AmberYifan commited on
Commit
805ffcc
·
verified ·
1 Parent(s): 0016a67

Model save

Browse files
Files changed (4) hide show
  1. README.md +1 -1
  2. all_results.json +5 -5
  3. train_results.json +5 -5
  4. trainer_state.json +961 -961
README.md CHANGED
@@ -27,7 +27,7 @@ print(output["generated_text"])
27
 
28
  ## Training procedure
29
 
30
- [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/yifanwang/huggingface/runs/07vdcz74)
31
 
32
  This model was trained with DPO, a method introduced in [Direct Preference Optimization: Your Language Model is Secretly a Reward Model](https://huggingface.co/papers/2305.18290).
33
 
 
27
 
28
  ## Training procedure
29
 
30
+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/yifanwang/huggingface/runs/coaq556x)
31
 
32
  This model was trained with DPO, a method introduced in [Direct Preference Optimization: Your Language Model is Secretly a Reward Model](https://huggingface.co/papers/2305.18290).
33
 
all_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 3.0,
3
  "total_flos": 0.0,
4
- "train_loss": 0.23619326285787792,
5
- "train_runtime": 4850.984,
6
- "train_samples": 10000,
7
- "train_samples_per_second": 6.184,
8
- "train_steps_per_second": 0.194
9
  }
 
1
  {
2
  "epoch": 3.0,
3
  "total_flos": 0.0,
4
+ "train_loss": 0.2350319262129811,
5
+ "train_runtime": 4857.9615,
6
+ "train_samples": 9997,
7
+ "train_samples_per_second": 6.174,
8
+ "train_steps_per_second": 0.193
9
  }
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 3.0,
3
  "total_flos": 0.0,
4
- "train_loss": 0.23619326285787792,
5
- "train_runtime": 4850.984,
6
- "train_samples": 10000,
7
- "train_samples_per_second": 6.184,
8
- "train_steps_per_second": 0.194
9
  }
 
1
  {
2
  "epoch": 3.0,
3
  "total_flos": 0.0,
4
+ "train_loss": 0.2350319262129811,
5
+ "train_runtime": 4857.9615,
6
+ "train_samples": 9997,
7
+ "train_samples_per_second": 6.174,
8
+ "train_steps_per_second": 0.193
9
  }
trainer_state.json CHANGED
@@ -10,12 +10,12 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.003194888178913738,
13
- "grad_norm": 63.76829168210548,
14
  "learning_rate": 5.3191489361702125e-09,
15
- "logits/chosen": -3.703125,
16
- "logits/rejected": -3.859375,
17
- "logps/chosen": -139.0,
18
- "logps/rejected": -80.0,
19
  "loss": 0.6914,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
@@ -25,1455 +25,1455 @@
25
  },
26
  {
27
  "epoch": 0.03194888178913738,
28
- "grad_norm": 92.94577098387109,
29
  "learning_rate": 5.3191489361702123e-08,
30
- "logits/chosen": -3.625,
31
- "logits/rejected": -3.53125,
32
- "logps/chosen": -99.5,
33
- "logps/rejected": -96.0,
34
- "loss": 0.6939,
35
- "rewards/accuracies": 0.1527777761220932,
36
- "rewards/chosen": -0.0010528564453125,
37
- "rewards/margins": -0.001739501953125,
38
- "rewards/rejected": 0.0006866455078125,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.06389776357827476,
43
- "grad_norm": 70.79325392606067,
44
  "learning_rate": 1.0638297872340425e-07,
45
- "logits/chosen": -3.375,
46
- "logits/rejected": -3.5625,
47
- "logps/chosen": -96.0,
48
- "logps/rejected": -105.0,
49
- "loss": 0.6872,
50
- "rewards/accuracies": 0.4375,
51
- "rewards/chosen": -0.0242919921875,
52
- "rewards/margins": 0.017333984375,
53
- "rewards/rejected": -0.04150390625,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.09584664536741214,
58
- "grad_norm": 63.190582339280105,
59
  "learning_rate": 1.5957446808510638e-07,
60
- "logits/chosen": -3.5625,
61
- "logits/rejected": -3.453125,
62
- "logps/chosen": -99.5,
63
- "logps/rejected": -108.0,
64
- "loss": 0.671,
65
- "rewards/accuracies": 0.5625,
66
- "rewards/chosen": -0.08935546875,
67
- "rewards/margins": 0.0361328125,
68
- "rewards/rejected": -0.125,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.12779552715654952,
73
- "grad_norm": 70.46556001874696,
74
  "learning_rate": 2.127659574468085e-07,
75
- "logits/chosen": -3.578125,
76
- "logits/rejected": -3.59375,
77
- "logps/chosen": -110.0,
78
- "logps/rejected": -95.5,
79
- "loss": 0.6578,
80
- "rewards/accuracies": 0.48750001192092896,
81
- "rewards/chosen": -0.1669921875,
82
- "rewards/margins": 0.0164794921875,
83
- "rewards/rejected": -0.1826171875,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.1597444089456869,
88
- "grad_norm": 53.92661468897121,
89
  "learning_rate": 2.659574468085106e-07,
90
- "logits/chosen": -3.6875,
91
- "logits/rejected": -3.640625,
92
- "logps/chosen": -95.0,
93
- "logps/rejected": -106.5,
94
- "loss": 0.6153,
95
- "rewards/accuracies": 0.574999988079071,
96
- "rewards/chosen": -0.251953125,
97
- "rewards/margins": 0.1376953125,
98
- "rewards/rejected": -0.388671875,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.19169329073482427,
103
- "grad_norm": 61.31819398041802,
104
  "learning_rate": 3.1914893617021275e-07,
105
- "logits/chosen": -3.453125,
106
- "logits/rejected": -3.328125,
107
- "logps/chosen": -101.0,
108
- "logps/rejected": -107.0,
109
- "loss": 0.7335,
110
- "rewards/accuracies": 0.6875,
111
- "rewards/chosen": -0.283203125,
112
- "rewards/margins": 0.478515625,
113
- "rewards/rejected": -0.76171875,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.22364217252396165,
118
- "grad_norm": 55.44332583758203,
119
  "learning_rate": 3.7234042553191484e-07,
120
- "logits/chosen": -3.421875,
121
- "logits/rejected": -3.546875,
122
- "logps/chosen": -103.0,
123
- "logps/rejected": -112.0,
124
- "loss": 0.6863,
125
- "rewards/accuracies": 0.6875,
126
- "rewards/chosen": -0.1220703125,
127
- "rewards/margins": 0.6328125,
128
- "rewards/rejected": -0.75390625,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.25559105431309903,
133
- "grad_norm": 51.149001898192076,
134
  "learning_rate": 4.25531914893617e-07,
135
- "logits/chosen": -3.546875,
136
- "logits/rejected": -3.53125,
137
- "logps/chosen": -110.5,
138
- "logps/rejected": -110.5,
139
- "loss": 0.5805,
140
- "rewards/accuracies": 0.75,
141
- "rewards/chosen": -0.0986328125,
142
- "rewards/margins": 0.62890625,
143
- "rewards/rejected": -0.7265625,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.28753993610223644,
148
- "grad_norm": 55.06999142181094,
149
  "learning_rate": 4.787234042553192e-07,
150
- "logits/chosen": -3.671875,
151
- "logits/rejected": -3.59375,
152
- "logps/chosen": -107.0,
153
- "logps/rejected": -116.0,
154
- "loss": 0.5765,
155
- "rewards/accuracies": 0.7124999761581421,
156
- "rewards/chosen": -0.1494140625,
157
- "rewards/margins": 0.7734375,
158
  "rewards/rejected": -0.921875,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.3194888178913738,
163
- "grad_norm": 33.54407800330637,
164
  "learning_rate": 4.964497041420119e-07,
165
- "logits/chosen": -3.546875,
166
- "logits/rejected": -3.53125,
167
- "logps/chosen": -105.0,
168
- "logps/rejected": -112.5,
169
- "loss": 0.5228,
170
- "rewards/accuracies": 0.824999988079071,
171
- "rewards/chosen": -0.1162109375,
172
- "rewards/margins": 0.61328125,
173
- "rewards/rejected": -0.7265625,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.3514376996805112,
178
- "grad_norm": 71.5169022650209,
179
  "learning_rate": 4.905325443786982e-07,
180
- "logits/chosen": -3.5625,
181
- "logits/rejected": -3.515625,
182
- "logps/chosen": -101.5,
183
- "logps/rejected": -123.0,
184
- "loss": 0.5408,
185
- "rewards/accuracies": 0.6875,
186
- "rewards/chosen": -0.1337890625,
187
- "rewards/margins": 0.8515625,
188
- "rewards/rejected": -0.984375,
189
  "step": 110
190
  },
191
  {
192
  "epoch": 0.38338658146964855,
193
- "grad_norm": 65.33074960619584,
194
  "learning_rate": 4.846153846153846e-07,
195
- "logits/chosen": -3.546875,
196
- "logits/rejected": -3.5625,
197
- "logps/chosen": -100.5,
198
- "logps/rejected": -139.0,
199
- "loss": 0.5381,
200
- "rewards/accuracies": 0.800000011920929,
201
- "rewards/chosen": 0.021484375,
202
- "rewards/margins": 1.671875,
203
- "rewards/rejected": -1.6484375,
204
  "step": 120
205
  },
206
  {
207
  "epoch": 0.41533546325878595,
208
- "grad_norm": 49.04091358646178,
209
  "learning_rate": 4.78698224852071e-07,
210
- "logits/chosen": -3.515625,
211
- "logits/rejected": -3.5,
212
- "logps/chosen": -95.0,
213
- "logps/rejected": -116.5,
214
- "loss": 0.5387,
215
- "rewards/accuracies": 0.762499988079071,
216
- "rewards/chosen": -0.10791015625,
217
- "rewards/margins": 0.99609375,
218
- "rewards/rejected": -1.1015625,
219
  "step": 130
220
  },
221
  {
222
  "epoch": 0.4472843450479233,
223
- "grad_norm": 49.48725125304273,
224
  "learning_rate": 4.727810650887574e-07,
225
- "logits/chosen": -3.671875,
226
- "logits/rejected": -3.515625,
227
- "logps/chosen": -101.0,
228
- "logps/rejected": -121.0,
229
- "loss": 0.4801,
230
- "rewards/accuracies": 0.762499988079071,
231
- "rewards/chosen": -0.0260009765625,
232
- "rewards/margins": 1.609375,
233
- "rewards/rejected": -1.6328125,
234
  "step": 140
235
  },
236
  {
237
  "epoch": 0.4792332268370607,
238
- "grad_norm": 88.63757443724184,
239
  "learning_rate": 4.668639053254438e-07,
240
- "logits/chosen": -3.671875,
241
- "logits/rejected": -3.53125,
242
- "logps/chosen": -104.5,
243
- "logps/rejected": -107.5,
244
- "loss": 0.5525,
245
- "rewards/accuracies": 0.75,
246
- "rewards/chosen": -0.0185546875,
247
- "rewards/margins": 0.88671875,
248
- "rewards/rejected": -0.90625,
249
  "step": 150
250
  },
251
  {
252
  "epoch": 0.5111821086261981,
253
- "grad_norm": 65.41898185778713,
254
  "learning_rate": 4.6094674556213014e-07,
255
- "logits/chosen": -3.53125,
256
- "logits/rejected": -3.375,
257
- "logps/chosen": -102.5,
258
- "logps/rejected": -110.0,
259
- "loss": 0.4824,
260
- "rewards/accuracies": 0.737500011920929,
261
- "rewards/chosen": -0.20703125,
262
- "rewards/margins": 1.0390625,
263
- "rewards/rejected": -1.2421875,
264
  "step": 160
265
  },
266
  {
267
  "epoch": 0.5431309904153354,
268
- "grad_norm": 64.3627134555641,
269
  "learning_rate": 4.5502958579881655e-07,
270
- "logits/chosen": -3.671875,
271
- "logits/rejected": -3.5625,
272
- "logps/chosen": -95.5,
273
- "logps/rejected": -114.0,
274
- "loss": 0.4837,
275
- "rewards/accuracies": 0.800000011920929,
276
- "rewards/chosen": 0.04736328125,
277
- "rewards/margins": 1.3984375,
278
- "rewards/rejected": -1.3515625,
279
  "step": 170
280
  },
281
  {
282
  "epoch": 0.5750798722044729,
283
- "grad_norm": 50.45380597678468,
284
  "learning_rate": 4.491124260355029e-07,
285
- "logits/chosen": -3.53125,
286
- "logits/rejected": -3.453125,
287
- "logps/chosen": -100.5,
288
- "logps/rejected": -114.5,
289
- "loss": 0.4732,
290
- "rewards/accuracies": 0.8125,
291
- "rewards/chosen": -0.031005859375,
292
- "rewards/margins": 1.1328125,
293
- "rewards/rejected": -1.1640625,
294
  "step": 180
295
  },
296
  {
297
  "epoch": 0.6070287539936102,
298
- "grad_norm": 47.054283179898476,
299
  "learning_rate": 4.4319526627218936e-07,
300
- "logits/chosen": -3.59375,
301
- "logits/rejected": -3.53125,
302
- "logps/chosen": -103.5,
303
- "logps/rejected": -112.0,
304
- "loss": 0.4777,
305
- "rewards/accuracies": 0.7250000238418579,
306
- "rewards/chosen": 0.08154296875,
307
- "rewards/margins": 1.203125,
308
- "rewards/rejected": -1.125,
309
  "step": 190
310
  },
311
  {
312
  "epoch": 0.6389776357827476,
313
- "grad_norm": 60.50447069634289,
314
  "learning_rate": 4.372781065088757e-07,
315
- "logits/chosen": -3.625,
316
- "logits/rejected": -3.46875,
317
- "logps/chosen": -100.0,
318
- "logps/rejected": -112.0,
319
- "loss": 0.4606,
320
- "rewards/accuracies": 0.7749999761581421,
321
- "rewards/chosen": 0.162109375,
322
- "rewards/margins": 1.375,
