hugodk-sch commited on
Commit
5c667d9
1 Parent(s): 61c4d7e

Model save

Browse files
Files changed (5) hide show
  1. README.md +14 -16
  2. adapter_model.safetensors +1 -1
  3. all_results.json +4 -17
  4. train_results.json +4 -4
  5. trainer_state.json +417 -417
README.md CHANGED
@@ -1,13 +1,11 @@
1
  ---
 
2
  library_name: peft
3
  tags:
4
- - alignment-handbook
5
  - trl
6
  - dpo
7
  - generated_from_trainer
8
  base_model: norallm/normistral-7b-warm
9
- datasets:
10
- - hugodk-sch/aftonposten_title_prefs
11
  model-index:
12
  - name: ap-normistral-7b-align-scan
13
  results: []
@@ -18,17 +16,17 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  # ap-normistral-7b-align-scan
20
 
21
- This model is a fine-tuned version of [data/ap-normistral-7b-sft-qlora](https://huggingface.co/data/ap-normistral-7b-sft-qlora) on the hugodk-sch/aftonposten_title_prefs dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.9944
24
- - Rewards/chosen: -0.0085
25
- - Rewards/rejected: -0.0141
26
- - Rewards/accuracies: 0.6005
27
- - Rewards/margins: 0.0056
28
- - Logps/rejected: -37.3726
29
- - Logps/chosen: -33.2900
30
- - Logits/rejected: 97.6266
31
- - Logits/chosen: 97.6599
32
 
33
  ## Model description
34
 
@@ -63,9 +61,9 @@ The following hyperparameters were used during training:
63
 
64
  | Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
65
  |:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
66
- | 0.9955 | 0.26 | 100 | 0.9999 | 0.0005 | 0.0004 | 0.5187 | 0.0001 | -35.9246 | -32.3899 | 98.7274 | 98.7339 |
67
- | 0.9858 | 0.52 | 200 | 0.9965 | -0.0053 | -0.0088 | 0.5274 | 0.0035 | -36.8453 | -32.9718 | 98.0264 | 98.0513 |
68
- | 0.9814 | 0.78 | 300 | 0.9947 | -0.0086 | -0.0139 | 0.5889 | 0.0053 | -37.3559 | -33.3009 | 97.6402 | 97.6739 |
69
 
70
 
71
  ### Framework versions
 
1
  ---
2
+ license: apache-2.0
3
  library_name: peft
4
  tags:
 
5
  - trl
6
  - dpo
7
  - generated_from_trainer
8
  base_model: norallm/normistral-7b-warm
 
 
9
  model-index:
10
  - name: ap-normistral-7b-align-scan
11
  results: []
 
16
 
17
  # ap-normistral-7b-align-scan
18
 
19
+ This model is a fine-tuned version of [norallm/normistral-7b-warm](https://huggingface.co/norallm/normistral-7b-warm) on the None dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 1.1081
22
+ - Rewards/chosen: -0.0561
23
+ - Rewards/rejected: -0.0772
24
+ - Rewards/accuracies: 0.4776
25
+ - Rewards/margins: 0.0212
26
+ - Logps/rejected: -36.0524
27
+ - Logps/chosen: -32.5055
28
+ - Logits/rejected: 98.7108
29
+ - Logits/chosen: 98.7301
30
 
31
  ## Model description
32
 
 
61
 
62
  | Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
63
  |:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
64
+ | 0.9852 | 0.26 | 100 | 1.1083 | -0.0231 | -0.0451 | 0.4875 | 0.0220 | -36.0166 | -32.4688 | 98.6830 | 98.6942 |
65
+ | 0.902 | 0.52 | 200 | 0.9846 | -0.1464 | -0.3760 | 0.5548 | 0.2296 | -36.3844 | -32.6059 | 98.6271 | 98.6562 |
66
+ | 0.671 | 0.78 | 300 | 1.1081 | -0.0561 | -0.0772 | 0.4776 | 0.0212 | -36.0524 | -32.5055 | 98.7108 | 98.7301 |
67
 
