Taywon commited on
Commit
b84d967
·
verified ·
1 Parent(s): 1b1cd34

Model save

Browse files
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/taywonmin/dpo/runs/40mznwdu)
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/taywonmin/dpo/runs/73kcciuv)
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
 
adapter_config.json CHANGED
@@ -23,13 +23,13 @@
23
  "rank_pattern": {},
24
  "revision": null,
25
  "target_modules": [
26
- "up_proj",
27
  "q_proj",
28
- "k_proj",
29
  "down_proj",
30
- "o_proj",
31
  "v_proj",
32
- "gate_proj"
 
 
 
33
  ],
34
  "task_type": "CAUSAL_LM",
35
  "use_dora": false,
 
23
  "rank_pattern": {},
24
  "revision": null,
25
  "target_modules": [
 
26
  "q_proj",
 
27
  "down_proj",
 
28
  "v_proj",
29
+ "up_proj",
30
+ "k_proj",
31
+ "gate_proj",
32
+ "o_proj"
33
  ],
34
  "task_type": "CAUSAL_LM",
35
  "use_dora": false,
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a1e0155cafed3540b833d0db98b4f2c7b8b37162d11d6747dbb90cbe0ffa2184
3
  size 83946192
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b89cf84ef26ec8b818991a77dcc683eb1b689acb33a13a3b4b4cc497e35185c6
3
  size 83946192
all_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 1.9968,
3
  "total_flos": 0.0,
4
- "train_loss": 44.22676282051282,
5
- "train_runtime": 18786.9086,
6
  "train_samples": 15000,
7
- "train_samples_per_second": 1.597,
8
- "train_steps_per_second": 0.025
9
  }
 
1
  {
2
  "epoch": 1.9968,
3
  "total_flos": 0.0,
4
+ "train_loss": 44.232705662393165,
5
+ "train_runtime": 24109.1423,
6
  "train_samples": 15000,
7
+ "train_samples_per_second": 1.244,
8
+ "train_steps_per_second": 0.019
9
  }
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 1.9968,
3
  "total_flos": 0.0,
4
- "train_loss": 44.22676282051282,
5
- "train_runtime": 18786.9086,
6
  "train_samples": 15000,
7
- "train_samples_per_second": 1.597,
8
- "train_steps_per_second": 0.025
9
  }
 
1
  {
2
  "epoch": 1.9968,
3
  "total_flos": 0.0,
4
+ "train_loss": 44.232705662393165,
5
+ "train_runtime": 24109.1423,
6
  "train_samples": 15000,
7
+ "train_samples_per_second": 1.244,
8
+ "train_steps_per_second": 0.019
9
  }
trainer_state.json CHANGED
@@ -10,7 +10,7 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.004266666666666667,
13
- "grad_norm": 90.35691833496094,
14
  "learning_rate": 1.0638297872340425e-08,
15
  "logits/chosen": -0.26953125,
16
  "logits/rejected": -0.259765625,
@@ -25,318 +25,318 @@
25
  },
26
  {
27
  "epoch": 0.042666666666666665,
28
- "grad_norm": 88.77778625488281,
29
  "learning_rate": 1.0638297872340425e-07,
30
  "logits/chosen": -0.294921875,
31
  "logits/rejected": -0.30078125,
32
  "logps/chosen": -286.0,
33
  "logps/rejected": -288.0,
34
- "loss": 44.3346,
35
- "rewards/accuracies": 0.21875,
36
- "rewards/chosen": -0.00015163421630859375,
37
- "rewards/margins": -0.00031280517578125,
38
- "rewards/rejected": 0.00016307830810546875,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.08533333333333333,
43
- "grad_norm": 85.02588653564453,
44
  "learning_rate": 2.127659574468085e-07,
45
  "logits/chosen": -0.29296875,
46
  "logits/rejected": -0.29296875,
47
  "logps/chosen": -292.0,
48
  "logps/rejected": -300.0,
49
- "loss": 44.3984,
50
- "rewards/accuracies": 0.22812500596046448,
51
- "rewards/chosen": 0.001220703125,
52
- "rewards/margins": -0.00286865234375,
53
- "rewards/rejected": 0.00408935546875,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.128,
58
- "grad_norm": 81.32013702392578,
59
  "learning_rate": 3.1914893617021275e-07,
60
  "logits/chosen": -0.2890625,
61
  "logits/rejected": -0.271484375,
62
  "logps/chosen": -302.0,
63
  "logps/rejected": -310.0,
64
- "loss": 44.4117,
65
- "rewards/accuracies": 0.23906250298023224,
66
- "rewards/chosen": -0.0020751953125,
67
- "rewards/margins": -0.0009307861328125,
68
- "rewards/rejected": -0.00113677978515625,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.17066666666666666,
73
- "grad_norm": 81.49674224853516,
74
  "learning_rate": 4.25531914893617e-07,
75
  "logits/chosen": -0.29296875,
76
  "logits/rejected": -0.283203125,
77
  "logps/chosen": -288.0,
78
  "logps/rejected": -316.0,
79
- "loss": 44.3172,
80
- "rewards/accuracies": 0.2421875,
81
- "rewards/chosen": 0.00095367431640625,
82
- "rewards/margins": 0.00028228759765625,
83
- "rewards/rejected": 0.00067138671875,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.21333333333333335,
88
- "grad_norm": 87.48751831054688,
89
  "learning_rate": 4.999373573764186e-07,
90
  "logits/chosen": -0.291015625,
91
  "logits/rejected": -0.28515625,
92
  "logps/chosen": -298.0,
93
  "logps/rejected": -310.0,
94
- "loss": 44.359,
95
- "rewards/accuracies": 0.23125000298023224,
96
- "rewards/chosen": -0.00015163421630859375,
97
- "rewards/margins": -7.915496826171875e-05,
98
- "rewards/rejected": -7.343292236328125e-05,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.256,
103
- "grad_norm": 83.65928649902344,
104
  "learning_rate": 4.988245838331339e-07,
105
  "logits/chosen": -0.279296875,
106
  "logits/rejected": -0.287109375,
107
  "logps/chosen": -294.0,
108
  "logps/rejected": -304.0,
109
- "loss": 44.4406,
110
- "rewards/accuracies": 0.22499999403953552,
111
- "rewards/chosen": 0.0002346038818359375,
112
- "rewards/margins": -0.0030670166015625,
113
- "rewards/rejected": 0.0033111572265625,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.2986666666666667,
118
- "grad_norm": 91.81689453125,
119
  "learning_rate": 4.963268819535228e-07,
120
  "logits/chosen": -0.2890625,
121
  "logits/rejected": -0.3125,
122
  "logps/chosen": -298.0,
123
  "logps/rejected": -314.0,
124
- "loss": 44.259,
125
- "rewards/accuracies": 0.24375000596046448,
126
- "rewards/chosen": 0.0016021728515625,
127
- "rewards/margins": 0.0035400390625,
128
- "rewards/rejected": -0.0019378662109375,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.3413333333333333,
133
- "grad_norm": 79.64093780517578,
134
  "learning_rate": 4.924581536521611e-07,
135
  "logits/chosen": -0.296875,
136
  "logits/rejected": -0.298828125,
137
  "logps/chosen": -286.0,
138
  "logps/rejected": -300.0,
139
- "loss": 44.3164,
140
- "rewards/accuracies": 0.2750000059604645,
141
- "rewards/chosen": 0.0006561279296875,
142
- "rewards/margins": 0.000789642333984375,
143
- "rewards/rejected": -0.0001373291015625,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.384,
148
- "grad_norm": 78.20446014404297,
149
  "learning_rate": 4.872399318152593e-07,
150
  "logits/chosen": -0.26953125,
151
  "logits/rejected": -0.287109375,
152
  "logps/chosen": -296.0,
153
  "logps/rejected": -304.0,
154
- "loss": 44.3707,
155