323
- "rewards/rejected": -1.2109375,
324
  "step": 200
325
  },
326
  {
327
  "epoch": 0.670926517571885,
328
- "grad_norm": 42.756358795311726,
329
  "learning_rate": 4.313609467455621e-07,
330
- "logits/chosen": -3.59375,
331
- "logits/rejected": -3.46875,
332
- "logps/chosen": -92.5,
333
- "logps/rejected": -119.0,
334
- "loss": 0.3956,
335
- "rewards/accuracies": 0.7875000238418579,
336
- "rewards/chosen": -0.058837890625,
337
- "rewards/margins": 1.7578125,
338
- "rewards/rejected": -1.8203125,
339
  "step": 210
340
  },
341
  {
342
  "epoch": 0.7028753993610224,
343
- "grad_norm": 37.12579027519649,
344
  "learning_rate": 4.2544378698224847e-07,
345
- "logits/chosen": -3.453125,
346
- "logits/rejected": -3.484375,
347
- "logps/chosen": -101.5,
348
- "logps/rejected": -112.0,
349
- "loss": 0.4621,
350
- "rewards/accuracies": 0.7875000238418579,
351
- "rewards/chosen": 0.06884765625,
352
- "rewards/margins": 1.3046875,
353
- "rewards/rejected": -1.234375,
354
  "step": 220
355
  },
356
  {
357
  "epoch": 0.7348242811501597,
358
- "grad_norm": 34.37003470756731,
359
  "learning_rate": 4.195266272189349e-07,
360
- "logits/chosen": -3.40625,
361
- "logits/rejected": -3.421875,
362
- "logps/chosen": -102.0,
363
- "logps/rejected": -119.0,
364
- "loss": 0.4478,
365
- "rewards/accuracies": 0.762499988079071,
366
- "rewards/chosen": -0.06640625,
367
- "rewards/margins": 1.59375,
368
- "rewards/rejected": -1.6640625,
369
  "step": 230
370
  },
371
  {
372
  "epoch": 0.7667731629392971,
373
- "grad_norm": 39.975701583088714,
374
  "learning_rate": 4.1360946745562133e-07,
375
- "logits/chosen": -3.484375,
376
- "logits/rejected": -3.4375,
377
- "logps/chosen": -95.5,
378
- "logps/rejected": -123.0,
379
- "loss": 0.4043,
380
- "rewards/accuracies": 0.762499988079071,
381
- "rewards/chosen": 0.0322265625,
382
- "rewards/margins": 1.5546875,
383
- "rewards/rejected": -1.5234375,
384
  "step": 240
385
  },
386
  {
387
  "epoch": 0.7987220447284346,
388
- "grad_norm": 40.31896174589532,
389
  "learning_rate": 4.076923076923077e-07,
390
- "logits/chosen": -3.53125,
391
- "logits/rejected": -3.484375,
392
- "logps/chosen": -107.0,
393
- "logps/rejected": -122.0,
394
- "loss": 0.4742,
395
- "rewards/accuracies": 0.887499988079071,
396
- "rewards/chosen": 0.54296875,
397
- "rewards/margins": 2.46875,
398
- "rewards/rejected": -1.921875,
399
  "step": 250
400
  },
401
  {
402
  "epoch": 0.8306709265175719,
403
- "grad_norm": 32.53695466017645,
404
  "learning_rate": 4.017751479289941e-07,
405
- "logits/chosen": -3.578125,
406
- "logits/rejected": -3.5,
407
- "logps/chosen": -81.0,
408
- "logps/rejected": -135.0,
409
- "loss": 0.3528,
410
- "rewards/accuracies": 0.8500000238418579,
411
- "rewards/chosen": 0.044921875,
412
- "rewards/margins": 2.765625,
413
- "rewards/rejected": -2.71875,
414
  "step": 260
415
  },
416
  {
417
  "epoch": 0.8626198083067093,
418
- "grad_norm": 35.58565159605434,
419
  "learning_rate": 3.9585798816568044e-07,
420
- "logits/chosen": -3.625,
421
- "logits/rejected": -3.46875,
422
- "logps/chosen": -106.5,
423
- "logps/rejected": -107.5,
424
- "loss": 0.3774,
425
- "rewards/accuracies": 0.862500011920929,
426
- "rewards/chosen": 0.318359375,
427
- "rewards/margins": 1.8984375,
428
- "rewards/rejected": -1.578125,
429
  "step": 270
430
  },
431
  {
432
  "epoch": 0.8945686900958466,
433
- "grad_norm": 50.853618748566205,
434
  "learning_rate": 3.8994082840236685e-07,
435
- "logits/chosen": -3.515625,
436
- "logits/rejected": -3.484375,
437
- "logps/chosen": -99.5,
438
- "logps/rejected": -119.0,
439
- "loss": 0.4586,
440
- "rewards/accuracies": 0.7124999761581421,
441
- "rewards/chosen": 0.26953125,
442
- "rewards/margins": 1.671875,
443
- "rewards/rejected": -1.40625,
444
  "step": 280
445
  },
446
  {
447
  "epoch": 0.9265175718849841,
448
- "grad_norm": 49.95783582965489,
449
  "learning_rate": 3.840236686390532e-07,
450
- "logits/chosen": -3.640625,
451
- "logits/rejected": -3.453125,
452
- "logps/chosen": -100.5,
453
- "logps/rejected": -113.0,
454
- "loss": 0.4365,
455
- "rewards/accuracies": 0.7875000238418579,
456
- "rewards/chosen": 0.37109375,
457
- "rewards/margins": 1.8671875,
458
- "rewards/rejected": -1.5,
459
  "step": 290
460
  },
461
  {
462
  "epoch": 0.9584664536741214,
463
- "grad_norm": 26.77848071496543,
464
  "learning_rate": 3.7810650887573966e-07,
465
- "logits/chosen": -3.5625,
466
- "logits/rejected": -3.59375,
467
- "logps/chosen": -99.5,
468
- "logps/rejected": -135.0,
469
- "loss": 0.4772,
470
- "rewards/accuracies": 0.8374999761581421,
471
- "rewards/chosen": 0.25390625,
472
- "rewards/margins": 2.046875,
473
- "rewards/rejected": -1.7890625,
474
  "step": 300
475
  },
476
  {
477
  "epoch": 0.9904153354632588,
478
- "grad_norm": 44.271261713875845,
479
  "learning_rate": 3.72189349112426e-07,
480
- "logits/chosen": -3.5625,
481
- "logits/rejected": -3.484375,
482
- "logps/chosen": -108.5,
483
- "logps/rejected": -122.5,
484
- "loss": 0.3872,
485
- "rewards/accuracies": 0.800000011920929,
486
- "rewards/chosen": 0.0625,
487
- "rewards/margins": 1.625,
488
- "rewards/rejected": -1.5703125,
489
  "step": 310
490
  },
491
  {
492
  "epoch": 1.0,
493
- "eval_logits/chosen": -3.5625,
494
- "eval_logits/rejected": -3.5,
495
- "eval_logps/chosen": -98.5,
496
- "eval_logps/rejected": -125.0,
497
- "eval_loss": 0.5349218845367432,
498
- "eval_rewards/accuracies": 0.7857142686843872,
499
- "eval_rewards/chosen": -0.12060546875,
500
- "eval_rewards/margins": 1.203125,
501
- "eval_rewards/rejected": -1.3203125,
502
- "eval_runtime": 12.3829,
503
- "eval_samples_per_second": 16.151,
504
- "eval_steps_per_second": 0.565,
505
  "step": 313
506
  },
507
  {
508
  "epoch": 1.0223642172523961,
509
- "grad_norm": 33.843167460384336,
510
  "learning_rate": 3.662721893491124e-07,
511
- "logits/chosen": -3.5,
512
- "logits/rejected": -3.328125,
513
- "logps/chosen": -98.0,
514
- "logps/rejected": -138.0,
515
- "loss": 0.19,
516
- "rewards/accuracies": 0.9375,
517
- "rewards/chosen": 0.236328125,
518
- "rewards/margins": 2.96875,
519
- "rewards/rejected": -2.734375,
520
  "step": 320
521
  },
522
  {
523
  "epoch": 1.0543130990415335,
524
- "grad_norm": 14.421132534916795,
525
  "learning_rate": 3.603550295857988e-07,
526
- "logits/chosen": -3.546875,
527
- "logits/rejected": -3.4375,
528
- "logps/chosen": -101.0,
529
- "logps/rejected": -125.0,
530
- "loss": 0.148,
531
  "rewards/accuracies": 0.949999988079071,
532
- "rewards/chosen": 0.70703125,
533
- "rewards/margins": 2.953125,
534
- "rewards/rejected": -2.234375,
535
  "step": 330
536
  },
537
  {
538
  "epoch": 1.0862619808306708,
539
- "grad_norm": 18.495628015771892,
540
  "learning_rate": 3.544378698224852e-07,
541
- "logits/chosen": -3.484375,
542
- "logits/rejected": -3.4375,
543
- "logps/chosen": -95.5,
544
- "logps/rejected": -125.5,
545
- "loss": 0.1841,
546
- "rewards/accuracies": 0.949999988079071,
547
- "rewards/chosen": 0.71484375,
548
- "rewards/margins": 2.875,
549
- "rewards/rejected": -2.15625,
550
  "step": 340
551
  },
552
  {
553
  "epoch": 1.1182108626198084,
554
- "grad_norm": 24.09426865119445,
555
  "learning_rate": 3.485207100591716e-07,
556
- "logits/chosen": -3.5625,
557
- "logits/rejected": -3.34375,
558
- "logps/chosen": -101.0,
559
- "logps/rejected": -124.5,
560
- "loss": 0.1584,
561
  "rewards/accuracies": 0.9750000238418579,
562
- "rewards/chosen": 0.89453125,
563
- "rewards/margins": 3.421875,
564
- "rewards/rejected": -2.53125,
565
  "step": 350
566
  },
567
  {
568
  "epoch": 1.1501597444089458,
569
- "grad_norm": 25.308356305497963,
570
  "learning_rate": 3.42603550295858e-07,
571
- "logits/chosen": -3.53125,
572
- "logits/rejected": -3.234375,
573
- "logps/chosen": -99.0,
574
- "logps/rejected": -116.5,
575
- "loss": 0.1927,
576
- "rewards/accuracies": 0.9125000238418579,
577
- "rewards/chosen": 0.80078125,
578
- "rewards/margins": 3.078125,
579
- "rewards/rejected": -2.28125,
580
  "step": 360
581
  },
582
  {
583
  "epoch": 1.182108626198083,
584
- "grad_norm": 20.87093717123946,
585
  "learning_rate": 3.366863905325444e-07,
586
- "logits/chosen": -3.5,
587
- "logits/rejected": -3.390625,
588
- "logps/chosen": -91.5,
589
- "logps/rejected": -129.0,
590
- "loss": 0.1332,
591
- "rewards/accuracies": 0.949999988079071,
592
- "rewards/chosen": 0.734375,
593
- "rewards/margins": 3.484375,
594
- "rewards/rejected": -2.75,
595
  "step": 370
596
  },
597
  {
598
  "epoch": 1.2140575079872205,
599
- "grad_norm": 33.11495125656759,
600
  "learning_rate": 3.3076923076923075e-07,
601
- "logits/chosen": -3.515625,
602
- "logits/rejected": -3.375,
603
- "logps/chosen": -99.0,
604
- "logps/rejected": -148.0,
605
- "loss": 0.1292,
606
- "rewards/accuracies": 0.949999988079071,
607
- "rewards/chosen": 0.578125,
608
- "rewards/margins": 4.4375,
609
- "rewards/rejected": -3.859375,
610
  "step": 380
611
  },
612
  {
613
  "epoch": 1.2460063897763578,
614
- "grad_norm": 67.10626864365061,
615
  "learning_rate": 3.2485207100591716e-07,
616
- "logits/chosen": -3.515625,
617
- "logits/rejected": -3.296875,
618
- "logps/chosen": -95.0,
619
- "logps/rejected": -138.0,
620
- "loss": 0.2115,
621
- "rewards/accuracies": 0.925000011920929,
622
- "rewards/chosen": 0.765625,
623
- "rewards/margins": 3.9375,
624
- "rewards/rejected": -3.171875,
625
  "step": 390
626
  },
627
  {
628
  "epoch": 1.2779552715654952,
629
- "grad_norm": 18.06304275803513,
630
  "learning_rate": 3.189349112426035e-07,
631
- "logits/chosen": -3.421875,
632
  "logits/rejected": -3.28125,
633
- "logps/chosen": -100.0,
634
- "logps/rejected": -136.0,
635
- "loss": 0.1318,
636
- "rewards/accuracies": 0.949999988079071,
637
- "rewards/chosen": 0.5234375,
638
- "rewards/margins": 3.828125,
639
- "rewards/rejected": -3.3125,
640
  "step": 400
641
  },
642
  {
643
  "epoch": 1.3099041533546325,
644
- "grad_norm": 38.28309104781088,
645
  "learning_rate": 3.130177514792899e-07,
646
- "logits/chosen": -3.40625,
647
- "logits/rejected": -3.46875,
648
- "logps/chosen": -90.0,
649
- "logps/rejected": -130.0,
650
- "loss": 0.138,
651
- "rewards/accuracies": 0.9125000238418579,
652
- "rewards/chosen": 0.53125,
653
- "rewards/margins": 3.578125,
654
- "rewards/rejected": -3.046875,
655
  "step": 410
656
  },
657
  {
658
  "epoch": 1.34185303514377,
659
- "grad_norm": 15.178754681689357,
660
  "learning_rate": 3.071005917159763e-07,
661
- "logits/chosen": -3.4375,
662
- "logits/rejected": -3.40625,
663
- "logps/chosen": -92.5,
664
- "logps/rejected": -137.0,
665
- "loss": 0.1377,
666
  "rewards/accuracies": 0.925000011920929,
667
- "rewards/chosen": 0.388671875,
668
- "rewards/margins": 3.890625,
669
- "rewards/rejected": -3.5,
670
  "step": 420
671
  },
672
  {
673
  "epoch": 1.3738019169329074,
674
- "grad_norm": 38.06252515615029,
675
  "learning_rate": 3.011834319526627e-07,
676
- "logits/chosen": -3.5,
677
- "logits/rejected": -3.484375,
678
- "logps/chosen": -102.5,
679
- "logps/rejected": -136.0,
680
- "loss": 0.1334,
681
- "rewards/accuracies": 0.949999988079071,
682
- "rewards/chosen": 0.5078125,
683
  "rewards/margins": 3.71875,
684
- "rewards/rejected": -3.203125,
685
  "step": 430
686
  },
687
  {
688
  "epoch": 1.4057507987220448,
689
- "grad_norm": 19.397383343646702,
690
  "learning_rate": 2.952662721893491e-07,
691
- "logits/chosen": -3.609375,
692
- "logits/rejected": -3.53125,
693
- "logps/chosen": -102.0,
694
- "logps/rejected": -131.0,
695
- "loss": 0.1618,
696
- "rewards/accuracies": 0.987500011920929,
697
- "rewards/chosen": 0.95703125,
698
