_second": 2.191,
398
+ "eval_steps_per_second": 2.191,
399
  "step": 50
400
  },
401
  {
402
  "epoch": 2.0148148148148146,
403
+ "grad_norm": 0.6245257258415222,
404
  "learning_rate": 7.4185944355262e-05,
405
+ "loss": 0.1043,
406
  "step": 51
407
  },
408
  {
409
  "epoch": 2.054320987654321,
410
+ "grad_norm": 0.49769237637519836,
411
  "learning_rate": 7.294909322337689e-05,
412
  "loss": 0.0674,
413
  "step": 52
414
  },
415
  {
416
  "epoch": 2.093827160493827,
417
+ "grad_norm": 0.5628386735916138,
418
  "learning_rate": 7.169418695587791e-05,
419
+ "loss": 0.0849,
420
  "step": 53
421
  },
422
  {
423
  "epoch": 2.1333333333333333,
424
+ "grad_norm": 0.6609817743301392,
425
  "learning_rate": 7.042221284679982e-05,
426
+ "loss": 0.1252,
427
  "step": 54
428
  },
429
  {
430
  "epoch": 2.1728395061728394,
431
+ "grad_norm": 0.5466184020042419,
432
  "learning_rate": 6.91341716182545e-05,
433
+ "loss": 0.0955,
434
  "step": 55
435
  },
436
  {
437
  "epoch": 2.212345679012346,
438
+ "grad_norm": 0.6220348477363586,
439
  "learning_rate": 6.783107663311565e-05,
440
+ "loss": 0.0823,
441
  "step": 56
442
  },
443
  {
444
  "epoch": 2.251851851851852,
445
+ "grad_norm": 0.45393112301826477,
446
  "learning_rate": 6.651395309775837e-05,
447
  "loss": 0.059,
448
  "step": 57
449
  },
450
  {
451
  "epoch": 2.291358024691358,
452
+ "grad_norm": 0.5918722748756409,
453
  "learning_rate": 6.518383725548074e-05,
454
+ "loss": 0.0731,
455
  "step": 58
456
  },
457
  {
458
  "epoch": 2.330864197530864,
459
+ "grad_norm": 0.45909202098846436,
460
  "learning_rate": 6.384177557124247e-05,
461
+ "loss": 0.0551,
462
  "step": 59
463
  },
464
  {
465
  "epoch": 2.3703703703703702,
466
+ "grad_norm": 0.3999510705471039,
467
  "learning_rate": 6.248882390836135e-05,
468
+ "loss": 0.0629,
469
  "step": 60
470
  },
471
  {
472
  "epoch": 2.3703703703703702,
473
+ "eval_loss": 0.13519343733787537,
474
+ "eval_runtime": 20.5371,
475
+ "eval_samples_per_second": 2.191,
476
+ "eval_steps_per_second": 2.191,
477
  "step": 60
478
  },
479
  {
480
  "epoch": 2.4098765432098768,
481
+ "grad_norm": 0.6186121702194214,
482
  "learning_rate": 6.112604669781572e-05,
483
+ "loss": 0.079,
484
  "step": 61
485
  },
486
  {
487
  "epoch": 2.449382716049383,
488
+ "grad_norm": 0.7437489032745361,
489
  "learning_rate": 5.9754516100806423e-05,
490
+ "loss": 0.1105,
491
  "step": 62
492
  },
493
  {
494
  "epoch": 2.488888888888889,
495
+ "grad_norm": 0.5665466785430908,
496
  "learning_rate": 5.837531116523682e-05,
497
+ "loss": 0.1068,
498
  "step": 63
499
  },
500
  {
501
  "epoch": 2.528395061728395,
502
+ "grad_norm": 0.6632851362228394,
503
  "learning_rate": 5.698951697677498e-05,
504
+ "loss": 0.1206,
505
  "step": 64
506
  },
507
  {
508
  "epoch": 2.567901234567901,
509
+ "grad_norm": 0.5974226593971252,
510
  "learning_rate": 5.559822380516539e-05,
511
+ "loss": 0.0747,
512
  "step": 65
513
  },
514
  {
515
  "epoch": 2.6074074074074076,
516
+ "grad_norm": 0.5957207679748535,
517