- "rewards/accuracies": 0.21718749403953552,
156
- "rewards/chosen": 0.0002536773681640625,
157
- "rewards/margins": -0.00145721435546875,
158
- "rewards/rejected": 0.00171661376953125,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.4266666666666667,
163
- "grad_norm": 80.95758056640625,
164
  "learning_rate": 4.807012604511541e-07,
165
  "logits/chosen": -0.28515625,
166
- "logits/rejected": -0.283203125,
167
  "logps/chosen": -290.0,
168
  "logps/rejected": -312.0,
169
- "loss": 44.1969,
170
- "rewards/accuracies": 0.2562499940395355,
171
- "rewards/chosen": 0.00160980224609375,
172
- "rewards/margins": 0.00518798828125,
173
- "rewards/rejected": -0.003570556640625,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.4266666666666667,
178
  "eval_logits/chosen": -0.298828125,
179
  "eval_logits/rejected": -0.29296875,
180
- "eval_logps/chosen": -286.0,
181
  "eval_logps/rejected": -310.0,
182
- "eval_loss": 0.6939593553543091,
183
- "eval_rewards/accuracies": 0.2307213842868805,
184
- "eval_rewards/chosen": -0.00445556640625,
185
- "eval_rewards/margins": -0.0027313232421875,
186
- "eval_rewards/rejected": -0.00171661376953125,
187
- "eval_runtime": 459.9009,
188
- "eval_samples_per_second": 2.329,
189
- "eval_steps_per_second": 0.583,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.4693333333333333,
194
- "grad_norm": 85.51716613769531,
195
  "learning_rate": 4.7287853303477696e-07,
196
  "logits/chosen": -0.28125,
197
  "logits/rejected": -0.291015625,
198
  "logps/chosen": -306.0,
199
  "logps/rejected": -312.0,
200
- "loss": 44.2773,
201
- "rewards/accuracies": 0.234375,
202
- "rewards/chosen": -0.00080108642578125,
203
- "rewards/margins": 0.001739501953125,
204
- "rewards/rejected": -0.0025482177734375,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.512,
209
- "grad_norm": 81.00068664550781,
210
  "learning_rate": 4.638152899458579e-07,
211
  "logits/chosen": -0.30859375,
212
- "logits/rejected": -0.291015625,
213
  "logps/chosen": -288.0,
214
  "logps/rejected": -306.0,
215
- "loss": 44.3676,
216
  "rewards/accuracies": 0.24531249701976776,
217
- "rewards/chosen": 8.344650268554688e-05,
218
- "rewards/margins": -0.00128936767578125,
219
- "rewards/rejected": 0.00136566162109375,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.5546666666666666,
224
- "grad_norm": 85.14149475097656,
225
  "learning_rate": 4.535619761282988e-07,
226
  "logits/chosen": -0.3046875,
227
  "logits/rejected": -0.294921875,
228
  "logps/chosen": -290.0,
229
  "logps/rejected": -304.0,
230
- "loss": 44.2191,
231
- "rewards/accuracies": 0.265625,
232
- "rewards/chosen": 0.00116729736328125,
233
- "rewards/margins": 0.00408935546875,
234
- "rewards/rejected": -0.0029144287109375,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.5973333333333334,
239
- "grad_norm": 84.01438903808594,
240
  "learning_rate": 4.42175660319555e-07,
241
  "logits/chosen": -0.32421875,
242
  "logits/rejected": -0.322265625,
243
  "logps/chosen": -292.0,
244
  "logps/rejected": -312.0,
245
- "loss": 44.2227,
246
- "rewards/accuracies": 0.2718749940395355,
247
- "rewards/chosen": 0.0031280517578125,
248
- "rewards/margins": 0.00341796875,
249
- "rewards/rejected": -0.0002880096435546875,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.64,
254
- "grad_norm": 82.61894226074219,
255
  "learning_rate": 4.2971971741276185e-07,
256
  "logits/chosen": -0.271484375,
257
  "logits/rejected": -0.287109375,
258
  "logps/chosen": -286.0,
259
  "logps/rejected": -292.0,
260
- "loss": 44.2574,
261
- "rewards/accuracies": 0.27031248807907104,
262
- "rewards/chosen": 0.00017642974853515625,
263
- "rewards/margins": 0.0025177001953125,
264
- "rewards/rejected": -0.002349853515625,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.6826666666666666,
269
- "grad_norm": 89.2070083618164,
270
  "learning_rate": 4.162634757195417e-07,
271
  "logits/chosen": -0.296875,
272
- "logits/rejected": -0.275390625,
273
  "logps/chosen": -292.0,
274
  "logps/rejected": -304.0,
275
- "loss": 44.3555,
276
- "rewards/accuracies": 0.2515625059604645,
277
- "rewards/chosen": -0.001861572265625,
278
- "rewards/margins": -0.0003337860107421875,
279
- "rewards/rejected": -0.00153350830078125,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.7253333333333334,
284
- "grad_norm": 86.56590270996094,
285
  "learning_rate": 4.018818310967842e-07,
286
  "logits/chosen": -0.302734375,
287
  "logits/rejected": -0.3203125,
288
  "logps/chosen": -290.0,
289
  "logps/rejected": -306.0,
290
- "loss": 44.3066,
291
- "rewards/accuracies": 0.2562499940395355,
292
- "rewards/chosen": 0.00018310546875,
293
- "rewards/margins": 0.000530242919921875,
294
- "rewards/rejected": -0.000347137451171875,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.768,
299
- "grad_norm": 93.4621810913086,
300
  "learning_rate": 3.8665483008512536e-07,
301
  "logits/chosen": -0.310546875,
302
  "logits/rejected": -0.31640625,
303
  "logps/chosen": -292.0,
304
  "logps/rejected": -320.0,
305
- "loss": 44.1559,
306
- "rewards/accuracies": 0.2562499940395355,
307
- "rewards/chosen": 0.0025787353515625,
308
- "rewards/margins": 0.005706787109375,
309
- "rewards/rejected": -0.0031280517578125,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.8106666666666666,
314
- "grad_norm": 94.01226043701172,
315
  "learning_rate": 3.706672243793271e-07,
316
  "logits/chosen": -0.302734375,
317
  "logits/rejected": -0.291015625,
318
  "logps/chosen": -292.0,
319
  "logps/rejected": -314.0,
320
- "loss": 44.2023,
321
- "rewards/accuracies": 0.2828125059604645,
322
- "rewards/chosen": -0.000850677490234375,
323
- "rewards/margins": 0.004608154296875,
324
- "rewards/rejected": -0.005462646484375,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.8533333333333334,
329
- "grad_norm": 92.45079040527344,
330
  "learning_rate": 3.540079991103235e-07,
331
  "logits/chosen": -0.287109375,
332
  "logits/rejected": -0.26953125,
333
  "logps/chosen": -294.0,
334
  "logps/rejected": -306.0,
335
- "loss": 44.252,
336
- "rewards/accuracies": 0.25312501192092896,
337
- "rewards/chosen": -0.000728607177734375,
338
- "rewards/margins": 0.0027008056640625,
339
- "rewards/rejected": -0.0034332275390625,
340
  "step": 200
341
  },
342
  {
@@ -345,164 +345,164 @@
345
  "eval_logits/rejected": -0.29296875,
346
  "eval_logps/chosen": -286.0,
347
  "eval_logps/rejected": -310.0,
348
- "eval_loss": 0.6918511986732483,
349
- "eval_rewards/accuracies": 0.2736318111419678,
350
- "eval_rewards/chosen": -0.004791259765625,
351
- "eval_rewards/margins": 0.00189971923828125,
352
- "eval_rewards/rejected": -0.006683349609375,
353
