File size: 15,979 Bytes
f15fc07
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 313,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.003194888178913738,
      "grad_norm": 39.256392372009124,
      "learning_rate": 5.3191489361702125e-09,
      "logits/chosen": -3.34375,
      "logits/rejected": -3.609375,
      "logps/chosen": -40.5,
      "logps/rejected": -49.25,
      "loss": 0.6914,
      "rewards/accuracies": 0.0,
      "rewards/chosen": 0.0,
      "rewards/margins": 0.0,
      "rewards/rejected": 0.0,
      "step": 1
    },
    {
      "epoch": 0.03194888178913738,
      "grad_norm": 32.81412666334126,
      "learning_rate": 5.3191489361702123e-08,
      "logits/chosen": -3.09375,
      "logits/rejected": -2.859375,
      "logps/chosen": -41.25,
      "logps/rejected": -38.25,
      "loss": 0.6925,
      "rewards/accuracies": 0.0972222238779068,
      "rewards/chosen": -0.001739501953125,
      "rewards/margins": -0.00017261505126953125,
      "rewards/rejected": -0.00156402587890625,
      "step": 10
    },
    {
      "epoch": 0.06389776357827476,
      "grad_norm": 31.71771727943446,
      "learning_rate": 1.0638297872340425e-07,
      "logits/chosen": -3.03125,
      "logits/rejected": -2.8125,
      "logps/chosen": -42.0,
      "logps/rejected": -36.75,
      "loss": 0.6887,
      "rewards/accuracies": 0.15000000596046448,
      "rewards/chosen": -0.0001583099365234375,
      "rewards/margins": 0.0050048828125,
      "rewards/rejected": -0.005157470703125,
      "step": 20
    },
    {
      "epoch": 0.09584664536741214,
      "grad_norm": 33.89035773805732,
      "learning_rate": 1.5957446808510638e-07,
      "logits/chosen": -2.859375,
      "logits/rejected": -3.0625,
      "logps/chosen": -44.5,
      "logps/rejected": -42.25,
      "loss": 0.6852,
      "rewards/accuracies": 0.32499998807907104,
      "rewards/chosen": 0.0032958984375,
      "rewards/margins": 0.0284423828125,
      "rewards/rejected": -0.025146484375,
      "step": 30
    },
    {
      "epoch": 0.12779552715654952,
      "grad_norm": 33.79231622581764,
      "learning_rate": 2.127659574468085e-07,
      "logits/chosen": -3.109375,
      "logits/rejected": -2.921875,
      "logps/chosen": -47.5,
      "logps/rejected": -37.75,
      "loss": 0.6768,
      "rewards/accuracies": 0.26249998807907104,
      "rewards/chosen": 0.03759765625,
      "rewards/margins": 0.029296875,
      "rewards/rejected": 0.00830078125,
      "step": 40
    },
    {
      "epoch": 0.1597444089456869,
      "grad_norm": 33.962249009797624,
      "learning_rate": 2.659574468085106e-07,
      "logits/chosen": -3.046875,
      "logits/rejected": -2.828125,
      "logps/chosen": -39.0,
      "logps/rejected": -35.25,
      "loss": 0.6589,
      "rewards/accuracies": 0.32499998807907104,
      "rewards/chosen": 0.04638671875,
      "rewards/margins": 0.08740234375,
      "rewards/rejected": -0.040771484375,
      "step": 50
    },
    {
      "epoch": 0.19169329073482427,
      "grad_norm": 31.06082261346926,
      "learning_rate": 3.1914893617021275e-07,
      "logits/chosen": -2.9375,
      "logits/rejected": -2.890625,
      "logps/chosen": -36.0,
      "logps/rejected": -41.5,
      "loss": 0.6679,
      "rewards/accuracies": 0.36250001192092896,
      "rewards/chosen": 0.0947265625,
      "rewards/margins": 0.087890625,
      "rewards/rejected": 0.00640869140625,
      "step": 60
    },
    {
      "epoch": 0.22364217252396165,
      "grad_norm": 33.61384586606748,
      "learning_rate": 3.7234042553191484e-07,
      "logits/chosen": -3.25,
      "logits/rejected": -2.796875,
      "logps/chosen": -54.0,
      "logps/rejected": -39.5,
      "loss": 0.6207,
      "rewards/accuracies": 0.4375,
      "rewards/chosen": 0.054931640625,
      "rewards/margins": 0.296875,
      "rewards/rejected": -0.2421875,
      "step": 70
    },