68
 
69
  ### Framework versions
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:63d7809bbd6f6b4d5e6d84492d93491d0ebc7d7763bb1918705421d2bb83f327
3
  size 671150064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:533058f632960fe234a13bda36d0dd3f02dc7ee2c5a8441e28396f677c2a971e
3
  size 671150064
all_results.json CHANGED
@@ -1,21 +1,8 @@
1
  {
2
  "epoch": 1.0,
3
- "eval_logits/chosen": 97.65992736816406,
4
- "eval_logits/rejected": 97.62660217285156,
5
- "eval_logps/chosen": -33.290000915527344,
6
- "eval_logps/rejected": -37.37261199951172,
7
- "eval_loss": 0.994398832321167,
8
- "eval_rewards/accuracies": 0.6004983186721802,
9
- "eval_rewards/chosen": -0.008468217216432095,
10
- "eval_rewards/margins": 0.005592645611613989,
11
- "eval_rewards/rejected": -0.014060864225029945,
12
- "eval_runtime": 103.8235,
13
- "eval_samples": 343,
14
- "eval_samples_per_second": 3.304,
15
- "eval_steps_per_second": 0.414,
16
- "train_loss": 0.9878765378679548,
17
- "train_runtime": 2559.7639,
18
  "train_samples": 3079,
19
- "train_samples_per_second": 1.203,
20
- "train_steps_per_second": 0.15
21
  }
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 0.7878170496457583,
4
+ "train_runtime": 2553.4781,
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  "train_samples": 3079,
6
+ "train_samples_per_second": 1.206,
7
+ "train_steps_per_second": 0.151
8
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 1.0,
3
- "train_loss": 0.9878765378679548,
4
- "train_runtime": 2559.7639,
5
  "train_samples": 3079,
6
- "train_samples_per_second": 1.203,
7
- "train_steps_per_second": 0.15
8
  }
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 0.7878170496457583,
4
+ "train_runtime": 2553.4781,
5
  "train_samples": 3079,
6
+ "train_samples_per_second": 1.206,
7
+ "train_steps_per_second": 0.151
8
  }
trainer_state.json CHANGED
@@ -10,7 +10,7 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
- "grad_norm": 1.3046875,
14
  "learning_rate": 1.282051282051282e-07,
15
  "logits/chosen": 88.18099975585938,
16
  "logits/rejected": 88.25153350830078,
@@ -25,630 +25,630 @@
25
  },
26
  {
27
  "epoch": 0.03,
28
- "grad_norm": 1.09375,
29
  "learning_rate": 1.282051282051282e-06,
30
- "logits/chosen": 81.09645080566406,
31
- "logits/rejected": 80.80389404296875,
32
- "logps/chosen": -34.27156066894531,
33
- "logps/rejected": -33.039093017578125,
34
- "loss": 0.9995,
35
- "rewards/accuracies": 0.4722222089767456,
36
- "rewards/chosen": -0.00029834467568434775,
37
- "rewards/margins": 0.0005084889708086848,
38
- "rewards/rejected": -0.0008068337920121849,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
- "grad_norm": 1.2734375,
44
  "learning_rate": 2.564102564102564e-06,
45
- "logits/chosen": 80.66552734375,
46
- "logits/rejected": 80.5560073852539,
47
- "logps/chosen": -33.4774055480957,
48
- "logps/rejected": -30.691213607788086,
49
- "loss": 0.9987,
50
- "rewards/accuracies": 0.4375,
51
- "rewards/chosen": 0.0021250424906611443,
52
- "rewards/margins": 0.0012622694484889507,
53
- "rewards/rejected": 0.000862772751133889,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
- "grad_norm": 1.2109375,
59
  "learning_rate": 3.846153846153847e-06,
60
- "logits/chosen": 82.51115417480469,
61
- "logits/rejected": 82.54508972167969,
62
- "logps/chosen": -33.80036926269531,
63
- "logps/rejected": -31.189748764038086,
64
- "loss": 1.0002,
65
- "rewards/accuracies": 0.4749999940395355,
66
- "rewards/chosen": 0.002124499063938856,
67
- "rewards/margins": -0.00021631647541653365,
68
- "rewards/rejected": 0.0023408152628690004,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
- "grad_norm": 1.1796875,
74
  "learning_rate": 4.999896948438434e-06,
75
- "logits/chosen": 81.10090637207031,
76
- "logits/rejected": 81.09576416015625,
77
- "logps/chosen": -32.7674560546875,
78
- "logps/rejected": -33.11550521850586,
79
- "loss": 0.9985,
80
- "rewards/accuracies": 0.48750001192092896,