- "eval_runtime": 459.621,
354
- "eval_samples_per_second": 2.33,
355
- "eval_steps_per_second": 0.583,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.896,
360
- "grad_norm": 94.09961700439453,
361
  "learning_rate": 3.367698775644589e-07,
362
  "logits/chosen": -0.302734375,
363
  "logits/rejected": -0.30859375,
364
  "logps/chosen": -286.0,
365
- "logps/rejected": -326.0,
366
- "loss": 44.2695,
367
- "rewards/accuracies": 0.24062499403953552,
368
- "rewards/chosen": -0.00180816650390625,
369
- "rewards/margins": 0.00262451171875,
370
- "rewards/rejected": -0.00445556640625,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.9386666666666666,
375
- "grad_norm": 85.7844009399414,
376
  "learning_rate": 3.1904880509659394e-07,
377
  "logits/chosen": -0.30859375,
378
  "logits/rejected": -0.310546875,
379
  "logps/chosen": -288.0,
380
  "logps/rejected": -292.0,
381
- "loss": 44.091,
382
- "rewards/accuracies": 0.2874999940395355,
383
- "rewards/chosen": -0.001556396484375,
384
- "rewards/margins": 0.00775146484375,
385
- "rewards/rejected": -0.00933837890625,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.9813333333333333,
390
- "grad_norm": 86.97068786621094,
391
  "learning_rate": 3.0094341510955693e-07,
392
  "logits/chosen": -0.30859375,
393
  "logits/rejected": -0.306640625,
394
  "logps/chosen": -294.0,
395
  "logps/rejected": -314.0,
396
- "loss": 44.3172,
397
- "rewards/accuracies": 0.25468748807907104,
398
- "rewards/chosen": -0.003997802734375,
399
- "rewards/margins": 0.00127410888671875,
400
- "rewards/rejected": -0.0052490234375,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 1.024,
405
- "grad_norm": 86.17741394042969,
406
  "learning_rate": 2.825544800722376e-07,
407
  "logits/chosen": -0.296875,
408
  "logits/rejected": -0.310546875,
409
  "logps/chosen": -288.0,
410
- "logps/rejected": -294.0,
411
- "loss": 44.2883,
412
- "rewards/accuracies": 0.26875001192092896,
413
- "rewards/chosen": -0.0050048828125,
414
- "rewards/margins": 0.00131988525390625,
415
- "rewards/rejected": -0.00634765625,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 1.0666666666666667,
420
- "grad_norm": 84.55401611328125,
421
  "learning_rate": 2.639843506318899e-07,
422
  "logits/chosen": -0.2890625,
423
  "logits/rejected": -0.279296875,
424
  "logps/chosen": -292.0,
425
  "logps/rejected": -308.0,
426
- "loss": 44.2082,
427
- "rewards/accuracies": 0.2750000059604645,
428
- "rewards/chosen": -0.00244140625,
429
- "rewards/margins": 0.004669189453125,
430
- "rewards/rejected": -0.007110595703125,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 1.1093333333333333,
435
- "grad_norm": 92.86680603027344,
436
  "learning_rate": 2.453363859424809e-07,
437
  "logits/chosen": -0.29296875,
438
  "logits/rejected": -0.28515625,
439
  "logps/chosen": -298.0,
440
  "logps/rejected": -308.0,
441
- "loss": 44.1832,
442
- "rewards/accuracies": 0.26875001192092896,
443
- "rewards/chosen": -0.00164031982421875,
444
- "rewards/margins": 0.00433349609375,
445
- "rewards/rejected": -0.0059814453125,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 1.152,
450
- "grad_norm": 86.82894134521484,
451
  "learning_rate": 2.267143783798094e-07,
452
  "logits/chosen": -0.29296875,
453
  "logits/rejected": -0.29296875,
454
  "logps/chosen": -286.0,
455
  "logps/rejected": -318.0,
456
- "loss": 44.2215,
457
- "rewards/accuracies": 0.28593748807907104,
458
- "rewards/chosen": -0.0030670166015625,
459
- "rewards/margins": 0.00445556640625,
460
- "rewards/rejected": -0.007537841796875,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 1.1946666666666665,
465
- "grad_norm": 84.78350830078125,
466
  "learning_rate": 2.0822197584536287e-07,
467
  "logits/chosen": -0.291015625,
468
  "logits/rejected": -0.275390625,
469
  "logps/chosen": -292.0,
470
  "logps/rejected": -296.0,
471
- "loss": 44.1984,
472
  "rewards/accuracies": 0.2890625,
473
- "rewards/chosen": -0.0036163330078125,
474
- "rewards/margins": 0.004730224609375,
475
- "rewards/rejected": -0.00836181640625,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 1.2373333333333334,
480
- "grad_norm": 89.55054473876953,
481
  "learning_rate": 1.899621048743019e-07,
482
  "logits/chosen": -0.298828125,
483
  "logits/rejected": -0.298828125,
484
  "logps/chosen": -290.0,
485
  "logps/rejected": -312.0,
486
- "loss": 44.1383,
487
- "rewards/accuracies": 0.2953124940395355,
488
- "rewards/chosen": -0.0021209716796875,
489
- "rewards/margins": 0.006591796875,
490
- "rewards/rejected": -0.00872802734375,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 1.28,
495
- "grad_norm": 89.7422103881836,
496
  "learning_rate": 1.7203639775848423e-07,
497
  "logits/chosen": -0.294921875,
498
  "logits/rejected": -0.29296875,
499
  "logps/chosen": -290.0,
500
  "logps/rejected": -308.0,
501
- "loss": 44.2414,
502
- "rewards/accuracies": 0.27812498807907104,
503
- "rewards/chosen": -0.0032806396484375,
504
- "rewards/margins": 0.004241943359375,
505
- "rewards/rejected": -0.00750732421875,
506
  "step": 300
507
  },
508
  {
@@ -511,280 +511,280 @@
511
  "eval_logits/rejected": -0.29296875,
512
  "eval_logps/chosen": -286.0,
513
  "eval_logps/rejected": -310.0,
514
- "eval_loss": 0.6888421773910522,
515
- "eval_rewards/accuracies": 0.3230721056461334,
516
- "eval_rewards/chosen": -0.005523681640625,
517
- "eval_rewards/margins": 0.00811767578125,
518
- "eval_rewards/rejected": -0.01361083984375,
519
- "eval_runtime": 460.4003,
520
- "eval_samples_per_second": 2.326,
521
- "eval_steps_per_second": 0.582,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 1.3226666666666667,
526
- "grad_norm": 90.79902648925781,
527
  "learning_rate": 1.5454462687309444e-07,
528
- "logits/chosen": -0.291015625,
529
  "logits/rejected": -0.302734375,
530
- "logps/chosen": -294.0,
531
  "logps/rejected": -300.0,
532
- "loss": 44.1832,
533
- "rewards/accuracies": 0.30937498807907104,
534
- "rewards/chosen": -0.001922607421875,
535
- "rewards/margins": 0.005157470703125,
536
- "rewards/rejected": -0.007080078125,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 1.3653333333333333,
541
- "grad_norm": 96.5140151977539,
542
  "learning_rate": 1.3758414935535145e-07,
543
  "logits/chosen": -0.287109375,
544
  "logits/rejected": -0.296875,
545
  "logps/chosen": -286.0,
546
  "logps/rejected": -302.0,
547
- "loss": 43.9086,
548
- "rewards/accuracies": 0.3296875059604645,
549
- "rewards/chosen": 0.00029754638671875,
550
- "rewards/margins": 0.0137939453125,
551
- "rewards/rejected": -0.01348876953125,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 1.408,
556
- "grad_norm": 89.23600769042969,