- "rewards/margins": 3.984375,
699
- "rewards/rejected": -3.03125,
700
  "step": 440
701
  },
702
  {
703
  "epoch": 1.4376996805111821,
704
- "grad_norm": 21.51659900182813,
705
  "learning_rate": 2.893491124260355e-07,
706
- "logits/chosen": -3.4375,
707
- "logits/rejected": -3.359375,
708
- "logps/chosen": -97.0,
709
- "logps/rejected": -147.0,
710
- "loss": 0.1678,
711
- "rewards/accuracies": 0.9375,
712
- "rewards/chosen": 0.291015625,
713
- "rewards/margins": 4.28125,
714
- "rewards/rejected": -3.96875,
715
  "step": 450
716
  },
717
  {
718
  "epoch": 1.4696485623003195,
719
- "grad_norm": 4.91974930909796,
720
  "learning_rate": 2.834319526627219e-07,
721
- "logits/chosen": -3.453125,
722
- "logits/rejected": -3.46875,
723
- "logps/chosen": -87.0,
724
- "logps/rejected": -159.0,
725
- "loss": 0.1759,
726
- "rewards/accuracies": 0.925000011920929,
727
- "rewards/chosen": 0.140625,
728
- "rewards/margins": 4.0625,
729
- "rewards/rejected": -3.921875,
730
  "step": 460
731
  },
732
  {
733
  "epoch": 1.5015974440894568,
734
- "grad_norm": 65.85227279676343,
735
  "learning_rate": 2.7751479289940824e-07,
736
- "logits/chosen": -3.515625,
737
- "logits/rejected": -3.3125,
738
- "logps/chosen": -94.0,
739
- "logps/rejected": -149.0,
740
- "loss": 0.142,
741
- "rewards/accuracies": 0.949999988079071,
742
- "rewards/chosen": 0.2373046875,
743
- "rewards/margins": 4.03125,
744
- "rewards/rejected": -3.8125,
745
  "step": 470
746
  },
747
  {
748
  "epoch": 1.5335463258785942,
749
- "grad_norm": 18.354377975306473,
750
  "learning_rate": 2.715976331360947e-07,
751
- "logits/chosen": -3.46875,
752
- "logits/rejected": -3.375,
753
- "logps/chosen": -98.0,
754
- "logps/rejected": -155.0,
755
- "loss": 0.1047,
756
- "rewards/accuracies": 0.9750000238418579,
757
- "rewards/chosen": 0.287109375,
758
- "rewards/margins": 4.625,
759
- "rewards/rejected": -4.34375,
760
  "step": 480
761
  },
762
  {
763
  "epoch": 1.5654952076677318,
764
- "grad_norm": 16.420773639490726,
765
  "learning_rate": 2.6568047337278106e-07,
766
- "logits/chosen": -3.5625,
767
- "logits/rejected": -3.390625,
768
- "logps/chosen": -100.0,
769
- "logps/rejected": -130.0,
770
- "loss": 0.1373,
771
  "rewards/accuracies": 0.949999988079071,
772
- "rewards/chosen": 0.76171875,
773
- "rewards/margins": 4.125,
774
- "rewards/rejected": -3.359375,
775
  "step": 490
776
  },
777
  {
778
  "epoch": 1.5974440894568689,
779
- "grad_norm": 43.48032898852333,
780
  "learning_rate": 2.5976331360946746e-07,
781
- "logits/chosen": -3.375,
782
- "logits/rejected": -3.359375,
783
- "logps/chosen": -94.0,
784
- "logps/rejected": -151.0,
785
- "loss": 0.1149,
786
- "rewards/accuracies": 0.9624999761581421,
787
- "rewards/chosen": 0.1669921875,
788
- "rewards/margins": 4.75,
789
- "rewards/rejected": -4.59375,
790
  "step": 500
791
  },
792
  {
793
  "epoch": 1.6293929712460065,
794
- "grad_norm": 39.88152223306465,
795
  "learning_rate": 2.538461538461538e-07,
796
- "logits/chosen": -3.390625,
797
- "logits/rejected": -3.328125,
798
- "logps/chosen": -84.5,
799
- "logps/rejected": -157.0,
800
- "loss": 0.1571,
801
- "rewards/accuracies": 0.949999988079071,
802
- "rewards/chosen": -0.201171875,
803
- "rewards/margins": 4.1875,
804
- "rewards/rejected": -4.375,
805
  "step": 510
806
  },
807
  {
808
  "epoch": 1.6613418530351438,
809
- "grad_norm": 16.23543571951759,
810
  "learning_rate": 2.479289940828402e-07,
811
- "logits/chosen": -3.53125,
812
- "logits/rejected": -3.390625,
813
- "logps/chosen": -97.0,
814
- "logps/rejected": -145.0,
815
- "loss": 0.1344,
816
- "rewards/accuracies": 0.8999999761581421,
817
- "rewards/chosen": 0.40234375,
818
- "rewards/margins": 4.15625,
819
- "rewards/rejected": -3.765625,
820
  "step": 520
821
  },
822
  {
823
  "epoch": 1.6932907348242812,
824
- "grad_norm": 30.6571237995008,
825
  "learning_rate": 2.420118343195266e-07,
826
- "logits/chosen": -3.390625,
827
- "logits/rejected": -3.1875,
828
- "logps/chosen": -87.5,
829
- "logps/rejected": -152.0,
830
- "loss": 0.1264,
831
- "rewards/accuracies": 0.949999988079071,
832
- "rewards/chosen": 0.0791015625,
833
- "rewards/margins": 4.5,
834
- "rewards/rejected": -4.40625,
835
  "step": 530
836
  },
837
  {
838
  "epoch": 1.7252396166134185,
839
- "grad_norm": 13.821155728848668,
840
  "learning_rate": 2.36094674556213e-07,
841
- "logits/chosen": -3.453125,
842
- "logits/rejected": -3.25,
843
- "logps/chosen": -108.0,
844
- "logps/rejected": -135.0,
845
- "loss": 0.1009,
846
- "rewards/accuracies": 0.9750000238418579,
847
- "rewards/chosen": 0.71875,
848
- "rewards/margins": 4.46875,
849
- "rewards/rejected": -3.75,
850
  "step": 540
851
  },
852
  {
853
  "epoch": 1.7571884984025559,
854
- "grad_norm": 25.951691798178203,
855
  "learning_rate": 2.301775147928994e-07,
856
- "logits/chosen": -3.453125,
857
- "logits/rejected": -3.25,
858
- "logps/chosen": -99.5,
859
- "logps/rejected": -141.0,
860
- "loss": 0.1441,
861
  "rewards/accuracies": 0.925000011920929,
862
- "rewards/chosen": 0.4921875,
863
- "rewards/margins": 5.0,
864
- "rewards/rejected": -4.5,
865
  "step": 550
866
  },
867
  {
868
  "epoch": 1.7891373801916934,
869
- "grad_norm": 12.667867070291107,
870
  "learning_rate": 2.242603550295858e-07,
871
- "logits/chosen": -3.34375,
872
- "logits/rejected": -3.25,
873
- "logps/chosen": -103.0,
874
- "logps/rejected": -158.0,
875
- "loss": 0.1124,
876
- "rewards/accuracies": 0.9375,
877
- "rewards/chosen": 0.07958984375,
878
- "rewards/margins": 4.6875,
879
- "rewards/rejected": -4.59375,
880
  "step": 560
881
  },
882
  {
883
  "epoch": 1.8210862619808306,
884
- "grad_norm": 66.98788513046767,
885
  "learning_rate": 2.1834319526627217e-07,
886
- "logits/chosen": -3.484375,
887
- "logits/rejected": -3.359375,
888
- "logps/chosen": -100.5,
889
- "logps/rejected": -148.0,
890
- "loss": 0.1575,
891
- "rewards/accuracies": 0.887499988079071,
892
- "rewards/chosen": 0.44140625,
893
- "rewards/margins": 4.125,
894
- "rewards/rejected": -3.6875,
895
  "step": 570
896
  },
897
  {
898
  "epoch": 1.8530351437699681,
899
- "grad_norm": 22.80146314369706,
900
  "learning_rate": 2.1242603550295858e-07,
901
- "logits/chosen": -3.515625,
902
- "logits/rejected": -3.28125,
903
- "logps/chosen": -103.5,
904
- "logps/rejected": -146.0,
905
- "loss": 0.146,
906
- "rewards/accuracies": 0.8999999761581421,
907
- "rewards/chosen": 0.392578125,
908
- "rewards/margins": 4.375,
909
- "rewards/rejected": -3.984375,
910
  "step": 580
911
  },
912
  {
913
  "epoch": 1.8849840255591053,
914
- "grad_norm": 22.73841977980904,
915
  "learning_rate": 2.0650887573964496e-07,
916
- "logits/chosen": -3.53125,
917
- "logits/rejected": -3.34375,
918
- "logps/chosen": -103.5,
919
- "logps/rejected": -149.0,
920
- "loss": 0.1338,
921
- "rewards/accuracies": 0.949999988079071,
922
- "rewards/chosen": 0.30078125,
923
- "rewards/margins": 4.5625,
924
- "rewards/rejected": -4.25,
925
  "step": 590
926
  },
927
  {
928
  "epoch": 1.9169329073482428,
929
- "grad_norm": 38.211271754825084,
930
  "learning_rate": 2.0059171597633133e-07,
931
- "logits/chosen": -3.5625,
932
- "logits/rejected": -3.296875,
933
- "logps/chosen": -101.5,
934
- "logps/rejected": -138.0,
935
- "loss": 0.1455,
936
- "rewards/accuracies": 0.9624999761581421,
937
- "rewards/chosen": 0.578125,
938
- "rewards/margins": 4.53125,
939
- "rewards/rejected": -3.96875,
940
  "step": 600
941
  },
942
  {
943
  "epoch": 1.9488817891373802,
944
- "grad_norm": 20.886358667126427,
945
  "learning_rate": 1.9467455621301774e-07,
946
- "logits/chosen": -3.21875,
947
- "logits/rejected": -3.296875,
948
- "logps/chosen": -86.5,
949
- "logps/rejected": -165.0,
950
- "loss": 0.1428,
951
- "rewards/accuracies": 0.9750000238418579,
952
- "rewards/chosen": -0.004638671875,
953
- "rewards/margins": 4.40625,
954
- "rewards/rejected": -4.40625,
955
  "step": 610
956
  },
957
  {
958
  "epoch": 1.9808306709265175,
959
- "grad_norm": 26.719930163743193,
960
  "learning_rate": 1.8875739644970412e-07,
961
- "logits/chosen": -3.421875,
962
- "logits/rejected": -3.28125,
963
- "logps/chosen": -101.5,
964
- "logps/rejected": -154.0,
965
- "loss": 0.1191,
966
- "rewards/accuracies": 0.9750000238418579,
967
- "rewards/chosen": 0.29296875,
968
- "rewards/margins": 5.15625,
969
- "rewards/rejected": -4.875,
970
  "step": 620
971
  },
972
  {
973
  "epoch": 2.0,
974
- "eval_logits/chosen": -3.4375,
975
- "eval_logits/rejected": -3.34375,
976
- "eval_logps/chosen": -108.5,
977
- "eval_logps/rejected": -137.0,
978
- "eval_loss": 0.6070312261581421,
979
- "eval_rewards/accuracies": 0.6964285969734192,
980
- "eval_rewards/chosen": -1.125,
981
- "eval_rewards/margins": 1.3828125,
982
- "eval_rewards/rejected": -2.515625,
983
- "eval_runtime": 12.3074,
984
- "eval_samples_per_second": 16.25,
985
- "eval_steps_per_second": 0.569,
986
  "step": 626
987
  },
988
  {
989
  "epoch": 2.012779552715655,
990
- "grad_norm": 233.3927856017294,
991
  "learning_rate": 1.8284023668639053e-07,
992
- "logits/chosen": -3.453125,
993
- "logits/rejected": -3.390625,
994
- "logps/chosen": -90.0,
995
- "logps/rejected": -156.0,
996
- "loss": 0.1624,
997
- "rewards/accuracies": 0.925000011920929,
998
- "rewards/chosen": 0.060791015625,
999
- "rewards/margins": 4.25,
1000
- "rewards/rejected": -4.21875,
1001
  "step": 630
1002
  },
1003
  {
1004
  "epoch": 2.0447284345047922,
1005
- "grad_norm": 6.8655748966408305,
1006
  "learning_rate": 1.7692307692307693e-07,
1007
- "logits/chosen": -3.40625,
1008
- "logits/rejected": -3.28125,
1009
- "logps/chosen": -102.0,
1010
- "logps/rejected": -150.0,
1011
- "loss": 0.0546,
1012
  "rewards/accuracies": 0.987500011920929,
1013
- "rewards/chosen": 0.51953125,
1014
- "rewards/margins": 5.3125,
1015
- "rewards/rejected": -4.8125,
1016
  "step": 640
1017
  },
1018
  {
1019
  "epoch": 2.07667731629393,
1020
- "grad_norm": 5.52148734018718,
1021
  "learning_rate": 1.710059171597633e-07,
1022
- "logits/chosen": -3.46875,
1023
- "logits/rejected": -3.125,
1024
- "logps/chosen": -103.0,
1025
- "logps/rejected": -152.0,
1026
- "loss": 0.0275,
1027
- "rewards/accuracies": 0.987500011920929,
1028
- "rewards/chosen": 0.64453125,
1029
- "rewards/margins": 5.8125,
1030
- "rewards/rejected": -5.1875,
1031
  "step": 650
1032
  },
1033
  {
1034
  "epoch": 2.108626198083067,
1035
- "grad_norm": 5.945489873996584,
1036
  "learning_rate": 1.650887573964497e-07,
1037
- "logits/chosen": -3.53125,
1038
- "logits/rejected": -3.140625,
1039
- "logps/chosen": -94.0,
1040
- "logps/rejected": -163.0,
1041
- "loss": 0.0346,
1042
- "rewards/accuracies": 0.987500011920929,
1043
- "rewards/chosen": 0.3125,
1044
- "rewards/margins": 6.28125,
1045
- "rewards/rejected": -5.96875,
1046
  "step": 660
1047
  },
1048
  {
1049
  "epoch": 2.1405750798722045,
1050
- "grad_norm": 15.641153990271073,
1051
  "learning_rate": 1.591715976331361e-07,
1052
- "logits/chosen": -3.46875,
1053
- "logits/rejected": -3.203125,
1054
- "logps/chosen": -95.0,
1055
- "logps/rejected": -172.0,
1056
- "loss": 0.0404,
1057
- "rewards/accuracies": 0.987500011920929,
1058
- "rewards/chosen": 0.28125,
1059
- "rewards/margins": 6.5625,
1060
- "rewards/rejected": -6.28125,
1061
  "step": 670
1062
  },
1063
  {
1064
  "epoch": 2.1725239616613417,
1065
- "grad_norm": 12.428538162453988,
1066
  "learning_rate": 1.5325443786982248e-07,
1067
- "logits/chosen": -3.265625,
1068
- "logits/rejected": -3.109375,
1069
- "logps/chosen": -107.5,
1070
- "logps/rejected": -170.0,
1071
- "loss": 0.037,
1072
- "rewards/accuracies": 0.9750000238418579,
1073