    {
      "epoch": 0.25559105431309903,
      "grad_norm": 29.13019721736027,
      "learning_rate": 4.25531914893617e-07,
      "logits/chosen": -3.28125,
      "logits/rejected": -3.0,
      "logps/chosen": -49.0,
      "logps/rejected": -47.0,
      "loss": 0.6504,
      "rewards/accuracies": 0.42500001192092896,
      "rewards/chosen": -0.140625,
      "rewards/margins": 0.2734375,
      "rewards/rejected": -0.4140625,
      "step": 80
    },
    {
      "epoch": 0.28753993610223644,
      "grad_norm": 40.06738628161476,
      "learning_rate": 4.787234042553192e-07,
      "logits/chosen": -3.390625,
      "logits/rejected": -2.90625,
      "logps/chosen": -47.75,
      "logps/rejected": -38.25,
      "loss": 0.5986,
      "rewards/accuracies": 0.3125,
      "rewards/chosen": -0.00396728515625,
      "rewards/margins": 0.265625,
      "rewards/rejected": -0.26953125,
      "step": 90
    },
    {
      "epoch": 0.3194888178913738,
      "grad_norm": 26.980268633866878,
      "learning_rate": 4.964497041420119e-07,
      "logits/chosen": -3.1875,
      "logits/rejected": -3.0,
      "logps/chosen": -43.25,
      "logps/rejected": -43.25,
      "loss": 0.6019,
      "rewards/accuracies": 0.4124999940395355,
      "rewards/chosen": -0.146484375,
      "rewards/margins": 0.30859375,
      "rewards/rejected": -0.455078125,
      "step": 100
    },
    {
      "epoch": 0.3514376996805112,
      "grad_norm": 42.49654986796296,
      "learning_rate": 4.905325443786982e-07,
      "logits/chosen": -2.984375,
      "logits/rejected": -3.140625,
      "logps/chosen": -45.75,
      "logps/rejected": -53.5,
      "loss": 0.5866,
      "rewards/accuracies": 0.36250001192092896,
      "rewards/chosen": -0.1298828125,
      "rewards/margins": 0.546875,
      "rewards/rejected": -0.67578125,
      "step": 110
    },
    {
      "epoch": 0.38338658146964855,
      "grad_norm": 33.45575091341326,
      "learning_rate": 4.846153846153846e-07,
      "logits/chosen": -3.375,
      "logits/rejected": -3.109375,
      "logps/chosen": -55.75,
      "logps/rejected": -53.25,
      "loss": 0.5792,
      "rewards/accuracies": 0.4375,
      "rewards/chosen": -0.2890625,
      "rewards/margins": 0.59375,
      "rewards/rejected": -0.8828125,
      "step": 120
    },
    {
      "epoch": 0.41533546325878595,
      "grad_norm": 35.64973041956874,
      "learning_rate": 4.78698224852071e-07,
      "logits/chosen": -3.09375,
      "logits/rejected": -2.96875,
      "logps/chosen": -45.25,
      "logps/rejected": -47.0,
      "loss": 0.5991,
      "rewards/accuracies": 0.32499998807907104,
      "rewards/chosen": -0.255859375,
      "rewards/margins": 0.5,
      "rewards/rejected": -0.75390625,
      "step": 130
    },
    {
      "epoch": 0.4472843450479233,
      "grad_norm": 33.67312459569186,
      "learning_rate": 4.727810650887574e-07,
      "logits/chosen": -3.328125,
      "logits/rejected": -3.046875,
      "logps/chosen": -48.25,
      "logps/rejected": -52.75,
      "loss": 0.544,
      "rewards/accuracies": 0.44999998807907104,
      "rewards/chosen": -0.2412109375,
      "rewards/margins": 0.8359375,
      "rewards/rejected": -1.078125,
      "step": 140
    },
    {
      "epoch": 0.4792332268370607,
      "grad_norm": 16.223843544431134,
      "learning_rate": 4.668639053254438e-07,
      "logits/chosen": -3.078125,
      "logits/rejected": -3.03125,
      "logps/chosen": -48.25,
      "logps/rejected": -54.25,
      "loss": 0.5827,
      "rewards/accuracies": 0.44999998807907104,
      "rewards/chosen": -0.4609375,
      "rewards/margins": 0.8046875,
      "rewards/rejected": -1.265625,
      "step": 150
    },
    {
      "epoch": 0.5111821086261981,
      "grad_norm": 30.865326556253784,
      "learning_rate": 4.6094674556213014e-07,
      "logits/chosen": -2.984375,
      "logits/rejected": -2.75,