  "learning_rate": 5.420252624646238e-05,
518
+ "loss": 0.0725,
519
  "step": 66
520
  },
521
  {
522
  "epoch": 2.6469135802469137,
523
+ "grad_norm": 0.8562190532684326,
524
  "learning_rate": 5.2803522361859594e-05,
525
+ "loss": 0.0763,
526
  "step": 67
527
  },
528
  {
529
  "epoch": 2.68641975308642,
530
+ "grad_norm": 0.7284954786300659,
531
  "learning_rate": 5.140231281379345e-05,
532
+ "loss": 0.079,
533
  "step": 68
534
  },
535
  {
536
  "epoch": 2.725925925925926,
537
+ "grad_norm": 0.5481072068214417,
538
  "learning_rate": 5e-05,
539
+ "loss": 0.0656,
540
  "step": 69
541
  },
542
  {
543
  "epoch": 2.765432098765432,
544
+ "grad_norm": 0.7219201326370239,
545
  "learning_rate": 4.859768718620656e-05,
546
+ "loss": 0.0653,
547
  "step": 70
548
  },
549
  {
550
  "epoch": 2.765432098765432,
551
+ "eval_loss": 0.13016711175441742,
552
+ "eval_runtime": 20.5431,
553
  "eval_samples_per_second": 2.191,
554
  "eval_steps_per_second": 2.191,
555
  "step": 70
556
  },
557
  {
558
  "epoch": 2.8049382716049385,
559
+ "grad_norm": 0.5141071081161499,
560
  "learning_rate": 4.7196477638140404e-05,
561
  "loss": 0.0595,
562
  "step": 71
563
  },
564
  {
565
  "epoch": 2.8444444444444446,
566
+ "grad_norm": 0.7428203225135803,
567
  "learning_rate": 4.579747375353763e-05,
568
+ "loss": 0.1095,
569
  "step": 72
570
  },
571
  {
572
  "epoch": 2.8839506172839506,
573
+ "grad_norm": 0.5665715336799622,
574
  "learning_rate": 4.4401776194834613e-05,
575
+ "loss": 0.0872,
576
  "step": 73
577
  },
578
  {
579
  "epoch": 2.9234567901234567,
580
+ "grad_norm": 0.7756167650222778,
581
  "learning_rate": 4.3010483023225045e-05,
582
+ "loss": 0.0901,
583
  "step": 74
584
  },
585
  {
586
  "epoch": 2.962962962962963,
587
+ "grad_norm": 0.6322764754295349,
588
  "learning_rate": 4.162468883476319e-05,
589
+ "loss": 0.0826,
590
  "step": 75
591
  },
592
  {
593
  "epoch": 3.0024691358024693,
594
+ "grad_norm": 0.670350193977356,
595
  "learning_rate": 4.0245483899193595e-05,
596
+ "loss": 0.089,
597
  "step": 76
598
  },
599
  {
600
  "epoch": 3.0419753086419754,
601
+ "grad_norm": 0.3366096615791321,
602
  "learning_rate": 3.887395330218429e-05,
603
+ "loss": 0.0395,
604
  "step": 77
605
  },
606
  {
607
  "epoch": 3.0814814814814815,
608
+ "grad_norm": 0.5689361095428467,
609
  "learning_rate": 3.7511176091638653e-05,
610
+ "loss": 0.0556,
611
  "step": 78
612
  },
613
  {
614
  "epoch": 3.1209876543209876,
615
+ "grad_norm": 0.46820303797721863,
616
  "learning_rate": 3.6158224428757535e-05,
617
  "loss": 0.0607,
618
  "step": 79
619
  },
620
  {
621
  "epoch": 3.1604938271604937,
622
+ "grad_norm": 0.6168802380561829,
623
  "learning_rate": 3.4816162744519263e-05,
624
+ "loss": 0.0544,
625
  "step": 80
626
  },
627
  {
628
  "epoch": 3.1604938271604937,
629
+ "eval_loss": 0.13203446567058563,
630
+ "eval_runtime": 20.5415,
631
+ "eval_samples_per_second": 2.191,
632
+ "eval_steps_per_second": 2.191,
633
  "step": 80
634
  },
635
  {
636
  "epoch": 3.2,
637