81
- "rewards/chosen": 0.0040660640224814415,
82
- "rewards/margins": 0.0015358638484030962,
83
- "rewards/rejected": 0.0025301999412477016,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
- "grad_norm": 1.1875,
89
  "learning_rate": 4.987541037542187e-06,
90
- "logits/chosen": 78.85154724121094,
91
- "logits/rejected": 78.85734558105469,
92
- "logps/chosen": -30.360393524169922,
93
- "logps/rejected": -30.609283447265625,
94
- "loss": 0.9962,
95
- "rewards/accuracies": 0.5874999761581421,
96
- "rewards/chosen": 0.008448543958365917,
97
- "rewards/margins": 0.0038085163105279207,
98
- "rewards/rejected": 0.0046400283463299274,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
- "grad_norm": 0.96484375,
104
  "learning_rate": 4.954691471941119e-06,
105
- "logits/chosen": 83.49021911621094,
106
- "logits/rejected": 83.54866027832031,
107
- "logps/chosen": -30.763973236083984,
108
- "logps/rejected": -29.17538833618164,
109
- "loss": 1.0,
110
- "rewards/accuracies": 0.4124999940395355,
111
- "rewards/chosen": 0.004111888352781534,
112
- "rewards/margins": -3.9446913433494046e-05,
113
- "rewards/rejected": 0.004151335451751947,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
- "grad_norm": 1.2109375,
119
  "learning_rate": 4.901618883413549e-06,
120
- "logits/chosen": 84.11228942871094,
121
- "logits/rejected": 84.1441650390625,
122
- "logps/chosen": -30.222454071044922,
123
- "logps/rejected": -32.666595458984375,
124
- "loss": 0.9996,
125
- "rewards/accuracies": 0.5,
126
- "rewards/chosen": 0.0040657008066773415,
127
- "rewards/margins": 0.0003545849467627704,
128
- "rewards/rejected": 0.003711115103214979,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
- "grad_norm": 1.2421875,
134
  "learning_rate": 4.828760511501322e-06,
135
- "logits/chosen": 81.86946868896484,
136
- "logits/rejected": 81.84814453125,
137
- "logps/chosen": -30.959096908569336,
138
- "logps/rejected": -30.652545928955078,
139
- "loss": 0.9956,
140
- "rewards/accuracies": 0.550000011920929,
141
- "rewards/chosen": 0.005458436906337738,
142
- "rewards/margins": 0.0044073979370296,
143
- "rewards/rejected": 0.001051038852892816,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
- "grad_norm": 1.484375,
149
  "learning_rate": 4.7367166013034295e-06,
150
- "logits/chosen": 78.68418884277344,
151
- "logits/rejected": 78.65721893310547,
152
- "logps/chosen": -32.17829513549805,
153
- "logps/rejected": -30.884775161743164,
154
- "loss": 0.9961,
155
- "rewards/accuracies": 0.5874999761581421,
156
- "rewards/chosen": 0.00459885410964489,
157
- "rewards/margins": 0.00393189862370491,
158
- "rewards/rejected": 0.0006669552531093359,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
- "grad_norm": 1.2421875,
164
  "learning_rate": 4.626245458345211e-06,
165
- "logits/chosen": 83.70716857910156,
166
- "logits/rejected": 83.73751068115234,
167
- "logps/chosen": -33.73701477050781,
168
- "logps/rejected": -31.63702964782715,
169
- "loss": 0.9955,
170
- "rewards/accuracies": 0.5249999761581421,
171
- "rewards/chosen": 0.005679761990904808,
172
- "rewards/margins": 0.004544637631624937,
173
- "rewards/rejected": 0.0011351245921105146,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
- "eval_logits/chosen": 98.73394012451172,
179
- "eval_logits/rejected": 98.7273941040039,
180
- "eval_logps/chosen": -32.38990783691406,
181
- "eval_logps/rejected": -35.92463684082031,
182
- "eval_loss": 0.999876856803894,
183
- "eval_rewards/accuracies": 0.5186877250671387,
184
- "eval_rewards/chosen": 0.0005326389218680561,
185
- "eval_rewards/margins": 0.00011375291069271043,
186
- "eval_rewards/rejected": 0.00041888616397045553,
187
- "eval_runtime": 104.2424,
188
- "eval_samples_per_second": 3.29,
189
- "eval_steps_per_second": 0.413,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.29,
194
- "grad_norm": 1.4140625,
195
  "learning_rate": 4.498257201263691e-06,
196