      "logps/chosen": -46.75,
      "logps/rejected": -51.0,
      "loss": 0.5442,
      "rewards/accuracies": 0.4749999940395355,
      "rewards/chosen": -0.4296875,
      "rewards/margins": 0.875,
      "rewards/rejected": -1.3046875,
      "step": 160
    },
    {
      "epoch": 0.5431309904153354,
      "grad_norm": 22.81312034142999,
      "learning_rate": 4.5502958579881655e-07,
      "logits/chosen": -3.09375,
      "logits/rejected": -2.8125,
      "logps/chosen": -44.0,
      "logps/rejected": -49.5,
      "loss": 0.5765,
      "rewards/accuracies": 0.42500001192092896,
      "rewards/chosen": -0.4609375,
      "rewards/margins": 0.8203125,
      "rewards/rejected": -1.28125,
      "step": 170
    },
    {
      "epoch": 0.5750798722044729,
      "grad_norm": 50.05578499574947,
      "learning_rate": 4.491124260355029e-07,
      "logits/chosen": -3.140625,
      "logits/rejected": -2.921875,
      "logps/chosen": -49.25,
      "logps/rejected": -56.25,
      "loss": 0.5266,
      "rewards/accuracies": 0.4375,
      "rewards/chosen": -0.42578125,
      "rewards/margins": 1.1796875,
      "rewards/rejected": -1.609375,
      "step": 180
    },
    {
      "epoch": 0.6070287539936102,
      "grad_norm": 20.57671100687128,
      "learning_rate": 4.4319526627218936e-07,
      "logits/chosen": -3.3125,
      "logits/rejected": -2.734375,
      "logps/chosen": -56.25,
      "logps/rejected": -45.5,
      "loss": 0.5544,
      "rewards/accuracies": 0.4000000059604645,
      "rewards/chosen": -0.5234375,
      "rewards/margins": 0.70703125,
      "rewards/rejected": -1.2265625,
      "step": 190
    },
    {
      "epoch": 0.6389776357827476,
      "grad_norm": 35.51097905099775,
      "learning_rate": 4.372781065088757e-07,
      "logits/chosen": -3.09375,
      "logits/rejected": -2.890625,
      "logps/chosen": -49.75,
      "logps/rejected": -53.0,
      "loss": 0.6029,
      "rewards/accuracies": 0.38749998807907104,
      "rewards/chosen": -0.5546875,
      "rewards/margins": 0.83984375,
      "rewards/rejected": -1.390625,
      "step": 200
    },
    {
      "epoch": 0.670926517571885,
      "grad_norm": 17.899965646039988,
      "learning_rate": 4.313609467455621e-07,
      "logits/chosen": -3.140625,
      "logits/rejected": -3.015625,
      "logps/chosen": -44.5,
      "logps/rejected": -50.0,
      "loss": 0.5345,
      "rewards/accuracies": 0.38749998807907104,
      "rewards/chosen": -0.54296875,
      "rewards/margins": 0.796875,
      "rewards/rejected": -1.34375,
      "step": 210
    },
    {
      "epoch": 0.7028753993610224,
      "grad_norm": 21.641681357355413,
      "learning_rate": 4.2544378698224847e-07,
      "logits/chosen": -2.828125,
      "logits/rejected": -2.890625,
      "logps/chosen": -48.5,
      "logps/rejected": -53.75,
      "loss": 0.5107,
      "rewards/accuracies": 0.4000000059604645,
      "rewards/chosen": -0.546875,
      "rewards/margins": 0.92578125,
      "rewards/rejected": -1.4765625,
      "step": 220
    },
    {
      "epoch": 0.7348242811501597,
      "grad_norm": 26.32082815714621,
      "learning_rate": 4.195266272189349e-07,
      "logits/chosen": -3.15625,
      "logits/rejected": -2.828125,
      "logps/chosen": -57.0,
      "logps/rejected": -54.25,
      "loss": 0.574,
      "rewards/accuracies": 0.42500001192092896,
      "rewards/chosen": -0.83984375,
      "rewards/margins": 0.97265625,
      "rewards/rejected": -1.8125,
      "step": 230
    },
    {
      "epoch": 0.7667731629392971,
      "grad_norm": 25.67855359237542,
      "learning_rate": 4.1360946745562133e-07,
      "logits/chosen": -3.0625,
      "logits/rejected": -2.609375,
      "logps/chosen": -47.75,
      "logps/rejected": -47.5,
      "loss": 0.5904,
      "rewards/accuracies": 0.32499998807907104,
      "rewards/chosen": -0.7109375,
      "rewards/margins": 0.625,