557
  "learning_rate": 1.212493652261462e-07,
558
  "logits/chosen": -0.298828125,
559
  "logits/rejected": -0.275390625,
560
  "logps/chosen": -290.0,
561
  "logps/rejected": -296.0,
562
- "loss": 44.1137,
563
- "rewards/accuracies": 0.3140625059604645,
564
- "rewards/chosen": -0.000919342041015625,
565
- "rewards/margins": 0.00830078125,
566
- "rewards/rejected": -0.00921630859375,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 1.4506666666666668,
571
- "grad_norm": 89.18199920654297,
572
  "learning_rate": 1.0563119197063933e-07,
573
  "logits/chosen": -0.28515625,
574
  "logits/rejected": -0.30078125,
575
  "logps/chosen": -290.0,
576
  "logps/rejected": -308.0,
577
- "loss": 44.1242,
578
- "rewards/accuracies": 0.2828125059604645,
579
- "rewards/chosen": -0.0030975341796875,
580
- "rewards/margins": 0.006805419921875,
581
- "rewards/rejected": -0.0098876953125,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 1.4933333333333334,
586
- "grad_norm": 84.16763305664062,
587
  "learning_rate": 9.081655850224449e-08,
588
- "logits/chosen": -0.2890625,
589
  "logits/rejected": -0.298828125,
590
  "logps/chosen": -290.0,
591
  "logps/rejected": -300.0,
592
- "loss": 44.3461,
593
- "rewards/accuracies": 0.28593748807907104,
594
- "rewards/chosen": -0.005218505859375,
595
- "rewards/margins": 0.000946044921875,
596
- "rewards/rejected": -0.00616455078125,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 1.536,
601
- "grad_norm": 81.6413345336914,
602
  "learning_rate": 7.68879213265311e-08,
603
  "logits/chosen": -0.298828125,
604
  "logits/rejected": -0.283203125,
605
  "logps/chosen": -284.0,
606
  "logps/rejected": -308.0,
607
- "loss": 44.059,
608
- "rewards/accuracies": 0.3421874940395355,
609
- "rewards/chosen": -0.0040283203125,
610
- "rewards/margins": 0.0101318359375,
611
- "rewards/rejected": -0.01416015625,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 1.5786666666666667,
616
- "grad_norm": 88.10057067871094,
617
  "learning_rate": 6.392280559802341e-08,
618
  "logits/chosen": -0.302734375,
619
  "logits/rejected": -0.30078125,
620
  "logps/chosen": -288.0,
621
  "logps/rejected": -316.0,
622
- "loss": 44.1699,
623
- "rewards/accuracies": 0.2906250059604645,
624
- "rewards/chosen": -0.006011962890625,
625
- "rewards/margins": 0.005767822265625,
626
- "rewards/rejected": -0.01177978515625,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 1.6213333333333333,
631
- "grad_norm": 81.20230865478516,
632
  "learning_rate": 5.199337362431791e-08,
633
  "logits/chosen": -0.298828125,
634
  "logits/rejected": -0.3046875,
635
  "logps/chosen": -292.0,
636
  "logps/rejected": -296.0,
637
- "loss": 44.0707,
638
- "rewards/accuracies": 0.3125,
639
- "rewards/chosen": -0.003448486328125,
640
- "rewards/margins": 0.00762939453125,
641
- "rewards/rejected": -0.01104736328125,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.6640000000000001,
646
- "grad_norm": 80.65179443359375,
647
  "learning_rate": 4.116602321917617e-08,
648
  "logits/chosen": -0.283203125,
649
  "logits/rejected": -0.283203125,
650
  "logps/chosen": -274.0,
651
  "logps/rejected": -290.0,
652
- "loss": 44.0711,
653
- "rewards/accuracies": 0.3499999940395355,
654
- "rewards/chosen": -0.000949859619140625,
655
- "rewards/margins": 0.01055908203125,
656
- "rewards/rejected": -0.011474609375,
657
  "step": 390
658
  },
659
  {
660
  "epoch": 1.7066666666666666,
661
- "grad_norm": 85.26924133300781,
662
  "learning_rate": 3.150101814011136e-08,
663
  "logits/chosen": -0.302734375,
664
  "logits/rejected": -0.2890625,
665
  "logps/chosen": -298.0,
666
  "logps/rejected": -312.0,
667
- "loss": 44.1828,
668
- "rewards/accuracies": 0.30781251192092896,
669
- "rewards/chosen": -0.00469970703125,
670
- "rewards/margins": 0.005584716796875,
671
- "rewards/rejected": -0.01031494140625,
672
  "step": 400
673
  },
674
  {
675
  "epoch": 1.7066666666666666,
676
  "eval_logits/chosen": -0.298828125,
677
- "eval_logits/rejected": -0.294921875,
678
  "eval_logps/chosen": -286.0,
679
  "eval_logps/rejected": -310.0,
680
- "eval_loss": 0.6894002556800842,
681
- "eval_rewards/accuracies": 0.3258706331253052,
682
- "eval_rewards/chosen": -0.006072998046875,
683
- "eval_rewards/margins": 0.007293701171875,
684
- "eval_rewards/rejected": -0.01336669921875,
685
- "eval_runtime": 458.4919,
686
- "eval_samples_per_second": 2.336,
687
- "eval_steps_per_second": 0.585,
688
  "step": 400
689
  },
690
  {
691
  "epoch": 1.7493333333333334,
692
- "grad_norm": 86.79267120361328,
693
  "learning_rate": 2.3052152667409287e-08,
694
  "logits/chosen": -0.287109375,
695
  "logits/rejected": -0.298828125,
696
  "logps/chosen": -306.0,
697
  "logps/rejected": -318.0,
698
- "loss": 44.1758,
699
- "rewards/accuracies": 0.33281248807907104,
700
- "rewards/chosen": -0.006134033203125,
701
- "rewards/margins": 0.007598876953125,
702
- "rewards/rejected": -0.01373291015625,
703
  "step": 410
704
  },
705
  {
706
  "epoch": 1.792,
707
- "grad_norm": 84.9378890991211,
708
  "learning_rate": 1.5866452191498486e-08,
709
  "logits/chosen": -0.314453125,
710
  "logits/rejected": -0.310546875,
711
  "logps/chosen": -290.0,
712
  "logps/rejected": -304.0,
713
- "loss": 44.1461,
714
- "rewards/accuracies": 0.30781251192092896,
715
- "rewards/chosen": -0.006988525390625,
716
- "rewards/margins": 0.006927490234375,
717
- "rewards/rejected": -0.013916015625,
718
  "step": 420
719
  },
720
  {
721
  "epoch": 1.8346666666666667,
722
- "grad_norm": 79.13160705566406,
723
  "learning_rate": 9.983911475163725e-09,
724
  "logits/chosen": -0.294921875,
725
  "logits/rejected": -0.30859375,
726
  "logps/chosen": -292.0,
727
  "logps/rejected": -310.0,
728
- "loss": 44.0379,
729
- "rewards/accuracies": 0.3046875,
730
- "rewards/chosen": -0.000766754150390625,
731
- "rewards/margins": 0.00958251953125,
732
- "rewards/rejected": -0.0103759765625,
733
  "step": 430
734
  },
735
  {
736
  "epoch": 1.8773333333333333,
737
- "grad_norm": 97.61653900146484,
738
  "learning_rate": 5.437272047405711e-09,
739
  "logits/chosen": -0.294921875,
740
  "logits/rejected": -0.294921875,
741
  "logps/chosen": -304.0,
742
  "logps/rejected": -310.0,
743
- "loss": 44.2473,
744
- "rewards/accuracies": 0.29218751192092896,
745
- "rewards/chosen": -0.006591796875,
746
- "rewards/margins": 0.003082275390625,
747
- "rewards/rejected": -0.0096435546875,
748
  "step": 440
749
  },
750
  {
751
  "epoch": 1.92,
752
- "grad_norm": 85.73612213134766,
753
  "learning_rate": 2.251839967945535e-09,
754
  "logits/chosen": -0.298828125,
755
  "logits/rejected": -0.3046875,
756
  "logps/chosen": -300.0,
757