- "logits/chosen": 83.85816955566406,
197
- "logits/rejected": 83.75128936767578,
198
- "logps/chosen": -32.19211959838867,
199
- "logps/rejected": -32.65901565551758,
200
- "loss": 0.9917,
201
- "rewards/accuracies": 0.612500011920929,
202
- "rewards/chosen": 0.008306830190122128,
203
- "rewards/margins": 0.008338114246726036,
204
- "rewards/rejected": -3.12842421408277e-05,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
- "grad_norm": 1.3046875,
210
  "learning_rate": 4.353806263777678e-06,
211
- "logits/chosen": 83.82106018066406,
212
- "logits/rejected": 83.92265319824219,
213
- "logps/chosen": -28.150625228881836,
214
- "logps/rejected": -35.3939208984375,
215
- "loss": 0.9929,
216
- "rewards/accuracies": 0.699999988079071,
217
- "rewards/chosen": 0.007789556868374348,
218
- "rewards/margins": 0.0071373311802744865,
219
- "rewards/rejected": 0.000652224407531321,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
- "grad_norm": 0.9453125,
225
  "learning_rate": 4.1940827077152755e-06,
226
- "logits/chosen": 80.96563720703125,
227
- "logits/rejected": 80.99563598632812,
228
- "logps/chosen": -30.216140747070312,
229
- "logps/rejected": -31.844036102294922,
230
- "loss": 0.994,
231
- "rewards/accuracies": 0.625,
232
- "rewards/chosen": 0.006912143435329199,
233
- "rewards/margins": 0.006036223843693733,
234
- "rewards/rejected": 0.0008759202319197357,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
- "grad_norm": 1.1171875,
240
  "learning_rate": 4.0204024186666215e-06,
241
- "logits/chosen": 81.863525390625,
242
- "logits/rejected": 81.86921691894531,
243
- "logps/chosen": -26.845142364501953,
244
- "logps/rejected": -33.07027816772461,
245
- "loss": 0.9875,
246
- "rewards/accuracies": 0.7124999761581421,
247
- "rewards/chosen": 0.006021805107593536,
248
- "rewards/margins": 0.012490840628743172,
249
- "rewards/rejected": -0.006469034589827061,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
- "grad_norm": 1.21875,
255
  "learning_rate": 3.834196265035119e-06,
256
- "logits/chosen": 80.13746643066406,
257
- "logits/rejected": 80.10902404785156,
258
- "logps/chosen": -28.976547241210938,
259
- "logps/rejected": -33.208518981933594,
260
- "loss": 0.9895,
261
- "rewards/accuracies": 0.699999988079071,
262
- "rewards/chosen": 0.004125660751014948,
263
- "rewards/margins": 0.010545835830271244,
264
- "rewards/rejected": -0.006420175079256296,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
- "grad_norm": 1.3515625,
270
  "learning_rate": 3.636998309800573e-06,
271
- "logits/chosen": 81.72142028808594,
272
- "logits/rejected": 81.74298858642578,
273
- "logps/chosen": -33.8978157043457,
274
- "logps/rejected": -30.907711029052734,
275
- "loss": 0.9881,
276
- "rewards/accuracies": 0.737500011920929,
277
- "rewards/chosen": 0.002389371395111084,
278
- "rewards/margins": 0.011941083706915379,
279
- "rewards/rejected": -0.009551710449159145,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
- "grad_norm": 1.4765625,
285
  "learning_rate": 3.4304331721118078e-06,
286
- "logits/chosen": 82.35487365722656,
287
- "logits/rejected": 82.30474090576172,
288
- "logps/chosen": -30.870525360107422,
289
- "logps/rejected": -33.04078674316406,
290
- "loss": 0.9859,
291
- "rewards/accuracies": 0.6875,
292
- "rewards/chosen": 0.003887615632265806,
293
- "rewards/margins": 0.014094889163970947,
294
- "rewards/rejected": -0.010207273997366428,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
- "grad_norm": 1.21875,
300
  "learning_rate": 3.2162026428305436e-06,
301
- "logits/chosen": 79.4852066040039,
302
- "logits/rejected": 79.46187591552734,
303
- "logps/chosen": -31.02083396911621,
304
- "logps/rejected": -32.165191650390625,
305
- "loss": 0.9882,
306
- "rewards/accuracies": 0.675000011920929,
307
- "rewards/chosen": 0.0017631975933909416,
308
- "rewards/margins": 0.011843027547001839,
309
- "rewards/rejected": -0.010079829022288322,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