- "rewards/chosen": 0.265625,
1074
- "rewards/margins": 6.625,
1075
- "rewards/rejected": -6.375,
1076
  "step": 680
1077
  },
1078
  {
1079
  "epoch": 2.2044728434504792,
1080
- "grad_norm": 4.017973551269618,
1081
  "learning_rate": 1.4733727810650885e-07,
1082
- "logits/chosen": -3.25,
1083
- "logits/rejected": -3.109375,
1084
- "logps/chosen": -108.0,
1085
- "logps/rejected": -173.0,
1086
- "loss": 0.037,
1087
  "rewards/accuracies": 0.987500011920929,
1088
- "rewards/chosen": 0.302734375,
1089
- "rewards/margins": 7.0,
1090
- "rewards/rejected": -6.6875,
1091
  "step": 690
1092
  },
1093
  {
1094
  "epoch": 2.236421725239617,
1095
- "grad_norm": 86.48671040112693,
1096
  "learning_rate": 1.4142011834319526e-07,
1097
- "logits/chosen": -3.28125,
1098
- "logits/rejected": -3.0625,
1099
- "logps/chosen": -97.0,
1100
- "logps/rejected": -173.0,
1101
- "loss": 0.0335,
1102
- "rewards/accuracies": 0.9750000238418579,
1103
- "rewards/chosen": -0.2236328125,
1104
- "rewards/margins": 7.4375,
1105
- "rewards/rejected": -7.65625,
1106
  "step": 700
1107
  },
1108
  {
1109
  "epoch": 2.268370607028754,
1110
- "grad_norm": 3.430888312255222,
1111
  "learning_rate": 1.3550295857988164e-07,
1112
- "logits/chosen": -3.15625,
1113
- "logits/rejected": -3.125,
1114
- "logps/chosen": -108.0,
1115
- "logps/rejected": -192.0,
1116
- "loss": 0.0355,
1117
- "rewards/accuracies": 0.9750000238418579,
1118
- "rewards/chosen": -0.9765625,
1119
- "rewards/margins": 7.53125,
1120
- "rewards/rejected": -8.5,
1121
  "step": 710
1122
  },
1123
  {
1124
  "epoch": 2.3003194888178915,
1125
- "grad_norm": 7.379623913134848,
1126
  "learning_rate": 1.2958579881656802e-07,
1127
- "logits/chosen": -3.34375,
1128
- "logits/rejected": -3.25,
1129
- "logps/chosen": -101.5,
1130
- "logps/rejected": -163.0,
1131
- "loss": 0.0452,
1132
- "rewards/accuracies": 0.9750000238418579,
1133
- "rewards/chosen": 0.0230712890625,
1134
- "rewards/margins": 6.53125,
1135
- "rewards/rejected": -6.5,
1136
  "step": 720
1137
  },
1138
  {
1139
  "epoch": 2.3322683706070286,
1140
- "grad_norm": 16.067536241252174,
1141
  "learning_rate": 1.2366863905325443e-07,
1142
- "logits/chosen": -3.40625,
1143
- "logits/rejected": -3.25,
1144
- "logps/chosen": -104.0,
1145
- "logps/rejected": -183.0,
1146
- "loss": 0.0485,
1147
- "rewards/accuracies": 0.987500011920929,
1148
- "rewards/chosen": -0.265625,
1149
- "rewards/margins": 7.0625,
1150
- "rewards/rejected": -7.3125,
1151
  "step": 730
1152
  },
1153
  {
1154
  "epoch": 2.364217252396166,
1155
- "grad_norm": 8.775321084313918,
1156
  "learning_rate": 1.1775147928994082e-07,
1157
- "logits/chosen": -3.25,
1158
- "logits/rejected": -3.1875,
1159
- "logps/chosen": -101.5,
1160
- "logps/rejected": -198.0,
1161
- "loss": 0.0573,
1162
- "rewards/accuracies": 0.949999988079071,
1163
- "rewards/chosen": -1.109375,
1164
- "rewards/margins": 7.1875,
1165
- "rewards/rejected": -8.3125,
1166
  "step": 740
1167
  },
1168
  {
1169
  "epoch": 2.3961661341853033,
1170
- "grad_norm": 2.7323617705921777,
1171
  "learning_rate": 1.1183431952662721e-07,
1172
- "logits/chosen": -3.203125,
1173
- "logits/rejected": -3.125,
1174
- "logps/chosen": -101.0,
1175
- "logps/rejected": -190.0,
1176
- "loss": 0.0264,
1177
  "rewards/accuracies": 1.0,
1178
- "rewards/chosen": -0.60546875,
1179
- "rewards/margins": 8.0,
1180
- "rewards/rejected": -8.625,
1181
  "step": 750
1182
  },
1183
  {
1184
  "epoch": 2.428115015974441,
1185
- "grad_norm": 26.885338666699912,
1186
  "learning_rate": 1.059171597633136e-07,
1187
- "logits/chosen": -3.296875,
1188
- "logits/rejected": -3.15625,
1189
- "logps/chosen": -100.0,
1190
- "logps/rejected": -168.0,
1191
- "loss": 0.0437,
1192
- "rewards/accuracies": 0.949999988079071,
1193
- "rewards/chosen": -0.12255859375,
1194
- "rewards/margins": 6.75,
1195
- "rewards/rejected": -6.875,
1196
  "step": 760
1197
  },
1198
  {
1199
  "epoch": 2.460063897763578,
1200
- "grad_norm": 4.85033080386058,
1201
  "learning_rate": 1e-07,
1202
- "logits/chosen": -3.171875,
1203
- "logits/rejected": -3.265625,
1204
- "logps/chosen": -97.0,
1205
- "logps/rejected": -188.0,
1206
- "loss": 0.0788,
1207
  "rewards/accuracies": 1.0,
1208
- "rewards/chosen": -0.474609375,
1209
- "rewards/margins": 7.6875,
1210
- "rewards/rejected": -8.125,
1211
  "step": 770
1212
  },
1213
  {
1214
  "epoch": 2.4920127795527156,
1215
- "grad_norm": 205.54438620209856,
1216
  "learning_rate": 9.408284023668639e-08,
1217
- "logits/chosen": -3.25,
1218
- "logits/rejected": -3.234375,
1219
- "logps/chosen": -96.0,
1220
- "logps/rejected": -186.0,
1221
- "loss": 0.0678,
1222
- "rewards/accuracies": 0.9750000238418579,
1223
- "rewards/chosen": -0.177734375,
1224
- "rewards/margins": 7.3125,
1225
- "rewards/rejected": -7.5,
1226
  "step": 780
1227
  },
1228
  {
1229
  "epoch": 2.523961661341853,
1230
- "grad_norm": 28.433975567152338,
1231
  "learning_rate": 8.816568047337278e-08,
1232
- "logits/chosen": -3.15625,
1233
- "logits/rejected": -3.03125,
1234
- "logps/chosen": -98.5,
1235
- "logps/rejected": -188.0,
1236
- "loss": 0.031,
1237
- "rewards/accuracies": 1.0,
1238
- "rewards/chosen": -0.91796875,
1239
- "rewards/margins": 7.5,
1240
- "rewards/rejected": -8.4375,
1241
  "step": 790
1242
  },
1243
  {
1244
  "epoch": 2.5559105431309903,
1245
- "grad_norm": 4.2386789501934965,
1246
  "learning_rate": 8.224852071005916e-08,
1247
- "logits/chosen": -3.265625,
1248
- "logits/rejected": -3.03125,
1249
- "logps/chosen": -110.5,
1250
- "logps/rejected": -175.0,
1251
- "loss": 0.0499,
1252
- "rewards/accuracies": 1.0,
1253
- "rewards/chosen": -0.353515625,
1254
- "rewards/margins": 7.15625,
1255
- "rewards/rejected": -7.5,
1256
  "step": 800
1257
  },
1258
  {
1259
  "epoch": 2.587859424920128,
1260
- "grad_norm": 6.261571908946508,
1261
  "learning_rate": 7.633136094674555e-08,
1262
- "logits/chosen": -3.234375,
1263
- "logits/rejected": -3.09375,
1264
- "logps/chosen": -104.5,
1265
- "logps/rejected": -185.0,
1266
- "loss": 0.0425,
1267
- "rewards/accuracies": 0.9750000238418579,
1268
- "rewards/chosen": -0.7890625,
1269
- "rewards/margins": 7.3125,
1270
- "rewards/rejected": -8.125,
1271
  "step": 810
1272
  },
1273
  {
1274
  "epoch": 2.619808306709265,
1275
- "grad_norm": 43.7884576040152,
1276
  "learning_rate": 7.041420118343195e-08,
1277
- "logits/chosen": -3.15625,
1278
- "logits/rejected": -3.140625,
1279
- "logps/chosen": -107.0,
1280
- "logps/rejected": -193.0,
1281
- "loss": 0.0592,
1282
  "rewards/accuracies": 1.0,
1283
- "rewards/chosen": -0.404296875,
1284
- "rewards/margins": 7.59375,
1285
- "rewards/rejected": -8.0,
1286
  "step": 820
1287
  },
1288
  {
1289
  "epoch": 2.6517571884984026,
1290
- "grad_norm": 7.063030707335778,
1291
  "learning_rate": 6.449704142011835e-08,
1292
- "logits/chosen": -3.203125,
1293
- "logits/rejected": -3.25,
1294
- "logps/chosen": -107.5,
1295
- "logps/rejected": -219.0,
1296
- "loss": 0.0132,
1297
- "rewards/accuracies": 0.987500011920929,
1298
- "rewards/chosen": -1.0,
1299
- "rewards/margins": 8.6875,
1300
- "rewards/rejected": -9.6875,
1301
  "step": 830
1302
  },
1303
  {
1304
  "epoch": 2.68370607028754,
1305
- "grad_norm": 31.69985105836376,
1306
  "learning_rate": 5.857988165680473e-08,
1307
- "logits/chosen": -3.234375,
1308
- "logits/rejected": -3.125,
1309
- "logps/chosen": -110.0,
1310
- "logps/rejected": -194.0,
1311
- "loss": 0.0767,
1312
- "rewards/accuracies": 0.9624999761581421,
1313
- "rewards/chosen": -1.40625,
1314
- "rewards/margins": 7.375,
1315
- "rewards/rejected": -8.8125,
1316
  "step": 840
1317
  },
1318
  {
1319
  "epoch": 2.7156549520766773,
1320
- "grad_norm": 36.344404095239184,
1321
  "learning_rate": 5.266272189349112e-08,
1322
- "logits/chosen": -3.171875,
1323
- "logits/rejected": -3.15625,
1324
- "logps/chosen": -110.0,
1325
- "logps/rejected": -196.0,
1326
- "loss": 0.0383,
1327
- "rewards/accuracies": 0.9750000238418579,
1328
- "rewards/chosen": -1.234375,
1329
- "rewards/margins": 7.71875,
1330
- "rewards/rejected": -8.9375,
1331
  "step": 850
1332
  },
1333
  {
1334
  "epoch": 2.747603833865815,
1335
- "grad_norm": 26.561166415223443,
1336
  "learning_rate": 4.674556213017751e-08,
1337
- "logits/chosen": -3.296875,
1338
- "logits/rejected": -3.328125,
1339
- "logps/chosen": -109.5,
1340
- "logps/rejected": -183.0,
1341
- "loss": 0.0619,
1342
- "rewards/accuracies": 0.9624999761581421,
1343
- "rewards/chosen": -1.28125,
1344
- "rewards/margins": 6.5625,
1345
- "rewards/rejected": -7.84375,
1346
  "step": 860
1347
  },
1348
  {
1349
  "epoch": 2.779552715654952,
1350
- "grad_norm": 51.634391271169434,
1351
  "learning_rate": 4.082840236686391e-08,
1352
- "logits/chosen": -3.34375,
1353
- "logits/rejected": -3.078125,
1354
- "logps/chosen": -115.5,
1355
- "logps/rejected": -175.0,
1356
- "loss": 0.0302,
1357
- "rewards/accuracies": 0.9624999761581421,
1358
- "rewards/chosen": -0.75,
1359
- "rewards/margins": 7.78125,
1360
- "rewards/rejected": -8.5625,
1361
  "step": 870
1362
  },
1363
  {
1364
  "epoch": 2.8115015974440896,
1365
- "grad_norm": 4.862668702951866,
1366
  "learning_rate": 3.4911242603550294e-08,
1367
- "logits/chosen": -3.109375,
1368
- "logits/rejected": -3.1875,
1369
- "logps/chosen": -110.0,
1370
- "logps/rejected": -192.0,
1371
- "loss": 0.0318,
1372
  "rewards/accuracies": 0.987500011920929,
1373
- "rewards/chosen": -1.3125,
1374
- "rewards/margins": 8.125,
1375
- "rewards/rejected": -9.375,
1376
  "step": 880
1377
  },
1378
  {
1379
  "epoch": 2.8434504792332267,
1380
- "grad_norm": 5.808427284559429,
1381
  "learning_rate": 2.8994082840236687e-08,
1382
- "logits/chosen": -3.09375,
1383
- "logits/rejected": -3.21875,
1384
- "logps/chosen": -118.5,
1385
- "logps/rejected": -202.0,
1386
- "loss": 0.0413,
1387
- "rewards/accuracies": 0.987500011920929,
1388
- "rewards/chosen": -1.6171875,
1389
- "rewards/margins": 8.25,
1390
- "rewards/rejected": -9.8125,
1391
  "step": 890
1392
  },
1393
  {
1394
  "epoch": 2.8753993610223643,
1395
- "grad_norm": 1.47350840913393,
1396
  "learning_rate": 2.3076923076923076e-08,
1397
- "logits/chosen": -3.21875,
1398
- "logits/rejected": -3.171875,
1399
- "logps/chosen": -102.5,
1400
- "logps/rejected": -202.0,
1401
- "loss": 0.024,
1402
- "rewards/accuracies": 0.987500011920929,
1403
- "rewards/chosen": -1.3046875,
1404
- "rewards/margins": 8.4375,
1405
- "rewards/rejected": -9.75,
1406
  "step": 900
1407
  },
1408
  {
1409
  "epoch": 2.9073482428115014,
1410
- "grad_norm": 35.85817350730659,
1411
  "learning_rate": 1.7159763313609465e-08,
1412
- "logits/chosen": -3.265625,
1413
- "logits/rejected": -3.234375,
1414
- "logps/chosen": -116.5,
1415
- "logps/rejected": -181.0,
1416
- "loss": 0.0377,
1417
- "rewards/accuracies": 0.987500011920929,
1418
- "rewards/chosen": -0.474609375,
1419
- "rewards/margins": 7.96875,
1420
- "rewards/rejected": -8.4375,
1421
  "step": 910
1422
  },
1423
  {
1424
  "epoch": 2.939297124600639,
1425
- "grad_norm": 2.972228065765212,
1426
  "learning_rate": 1.1242603550295858e-08,
1427
- "logits/chosen": -3.1875,
1428
- "logits/rejected": -3.28125,
1429
- "logps/chosen": -107.5,
1430
- "logps/rejected": -200.0,
1431
- "loss": 0.0497,
1432
- "rewards/accuracies": 0.9750000238418579,
1433
- "rewards/chosen": -1.109375,
1434
- "rewards/margins": 8.0625,
1435
- "rewards/rejected": -9.1875,
1436
  "step": 920
1437
  },
1438
  {
1439
  "epoch": 2.9712460063897765,
1440
- "grad_norm": 41.76203114287835,
1441
  "learning_rate": 5.325443786982248e-09,
1442
- "logits/chosen": -3.125,
1443
- "logits/rejected": -3.03125,