  "logps/rejected": -308.0,
758
- "loss": 44.2469,
759
- "rewards/accuracies": 0.2953124940395355,
760
- "rewards/chosen": -0.00921630859375,
761
- "rewards/margins": 0.003173828125,
762
- "rewards/rejected": -0.01239013671875,
763
  "step": 450
764
  },
765
  {
766
  "epoch": 1.9626666666666668,
767
- "grad_norm": 86.48017883300781,
768
  "learning_rate": 4.453449766758932e-10,
769
  "logits/chosen": -0.291015625,
770
  "logits/rejected": -0.294921875,
771
  "logps/chosen": -296.0,
772
  "logps/rejected": -314.0,
773
- "loss": 44.2691,
774
- "rewards/accuracies": 0.3062500059604645,
775
- "rewards/chosen": -0.00616455078125,
776
- "rewards/margins": 0.0035552978515625,
777
- "rewards/rejected": -0.00970458984375,
778
  "step": 460
779
  },
780
  {
781
  "epoch": 1.9968,
782
  "step": 468,
783
  "total_flos": 0.0,
784
- "train_loss": 44.22676282051282,
785
- "train_runtime": 18786.9086,
786
- "train_samples_per_second": 1.597,
787
- "train_steps_per_second": 0.025
788
  }
789
  ],
790
  "logging_steps": 10,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.004266666666666667,
13
+ "grad_norm": 90.38055419921875,
14
  "learning_rate": 1.0638297872340425e-08,
15
  "logits/chosen": -0.26953125,
16
  "logits/rejected": -0.259765625,
 
25
  },
26
  {
27
  "epoch": 0.042666666666666665,
28
+ "grad_norm": 87.35566711425781,
29
  "learning_rate": 1.0638297872340425e-07,
30
  "logits/chosen": -0.294921875,
31
  "logits/rejected": -0.30078125,
32
  "logps/chosen": -286.0,
33
  "logps/rejected": -288.0,
34
+ "loss": 44.3997,
35
+ "rewards/accuracies": 0.2274305522441864,
36
+ "rewards/chosen": -0.000881195068359375,
37
+ "rewards/margins": -0.0021514892578125,
38
+ "rewards/rejected": 0.0012664794921875,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.08533333333333333,
43
+ "grad_norm": 85.34680938720703,
44
  "learning_rate": 2.127659574468085e-07,
45
  "logits/chosen": -0.29296875,
46
  "logits/rejected": -0.29296875,
47
  "logps/chosen": -292.0,
48
  "logps/rejected": -300.0,
49
+ "loss": 44.3934,
50
+ "rewards/accuracies": 0.22031250596046448,
51
+ "rewards/chosen": 0.0010833740234375,
52
+ "rewards/margins": -0.0021209716796875,
53
+ "rewards/rejected": 0.0031890869140625,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.128,
58
+ "grad_norm": 82.10749816894531,
59
  "learning_rate": 3.1914893617021275e-07,
60
  "logits/chosen": -0.2890625,
61
  "logits/rejected": -0.271484375,
62
  "logps/chosen": -302.0,
63
  "logps/rejected": -310.0,
64
+ "loss": 44.441,
65
+ "rewards/accuracies": 0.2109375,
66
+ "rewards/chosen": -0.00244140625,
67
+ "rewards/margins": -0.0030670166015625,
68
+ "rewards/rejected": 0.0006256103515625,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.17066666666666666,
73
+ "grad_norm": 81.98179626464844,
74
  "learning_rate": 4.25531914893617e-07,
75
  "logits/chosen": -0.29296875,
76
  "logits/rejected": -0.283203125,
77
  "logps/chosen": -288.0,
78
  "logps/rejected": -316.0,
79
+ "loss": 44.3387,
80
+ "rewards/accuracies": 0.23906250298023224,
81
+ "rewards/chosen": 0.000263214111328125,
82
+ "rewards/margins": -0.000209808349609375,
83
+ "rewards/rejected": 0.0004749298095703125,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.21333333333333335,
88
+ "grad_norm": 87.4677963256836,
89
  "learning_rate": 4.999373573764186e-07,
90
  "logits/chosen": -0.291015625,
91
  "logits/rejected": -0.28515625,
92
  "logps/chosen": -298.0,
93
  "logps/rejected": -310.0,
94
+ "loss": 44.3051,
95
+ "rewards/accuracies": 0.22812500596046448,
96
+ "rewards/chosen": 0.0003147125244140625,
97
+ "rewards/margins": 0.0011749267578125,
98
+ "rewards/rejected": -0.0008544921875,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.256,
103
+ "grad_norm": 86.16796875,
104
  "learning_rate": 4.988245838331339e-07,
105
  "logits/chosen": -0.279296875,
106
  "logits/rejected": -0.287109375,
107
  "logps/chosen": -294.0,
108
  "logps/rejected": -304.0,
109
+ "loss": 44.3219,
110
+ "rewards/accuracies": 0.22187499701976776,
111
+ "rewards/chosen": 0.003021240234375,
112
+ "rewards/margins": 1.1175870895385742e-06,
113
+ "rewards/rejected": 0.003021240234375,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.2986666666666667,
118
+ "grad_norm": 91.6921615600586,
119
  "learning_rate": 4.963268819535228e-07,
120
  "logits/chosen": -0.2890625,
121
  "logits/rejected": -0.3125,
122
  "logps/chosen": -298.0,
123
  "logps/rejected": -314.0,
124
+ "loss": 44.3543,
125
+ "rewards/accuracies": 0.22812500596046448,
126
+ "rewards/chosen": -0.0024566650390625,
127
+ "rewards/margins": -0.0003814697265625,
128
+ "rewards/rejected": -0.0020751953125,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.3413333333333333,
133
+ "grad_norm": 79.45140838623047,
134
  "learning_rate": 4.924581536521611e-07,
135
  "logits/chosen": -0.296875,
136
  "logits/rejected": -0.298828125,
137
  "logps/chosen": -286.0,
138
  "logps/rejected": -300.0,
139
+ "loss": 44.2738,
140
+ "rewards/accuracies": 0.25312501192092896,
141
+ "rewards/chosen": 0.00150299072265625,
142
+ "rewards/margins": 0.00183868408203125,
143
+ "rewards/rejected": -0.0003414154052734375,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.384,
148
+ "grad_norm": 78.84862518310547,
149
  "learning_rate": 4.872399318152593e-07,
150
  "logits/chosen": -0.26953125,
151
  "logits/rejected": -0.287109375,
152
  "logps/chosen": -296.0,
153
  "logps/rejected": -304.0,
154
+ "loss": 44.3367,
155
+ "rewards/accuracies": 0.2515625059604645,
156
+ "rewards/chosen": 0.00152587890625,
157
+ "rewards/margins": 0.00023651123046875,
158
+ "rewards/rejected": 0.00128936767578125,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.4266666666666667,
163
+ "grad_norm": 79.79137420654297,
164
  "learning_rate": 4.807012604511541e-07,
165
  "logits/chosen": -0.28515625,
166
+ "logits/rejected": -0.28515625,
167
  "logps/chosen": -290.0,
168
  "logps/rejected": -312.0,
169
+ "loss": 44.284,
170
+ "rewards/accuracies": 0.24531249701976776,
171
+ "rewards/chosen": 0.0005950927734375,
172
+ "rewards/margins": 0.0023040771484375,
173
+ "rewards/rejected": -0.001708984375,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.4266666666666667,
178
  "eval_logits/chosen": -0.298828125,
179
  "eval_logits/rejected": -0.29296875,
180
+ "eval_logps/chosen": -284.0,
181
  "eval_logps/rejected": -310.0,
182
+ "eval_loss": 0.6929380893707275,
183
+ "eval_rewards/accuracies": 0.2447139173746109,
184
+ "eval_rewards/chosen": -0.00069427490234375,
185
+ "eval_rewards/margins": -0.0003871917724609375,
186
+ "eval_rewards/rejected": -0.0003070831298828125,
187
+ "eval_runtime": 625.2651,