+ "grad_norm": 0.47049614787101746,
638
  "learning_rate": 3.3486046902241664e-05,
639
+ "loss": 0.0543,
640
  "step": 81
641
  },
642
  {
643
  "epoch": 3.2395061728395063,
644
+ "grad_norm": 0.43562671542167664,
645
  "learning_rate": 3.216892336688435e-05,
646
+ "loss": 0.0517,
647
  "step": 82
648
  },
649
  {
650
  "epoch": 3.2790123456790123,
651
+ "grad_norm": 0.4271092116832733,
652
  "learning_rate": 3.086582838174551e-05,
653
+ "loss": 0.0478,
654
  "step": 83
655
  },
656
  {
657
  "epoch": 3.3185185185185184,
658
+ "grad_norm": 0.6801181435585022,
659
  "learning_rate": 2.9577787153200197e-05,
660
+ "loss": 0.0762,
661
  "step": 84
662
  },
663
  {
664
  "epoch": 3.3580246913580245,
665
+ "grad_norm": 0.4694337248802185,
666
  "learning_rate": 2.8305813044122097e-05,
667
+ "loss": 0.0558,
668
  "step": 85
669
  },
670
  {
671
  "epoch": 3.397530864197531,
672
+ "grad_norm": 0.5630693435668945,
673
  "learning_rate": 2.705090677662311e-05,
674
+ "loss": 0.0674,
675
  "step": 86
676
  },
677
  {
678
  "epoch": 3.437037037037037,
679
+ "grad_norm": 0.5283355712890625,
680
  "learning_rate": 2.581405564473801e-05,
681
+ "loss": 0.058,
682
  "step": 87
683
  },
684
  {
685
  "epoch": 3.476543209876543,
686
+ "grad_norm": 0.36751917004585266,
687
  "learning_rate": 2.459623273767354e-05,
688
+ "loss": 0.0327,
689
  "step": 88
690
  },
691
  {
692
  "epoch": 3.5160493827160493,
693
+ "grad_norm": 0.5255902409553528,
694
  "learning_rate": 2.3398396174233178e-05,
695
+ "loss": 0.0655,
696
  "step": 89
697
  },
698
  {
699
  "epoch": 3.5555555555555554,
700
+ "grad_norm": 0.5394411087036133,
701
  "learning_rate": 2.2221488349019903e-05,
702
+ "loss": 0.0521,
703
  "step": 90
704
  },
705
  {
706
  "epoch": 3.5555555555555554,
707
+ "eval_loss": 0.135074183344841,
708
+ "eval_runtime": 20.558,
709
+ "eval_samples_per_second": 2.189,
710
+ "eval_steps_per_second": 2.189,
711
  "step": 90
712
  },
713
  {
714
  "epoch": 3.595061728395062,
715
+ "grad_norm": 0.7708316445350647,
716
  "learning_rate": 2.1066435191009715e-05,
717
+ "loss": 0.0805,
718
  "step": 91
719
  },
720
  {
721
  "epoch": 3.634567901234568,
722
+ "grad_norm": 0.7734165787696838,
723
  "learning_rate": 1.9934145435079702e-05,
724
+ "loss": 0.0784,
725
  "step": 92
726
  },
727
  {
728
  "epoch": 3.674074074074074,
729
+ "grad_norm": 0.7462169528007507,
730
  "learning_rate": 1.8825509907063327e-05,
731
+ "loss": 0.0675,
732
  "step": 93
733
  },
734
  {
735
  "epoch": 3.71358024691358,
736
+ "grad_norm": 0.5418844819068909,
737
  "learning_rate": 1.774140082289563e-05,
738
+ "loss": 0.0574,
739
  "step": 94
740
  },
741
  {
742
  "epoch": 3.753086419753086,
743
+ "grad_norm": 0.7162043452262878,
744
  "learning_rate": 1.6682671102399805e-05,
745
+ "loss": 0.0357,
746
  "step": 95
747
  },
748
  {
749
  "epoch": 3.7925925925925927,
750
+ "grad_norm": 0.6227779388427734,
751
  "learning_rate": 1.5650153698254916e-05,
752
+ "loss": 0.0523,
753
  "step": 96
754
  },
755
  {
756
  "epoch": 3.832098765432099,