      "rewards/rejected": -1.3359375,
      "step": 240
    },
    {
      "epoch": 0.7987220447284346,
      "grad_norm": 9.719975462174387,
      "learning_rate": 4.076923076923077e-07,
      "logits/chosen": -3.25,
      "logits/rejected": -3.03125,
      "logps/chosen": -52.0,
      "logps/rejected": -62.5,
      "loss": 0.4791,
      "rewards/accuracies": 0.4749999940395355,
      "rewards/chosen": -0.5078125,
      "rewards/margins": 1.5234375,
      "rewards/rejected": -2.03125,
      "step": 250
    },
    {
      "epoch": 0.8306709265175719,
      "grad_norm": 29.21855201998469,
      "learning_rate": 4.017751479289941e-07,
      "logits/chosen": -3.125,
      "logits/rejected": -2.625,
      "logps/chosen": -48.5,
      "logps/rejected": -52.75,
      "loss": 0.4803,
      "rewards/accuracies": 0.4124999940395355,
      "rewards/chosen": -0.953125,
      "rewards/margins": 0.94140625,
      "rewards/rejected": -1.890625,
      "step": 260
    },
    {
      "epoch": 0.8626198083067093,
      "grad_norm": 25.205926846344735,
      "learning_rate": 3.9585798816568044e-07,
      "logits/chosen": -3.28125,
      "logits/rejected": -2.859375,
      "logps/chosen": -50.75,
      "logps/rejected": -60.25,
      "loss": 0.5525,
      "rewards/accuracies": 0.4749999940395355,
      "rewards/chosen": -0.87890625,
      "rewards/margins": 1.296875,
      "rewards/rejected": -2.171875,
      "step": 270
    },
    {
      "epoch": 0.8945686900958466,
      "grad_norm": 36.1167561440604,
      "learning_rate": 3.8994082840236685e-07,
      "logits/chosen": -3.125,
      "logits/rejected": -2.8125,
      "logps/chosen": -53.5,
      "logps/rejected": -54.5,
      "loss": 0.5372,
      "rewards/accuracies": 0.4625000059604645,
      "rewards/chosen": -0.546875,
      "rewards/margins": 1.265625,
      "rewards/rejected": -1.8125,
      "step": 280
    },
    {
      "epoch": 0.9265175718849841,
      "grad_norm": 30.60002887625237,
      "learning_rate": 3.840236686390532e-07,
      "logits/chosen": -3.234375,
      "logits/rejected": -2.875,
      "logps/chosen": -57.75,
      "logps/rejected": -64.5,
      "loss": 0.5178,
      "rewards/accuracies": 0.44999998807907104,
      "rewards/chosen": -0.8046875,
      "rewards/margins": 1.6328125,
      "rewards/rejected": -2.4375,
      "step": 290
    },
    {
      "epoch": 0.9584664536741214,
      "grad_norm": 8.950670028012786,
      "learning_rate": 3.7810650887573966e-07,
      "logits/chosen": -2.96875,
      "logits/rejected": -3.03125,
      "logps/chosen": -47.75,
      "logps/rejected": -69.5,
      "loss": 0.5006,
      "rewards/accuracies": 0.4625000059604645,
      "rewards/chosen": -0.96875,
      "rewards/margins": 1.5078125,
      "rewards/rejected": -2.484375,
      "step": 300
    },
    {
      "epoch": 0.9904153354632588,
      "grad_norm": 30.917476600395073,
      "learning_rate": 3.72189349112426e-07,
      "logits/chosen": -3.09375,
      "logits/rejected": -2.96875,
      "logps/chosen": -55.75,
      "logps/rejected": -67.0,
      "loss": 0.5163,
      "rewards/accuracies": 0.42500001192092896,
      "rewards/chosen": -0.74609375,
      "rewards/margins": 1.5546875,
      "rewards/rejected": -2.296875,
      "step": 310
    },
    {
      "epoch": 1.0,
      "eval_logits/chosen": -3.296875,
      "eval_logits/rejected": -2.671875,
      "eval_logps/chosen": -62.25,
      "eval_logps/rejected": -57.5,
      "eval_loss": 0.5627734661102295,
      "eval_rewards/accuracies": 0.4642857015132904,
      "eval_rewards/chosen": -0.9453125,
      "eval_rewards/margins": 1.0078125,
      "eval_rewards/rejected": -1.953125,
      "eval_runtime": 12.3094,
      "eval_samples_per_second": 16.248,
      "eval_steps_per_second": 0.569,
      "step": 313
    }
  ],
  "logging_steps": 10,
  "max_steps": 939,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}