188
+ "eval_samples_per_second": 1.713,
189
+ "eval_steps_per_second": 0.429,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.4693333333333333,
194
+ "grad_norm": 84.69393157958984,
195
  "learning_rate": 4.7287853303477696e-07,
196
  "logits/chosen": -0.28125,
197
  "logits/rejected": -0.291015625,
198
  "logps/chosen": -306.0,
199
  "logps/rejected": -312.0,
200
+ "loss": 44.3285,
201
+ "rewards/accuracies": 0.23906250298023224,
202
+ "rewards/chosen": -0.00151824951171875,
203
+ "rewards/margins": 0.00013446807861328125,
204
+ "rewards/rejected": -0.00165557861328125,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.512,
209
+ "grad_norm": 79.28882598876953,
210
  "learning_rate": 4.638152899458579e-07,
211
  "logits/chosen": -0.30859375,
212
+ "logits/rejected": -0.29296875,
213
  "logps/chosen": -288.0,
214
  "logps/rejected": -306.0,
215
+ "loss": 44.3582,
216
  "rewards/accuracies": 0.24531249701976776,
217
+ "rewards/chosen": 0.000576019287109375,
218
+ "rewards/margins": -0.00124359130859375,
219
+ "rewards/rejected": 0.0018157958984375,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.5546666666666666,
224
+ "grad_norm": 85.38533782958984,
225
  "learning_rate": 4.535619761282988e-07,
226
  "logits/chosen": -0.3046875,
227
  "logits/rejected": -0.294921875,
228
  "logps/chosen": -290.0,
229
  "logps/rejected": -304.0,
230
+ "loss": 44.1629,
231
+ "rewards/accuracies": 0.2718749940395355,
232
+ "rewards/chosen": 0.0018768310546875,
233
+ "rewards/margins": 0.004669189453125,
234
+ "rewards/rejected": -0.0028076171875,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.5973333333333334,
239
+ "grad_norm": 85.52645111083984,
240
  "learning_rate": 4.42175660319555e-07,
241
  "logits/chosen": -0.32421875,
242
  "logits/rejected": -0.322265625,
243
  "logps/chosen": -292.0,
244
  "logps/rejected": -312.0,
245
+ "loss": 44.3742,
246
+ "rewards/accuracies": 0.22968749701976776,
247
+ "rewards/chosen": -0.000789642333984375,
248
+ "rewards/margins": -0.0016326904296875,
249
+ "rewards/rejected": 0.0008392333984375,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.64,
254
+ "grad_norm": 80.57353210449219,
255
  "learning_rate": 4.2971971741276185e-07,
256
  "logits/chosen": -0.271484375,
257
  "logits/rejected": -0.287109375,
258
  "logps/chosen": -286.0,
259
  "logps/rejected": -292.0,
260
+ "loss": 44.3723,
261
+ "rewards/accuracies": 0.2671875059604645,
262
+ "rewards/chosen": -5.3882598876953125e-05,
263
+ "rewards/margins": -0.00075531005859375,
264
+ "rewards/rejected": 0.000701904296875,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.6826666666666666,
269
+ "grad_norm": 89.16075134277344,
270
  "learning_rate": 4.162634757195417e-07,
271
  "logits/chosen": -0.296875,
272
+ "logits/rejected": -0.27734375,
273
  "logps/chosen": -292.0,
274
  "logps/rejected": -304.0,
275
+ "loss": 44.2527,
276
+ "rewards/accuracies": 0.2671875059604645,
277
+ "rewards/chosen": -0.0032501220703125,
278
+ "rewards/margins": 0.003021240234375,
279
+ "rewards/rejected": -0.00628662109375,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.7253333333333334,
284
+ "grad_norm": 86.98834991455078,
285
  "learning_rate": 4.018818310967842e-07,
286
  "logits/chosen": -0.302734375,
287
  "logits/rejected": -0.3203125,
288
  "logps/chosen": -290.0,
289
  "logps/rejected": -306.0,
290
+ "loss": 44.3082,
291
+ "rewards/accuracies": 0.23906250298023224,
292
+ "rewards/chosen": -0.0023956298828125,
293
+ "rewards/margins": 0.00019931793212890625,
294
+ "rewards/rejected": -0.002593994140625,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.768,
299
+ "grad_norm": 101.01860809326172,
300
  "learning_rate": 3.8665483008512536e-07,
301
  "logits/chosen": -0.310546875,
302
  "logits/rejected": -0.31640625,
303
  "logps/chosen": -292.0,
304
  "logps/rejected": -320.0,
305
+ "loss": 44.1203,
306
+ "rewards/accuracies": 0.27812498807907104,
307
+ "rewards/chosen": 0.003509521484375,
308
+ "rewards/margins": 0.00689697265625,
309
+ "rewards/rejected": -0.003387451171875,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.8106666666666666,
314
+ "grad_norm": 91.42887115478516,
315
  "learning_rate": 3.706672243793271e-07,
316
  "logits/chosen": -0.302734375,
317
  "logits/rejected": -0.291015625,
318
  "logps/chosen": -292.0,
319
  "logps/rejected": -314.0,
320
+ "loss": 44.3207,
321
+ "rewards/accuracies": 0.26249998807907104,
322
+ "rewards/chosen": -0.0030059814453125,
323
+ "rewards/margins": 0.001190185546875,
324
+ "rewards/rejected": -0.004180908203125,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.8533333333333334,
329
+ "grad_norm": 91.25189208984375,
330
  "learning_rate": 3.540079991103235e-07,
331
  "logits/chosen": -0.287109375,
332
  "logits/rejected": -0.26953125,
333
  "logps/chosen": -294.0,
334
  "logps/rejected": -306.0,
335
+ "loss": 44.2477,
336
+ "rewards/accuracies": 0.2593750059604645,
337
+ "rewards/chosen": 6.341934204101562e-05,
338
+ "rewards/margins": 0.0026702880859375,
339
+ "rewards/rejected": -0.0026092529296875,
340
  "step": 200
341
  },
342
  {
 
345
  "eval_logits/rejected": -0.29296875,
346
  "eval_logps/chosen": -286.0,
347
  "eval_logps/rejected": -310.0,
348
+ "eval_loss": 0.690421462059021,
349
+ "eval_rewards/accuracies": 0.28358209133148193,
350
+ "eval_rewards/chosen": -0.003387451171875,
351
+ "eval_rewards/margins": 0.0054931640625,
352
+ "eval_rewards/rejected": -0.0089111328125,
353
+ "eval_runtime": 621.0126,
354
+ "eval_samples_per_second": 1.725,
355
+ "eval_steps_per_second": 0.432,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.896,
360
+ "grad_norm": 93.56558990478516,
361
  "learning_rate": 3.367698775644589e-07,
362
  "logits/chosen": -0.302734375,
363
  "logits/rejected": -0.30859375,
364
  "logps/chosen": -286.0,
365
+ "logps/rejected": -328.0,
366
+ "loss": 44.209,
367
+ "rewards/accuracies": 0.2578125,
368
+ "rewards/chosen": -0.0040283203125,
369
+ "rewards/margins": 0.003875732421875,
370
+ "rewards/rejected": -0.0079345703125,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.9386666666666666,
375
+ "grad_norm": 84.76224517822266,
376
  "learning_rate": 3.1904880509659394e-07,
377
  "logits/chosen": -0.30859375,
378
  "logits/rejected": -0.310546875,
379
  "logps/chosen": -288.0,
380
  "logps/rejected": -292.0,
381
+ "loss": 44.2164,
382
+ "rewards/accuracies": 0.27656251192092896,
383
+ "rewards/chosen": -0.003265380859375,
384
+ "rewards/margins": 0.004638671875,
385
+ "rewards/rejected": -0.0079345703125,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.9813333333333333,
390
+ "grad_norm": 88.0267333984375,
391