- "grad_norm": 0.9609375,
315
  "learning_rate": 2.996071664294641e-06,
316
- "logits/chosen": 80.97419738769531,
317
- "logits/rejected": 80.94820404052734,
318
- "logps/chosen": -30.60634994506836,
319
- "logps/rejected": -31.083566665649414,
320
- "loss": 0.9922,
321
- "rewards/accuracies": 0.550000011920929,
322
- "rewards/chosen": 0.0016006485093384981,
323
- "rewards/margins": 0.007756076753139496,
324
- "rewards/rejected": -0.006155428942292929,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
- "grad_norm": 1.453125,
330
  "learning_rate": 2.7718537898066833e-06,
331
- "logits/chosen": 76.12115478515625,
332
- "logits/rejected": 76.07009887695312,
333
- "logps/chosen": -34.18424606323242,
334
- "logps/rejected": -33.341392517089844,
335
- "loss": 0.9858,
336
- "rewards/accuracies": 0.6499999761581421,
337
- "rewards/chosen": 0.005684881471097469,
338
- "rewards/margins": 0.014164777472615242,
339
- "rewards/rejected": -0.008479896001517773,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
- "eval_logits/chosen": 98.05126190185547,
345
- "eval_logits/rejected": 98.02639770507812,
346
- "eval_logps/chosen": -32.97175979614258,
347
- "eval_logps/rejected": -36.845333099365234,
348
- "eval_loss": 0.9964954853057861,
349
- "eval_rewards/accuracies": 0.5274086594581604,
350
- "eval_rewards/chosen": -0.005285844672471285,
351
- "eval_rewards/margins": 0.0035022026859223843,
352
- "eval_rewards/rejected": -0.008788047358393669,
353
- "eval_runtime": 104.1082,
354
- "eval_samples_per_second": 3.295,
355
- "eval_steps_per_second": 0.413,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
- "grad_norm": 1.84375,
361
  "learning_rate": 2.5453962426402006e-06,
362
- "logits/chosen": 78.64119720458984,
363
- "logits/rejected": 78.55430603027344,
364
- "logps/chosen": -33.689414978027344,
365
- "logps/rejected": -36.20193862915039,
366
- "loss": 0.9853,
367
- "rewards/accuracies": 0.699999988079071,
368
- "rewards/chosen": 0.002563029993325472,
369
- "rewards/margins": 0.014721485786139965,
370
- "rewards/rejected": -0.012158457189798355,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
- "grad_norm": 1.484375,
376
  "learning_rate": 2.3185646976551794e-06,
377
- "logits/chosen": 80.5840835571289,
378
- "logits/rejected": 80.67861938476562,
379
- "logps/chosen": -31.57720947265625,
380
- "logps/rejected": -31.91719627380371,
381
- "loss": 0.9844,
382
- "rewards/accuracies": 0.6625000238418579,
383
- "rewards/chosen": 0.003717451822012663,
384
- "rewards/margins": 0.015599893406033516,
385
- "rewards/rejected": -0.011882440187036991,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
- "grad_norm": 1.3984375,
391
  "learning_rate": 2.0932279108998323e-06,
392
- "logits/chosen": 77.53582763671875,
393
- "logits/rejected": 77.5838851928711,
394
- "logps/chosen": -32.72165298461914,
395
- "logps/rejected": -35.34224319458008,
396
- "loss": 0.9859,
397
  "rewards/accuracies": 0.612500011920929,
398
- "rewards/chosen": 0.0008409392321482301,
399
- "rewards/margins": 0.014141863211989403,
400
- "rewards/rejected": -0.013300922699272633,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
- "grad_norm": 1.671875,
406
  "learning_rate": 1.8712423238279358e-06,
407
- "logits/chosen": 79.64659118652344,
408
- "logits/rejected": 79.958984375,
409
- "logps/chosen": -31.332469940185547,
410
- "logps/rejected": -32.86049270629883,
411
- "loss": 0.9832,
412
  "rewards/accuracies": 0.7124999761581421,
413
- "rewards/chosen": 0.003555959090590477,
414
- "rewards/margins": 0.016840480268001556,
415
- "rewards/rejected": -0.01328451931476593,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
- "grad_norm": 1.484375,
421
  "learning_rate": 1.6544367689701824e-06,
422
- "logits/chosen": 78.12522888183594,
423
- "logits/rejected": 78.17500305175781,
424
- "logps/chosen": -27.822484970092773,
425
- "logps/rejected": -31.34881019592285,