757
+ "grad_norm": 0.7538931369781494,
758
  "learning_rate": 1.4644660940672627e-05,
759
+ "loss": 0.0648,
760
  "step": 97
761
  },
762
  {
763
  "epoch": 3.871604938271605,
764
+ "grad_norm": 0.5043609738349915,
765
  "learning_rate": 1.3666983898298657e-05,
766
+ "loss": 0.0488,
767
  "step": 98
768
  },
769
  {
770
  "epoch": 3.911111111111111,
771
+ "grad_norm": 0.5466111898422241,
772
  "learning_rate": 1.2717891755841722e-05,
773
+ "loss": 0.0443,
774
  "step": 99
775
  },
776
  {
777
  "epoch": 3.950617283950617,
778
+ "grad_norm": 0.5513265132904053,
779
  "learning_rate": 1.1798131208919627e-05,
780
+ "loss": 0.0612,
781
  "step": 100
782
  },
783
  {
784
  "epoch": 3.950617283950617,
785
+ "eval_loss": 0.13291865587234497,
786
+ "eval_runtime": 20.554,
787
+ "eval_samples_per_second": 2.189,
788
+ "eval_steps_per_second": 2.189,
789
  "step": 100
790
  },
791
  {
792
  "epoch": 3.9901234567901236,
793
+ "grad_norm": 0.5647894144058228,
794
  "learning_rate": 1.090842587659851e-05,
795
+ "loss": 0.0537,
796
  "step": 101
797
  },
798
  {
799
  "epoch": 4.029629629629629,
800
+ "grad_norm": 0.7031750082969666,
801
  "learning_rate": 1.004947573208756e-05,
802
+ "loss": 0.061,
803
  "step": 102
804
  },
805
  {
806
  "epoch": 4.069135802469136,
807
+ "grad_norm": 0.4076940715312958,
808
  "learning_rate": 9.221956552036992e-06,
809
+ "loss": 0.031,
810
  "step": 103
811
  },
812
  {
813
  "epoch": 4.108641975308642,
814
+ "grad_norm": 0.4582842290401459,
815
  "learning_rate": 8.426519384872733e-06,
816
+ "loss": 0.0447,
817
  "step": 104
818
  },
819
  {
820
  "epoch": 4.148148148148148,
821
+ "grad_norm": 0.47967952489852905,
822
  "learning_rate": 7.663790038585793e-06,
823
+ "loss": 0.0333,
824
  "step": 105
825
  },
826
  {
827
  "epoch": 4.187654320987654,
828
+ "grad_norm": 0.41894498467445374,
829
  "learning_rate": 6.934368588379553e-06,
830
+ "loss": 0.056,
831
  "step": 106
832
  },
833
  {
834
  "epoch": 4.22716049382716,
835
+ "grad_norm": 0.48919007182121277,
836
  "learning_rate": 6.238828904562316e-06,
837
+ "loss": 0.0505,
838
  "step": 107
839
  },
840
  {
841
  "epoch": 4.266666666666667,
842
+ "grad_norm": 0.6008485555648804,
843
  "learning_rate": 5.577718201056392e-06,
844
+ "loss": 0.0588,
845
  "step": 108
846
  },
847
  {
848
  "epoch": 4.306172839506173,
849
+ "grad_norm": 0.6571237444877625,
850
  "learning_rate": 4.951556604879048e-06,
851
+ "loss": 0.0529,
852
  "step": 109
853
  },
854
  {
855
  "epoch": 4.345679012345679,
856
+ "grad_norm": 0.524041473865509,
857
  "learning_rate": 4.360836746934055e-06,
858
+ "loss": 0.0354,
859
  "step": 110
860
  },
861
  {
862
  "epoch": 4.345679012345679,
863
+ "eval_loss": 0.13398440182209015,
864
+ "eval_runtime": 20.5596,
865
+ "eval_samples_per_second": 2.189,
866
+ "eval_steps_per_second": 2.189,
867
  "step": 110
868
  },
869
  {
870
  "epoch": 4.385185185185185,
871
+ "grad_norm": 0.5683355331420898,
872
  "learning_rate": 3.8060233744356633e-06,
873
+ "loss": 0.055,
874