1444
- "logps/chosen": -96.5,
1445
- "logps/rejected": -183.0,
1446
- "loss": 0.0546,
1447
- "rewards/accuracies": 0.9624999761581421,
1448
- "rewards/chosen": -1.0234375,
1449
- "rewards/margins": 7.71875,
1450
- "rewards/rejected": -8.75,
1451
  "step": 930
1452
  },
1453
  {
1454
  "epoch": 3.0,
1455
- "eval_logits/chosen": -3.328125,
1456
- "eval_logits/rejected": -3.1875,
1457
- "eval_logps/chosen": -133.0,
1458
- "eval_logps/rejected": -166.0,
1459
- "eval_loss": 0.8457812666893005,
1460
- "eval_rewards/accuracies": 0.6785714030265808,
1461
- "eval_rewards/chosen": -3.546875,
1462
- "eval_rewards/margins": 1.8359375,
1463
- "eval_rewards/rejected": -5.40625,
1464
- "eval_runtime": 15.4802,
1465
- "eval_samples_per_second": 12.92,
1466
- "eval_steps_per_second": 0.452,
1467
  "step": 939
1468
  },
1469
  {
1470
  "epoch": 3.0,
1471
  "step": 939,
1472
  "total_flos": 0.0,
1473
- "train_loss": 0.23619326285787792,
1474
- "train_runtime": 4850.984,
1475
- "train_samples_per_second": 6.184,
1476
- "train_steps_per_second": 0.194
1477
  }
1478
  ],
1479
  "logging_steps": 10,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.003194888178913738,
13
+ "grad_norm": 106.83801953543872,
14
  "learning_rate": 5.3191489361702125e-09,
15
+ "logits/chosen": -3.578125,
16
+ "logits/rejected": -3.421875,
17
+ "logps/chosen": -282.0,
18
+ "logps/rejected": -290.0,
19
  "loss": 0.6914,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
 
25
  },
26
  {
27
  "epoch": 0.03194888178913738,
28
+ "grad_norm": 98.60082387787162,
29
  "learning_rate": 5.3191489361702123e-08,
30
+ "logits/chosen": -3.484375,
31
+ "logits/rejected": -3.390625,
32
+ "logps/chosen": -274.0,
33
+ "logps/rejected": -278.0,
34
+ "loss": 0.6868,
35
+ "rewards/accuracies": 0.1388888955116272,
36
+ "rewards/chosen": -0.00970458984375,
37
+ "rewards/margins": 6.794929504394531e-06,
38
+ "rewards/rejected": -0.009765625,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.06389776357827476,
43
+ "grad_norm": 116.57506460735225,
44
  "learning_rate": 1.0638297872340425e-07,
45
+ "logits/chosen": -3.421875,
46
+ "logits/rejected": -3.421875,
47
+ "logps/chosen": -280.0,
48
+ "logps/rejected": -266.0,
49
+ "loss": 0.6537,
50
+ "rewards/accuracies": 0.637499988079071,
51
+ "rewards/chosen": -0.03125,
52
+ "rewards/margins": 0.12158203125,
53
+ "rewards/rejected": -0.15234375,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.09584664536741214,
58
+ "grad_norm": 78.04564900745318,
59
  "learning_rate": 1.5957446808510638e-07,
60
+ "logits/chosen": -3.34375,
61
+ "logits/rejected": -3.484375,
62
+ "logps/chosen": -276.0,
63
+ "logps/rejected": -268.0,
64
+ "loss": 0.6477,
65
+ "rewards/accuracies": 0.625,
66
+ "rewards/chosen": -0.1552734375,
67
+ "rewards/margins": 0.1826171875,
68
+ "rewards/rejected": -0.337890625,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.12779552715654952,
73
+ "grad_norm": 104.09831779598169,
74
  "learning_rate": 2.127659574468085e-07,
75
+ "logits/chosen": -3.46875,
76
+ "logits/rejected": -3.421875,
77
+ "logps/chosen": -272.0,
78
+ "logps/rejected": -276.0,
79
+ "loss": 0.5849,
80
+ "rewards/accuracies": 0.6625000238418579,
81
+ "rewards/chosen": -0.1923828125,
82
+ "rewards/margins": 0.341796875,
83
+ "rewards/rejected": -0.53515625,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.1597444089456869,
88
+ "grad_norm": 83.06087118508516,
89
  "learning_rate": 2.659574468085106e-07,
90
+ "logits/chosen": -3.375,
91
+ "logits/rejected": -3.40625,
92
+ "logps/chosen": -278.0,
93
+ "logps/rejected": -274.0,
94
+ "loss": 0.6062,
95
+ "rewards/accuracies": 0.6000000238418579,
96
+ "rewards/chosen": -0.34375,
97
+ "rewards/margins": 0.244140625,
98
+ "rewards/rejected": -0.5859375,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.19169329073482427,
103
+ "grad_norm": 85.2326419243345,
104
  "learning_rate": 3.1914893617021275e-07,
105
+ "logits/chosen": -3.28125,
106
+ "logits/rejected": -3.3125,
107
+ "logps/chosen": -280.0,
108
+ "logps/rejected": -276.0,
109
+ "loss": 0.5718,
110
+ "rewards/accuracies": 0.7124999761581421,
111
+ "rewards/chosen": -0.314453125,
112
+ "rewards/margins": 0.5546875,
113
+ "rewards/rejected": -0.87109375,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.22364217252396165,
118
+ "grad_norm": 85.35363076925235,
119
  "learning_rate": 3.7234042553191484e-07,
120
+ "logits/chosen": -3.28125,
121
+ "logits/rejected": -3.296875,
122
+ "logps/chosen": -278.0,
123
+ "logps/rejected": -278.0,
124
+ "loss": 0.5627,
125
+ "rewards/accuracies": 0.6625000238418579,
126
+ "rewards/chosen": -0.244140625,
127
+ "rewards/margins": 0.451171875,
128
+ "rewards/rejected": -0.6953125,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.25559105431309903,
133
+ "grad_norm": 80.13630527816748,
134
  "learning_rate": 4.25531914893617e-07,
135
+ "logits/chosen": -3.328125,
136
+ "logits/rejected": -3.296875,
137
+ "logps/chosen": -280.0,
138
+ "logps/rejected": -274.0,
139
+ "loss": 0.5984,
140
+ "rewards/accuracies": 0.699999988079071,
141
+ "rewards/chosen": -0.3203125,
142
+ "rewards/margins": 0.546875,
143
+ "rewards/rejected": -0.8671875,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.28753993610223644,
148
+ "grad_norm": 64.74916812090929,
149
  "learning_rate": 4.787234042553192e-07,
150
+ "logits/chosen": -3.375,
151
+ "logits/rejected": -3.296875,
152
+ "logps/chosen": -274.0,
153
+ "logps/rejected": -278.0,
154
+ "loss": 0.5594,
155
+ "rewards/accuracies": 0.6875,
156
+ "rewards/chosen": -0.224609375,
157
+ "rewards/margins": 0.69921875,
158
  "rewards/rejected": -0.921875,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.3194888178913738,
163
+ "grad_norm": 62.874343395319244,
164
  "learning_rate": 4.964497041420119e-07,
165
+ "logits/chosen": -3.34375,
166
+ "logits/rejected": -3.34375,
167
+ "logps/chosen": -280.0,
168
+ "logps/rejected": -268.0,
169
+ "loss": 0.5807,
170
+ "rewards/accuracies": 0.675000011920929,
171
+ "rewards/chosen": -0.3203125,
172
+ "rewards/margins": 0.55078125,
173
+ "rewards/rejected": -0.87109375,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.3514376996805112,
178
+ "grad_norm": 65.70150692167816,
179
  "learning_rate": 4.905325443786982e-07,
180
+ "logits/chosen": -3.28125,
181
+ "logits/rejected": -3.328125,
182
+ "logps/chosen": -276.0,
183
+ "logps/rejected": -286.0,
184
+ "loss": 0.5878,
185
+ "rewards/accuracies": 0.7124999761581421,
186
+ "rewards/chosen": -0.1162109375,
187
+ "rewards/margins": 0.75,
188
+ "rewards/rejected": -0.8671875,
189
  "step": 110
190
  },
191
  {
192
  "epoch": 0.38338658146964855,
193
+ "grad_norm": 66.45326771352913,
194
  "learning_rate": 4.846153846153846e-07,
195
+ "logits/chosen": -3.296875,
196
+ "logits/rejected": -3.375,
197
+ "logps/chosen": -280.0,
198
+ "logps/rejected": -276.0,
199
+ "loss": 0.5633,
200
+ "rewards/accuracies": 0.6875,
201
+ "rewards/chosen": -0.1328125,
202
+ "rewards/margins": 0.67578125,
203
+ "rewards/rejected": -0.80859375,
204
  "step": 120
205
  },
206
  {
207
  "epoch": 0.41533546325878595,
208
+ "grad_norm": 83.00130651053203,
209
  "learning_rate": 4.78698224852071e-07,
210
+ "logits/chosen": -3.3125,
211
+ "logits/rejected": -3.296875,
212
+ "logps/chosen": -282.0,
213
+ "logps/rejected": -276.0,
214
+ "loss": 0.5831,
215
+ "rewards/accuracies": 0.737500011920929,
216
+ "rewards/chosen": 0.05224609375,
217
+ "rewards/margins": 1.0625,
218
+ "rewards/rejected": -1.0078125,
219
  "step": 130
220
  },
221
  {
222
  "epoch": 0.4472843450479233,
223
+ "grad_norm": 65.14922163628061,
224
  "learning_rate": 4.727810650887574e-07,
225
+ "logits/chosen": -3.328125,
226
+ "logits/rejected": -3.34375,
227
+ "logps/chosen": -276.0,
228
+ "logps/rejected": -284.0,
229
+ "loss": 0.5408,
230
+ "rewards/accuracies": 0.737500011920929,
231
+ "rewards/chosen": 0.02001953125,
232
+ "rewards/margins": 0.97265625,
233
+ "rewards/rejected": -0.953125,
234
  "step": 140
235
  },
236
  {
237
  "epoch": 0.4792332268370607,
238
+ "grad_norm": 69.5805163425697,
239
  "learning_rate": 4.668639053254438e-07,
240
+ "logits/chosen": -3.3125,
241
+ "logits/rejected": -3.328125,
242
+ "logps/chosen": -266.0,
243
+ "logps/rejected": -278.0,
244
+ "loss": 0.5394,
245
+ "rewards/accuracies": 0.7124999761581421,
246
+ "rewards/chosen": 0.047607421875,
247
+ "rewards/margins": 0.890625,
248
+ "rewards/rejected": -0.84375,
249
  "step": 150
250
  },
251
  {
252
  "epoch": 0.5111821086261981,
253
+ "grad_norm": 67.64968360037635,
254
  "learning_rate": 4.6094674556213014e-07,
255
+ "logits/chosen": -3.328125,
256
+ "logits/rejected": -3.171875,
257
+ "logps/chosen": -270.0,
258
+ "logps/rejected": -288.0,
259
+ "loss": 0.6143,
260
+ "rewards/accuracies": 0.6625000238418579,
261
+ "rewards/chosen": -0.26171875,
262
+ "rewards/margins": 0.83984375,
263
+ "rewards/rejected": -1.1015625,
264
  "step": 160
265
  },
266
  {
267
  "epoch": 0.5431309904153354,
268
+ "grad_norm": 75.9892459922825,
269
  "learning_rate": 4.5502958579881655e-07,
270
+ "logits/chosen": -3.265625,
271
+ "logits/rejected": -3.171875,
272
+ "logps/chosen": -278.0,
273
+ "logps/rejected": -290.0,
274
+ "loss": 0.5603,
275
+ "rewards/accuracies": 0.6625000238418579,
276
+ "rewards/chosen": -0.44140625,
277
+ "rewards/margins": 0.796875,
278
+ "rewards/rejected": -1.234375,
279
  "step": 170
280
  },
281
  {
282
  "epoch": 0.5750798722044729,
283
+ "grad_norm": 90.65062968036268,
284
  "learning_rate": 4.491124260355029e-07,
285
+ "logits/chosen": -3.203125,
286
+ "logits/rejected": -3.1875,
287
+ "logps/chosen": -278.0,
288
+ "logps/rejected": -282.0,
289
+ "loss": 0.6629,
290
+ "rewards/accuracies": 0.675000011920929,
291
+ "rewards/chosen": -0.306640625,
292
+ "rewards/margins": 0.75,
293
+ "rewards/rejected": -1.0546875,
294
  "step": 180
295
  },
296
  {
297
  "epoch": 0.6070287539936102,
298
+ "grad_norm": 108.28762791772537,
299
  "learning_rate": 4.4319526627218936e-07,
300
+ "logits/chosen": -3.234375,
301
+ "logits/rejected": -3.28125,
302
+ "logps/chosen": -280.0,
303
+ "logps/rejected": -280.0,
304
+ "loss": 0.5251,
305
+ "rewards/accuracies": 0.699999988079071,
306
+ "rewards/chosen": -0.208984375,
307
+ "rewards/margins": 1.0390625,
308
+ "rewards/rejected": -1.25,
309
  "step": 190
310
  },
311
  {
312
  "epoch": 0.6389776357827476,
313
+ "grad_norm": 78.98605565885474,
314
  "learning_rate": 4.372781065088757e-07,
315
+ "logits/chosen": -3.3125,
316
+ "logits/rejected": -3.171875,
317
+ "logps/chosen": -278.0,
318
+ "logps/rejected": -288.0,
319
+ "loss": 0.5118,
320
+ "rewards/accuracies": 0.7124999761581421,
321
+ "rewards/chosen": -0.296875,
322
+ "rewards/margins": 1.015625,
323
+ "rewards/rejected": -1.3125,
324
  "step": 200
325
  },
326
  {
327
  "epoch": 0.670926517571885,
328
+ "grad_norm": 77.91455442318774,
329
  "learning_rate": 4.313609467455621e-07,
330
+ "logits/chosen": -3.234375,
331
+ "logits/rejected": -3.1875,
332
+ "logps/chosen": -272.0,
333
+ "logps/rejected": -288.0,
334
+ "loss": 0.5157,
335
+ "rewards/accuracies": 0.7124999761581421,
336
+ "rewards/chosen": -0.14453125,
337
+ "rewards/margins": 1.015625,
338
+ "rewards/rejected": -1.15625,
339
  "step": 210
340
  },
341
  {
342
  "epoch": 0.7028753993610224,
343
+ "grad_norm": 63.1172852867484,
344
  "learning_rate": 4.2544378698224847e-07,
345
+ "logits/chosen": -3.1875,
346
+ "logits/rejected": -3.28125,
347
+ "logps/chosen": -268.0,
348
+ "logps/rejected": -280.0,
349
+ "loss": 0.5155,
350
+ "rewards/accuracies": 0.6875,
351
+ "rewards/chosen": -0.0301513671875,