  "learning_rate": 3.0094341510955693e-07,
392
  "logits/chosen": -0.30859375,
393
  "logits/rejected": -0.306640625,
394
  "logps/chosen": -294.0,
395
  "logps/rejected": -314.0,
396
+ "loss": 44.2543,
397
+ "rewards/accuracies": 0.265625,
398
+ "rewards/chosen": -0.002471923828125,
399
+ "rewards/margins": 0.0021514892578125,
400
+ "rewards/rejected": -0.004608154296875,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 1.024,
405
+ "grad_norm": 87.41796112060547,
406
  "learning_rate": 2.825544800722376e-07,
407
  "logits/chosen": -0.296875,
408
  "logits/rejected": -0.310546875,
409
  "logps/chosen": -288.0,
410
+ "logps/rejected": -296.0,
411
+ "loss": 44.1758,
412
+ "rewards/accuracies": 0.2734375,
413
+ "rewards/chosen": -0.0040283203125,
414
+ "rewards/margins": 0.0047607421875,
415
+ "rewards/rejected": -0.0087890625,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 1.0666666666666667,
420
+ "grad_norm": 82.33610534667969,
421
  "learning_rate": 2.639843506318899e-07,
422
  "logits/chosen": -0.2890625,
423
  "logits/rejected": -0.279296875,
424
  "logps/chosen": -292.0,
425
  "logps/rejected": -308.0,
426
+ "loss": 44.127,
427
+ "rewards/accuracies": 0.3062500059604645,
428
+ "rewards/chosen": 0.000637054443359375,
429
+ "rewards/margins": 0.006622314453125,
430
+ "rewards/rejected": -0.0059814453125,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 1.1093333333333333,
435
+ "grad_norm": 92.11223602294922,
436
  "learning_rate": 2.453363859424809e-07,
437
  "logits/chosen": -0.29296875,
438
  "logits/rejected": -0.28515625,
439
  "logps/chosen": -298.0,
440
  "logps/rejected": -308.0,
441
+ "loss": 44.2828,
442
+ "rewards/accuracies": 0.2750000059604645,
443
+ "rewards/chosen": -0.00147247314453125,
444
+ "rewards/margins": 0.002899169921875,
445
+ "rewards/rejected": -0.004364013671875,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 1.152,
450
+ "grad_norm": 87.36744689941406,
451
  "learning_rate": 2.267143783798094e-07,
452
  "logits/chosen": -0.29296875,
453
  "logits/rejected": -0.29296875,
454
  "logps/chosen": -286.0,
455
  "logps/rejected": -318.0,
456
+ "loss": 44.1617,
457
+ "rewards/accuracies": 0.28437501192092896,
458
+ "rewards/chosen": -0.0019683837890625,
459
+ "rewards/margins": 0.00701904296875,
460
+ "rewards/rejected": -0.00897216796875,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 1.1946666666666665,
465
+ "grad_norm": 83.57527923583984,
466
  "learning_rate": 2.0822197584536287e-07,
467
  "logits/chosen": -0.291015625,
468
  "logits/rejected": -0.275390625,
469
  "logps/chosen": -292.0,
470
  "logps/rejected": -296.0,
471
+ "loss": 44.3105,
472
  "rewards/accuracies": 0.2890625,
473
+ "rewards/chosen": -0.0037384033203125,
474
+ "rewards/margins": 0.0023040771484375,
475
+ "rewards/rejected": -0.00604248046875,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 1.2373333333333334,
480
+ "grad_norm": 88.8481216430664,
481
  "learning_rate": 1.899621048743019e-07,
482
  "logits/chosen": -0.298828125,
483
  "logits/rejected": -0.298828125,
484
  "logps/chosen": -290.0,
485
  "logps/rejected": -312.0,
486
+ "loss": 44.1246,
487
+ "rewards/accuracies": 0.31718748807907104,
488
+ "rewards/chosen": -0.003448486328125,
489
+ "rewards/margins": 0.00738525390625,
490
+ "rewards/rejected": -0.0108642578125,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 1.28,
495
+ "grad_norm": 89.92357635498047,
496
  "learning_rate": 1.7203639775848423e-07,
497
  "logits/chosen": -0.294921875,
498
  "logits/rejected": -0.29296875,
499
  "logps/chosen": -290.0,
500
  "logps/rejected": -308.0,
501
+ "loss": 44.1766,
502
+ "rewards/accuracies": 0.2984375059604645,
503
+ "rewards/chosen": -0.00113677978515625,
504
+ "rewards/margins": 0.0068359375,
505
+ "rewards/rejected": -0.00799560546875,
506
  "step": 300
507
  },
508
  {
 
511
  "eval_logits/rejected": -0.29296875,
512
  "eval_logps/chosen": -286.0,
513
  "eval_logps/rejected": -310.0,
514
+ "eval_loss": 0.6902318000793457,
515
+ "eval_rewards/accuracies": 0.3224502503871918,
516
+ "eval_rewards/chosen": -0.0027618408203125,
517
+ "eval_rewards/margins": 0.006195068359375,
518
+ "eval_rewards/rejected": -0.00897216796875,
519
+ "eval_runtime": 616.3156,
520
+ "eval_samples_per_second": 1.738,
521
+ "eval_steps_per_second": 0.435,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 1.3226666666666667,
526
+ "grad_norm": 90.47930145263672,
527
  "learning_rate": 1.5454462687309444e-07,
528
+ "logits/chosen": -0.2890625,
529
  "logits/rejected": -0.302734375,
530
+ "logps/chosen": -292.0,
531
  "logps/rejected": -300.0,
532
+ "loss": 44.0316,
533
+ "rewards/accuracies": 0.3453125059604645,
534
+ "rewards/chosen": -0.0012054443359375,
535
+ "rewards/margins": 0.01055908203125,
536
+ "rewards/rejected": -0.01177978515625,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 1.3653333333333333,
541
+ "grad_norm": 94.8127670288086,
542
  "learning_rate": 1.3758414935535145e-07,
543
  "logits/chosen": -0.287109375,
544
  "logits/rejected": -0.296875,
545
  "logps/chosen": -286.0,
546
  "logps/rejected": -302.0,
547
+ "loss": 44.0305,
548
+ "rewards/accuracies": 0.3343749940395355,
549
+ "rewards/chosen": 0.000606536865234375,
550
+ "rewards/margins": 0.010498046875,
551
+ "rewards/rejected": -0.0098876953125,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 1.408,
556
+ "grad_norm": 89.58834838867188,
557
  "learning_rate": 1.212493652261462e-07,
558
  "logits/chosen": -0.298828125,
559
  "logits/rejected": -0.275390625,
560
  "logps/chosen": -290.0,
561
  "logps/rejected": -296.0,
562
+ "loss": 44.1727,
563
+ "rewards/accuracies": 0.30937498807907104,
564
+ "rewards/chosen": -0.00131988525390625,
565
+ "rewards/margins": 0.00592041015625,
566
+ "rewards/rejected": -0.00726318359375,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 1.4506666666666668,
571
+ "grad_norm": 88.79105377197266,
572
  "learning_rate": 1.0563119197063933e-07,
573
  "logits/chosen": -0.28515625,
574
  "logits/rejected": -0.30078125,
575
  "logps/chosen": -290.0,
576
  "logps/rejected": -308.0,
577
+ "loss": 44.1437,
578
+ "rewards/accuracies": 0.3031249940395355,
579
+ "rewards/chosen": -0.003875732421875,
580
+ "rewards/margins": 0.00640869140625,
581
+ "rewards/rejected": -0.01025390625,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 1.4933333333333334,
586
+ "grad_norm": 84.3297348022461,
587
  "learning_rate": 9.081655850224449e-08,
588
+ "logits/chosen": -0.291015625,
589
  "logits/rejected": -0.298828125,
590
  "logps/chosen": -290.0,
591
  "logps/rejected": -300.0,
592
+ "loss": 44.4195,
593
+ "rewards/accuracies": 0.26875001192092896,