  "step": 111
875
  },
876
  {
877
  "epoch": 4.424691358024692,
878
+ "grad_norm": 0.5087169408798218,
879
  "learning_rate": 3.2875529852700147e-06,
880
+ "loss": 0.049,
881
  "step": 112
882
  },
883
  {
884
  "epoch": 4.4641975308641975,
885
+ "grad_norm": 0.3691088557243347,
886
  "learning_rate": 2.8058334845816213e-06,
887
+ "loss": 0.0291,
888
  "step": 113
889
  },
890
  {
891
  "epoch": 4.503703703703704,
892
+ "grad_norm": 0.440581738948822,
893
  "learning_rate": 2.361243863855184e-06,
894
+ "loss": 0.0392,
895
  "step": 114
896
  },
897
  {
898
  "epoch": 4.54320987654321,
899
+ "grad_norm": 0.5193259119987488,
900
  "learning_rate": 1.9541339027450256e-06,
901
+ "loss": 0.0288,
902
  "step": 115
903
  },
904
  {
905
  "epoch": 4.582716049382716,
906
+ "grad_norm": 0.4550730586051941,
907
  "learning_rate": 1.584823893886933e-06,
908
+ "loss": 0.0306,
909
  "step": 116
910
  },
911
  {
912
  "epoch": 4.622222222222222,
913
+ "grad_norm": 0.6170214414596558,
914
  "learning_rate": 1.2536043909088191e-06,
915
+ "loss": 0.0411,
916
  "step": 117
917
  },
918
  {
919
  "epoch": 4.661728395061728,
920
+ "grad_norm": 0.3780331015586853,
921
  "learning_rate": 9.607359798384785e-07,
922
+ "loss": 0.0363,
923
  "step": 118
924
  },
925
  {
926
  "epoch": 4.701234567901235,
927
+ "grad_norm": 0.4376467168331146,
928
  "learning_rate": 7.064490740882057e-07,
929
+ "loss": 0.0352,
930
  "step": 119
931
  },
932
  {
933
  "epoch": 4.7407407407407405,
934
+ "grad_norm": 0.5624098181724548,
935
  "learning_rate": 4.909437331777179e-07,
936
+ "loss": 0.0391,
937
  "step": 120
938
  },
939
  {
940
  "epoch": 4.7407407407407405,
941
+ "eval_loss": 0.13460920751094818,
942
+ "eval_runtime": 20.55,
943
+ "eval_samples_per_second": 2.19,
944
+ "eval_steps_per_second": 2.19,
945
  "step": 120
946
  },
947
  {
948
  "epoch": 4.780246913580247,
949
+ "grad_norm": 0.5249925255775452,
950
  "learning_rate": 3.143895053378698e-07,
951
+ "loss": 0.0363,
952
  "step": 121
953
  },
954
  {
955
  "epoch": 4.8197530864197535,
956
+ "grad_norm": 0.49371370673179626,
957
  "learning_rate": 1.7692529411904578e-07,
958
+ "loss": 0.0542,
959
  "step": 122
960
  },
961
  {
962
  "epoch": 4.859259259259259,
963
+ "grad_norm": 0.39469078183174133,
964
  "learning_rate": 7.865924910916977e-08,
965
+ "loss": 0.033,
966
  "step": 123
967
  },
968
  {
969
  "epoch": 4.898765432098766,
970
+ "grad_norm": 0.5517263412475586,
971
  "learning_rate": 1.9668680847356735e-08,
972
+ "loss": 0.0516,
973
  "step": 124
974
  },
975
  {
976
  "epoch": 4.938271604938271,
977
+ "grad_norm": 0.6554046869277954,
978
  "learning_rate": 0.0,
979
+ "loss": 0.0504,
980
  "step": 125
981
  },
982
  {
983
  "epoch": 4.938271604938271,
984
  "step": 125,
985
  "total_flos": 1.3014876311027712e+17,
986
+ "train_loss": 0.1490552680194378,
987
+ "train_runtime": 3654.6773,
988
  "train_samples_per_second": 0.554,
989
  "train_steps_per_second": 0.034
990
  }
training_eval_loss.png CHANGED
training_loss.png CHANGED