426
- "loss": 0.9878,
427
- "rewards/accuracies": 0.625,
428
- "rewards/chosen": -0.002265883143991232,
429
- "rewards/margins": 0.012214846909046173,
430
- "rewards/rejected": -0.014480730518698692,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
- "grad_norm": 1.6171875,
436
  "learning_rate": 1.4445974030621963e-06,
437
- "logits/chosen": 75.08821105957031,
438
- "logits/rejected": 75.22389221191406,
439
- "logps/chosen": -31.112863540649414,
440
- "logps/rejected": -38.40215301513672,
441
- "loss": 0.9725,
442
- "rewards/accuracies": 0.75,
443
- "rewards/chosen": 0.004481295123696327,
444
- "rewards/margins": 0.027486557140946388,
445
- "rewards/rejected": -0.023005260154604912,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
- "grad_norm": 1.3515625,
451
  "learning_rate": 1.243452991757889e-06,
452
- "logits/chosen": 74.10564422607422,
453
- "logits/rejected": 74.13673400878906,
454
- "logps/chosen": -32.07135772705078,
455
- "logps/rejected": -33.231197357177734,
456
- "loss": 0.9857,
457
- "rewards/accuracies": 0.699999988079071,
458
- "rewards/chosen": -0.002924318192526698,
459
- "rewards/margins": 0.01433342695236206,
460
- "rewards/rejected": -0.017257746309041977,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
- "grad_norm": 2.03125,
466
  "learning_rate": 1.0526606671603523e-06,
467
- "logits/chosen": 77.0625991821289,
468
- "logits/rejected": 76.84493255615234,
469
- "logps/chosen": -32.438629150390625,
470
- "logps/rejected": -31.16558265686035,
471
- "loss": 0.9913,
472
- "rewards/accuracies": 0.637499988079071,
473
- "rewards/chosen": -0.006287367548793554,
474
- "rewards/margins": 0.008698503486812115,
475
- "rewards/rejected": -0.014985869638621807,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
- "grad_norm": 1.34375,
481
  "learning_rate": 8.737922755071455e-07,
482
- "logits/chosen": 77.05482482910156,
483
- "logits/rejected": 76.97974395751953,
484
- "logps/chosen": -34.25292205810547,
485
- "logps/rejected": -34.649898529052734,
486
- "loss": 0.9752,
487
- "rewards/accuracies": 0.7749999761581421,
488
- "rewards/chosen": -0.0014867703430354595,
489
- "rewards/margins": 0.02484356239438057,
490
- "rewards/rejected": -0.026330333203077316,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
- "grad_norm": 1.4921875,
496
  "learning_rate": 7.08321427484816e-07,
497
- "logits/chosen": 72.6989974975586,
498
- "logits/rejected": 72.833984375,
499
- "logps/chosen": -33.264137268066406,
500
- "logps/rejected": -30.818592071533203,
501
- "loss": 0.9814,
502
- "rewards/accuracies": 0.675000011920929,
503
- "rewards/chosen": 0.0014156814431771636,
504
- "rewards/margins": 0.018581366166472435,
505
- "rewards/rejected": -0.017165686935186386,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
- "eval_logits/chosen": 97.67390441894531,
511
- "eval_logits/rejected": 97.64021301269531,
512
- "eval_logps/chosen": -33.30087661743164,
513
- "eval_logps/rejected": -37.35591125488281,
514
- "eval_loss": 0.99467533826828,
515
- "eval_rewards/accuracies": 0.5888704061508179,
516
- "eval_rewards/chosen": -0.008576988242566586,
517
- "eval_rewards/margins": 0.00531682837754488,
518
- "eval_rewards/rejected": -0.01389381755143404,
519
- "eval_runtime": 103.9426,
520
- "eval_samples_per_second": 3.3,
521
  "eval_steps_per_second": 0.414,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 0.81,
526
- "grad_norm": 1.609375,
527
  "learning_rate": 5.576113578589035e-07,
528
- "logits/chosen": 80.20366668701172,
529
- "logits/rejected": 80.20387268066406,
530
- "logps/chosen": -30.933481216430664,
531
- "logps/rejected": -34.256614685058594,
532
- "loss": 0.9801,
533
- "rewards/accuracies": 0.7250000238418579,
534
- "rewards/chosen": -0.0006994610885158181,
535
- "rewards/margins": 0.019869104027748108,
536
- "rewards/rejected": -0.020568564534187317,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