352
+ "rewards/margins": 0.9375,
353
+ "rewards/rejected": -0.96875,
354
  "step": 220
355
  },
356
  {
357
  "epoch": 0.7348242811501597,
358
+ "grad_norm": 75.1179190067346,
359
  "learning_rate": 4.195266272189349e-07,
360
+ "logits/chosen": -3.21875,
361
+ "logits/rejected": -3.3125,
362
+ "logps/chosen": -280.0,
363
+ "logps/rejected": -280.0,
364
+ "loss": 0.5115,
365
+ "rewards/accuracies": 0.737500011920929,
366
+ "rewards/chosen": -0.072265625,
367
+ "rewards/margins": 1.1953125,
368
+ "rewards/rejected": -1.265625,
369
  "step": 230
370
  },
371
  {
372
  "epoch": 0.7667731629392971,
373
+ "grad_norm": 68.71250790991336,
374
  "learning_rate": 4.1360946745562133e-07,
375
+ "logits/chosen": -3.265625,
376
+ "logits/rejected": -3.203125,
377
+ "logps/chosen": -272.0,
378
+ "logps/rejected": -290.0,
379
+ "loss": 0.4746,
380
+ "rewards/accuracies": 0.8374999761581421,
381
+ "rewards/chosen": 0.029052734375,
382
+ "rewards/margins": 1.6796875,
383
+ "rewards/rejected": -1.6484375,
384
  "step": 240
385
  },
386
  {
387
  "epoch": 0.7987220447284346,
388
+ "grad_norm": 55.46878046949881,
389
  "learning_rate": 4.076923076923077e-07,
390
+ "logits/chosen": -3.265625,
391
+ "logits/rejected": -3.328125,
392
+ "logps/chosen": -280.0,
393
+ "logps/rejected": -278.0,
394
+ "loss": 0.4711,
395
+ "rewards/accuracies": 0.800000011920929,
396
+ "rewards/chosen": -0.150390625,
397
+ "rewards/margins": 1.140625,
398
+ "rewards/rejected": -1.2890625,
399
  "step": 250
400
  },
401
  {
402
  "epoch": 0.8306709265175719,
403
+ "grad_norm": 60.69436763385765,
404
  "learning_rate": 4.017751479289941e-07,
405
+ "logits/chosen": -3.25,
406
+ "logits/rejected": -3.28125,
407
+ "logps/chosen": -274.0,
408
+ "logps/rejected": -286.0,
409
+ "loss": 0.5292,
410
+ "rewards/accuracies": 0.762499988079071,
411
+ "rewards/chosen": -0.1650390625,
412
+ "rewards/margins": 1.25,
413
+ "rewards/rejected": -1.4140625,
414
  "step": 260
415
  },
416
  {
417
  "epoch": 0.8626198083067093,
418
+ "grad_norm": 61.755235473426524,
419
  "learning_rate": 3.9585798816568044e-07,
420
+ "logits/chosen": -3.28125,
421
+ "logits/rejected": -3.3125,
422
+ "logps/chosen": -274.0,
423
+ "logps/rejected": -282.0,
424
+ "loss": 0.4873,
425
+ "rewards/accuracies": 0.8125,
426
+ "rewards/chosen": -0.044921875,
427
+ "rewards/margins": 1.4375,
428
+ "rewards/rejected": -1.484375,
429
  "step": 270
430
  },
431
  {
432
  "epoch": 0.8945686900958466,
433
+ "grad_norm": 64.8584152127513,
434
  "learning_rate": 3.8994082840236685e-07,
435
+ "logits/chosen": -3.328125,
436
+ "logits/rejected": -3.265625,
437
+ "logps/chosen": -284.0,
438
+ "logps/rejected": -280.0,
439
+ "loss": 0.5342,
440
+ "rewards/accuracies": 0.6625000238418579,
441
+ "rewards/chosen": -0.1640625,
442
+ "rewards/margins": 0.87109375,
443
+ "rewards/rejected": -1.03125,
444
  "step": 280
445
  },
446
  {
447
  "epoch": 0.9265175718849841,
448
+ "grad_norm": 71.13313796916569,
449
  "learning_rate": 3.840236686390532e-07,
450
+ "logits/chosen": -3.296875,
451
+ "logits/rejected": -3.28125,
452
+ "logps/chosen": -268.0,
453
+ "logps/rejected": -284.0,
454
+ "loss": 0.455,
455
+ "rewards/accuracies": 0.824999988079071,
456
+ "rewards/chosen": -0.0546875,
457
+ "rewards/margins": 1.65625,
458
+ "rewards/rejected": -1.7109375,
459
  "step": 290
460
  },
461
  {
462
  "epoch": 0.9584664536741214,
463
+ "grad_norm": 147.24265223128356,
464
  "learning_rate": 3.7810650887573966e-07,
465
+ "logits/chosen": -3.296875,
466
+ "logits/rejected": -3.234375,
467
+ "logps/chosen": -284.0,
468
+ "logps/rejected": -284.0,
469
+ "loss": 0.5612,
470
+ "rewards/accuracies": 0.800000011920929,
471
+ "rewards/chosen": -0.27734375,
472
+ "rewards/margins": 1.140625,
473
+ "rewards/rejected": -1.421875,
474
  "step": 300
475
  },
476
  {
477
  "epoch": 0.9904153354632588,
478
+ "grad_norm": 57.83608472539185,
479
  "learning_rate": 3.72189349112426e-07,
480
+ "logits/chosen": -3.25,
481
+ "logits/rejected": -3.25,
482
+ "logps/chosen": -274.0,
483
+ "logps/rejected": -282.0,
484
+ "loss": 0.4624,
485
+ "rewards/accuracies": 0.8374999761581421,
486
+ "rewards/chosen": 0.05712890625,
487
+ "rewards/margins": 1.40625,
488
+ "rewards/rejected": -1.3515625,
489
  "step": 310
490
  },
491
  {
492
  "epoch": 1.0,
493
+ "eval_logits/chosen": -3.3125,
494
+ "eval_logits/rejected": -3.34375,
495
+ "eval_logps/chosen": -272.0,
496
+ "eval_logps/rejected": -276.0,
497
+ "eval_loss": 0.5753124952316284,
498
+ "eval_rewards/accuracies": 0.75,
499
+ "eval_rewards/chosen": -0.039306640625,
500
+ "eval_rewards/margins": 0.703125,
501
+ "eval_rewards/rejected": -0.7421875,
502
+ "eval_runtime": 12.4952,
503
+ "eval_samples_per_second": 16.006,
504
+ "eval_steps_per_second": 0.56,
505
  "step": 313
506
  },
507
  {
508
  "epoch": 1.0223642172523961,
509
+ "grad_norm": 23.67148600061787,
510
  "learning_rate": 3.662721893491124e-07,
511
+ "logits/chosen": -3.296875,
512
+ "logits/rejected": -3.296875,
513
+ "logps/chosen": -276.0,
514
+ "logps/rejected": -282.0,
515
+ "loss": 0.232,
516
+ "rewards/accuracies": 0.9125000238418579,
517
+ "rewards/chosen": 0.482421875,
518
+ "rewards/margins": 2.34375,
519
+ "rewards/rejected": -1.859375,
520
  "step": 320
521
  },
522
  {
523
  "epoch": 1.0543130990415335,
524
+ "grad_norm": 16.419046920806387,
525
  "learning_rate": 3.603550295857988e-07,
526
+ "logits/chosen": -3.28125,
527
+ "logits/rejected": -3.203125,
528
+ "logps/chosen": -268.0,
529
+ "logps/rejected": -302.0,
530
+ "loss": 0.1279,
531
  "rewards/accuracies": 0.949999988079071,
532
+ "rewards/chosen": 0.51171875,
533
+ "rewards/margins": 3.375,
534
+ "rewards/rejected": -2.859375,
535
  "step": 330
536
  },
537
  {
538
  "epoch": 1.0862619808306708,
539
+ "grad_norm": 11.936537156516739,
540
  "learning_rate": 3.544378698224852e-07,
541
+ "logits/chosen": -3.1875,
542
+ "logits/rejected": -3.203125,
543
+ "logps/chosen": -276.0,
544
+ "logps/rejected": -288.0,
545
+ "loss": 0.1213,
546
+ "rewards/accuracies": 0.9375,
547
+ "rewards/chosen": 0.6015625,
548
+ "rewards/margins": 3.171875,
549
+ "rewards/rejected": -2.578125,
550
  "step": 340
551
  },
552
  {
553
  "epoch": 1.1182108626198084,
554
+ "grad_norm": 20.043411609324348,
555
  "learning_rate": 3.485207100591716e-07,
556
+ "logits/chosen": -3.125,
557
+ "logits/rejected": -3.15625,
558
+ "logps/chosen": -276.0,
559
+ "logps/rejected": -300.0,
560
+ "loss": 0.1216,
561
  "rewards/accuracies": 0.9750000238418579,
562
+ "rewards/chosen": 0.484375,
563
+ "rewards/margins": 3.40625,
564
+ "rewards/rejected": -2.921875,
565
  "step": 350
566
  },
567
  {
568
  "epoch": 1.1501597444089458,
569
+ "grad_norm": 36.206031638132856,
570
  "learning_rate": 3.42603550295858e-07,
571
+ "logits/chosen": -3.171875,
572
+ "logits/rejected": -3.265625,
573
+ "logps/chosen": -266.0,
574
+ "logps/rejected": -298.0,
575
+ "loss": 0.1088,
576
+ "rewards/accuracies": 0.9750000238418579,
577
+ "rewards/chosen": 0.4375,
578
+ "rewards/margins": 3.390625,
579
+ "rewards/rejected": -2.953125,
580
  "step": 360
581
  },
582
  {
583
  "epoch": 1.182108626198083,
584
+ "grad_norm": 30.276531485727194,
585
  "learning_rate": 3.366863905325444e-07,
586
+ "logits/chosen": -3.28125,
587
+ "logits/rejected": -3.234375,
588
+ "logps/chosen": -270.0,
589
+ "logps/rejected": -300.0,
590
+ "loss": 0.1304,
591
+ "rewards/accuracies": 0.925000011920929,
592
+ "rewards/chosen": 0.51953125,
593
+ "rewards/margins": 3.234375,
594
+ "rewards/rejected": -2.71875,
595
  "step": 370
596
  },
597
  {
598
  "epoch": 1.2140575079872205,
599
+ "grad_norm": 36.79686407358778,
600
  "learning_rate": 3.3076923076923075e-07,
601
+ "logits/chosen": -3.171875,
602
+ "logits/rejected": -3.234375,
603
+ "logps/chosen": -274.0,
604
+ "logps/rejected": -288.0,
605
+ "loss": 0.1287,
606
+ "rewards/accuracies": 0.9375,
607
+ "rewards/chosen": 0.466796875,
608
+ "rewards/margins": 3.15625,
609
+ "rewards/rejected": -2.6875,
610
  "step": 380
611
  },
612
  {
613
  "epoch": 1.2460063897763578,
614
+ "grad_norm": 45.670162060448156,
615
  "learning_rate": 3.2485207100591716e-07,
616
+ "logits/chosen": -3.09375,
617
+ "logits/rejected": -3.265625,
618
+ "logps/chosen": -272.0,
619
+ "logps/rejected": -304.0,
620
+ "loss": 0.1189,
621
+ "rewards/accuracies": 0.9750000238418579,
622
+ "rewards/chosen": 0.87109375,
623
+ "rewards/margins": 4.125,
624
+ "rewards/rejected": -3.25,
625
  "step": 390
626
  },
627
  {
628
  "epoch": 1.2779552715654952,
629
+ "grad_norm": 44.93419834702028,
630
  "learning_rate": 3.189349112426035e-07,
631
+ "logits/chosen": -3.25,
632
  "logits/rejected": -3.28125,
633
+ "logps/chosen": -274.0,
634
+ "logps/rejected": -298.0,
635
+ "loss": 0.139,
636
+ "rewards/accuracies": 0.925000011920929,
637
+ "rewards/chosen": 0.63671875,
638
+ "rewards/margins": 3.140625,
639
+ "rewards/rejected": -2.5,
640
  "step": 400
641
  },
642
  {
643
  "epoch": 1.3099041533546325,
644
+ "grad_norm": 34.60440373360165,
645
  "learning_rate": 3.130177514792899e-07,
646
+ "logits/chosen": -3.1875,
647
+ "logits/rejected": -3.21875,
648
+ "logps/chosen": -266.0,
649
+ "logps/rejected": -300.0,
650
+ "loss": 0.1653,
651
+ "rewards/accuracies": 0.949999988079071,
652
+ "rewards/chosen": 0.55078125,
653
+ "rewards/margins": 3.375,
654
+ "rewards/rejected": -2.828125,
655
  "step": 410
656
  },
657
  {
658
  "epoch": 1.34185303514377,
659
+ "grad_norm": 23.20153131751831,
660
  "learning_rate": 3.071005917159763e-07,
661
+ "logits/chosen": -3.203125,
662
+ "logits/rejected": -3.171875,
663
+ "logps/chosen": -268.0,
664
+ "logps/rejected": -306.0,
665
+ "loss": 0.1342,
666
  "rewards/accuracies": 0.925000011920929,
667
+ "rewards/chosen": 0.578125,
668
+ "rewards/margins": 3.359375,
669
+ "rewards/rejected": -2.796875,
670
  "step": 420
671
  },
672
  {
673
  "epoch": 1.3738019169329074,
674
+ "grad_norm": 27.675463987741193,
675
  "learning_rate": 3.011834319526627e-07,
676
+ "logits/chosen": -3.171875,
677
+ "logits/rejected": -3.15625,
678
+ "logps/chosen": -266.0,
679
+ "logps/rejected": -304.0,
680
+ "loss": 0.1054,
681
+ "rewards/accuracies": 0.9624999761581421,
682
+ "rewards/chosen": 0.6328125,
683
  "rewards/margins": 3.71875,
684
+ "rewards/rejected": -3.09375,
685
  "step": 430
686
  },
687
  {
688
  "epoch": 1.4057507987220448,
689
+ "grad_norm": 40.196786857901714,
690
  "learning_rate": 2.952662721893491e-07,
691
+ "logits/chosen": -3.15625,
692
+ "logits/rejected": -3.203125,
693
+ "logps/chosen": -270.0,
694
+ "logps/rejected": -292.0,
695
+ "loss": 0.1471,
696
+ "rewards/accuracies": 0.8999999761581421,
697
+ "rewards/chosen": 0.71875,
698
+ "rewards/margins": 3.21875,
699
+ "rewards/rejected": -2.5,
700
  "step": 440
701
  },
702
  {
703
  "epoch": 1.4376996805111821,
704
+ "grad_norm": 15.707432621538732,
705
  "learning_rate": 2.893491124260355e-07,
706
+ "logits/chosen": -3.203125,
707
+ "logits/rejected": -3.203125,
708
+ "logps/chosen": -268.0,
709
+ "logps/rejected": -296.0,
710
+ "loss": 0.093,
711
+ "rewards/accuracies": 0.9750000238418579,
712
+ "rewards/chosen": 0.8828125,
713
+ "rewards/margins": 3.59375,
714
+ "rewards/rejected": -2.703125,
715
  "step": 450
716
  },
717
  {
718
  "epoch": 1.4696485623003195,
719
+ "grad_norm": 28.76561180608655,
720
  "learning_rate": 2.834319526627219e-07,
721
+ "logits/chosen": -3.1875,
722
+ "logits/rejected": -3.140625,
723
+ "logps/chosen": -264.0,
724
+ "logps/rejected": -300.0,
725
+ "loss": 0.1042,
726
+ "rewards/accuracies": 0.9750000238418579,
727
+ "rewards/chosen": 0.6328125,