594
+ "rewards/chosen": -0.00689697265625,
595
+ "rewards/margins": -0.0015411376953125,
596
+ "rewards/rejected": -0.00537109375,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 1.536,
601
+ "grad_norm": 82.21558380126953,
602
  "learning_rate": 7.68879213265311e-08,
603
  "logits/chosen": -0.298828125,
604
  "logits/rejected": -0.283203125,
605
  "logps/chosen": -284.0,
606
  "logps/rejected": -308.0,
607
+ "loss": 44.0789,
608
+ "rewards/accuracies": 0.33125001192092896,
609
+ "rewards/chosen": -0.0019989013671875,
610
+ "rewards/margins": 0.00897216796875,
611
+ "rewards/rejected": -0.010986328125,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 1.5786666666666667,
616
+ "grad_norm": 91.78382110595703,
617
  "learning_rate": 6.392280559802341e-08,
618
  "logits/chosen": -0.302734375,
619
  "logits/rejected": -0.30078125,
620
  "logps/chosen": -288.0,
621
  "logps/rejected": -316.0,
622
+ "loss": 44.1172,
623
+ "rewards/accuracies": 0.2953124940395355,
624
+ "rewards/chosen": -0.0025634765625,
625
+ "rewards/margins": 0.007415771484375,
626
+ "rewards/rejected": -0.00994873046875,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 1.6213333333333333,
631
+ "grad_norm": 82.35102844238281,
632
  "learning_rate": 5.199337362431791e-08,
633
  "logits/chosen": -0.298828125,
634
  "logits/rejected": -0.3046875,
635
  "logps/chosen": -292.0,
636
  "logps/rejected": -296.0,
637
+ "loss": 44.1281,
638
+ "rewards/accuracies": 0.3031249940395355,
639
+ "rewards/chosen": -0.002838134765625,
640
+ "rewards/margins": 0.006866455078125,
641
+ "rewards/rejected": -0.00970458984375,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.6640000000000001,
646
+ "grad_norm": 80.81761932373047,
647
  "learning_rate": 4.116602321917617e-08,
648
  "logits/chosen": -0.283203125,
649
  "logits/rejected": -0.283203125,
650
  "logps/chosen": -274.0,
651
  "logps/rejected": -290.0,
652
+ "loss": 44.1797,
653
+ "rewards/accuracies": 0.3265624940395355,
654
+ "rewards/chosen": -0.0029296875,
655
+ "rewards/margins": 0.006195068359375,
656
+ "rewards/rejected": -0.0091552734375,
657
  "step": 390
658
  },
659
  {
660
  "epoch": 1.7066666666666666,
661
+ "grad_norm": 87.5019302368164,
662
  "learning_rate": 3.150101814011136e-08,
663
  "logits/chosen": -0.302734375,
664
  "logits/rejected": -0.2890625,
665
  "logps/chosen": -298.0,
666
  "logps/rejected": -312.0,
667
+ "loss": 44.0922,
668
+ "rewards/accuracies": 0.3125,
669
+ "rewards/chosen": -0.0045166015625,
670
+ "rewards/margins": 0.007110595703125,
671
+ "rewards/rejected": -0.01165771484375,
672
  "step": 400
673
  },
674
  {
675
  "epoch": 1.7066666666666666,
676
  "eval_logits/chosen": -0.298828125,
677
+ "eval_logits/rejected": -0.29296875,
678
  "eval_logps/chosen": -286.0,
679
  "eval_logps/rejected": -310.0,
680
+ "eval_loss": 0.6897431015968323,
681
+ "eval_rewards/accuracies": 0.323383092880249,
682
+ "eval_rewards/chosen": -0.006591796875,
683
+ "eval_rewards/margins": 0.007232666015625,
684
+ "eval_rewards/rejected": -0.0137939453125,
685
+ "eval_runtime": 599.0571,
686
+ "eval_samples_per_second": 1.788,
687
+ "eval_steps_per_second": 0.447,
688
  "step": 400
689
  },
690
  {
691
  "epoch": 1.7493333333333334,
692
+ "grad_norm": 87.16879272460938,
693
  "learning_rate": 2.3052152667409287e-08,
694
  "logits/chosen": -0.287109375,
695
  "logits/rejected": -0.298828125,
696
  "logps/chosen": -306.0,
697
  "logps/rejected": -318.0,
698
+ "loss": 44.3031,
699
+ "rewards/accuracies": 0.3125,
700
+ "rewards/chosen": -0.00921630859375,
701
+ "rewards/margins": 0.00311279296875,
702
+ "rewards/rejected": -0.0123291015625,
703
  "step": 410
704
  },
705
  {
706
  "epoch": 1.792,
707
+ "grad_norm": 83.92235565185547,
708
  "learning_rate": 1.5866452191498486e-08,
709
  "logits/chosen": -0.314453125,
710
  "logits/rejected": -0.310546875,
711
  "logps/chosen": -290.0,
712
  "logps/rejected": -304.0,
713
+ "loss": 44.1168,
714
+ "rewards/accuracies": 0.31718748807907104,
715
+ "rewards/chosen": -0.0040283203125,
716
+ "rewards/margins": 0.0078125,
717
+ "rewards/rejected": -0.0118408203125,
718
  "step": 420
719
  },
720
  {
721
  "epoch": 1.8346666666666667,
722
+ "grad_norm": 78.69657897949219,
723
  "learning_rate": 9.983911475163725e-09,
724
  "logits/chosen": -0.294921875,
725
  "logits/rejected": -0.30859375,
726
  "logps/chosen": -292.0,
727
  "logps/rejected": -310.0,
728
+ "loss": 43.9914,
729
+ "rewards/accuracies": 0.3031249940395355,
730
+ "rewards/chosen": 0.00072479248046875,
731
+ "rewards/margins": 0.01123046875,
732
+ "rewards/rejected": -0.010498046875,
733
  "step": 430
734
  },
735
  {
736
  "epoch": 1.8773333333333333,
737
+ "grad_norm": 96.32901763916016,
738
  "learning_rate": 5.437272047405711e-09,
739
  "logits/chosen": -0.294921875,
740
  "logits/rejected": -0.294921875,
741
  "logps/chosen": -304.0,
742
  "logps/rejected": -310.0,
743
+ "loss": 44.2094,
744
+ "rewards/accuracies": 0.296875,
745
+ "rewards/chosen": -0.00567626953125,
746
+ "rewards/margins": 0.00445556640625,
747
+ "rewards/rejected": -0.0101318359375,
748
  "step": 440
749
  },
750
  {
751
  "epoch": 1.92,
752
+ "grad_norm": 85.1646728515625,
753
  "learning_rate": 2.251839967945535e-09,
754
  "logits/chosen": -0.298828125,
755
  "logits/rejected": -0.3046875,
756
  "logps/chosen": -300.0,
757
  "logps/rejected": -308.0,
758
+ "loss": 44.1816,
759
+ "rewards/accuracies": 0.30937498807907104,
760
+ "rewards/chosen": -0.006622314453125,
761
+ "rewards/margins": 0.006134033203125,
762
+ "rewards/rejected": -0.01275634765625,
763
  "step": 450
764
  },
765
  {
766
  "epoch": 1.9626666666666668,
767
+ "grad_norm": 89.11353302001953,
768
  "learning_rate": 4.453449766758932e-10,
769
  "logits/chosen": -0.291015625,
770
  "logits/rejected": -0.294921875,
771
  "logps/chosen": -296.0,
772
  "logps/rejected": -314.0,
773
+ "loss": 44.3098,
774
+ "rewards/accuracies": 0.27031248807907104,
775
+ "rewards/chosen": -0.00543212890625,
776
+ "rewards/margins": 0.00145721435546875,
777
+ "rewards/rejected": -0.006866455078125,
778
  "step": 460
779
  },
780
  {
781
  "epoch": 1.9968,
782
  "step": 468,
783
  "total_flos": 0.0,
784
+ "train_loss": 44.232705662393165,
785
+ "train_runtime": 24109.1423,
786
+ "train_samples_per_second": 1.244,
787
+ "train_steps_per_second": 0.019
788
  }
789
  ],
790
  "logging_steps": 10,
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c880f0a39fbce721f47f46e0e98434777a47b3f7bcf1aaa1731557cf447aa55b
3
  size 7352
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4b97aa947530773af25e1fef676fda3905df1b2830ebe239f7bbd5080b04ccc1
3
  size 7352