- "grad_norm": 1.5390625,
542
  "learning_rate": 4.229036944380913e-07,
543
- "logits/chosen": 77.26924133300781,
544
- "logits/rejected": 77.28764343261719,
545
- "logps/chosen": -31.467296600341797,
546
- "logps/rejected": -30.592571258544922,
547
- "loss": 0.982,
548
- "rewards/accuracies": 0.6625000238418579,
549
- "rewards/chosen": 0.0013126448029652238,
550
- "rewards/margins": 0.01804344728589058,
551
- "rewards/rejected": -0.01673080213367939,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
- "grad_norm": 1.875,
557
  "learning_rate": 3.053082288996112e-07,
558
- "logits/chosen": 74.20513916015625,
559
- "logits/rejected": 74.25221252441406,
560
- "logps/chosen": -29.909320831298828,
561
- "logps/rejected": -34.725521087646484,
562
- "loss": 0.9747,
563
- "rewards/accuracies": 0.7749999761581421,
564
- "rewards/chosen": 0.004432853776961565,
565
- "rewards/margins": 0.025339430198073387,
566
- "rewards/rejected": -0.02090657688677311,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
- "grad_norm": 1.7578125,
572
  "learning_rate": 2.0579377374915805e-07,
573
- "logits/chosen": 78.9554672241211,
574
- "logits/rejected": 78.990478515625,
575
- "logps/chosen": -33.333351135253906,
576
- "logps/rejected": -35.866722106933594,
577
- "loss": 0.9762,
578
- "rewards/accuracies": 0.7124999761581421,
579
- "rewards/chosen": -0.0012120162136852741,
580
- "rewards/margins": 0.023768287152051926,
581
- "rewards/rejected": -0.024980302900075912,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
- "grad_norm": 1.5859375,
587
  "learning_rate": 1.2518018074041684e-07,
588
- "logits/chosen": 77.8236083984375,
589
- "logits/rejected": 77.84061431884766,
590
- "logps/chosen": -33.3131103515625,
591
- "logps/rejected": -35.05299758911133,
592
- "loss": 0.9771,
593
- "rewards/accuracies": 0.75,
594
- "rewards/chosen": 0.0033062633592635393,
595
- "rewards/margins": 0.0229182131588459,
596
- "rewards/rejected": -0.01961195096373558,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
- "grad_norm": 1.5234375,
602
  "learning_rate": 6.41315865106129e-08,
603
- "logits/chosen": 79.53218078613281,
604
- "logits/rejected": 79.56050109863281,
605
- "logps/chosen": -29.001379013061523,
606
- "logps/rejected": -33.16984176635742,
607
- "loss": 0.9793,
608
- "rewards/accuracies": 0.6875,
609
- "rewards/chosen": 0.005508318077772856,
610
- "rewards/margins": 0.020708225667476654,
611
- "rewards/rejected": -0.015199905261397362,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
- "grad_norm": 1.7890625,
617
  "learning_rate": 2.3150941078050325e-08,
618
- "logits/chosen": 78.969970703125,
619
- "logits/rejected": 78.9748306274414,
620
- "logps/chosen": -33.2999267578125,
621
- "logps/rejected": -37.32087326049805,
622
- "loss": 0.9821,
623
  "rewards/accuracies": 0.637499988079071,
624
- "rewards/chosen": -0.004237635992467403,
625
- "rewards/margins": 0.017877381294965744,
626
- "rewards/rejected": -0.022115018218755722,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
- "grad_norm": 1.359375,
632
  "learning_rate": 2.575864278703266e-09,
633
- "logits/chosen": 72.49492645263672,
634
- "logits/rejected": 72.36249542236328,
635
- "logps/chosen": -30.828378677368164,
636
- "logps/rejected": -29.885875701904297,
637
- "loss": 0.9853,
638
- "rewards/accuracies": 0.7250000238418579,
639
- "rewards/chosen": -0.0025225188583135605,
640
- "rewards/margins": 0.014730495400726795,
641
- "rewards/rejected": -0.01725301705300808,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
- "train_loss": 0.9878765378679548,
649
- "train_runtime": 2559.7639,
650
- "train_samples_per_second": 1.203,
651
- "train_steps_per_second": 0.15
652
  }
653
  ],
654
  "logging_steps": 10,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
+ "grad_norm": 118.0,
14
  "learning_rate": 1.282051282051282e-07,
15
  "logits/chosen": 88.18099975585938,
16
  "logits/rejected": 88.25153350830078,
 