728
+ "rewards/margins": 3.671875,
729
+ "rewards/rejected": -3.046875,
730
  "step": 460
731
  },
732
  {
733
  "epoch": 1.5015974440894568,
734
+ "grad_norm": 37.202582805520755,
735
  "learning_rate": 2.7751479289940824e-07,
736
+ "logits/chosen": -3.15625,
737
+ "logits/rejected": -3.171875,
738
+ "logps/chosen": -268.0,
739
+ "logps/rejected": -302.0,
740
+ "loss": 0.0995,
741
+ "rewards/accuracies": 0.9624999761581421,
742
+ "rewards/chosen": 0.6796875,
743
+ "rewards/margins": 3.90625,
744
+ "rewards/rejected": -3.21875,
745
  "step": 470
746
  },
747
  {
748
  "epoch": 1.5335463258785942,
749
+ "grad_norm": 36.12380615792283,
750
  "learning_rate": 2.715976331360947e-07,
751
+ "logits/chosen": -3.21875,
752
+ "logits/rejected": -3.078125,
753
+ "logps/chosen": -262.0,
754
+ "logps/rejected": -312.0,
755
+ "loss": 0.168,
756
+ "rewards/accuracies": 0.9125000238418579,
757
+ "rewards/chosen": 0.59765625,
758
+ "rewards/margins": 3.4375,
759
+ "rewards/rejected": -2.828125,
760
  "step": 480
761
  },
762
  {
763
  "epoch": 1.5654952076677318,
764
+ "grad_norm": 31.441359412649966,
765
  "learning_rate": 2.6568047337278106e-07,
766
+ "logits/chosen": -3.203125,
767
+ "logits/rejected": -3.171875,
768
+ "logps/chosen": -266.0,
769
+ "logps/rejected": -296.0,
770
+ "loss": 0.1083,
771
  "rewards/accuracies": 0.949999988079071,
772
+ "rewards/chosen": 0.494140625,
773
+ "rewards/margins": 3.625,
774
+ "rewards/rejected": -3.125,
775
  "step": 490
776
  },
777
  {
778
  "epoch": 1.5974440894568689,
779
+ "grad_norm": 56.69663253139224,
780
  "learning_rate": 2.5976331360946746e-07,
781
+ "logits/chosen": -3.125,
782
+ "logits/rejected": -3.125,
783
+ "logps/chosen": -264.0,
784
+ "logps/rejected": -298.0,
785
+ "loss": 0.1199,
786
+ "rewards/accuracies": 0.9750000238418579,
787
+ "rewards/chosen": 0.80078125,
788
+ "rewards/margins": 3.859375,
789
+ "rewards/rejected": -3.0625,
790
  "step": 500
791
  },
792
  {
793
  "epoch": 1.6293929712460065,
794
+ "grad_norm": 42.26084157818348,
795
  "learning_rate": 2.538461538461538e-07,
796
+ "logits/chosen": -3.140625,
797
+ "logits/rejected": -3.21875,
798
+ "logps/chosen": -268.0,
799
+ "logps/rejected": -284.0,
800
+ "loss": 0.1411,
801
+ "rewards/accuracies": 0.9125000238418579,
802
+ "rewards/chosen": 0.7421875,
803
+ "rewards/margins": 3.265625,
804
+ "rewards/rejected": -2.515625,
805
  "step": 510
806
  },
807
  {
808
  "epoch": 1.6613418530351438,
809
+ "grad_norm": 24.290936395597605,
810
  "learning_rate": 2.479289940828402e-07,
811
+ "logits/chosen": -3.15625,
812
+ "logits/rejected": -3.125,
813
+ "logps/chosen": -264.0,
814
+ "logps/rejected": -294.0,
815
+ "loss": 0.0927,
816
+ "rewards/accuracies": 0.949999988079071,
817
+ "rewards/chosen": 0.74609375,
818
+ "rewards/margins": 3.609375,
819
+ "rewards/rejected": -2.859375,
820
  "step": 520
821
  },
822
  {
823
  "epoch": 1.6932907348242812,
824
+ "grad_norm": 30.097818527606982,
825
  "learning_rate": 2.420118343195266e-07,
826
+ "logits/chosen": -3.125,
827
+ "logits/rejected": -3.125,
828
+ "logps/chosen": -268.0,
829
+ "logps/rejected": -294.0,
830
+ "loss": 0.132,
831
+ "rewards/accuracies": 0.9750000238418579,
832
+ "rewards/chosen": 0.9140625,
833
+ "rewards/margins": 3.96875,
834
+ "rewards/rejected": -3.0625,
835
  "step": 530
836
  },
837
  {
838
  "epoch": 1.7252396166134185,
839
+ "grad_norm": 25.610518794255373,
840
  "learning_rate": 2.36094674556213e-07,
841
+ "logits/chosen": -3.09375,
842
+ "logits/rejected": -3.140625,
843
+ "logps/chosen": -270.0,
844
+ "logps/rejected": -298.0,
845
+ "loss": 0.135,
846
+ "rewards/accuracies": 0.9624999761581421,
847
+ "rewards/chosen": 0.5234375,
848
+ "rewards/margins": 3.796875,
849
+ "rewards/rejected": -3.28125,
850
  "step": 540
851
  },
852
  {
853
  "epoch": 1.7571884984025559,
854
+ "grad_norm": 32.86888420257977,
855
  "learning_rate": 2.301775147928994e-07,
856
+ "logits/chosen": -3.1875,
857
+ "logits/rejected": -3.21875,
858
+ "logps/chosen": -268.0,
859
+ "logps/rejected": -294.0,
860
+ "loss": 0.1477,
861
  "rewards/accuracies": 0.925000011920929,
862
+ "rewards/chosen": 0.921875,
863
+ "rewards/margins": 3.546875,
864
+ "rewards/rejected": -2.625,
865
  "step": 550
866
  },
867
  {
868
  "epoch": 1.7891373801916934,
869
+ "grad_norm": 38.670593041590834,
870
  "learning_rate": 2.242603550295858e-07,
871
+ "logits/chosen": -3.09375,
872
+ "logits/rejected": -3.078125,
873
+ "logps/chosen": -272.0,
874
+ "logps/rejected": -300.0,
875
+ "loss": 0.0912,
876
+ "rewards/accuracies": 0.949999988079071,
877
+ "rewards/chosen": 0.66796875,
878
+ "rewards/margins": 3.734375,
879
+ "rewards/rejected": -3.0625,
880
  "step": 560
881
  },
882
  {
883
  "epoch": 1.8210862619808306,
884
+ "grad_norm": 30.06581434037245,
885
  "learning_rate": 2.1834319526627217e-07,
886
+ "logits/chosen": -3.125,
887
+ "logits/rejected": -3.109375,
888
+ "logps/chosen": -266.0,
889
+ "logps/rejected": -312.0,
890
+ "loss": 0.1155,
891
+ "rewards/accuracies": 1.0,
892
+ "rewards/chosen": 0.81640625,
893
+ "rewards/margins": 4.03125,
894
+ "rewards/rejected": -3.21875,
895
  "step": 570
896
  },
897
  {
898
  "epoch": 1.8530351437699681,
899
+ "grad_norm": 37.09573180706117,
900
  "learning_rate": 2.1242603550295858e-07,
901
+ "logits/chosen": -3.0625,
902
+ "logits/rejected": -3.0625,
903
+ "logps/chosen": -272.0,
904
+ "logps/rejected": -306.0,
905
+ "loss": 0.1263,
906
+ "rewards/accuracies": 0.949999988079071,
907
+ "rewards/chosen": 0.71484375,
908
+ "rewards/margins": 3.84375,
909
+ "rewards/rejected": -3.125,
910
  "step": 580
911
  },
912
  {
913
  "epoch": 1.8849840255591053,
914
+ "grad_norm": 38.562399882898944,
915
  "learning_rate": 2.0650887573964496e-07,
916
+ "logits/chosen": -3.125,
917
+ "logits/rejected": -3.078125,
918
+ "logps/chosen": -258.0,
919
+ "logps/rejected": -302.0,
920
+ "loss": 0.1334,
921
+ "rewards/accuracies": 0.9375,
922
+ "rewards/chosen": 0.9921875,
923
+ "rewards/margins": 3.828125,
924
+ "rewards/rejected": -2.84375,
925
  "step": 590
926
  },
927
  {
928
  "epoch": 1.9169329073482428,
929
+ "grad_norm": 44.104454957376895,
930
  "learning_rate": 2.0059171597633133e-07,
931
+ "logits/chosen": -3.140625,
932
+ "logits/rejected": -3.1875,
933
+ "logps/chosen": -270.0,
934
+ "logps/rejected": -298.0,
935
+ "loss": 0.1351,
936
+ "rewards/accuracies": 0.9750000238418579,
937
+ "rewards/chosen": 0.74609375,
938
+ "rewards/margins": 3.765625,
939
+ "rewards/rejected": -3.015625,
940
  "step": 600
941
  },
942
  {
943
  "epoch": 1.9488817891373802,
944
+ "grad_norm": 36.65323926007583,
945
  "learning_rate": 1.9467455621301774e-07,
946
+ "logits/chosen": -3.15625,
947
+ "logits/rejected": -3.21875,
948
+ "logps/chosen": -266.0,
949
+ "logps/rejected": -296.0,
950
+ "loss": 0.1479,
951
+ "rewards/accuracies": 0.9375,
952
+ "rewards/chosen": 0.8046875,
953
+ "rewards/margins": 3.578125,
954
+ "rewards/rejected": -2.78125,
955
  "step": 610
956
  },
957
  {
958
  "epoch": 1.9808306709265175,
959
+ "grad_norm": 15.898706379798815,
960
  "learning_rate": 1.8875739644970412e-07,
961
+ "logits/chosen": -3.09375,
962
+ "logits/rejected": -3.140625,
963
+ "logps/chosen": -272.0,
964
+ "logps/rejected": -302.0,
965
+ "loss": 0.11,
966
+ "rewards/accuracies": 0.9375,
967
+ "rewards/chosen": 0.3515625,
968
+ "rewards/margins": 3.75,
969
+ "rewards/rejected": -3.390625,
970
  "step": 620
971
  },
972
  {
973
  "epoch": 2.0,
974
+ "eval_logits/chosen": -3.125,
975
+ "eval_logits/rejected": -3.15625,
976
+ "eval_logps/chosen": -278.0,
977
+ "eval_logps/rejected": -282.0,
978
+ "eval_loss": 0.6153125166893005,
979
+ "eval_rewards/accuracies": 0.6428571343421936,
980
+ "eval_rewards/chosen": -0.5234375,
981
+ "eval_rewards/margins": 1.0078125,
982
+ "eval_rewards/rejected": -1.53125,
983
+ "eval_runtime": 12.4752,
984
+ "eval_samples_per_second": 16.032,
985
+ "eval_steps_per_second": 0.561,
986
  "step": 626
987
  },
988
  {
989
  "epoch": 2.012779552715655,
990
+ "grad_norm": 9.922455136530488,
991
  "learning_rate": 1.8284023668639053e-07,
992
+ "logits/chosen": -3.21875,
993
+ "logits/rejected": -3.21875,
994
+ "logps/chosen": -264.0,
995
+ "logps/rejected": -300.0,
996
+ "loss": 0.065,
997
+ "rewards/accuracies": 0.9375,
998
+ "rewards/chosen": 0.859375,
999
+ "rewards/margins": 4.21875,
1000
+ "rewards/rejected": -3.359375,
1001
  "step": 630
1002
  },
1003
  {
1004
  "epoch": 2.0447284345047922,
1005
+ "grad_norm": 6.257694062913075,
1006
  "learning_rate": 1.7692307692307693e-07,
1007
+ "logits/chosen": -3.15625,
1008
+ "logits/rejected": -3.109375,
1009
+ "logps/chosen": -268.0,
1010
+ "logps/rejected": -312.0,
1011
+ "loss": 0.0323,
1012
  "rewards/accuracies": 0.987500011920929,
1013
+ "rewards/chosen": 0.9375,
1014
+ "rewards/margins": 4.75,
1015
+ "rewards/rejected": -3.8125,
1016
  "step": 640
1017
  },
1018
  {
1019
  "epoch": 2.07667731629393,
1020
+ "grad_norm": 3.1244935227015445,
1021
  "learning_rate": 1.710059171597633e-07,
1022
+ "logits/chosen": -3.09375,
1023
+ "logits/rejected": -3.0625,
1024
+ "logps/chosen": -258.0,
1025
+ "logps/rejected": -318.0,
1026
+ "loss": 0.0227,
1027
+ "rewards/accuracies": 1.0,
1028
+ "rewards/chosen": 1.046875,
1029
+ "rewards/margins": 5.09375,
1030
+ "rewards/rejected": -4.0625,
1031
  "step": 650
1032
  },
1033
  {
1034
  "epoch": 2.108626198083067,
1035
+ "grad_norm": 3.263136591096294,
1036
  "learning_rate": 1.650887573964497e-07,
1037
+ "logits/chosen": -3.0,
1038
+ "logits/rejected": -3.0625,
1039
+ "logps/chosen": -270.0,
1040
+ "logps/rejected": -308.0,
1041
+ "loss": 0.0312,
1042
+ "rewards/accuracies": 1.0,
1043
+ "rewards/chosen": 1.03125,
1044
+ "rewards/margins": 5.3125,
1045
+ "rewards/rejected": -4.28125,
1046
  "step": 660
1047
  },
1048
  {
1049
  "epoch": 2.1405750798722045,
1050
+ "grad_norm": 7.503726583629619,
1051
  "learning_rate": 1.591715976331361e-07,
1052
+ "logits/chosen": -3.046875,
1053
+ "logits/rejected": -3.140625,
1054
+ "logps/chosen": -264.0,
1055
+ "logps/rejected": -308.0,
1056
+ "loss": 0.0211,
1057
+ "rewards/accuracies": 1.0,
1058
+ "rewards/chosen": 0.91796875,
1059
+ "rewards/margins": 5.0625,
1060
+ "rewards/rejected": -4.15625,
1061
  "step": 670
1062
  },
1063
  {
1064
  "epoch": 2.1725239616613417,
1065
+ "grad_norm": 4.390111479567184,
1066
  "learning_rate": 1.5325443786982248e-07,
1067
+ "logits/chosen": -3.078125,
1068
+ "logits/rejected": -3.09375,
1069
+ "logps/chosen": -264.0,
1070
+ "logps/rejected": -316.0,
1071
+ "loss": 0.0207,
1072
+ "rewards/accuracies": 1.0,
1073
+ "rewards/chosen": 0.51953125,
1074
+ "rewards/margins": 5.15625,
1075
+ "rewards/rejected": -4.65625,
1076
  "step": 680
1077
  },
1078
  {
1079
  "epoch": 2.2044728434504792,
1080
+ "grad_norm": 7.618343279103693,
1081
  "learning_rate": 1.4733727810650885e-07,
1082
+ "logits/chosen": -3.078125,
1083
+ "logits/rejected": -3.0,
1084
+ "logps/chosen": -270.0,
1085
+ "logps/rejected": -316.0,
1086
+ "loss": 0.0339,
1087
  "rewards/accuracies": 0.987500011920929,
1088
+ "rewards/chosen": 0.65234375,
1089
+ "rewards/margins": 5.1875,
1090
+ "rewards/rejected": -4.53125,
1091
  "step": 690
1092
  },
1093
  {
1094
  "epoch": 2.236421725239617,
1095
+ "grad_norm": 7.443107454169407,
1096
  "learning_rate": 1.4142011834319526e-07,
1097
+ "logits/chosen": -2.953125,
1098
+ "logits/rejected": -2.984375,
1099
+ "logps/chosen": -270.0,
1100
+ "logps/rejected": -310.0,
1101
+ "loss": 0.0225,
1102
+ "rewards/accuracies": 1.0,
1103
+ "rewards/chosen": 0.68359375,
1104
+ "rewards/margins": 5.21875,
1105
+ "rewards/rejected": -4.5625,
1106
  "step": 700
1107
  },
1108
  {
1109
  "epoch": 2.268370607028754,
1110
+ "grad_norm": 30.162725762855914,
1111
  "learning_rate": 1.3550295857988164e-07,
1112
+ "logits/chosen": -3.03125,
1113
+ "logits/rejected": -2.96875,
1114
+ "logps/chosen": -266.0,
1115
+ "logps/rejected": -324.0,
1116
+ "loss": 0.0314,
1117
+ "rewards/accuracies": 1.0,
1118
+ "rewards/chosen": 0.7890625,
1119
+ "rewards/margins": 5.4375,
1120
+ "rewards/rejected": -4.65625,
1121
  "step": 710
1122
  },
1123
  {
1124
  "epoch": 2.3003194888178915,
1125
+ "grad_norm": 11.871816606581527,
1126
  "learning_rate": 1.2958579881656802e-07,
1127
+ "logits/chosen": -3.078125,
1128
+ "logits/rejected": -3.09375,
1129
+ "logps/chosen": -268.0,
1130
+ "logps/rejected": -308.0,
1131
+ "loss": 0.0281,
1132
+ "rewards/accuracies": 0.987500011920929,
1133
+ "rewards/chosen": 0.828125,
1134
+ "rewards/margins": 5.09375,
1135
+ "rewards/rejected": -4.25,
1136
  "step": 720
1137
  },
1138
  {
1139
  "epoch": 2.3322683706070286,
1140
+ "grad_norm": 3.7256619480068776,
1141
  "learning_rate": 1.2366863905325443e-07,
1142
+ "logits/chosen": -3.03125,
1143
+ "logits/rejected": -2.96875,
1144
+ "logps/chosen": -264.0,
1145
+ "logps/rejected": -324.0,
1146
+ "loss": 0.0195,
1147
+ "rewards/accuracies": 1.0,
1148
+ "rewards/chosen": 0.61328125,
1149
+ "rewards/margins": 5.5,
1150
+ "rewards/rejected": -4.875,
1151
  "step": 730
1152
  },
1153
  {
1154
  "epoch": 2.364217252396166,
1155
+ "grad_norm": 3.3684622301561875,
1156
  "learning_rate": 1.1775147928994082e-07,
1157
+ "logits/chosen": -3.0625,
1158
+ "logits/rejected": -2.984375,
1159
+ "logps/chosen": -258.0,
1160
+ "logps/rejected": -326.0,
1161
+ "loss": 0.0201,
1162
+ "rewards/accuracies": 0.987500011920929,
1163
+ "rewards/chosen": 0.890625,
1164
+ "rewards/margins": 5.75,
1165
+ "rewards/rejected": -4.875,
1166
  "step": 740
1167
  },
1168
  {
1169
  "epoch": 2.3961661341853033,
1170
+ "grad_norm": 5.010929229836647,
1171
  "learning_rate": 1.1183431952662721e-07,
1172
+ "logits/chosen": -3.015625,
1173
+ "logits/rejected": -2.953125,
1174
+ "logps/chosen": -270.0,
1175
+ "logps/rejected": -320.0,
1176
+ "loss": 0.0296,
1177
  "rewards/accuracies": 1.0,
1178
+ "rewards/chosen": 0.8828125,
1179
+ "rewards/margins": 6.0625,
1180
+ "rewards/rejected": -5.1875,
1181
  "step": 750
1182
  },
1183
  {
1184
  "epoch": 2.428115015974441,
1185
+ "grad_norm": 4.113820701091529,
1186
  "learning_rate": 1.059171597633136e-07,
1187
+ "logits/chosen": -3.046875,
1188
+ "logits/rejected": -3.03125,
1189
+ "logps/chosen": -266.0,
1190
+ "logps/rejected": -320.0,
1191
+ "loss": 0.013,
1192
+ "rewards/accuracies": 1.0,
1193
+ "rewards/chosen": 0.671875,
1194
+ "rewards/margins": 5.6875,
1195
+ "rewards/rejected": -5.0,
1196
  "step": 760
1197
  },
1198
  {
1199
  "epoch": 2.460063897763578,
1200
+ "grad_norm": 20.48578879210455,
1201
  "learning_rate": 1e-07,
1202
+ "logits/chosen": -2.984375,
1203
+ "logits/rejected": -3.03125,
1204
+ "logps/chosen": -274.0,
1205
+ "logps/rejected": -320.0,
1206
+ "loss": 0.0176,
1207
  "rewards/accuracies": 1.0,
1208
+ "rewards/chosen": 0.578125,
1209
+ "rewards/margins": 5.78125,
1210
+ "rewards/rejected": -5.21875,
1211
  "step": 770
1212
  },
1213
  {
1214
  "epoch": 2.4920127795527156,
1215
+ "grad_norm": 6.654456223269256,
1216
  "learning_rate": 9.408284023668639e-08,
1217
+ "logits/chosen": -3.015625,
1218
+ "logits/rejected": -2.875,
1219
+ "logps/chosen": -272.0,
1220
+ "logps/rejected": -328.0,
1221
+ "loss": 0.0206,
1222
+ "rewards/accuracies": 1.0,
1223
+ "rewards/chosen": 0.0673828125,
1224
+ "rewards/margins": 5.5625,
1225
+ "rewards/rejected": -5.5,
1226
  "step": 780
1227
  },
1228
  {
1229
  "epoch": 2.523961661341853,
1230
+ "grad_norm": 24.63943461801463,
1231
  "learning_rate": 8.816568047337278e-08,
1232
+ "logits/chosen": -2.953125,
1233
+ "logits/rejected": -3.015625,
1234
+ "logps/chosen": -278.0,
1235
+ "logps/rejected": -334.0,
1236
+ "loss": 0.027,
1237
+ "rewards/accuracies": 0.9750000238418579,
1238
+ "rewards/chosen": -0.0048828125,
1239
+ "rewards/margins": 5.9375,
1240
+ "rewards/rejected": -5.9375,
1241
  "step": 790
1242
  },
1243
  {
1244
  "epoch": 2.5559105431309903,
1245
+ "grad_norm": 12.499286028857556,
1246
  "learning_rate": 8.224852071005916e-08,
1247
+ "logits/chosen": -3.0,
1248
+ "logits/rejected": -2.96875,
1249
+ "logps/chosen": -276.0,
1250
+ "logps/rejected": -332.0,
1251
+ "loss": 0.0179,
1252
+ "rewards/accuracies": 0.987500011920929,
1253
+ "rewards/chosen": 0.37109375,
1254
+ "rewards/margins": 6.0625,
1255
+ "rewards/rejected": -5.71875,
1256
  "step": 800
1257
  },
1258
  {
1259
  "epoch": 2.587859424920128,
1260
+ "grad_norm": 14.115073034571477,
1261
  "learning_rate": 7.633136094674555e-08,
1262
+ "logits/chosen": -3.078125,
1263
+ "logits/rejected": -3.03125,
1264
+ "logps/chosen": -262.0,
1265
+ "logps/rejected": -312.0,
1266
+ "loss": 0.0229,
1267
+ "rewards/accuracies": 0.987500011920929,
1268
+ "rewards/chosen": 0.59375,
1269
+ "rewards/margins": 5.375,
1270
+ "rewards/rejected": -4.75,
1271
  "step": 810
1272
  },
1273
  {
1274
  "epoch": 2.619808306709265,
1275
+ "grad_norm": 11.454089939459458,
1276
  "learning_rate": 7.041420118343195e-08,
1277
+ "logits/chosen": -3.015625,
1278
+ "logits/rejected": -3.109375,
1279
+ "logps/chosen": -268.0,
1280
+ "logps/rejected": -314.0,
1281
+ "loss": 0.0225,
1282
  "rewards/accuracies": 1.0,
1283
+ "rewards/chosen": 0.59375,
1284
+ "rewards/margins": 5.71875,
1285
+ "rewards/rejected": -5.125,
1286
  "step": 820
1287
  },
1288
  {
1289
  "epoch": 2.6517571884984026,
1290
+ "grad_norm": 4.235780738481745,
1291
  "learning_rate": 6.449704142011835e-08,
1292
+ "logits/chosen": -2.859375,
1293
+ "logits/rejected": -2.953125,
1294
+ "logps/chosen": -276.0,
1295
+ "logps/rejected": -336.0,
1296
+ "loss": 0.0266,
1297
+ "rewards/accuracies": 1.0,
1298
+ "rewards/chosen": 0.44921875,
1299
+ "rewards/margins": 5.9375,
1300
+ "rewards/rejected": -5.46875,
1301
  "step": 830
1302
  },
1303
  {
1304
  "epoch": 2.68370607028754,
1305
+ "grad_norm": 19.998975812271155,
1306
  "learning_rate": 5.857988165680473e-08,
1307
+ "logits/chosen": -2.96875,
1308
+ "logits/rejected": -2.96875,
1309
+ "logps/chosen": -272.0,
1310
+ "logps/rejected": -316.0,
1311
+ "loss": 0.0428,
1312
+ "rewards/accuracies": 0.9750000238418579,
1313
+ "rewards/chosen": 0.59765625,
1314
+ "rewards/margins": 5.6875,
1315
+ "rewards/rejected": -5.09375,
1316
  "step": 840
1317
  },
1318
  {
1319
  "epoch": 2.7156549520766773,
1320
+ "grad_norm": 8.111211588972713,
1321
  "learning_rate": 5.266272189349112e-08,
1322
+ "logits/chosen": -3.015625,
1323
+ "logits/rejected": -2.984375,
1324
+ "logps/chosen": -262.0,
1325
+ "logps/rejected": -314.0,
1326
+ "loss": 0.0163,
1327
+ "rewards/accuracies": 1.0,
1328
+ "rewards/chosen": 0.87109375,
1329
+ "rewards/margins": 5.71875,
1330
+ "rewards/rejected": -4.875,
1331
  "step": 850
1332
  },
1333
  {
1334
  "epoch": 2.747603833865815,
1335
+ "grad_norm": 4.3696948627392445,
1336
  "learning_rate": 4.674556213017751e-08,
1337
+ "logits/chosen": -3.0,
1338
+ "logits/rejected": -2.90625,
1339
+ "logps/chosen": -268.0,
1340
+ "logps/rejected": -330.0,
1341
+ "loss": 0.0171,
1342
+ "rewards/accuracies": 1.0,
1343
+ "rewards/chosen": 0.390625,
1344
+ "rewards/margins": 6.375,
1345
+ "rewards/rejected": -5.96875,
1346
  "step": 860
1347
  },
1348
  {
1349
  "epoch": 2.779552715654952,
1350
+ "grad_norm": 9.013340988525037,
1351
  "learning_rate": 4.082840236686391e-08,
1352
+ "logits/chosen": -3.03125,
1353
+ "logits/rejected": -2.953125,
1354
+ "logps/chosen": -276.0,
1355
+ "logps/rejected": -324.0,
1356
+ "loss": 0.033,
1357
+ "rewards/accuracies": 0.9750000238418579,
1358
+ "rewards/chosen": 0.0693359375,
1359
+ "rewards/margins": 5.6875,
1360
+ "rewards/rejected": -5.625,
1361
  "step": 870
1362
  },
1363
  {
1364
  "epoch": 2.8115015974440896,
1365
+ "grad_norm": 10.6005436998683,
1366
  "learning_rate": 3.4911242603550294e-08,
1367
+ "logits/chosen": -2.9375,
1368
+ "logits/rejected": -2.9375,
1369
+ "logps/chosen": -276.0,
1370
+ "logps/rejected": -342.0,
1371
+ "loss": 0.0289,
1372
  "rewards/accuracies": 0.987500011920929,
1373
+ "rewards/chosen": 0.1806640625,
1374
+ "rewards/margins": 6.375,
1375
+ "rewards/rejected": -6.1875,
1376
  "step": 880
1377
  },
1378
  {
1379
  "epoch": 2.8434504792332267,
1380
+ "grad_norm": 8.619929556764896,
1381
  "learning_rate": 2.8994082840236687e-08,
1382
+ "logits/chosen": -2.953125,
1383
+ "logits/rejected": -3.0,
1384
+ "logps/chosen": -270.0,
1385
+ "logps/rejected": -324.0,
1386
+ "loss": 0.0273,
1387
+ "rewards/accuracies": 1.0,
1388
+ "rewards/chosen": 0.359375,
1389
+ "rewards/margins": 6.3125,
1390
+ "rewards/rejected": -5.96875,
1391
  "step": 890
1392
  },
1393
  {
1394
  "epoch": 2.8753993610223643,
1395
+ "grad_norm": 8.796113060930784,
1396
  "learning_rate": 2.3076923076923076e-08,
1397
+ "logits/chosen": -3.015625,
1398
+ "logits/rejected": -2.890625,
1399
+ "logps/chosen": -268.0,
1400
+ "logps/rejected": -330.0,
1401
+ "loss": 0.0314,
1402
+ "rewards/accuracies": 1.0,
1403
+ "rewards/chosen": 0.087890625,
1404
+ "rewards/margins": 5.71875,
1405
+ "rewards/rejected": -5.625,
1406
  "step": 900
1407
  },
1408
  {
1409
  "epoch": 2.9073482428115014,
1410
+ "grad_norm": 10.748451177210375,
1411
  "learning_rate": 1.7159763313609465e-08,
1412
+ "logits/chosen": -2.9375,
1413
+ "logits/rejected": -2.859375,
1414
+ "logps/chosen": -276.0,
1415
+ "logps/rejected": -332.0,
1416
+ "loss": 0.0263,
1417
+ "rewards/accuracies": 0.9750000238418579,
1418
+ "rewards/chosen": 0.4609375,
1419
+ "rewards/margins": 6.25,
1420
+ "rewards/rejected": -5.8125,
1421
  "step": 910
1422
  },
1423
  {
1424
  "epoch": 2.939297124600639,
1425
+ "grad_norm": 25.184969388385202,
1426
  "learning_rate": 1.1242603550295858e-08,
1427
+ "logits/chosen": -3.078125,
1428
+ "logits/rejected": -2.90625,
1429
+ "logps/chosen": -270.0,
1430
+ "logps/rejected": -336.0,
1431
+ "loss": 0.0173,
1432
+ "rewards/accuracies": 1.0,
1433
+ "rewards/chosen": 0.05517578125,
1434
+ "rewards/margins": 5.8125,
1435
+ "rewards/rejected": -5.75,
1436
  "step": 920
1437
  },
1438
  {
1439
  "epoch": 2.9712460063897765,
1440
+ "grad_norm": 18.238796703298632,
1441
  "learning_rate": 5.325443786982248e-09,
1442
+ "logits/chosen": -2.96875,
1443
+ "logits/rejected": -2.9375,
1444
+ "logps/chosen": -270.0,
1445
+ "logps/rejected": -326.0,
1446
+ "loss": 0.0287,
1447
+ "rewards/accuracies": 0.987500011920929,
1448
+ "rewards/chosen": 0.3515625,
1449
+ "rewards/margins": 5.875,
1450
+ "rewards/rejected": -5.5,
1451
  "step": 930
1452
  },
1453
  {
1454
  "epoch": 3.0,
1455
+ "eval_logits/chosen": -2.984375,
1456
+ "eval_logits/rejected": -3.015625,
1457
+ "eval_logps/chosen": -286.0,
1458
+ "eval_logps/rejected": -296.0,
1459
+ "eval_loss": 0.7446093559265137,
1460
+ "eval_rewards/accuracies": 0.6964285969734192,
1461
+ "eval_rewards/chosen": -1.34375,
1462
+ "eval_rewards/margins": 1.40625,
1463
+ "eval_rewards/rejected": -2.75,
1464
+ "eval_runtime": 15.7054,
1465
+ "eval_samples_per_second": 12.734,
1466
+ "eval_steps_per_second": 0.446,
1467
  "step": 939
1468
  },
1469
  {
1470
  "epoch": 3.0,
1471
  "step": 939,
1472
  "total_flos": 0.0,
1473
+ "train_loss": 0.2350319262129811,
1474
+ "train_runtime": 4857.9615,
1475
+ "train_samples_per_second": 6.174,
1476
+ "train_steps_per_second": 0.193
1477
  }
1478
  ],
1479
  "logging_steps": 10,