25
  },
26
  {
27
  "epoch": 0.03,
28
+ "grad_norm": 97.0,
29
  "learning_rate": 1.282051282051282e-06,
30
+ "logits/chosen": 81.08590698242188,
31
+ "logits/rejected": 80.79015350341797,
32
+ "logps/chosen": -34.172550201416016,
33
+ "logps/rejected": -32.99056625366211,
34
+ "loss": 0.9305,
35
+ "rewards/accuracies": 0.5277777910232544,
36
+ "rewards/chosen": 0.062255993485450745,
37
+ "rewards/margins": 0.09120028465986252,
38
+ "rewards/rejected": -0.028944293037056923,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
+ "grad_norm": 83.5,
44
  "learning_rate": 2.564102564102564e-06,
45
+ "logits/chosen": 80.69185638427734,
46
+ "logits/rejected": 80.58460235595703,
47
+ "logps/chosen": -33.645851135253906,
48
+ "logps/rejected": -30.73211097717285,
49
+ "loss": 1.0725,
50
+ "rewards/accuracies": 0.5,
51
+ "rewards/chosen": 0.039649851620197296,
52
+ "rewards/margins": -0.0011898368829861283,
53
+ "rewards/rejected": 0.04083969444036484,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
+ "grad_norm": 105.5,
59
  "learning_rate": 3.846153846153847e-06,
60
+ "logits/chosen": 82.52629089355469,
61
+ "logits/rejected": 82.55845642089844,
62
+ "logps/chosen": -33.839778900146484,
63
+ "logps/rejected": -31.187374114990234,
64
+ "loss": 1.1222,
65
+ "rewards/accuracies": 0.48750001192092896,
66
+ "rewards/chosen": 0.15573647618293762,
67
+ "rewards/margins": -0.05707378312945366,
68
+ "rewards/rejected": 0.21281024813652039,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
+ "grad_norm": 83.5,
74
  "learning_rate": 4.999896948438434e-06,
75
+ "logits/chosen": 81.00019073486328,
76
+ "logits/rejected": 80.99311828613281,
77
+ "logps/chosen": -32.78485870361328,
78
+ "logps/rejected": -33.173404693603516,
79
+ "loss": 1.023,
80
+ "rewards/accuracies": 0.550000011920929,
81
+ "rewards/chosen": 0.35028138756752014,
82
+ "rewards/margins": 0.17467467486858368,
83
+ "rewards/rejected": 0.17560675740242004,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
+ "grad_norm": 72.5,
89
  "learning_rate": 4.987541037542187e-06,
90
+ "logits/chosen": 78.55744934082031,
91
+ "logits/rejected": 78.57440948486328,
92
+ "logps/chosen": -30.58083724975586,
93
+ "logps/rejected": -30.754711151123047,
94
+ "loss": 1.0219,
95
+ "rewards/accuracies": 0.550000011920929,
96
+ "rewards/chosen": 0.5619677901268005,
97
+ "rewards/margins": 0.2752513289451599,
98
+ "rewards/rejected": 0.2867165207862854,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
+ "grad_norm": 94.5,
104
  "learning_rate": 4.954691471941119e-06,
105
+ "logits/chosen": 83.01163482666016,
106
+ "logits/rejected": 83.06632995605469,
107
+ "logps/chosen": -30.960674285888672,
108
+ "logps/rejected": -29.359949111938477,
109
+ "loss": 1.1647,
110
+ "rewards/accuracies": 0.5,
111
+ "rewards/chosen": 0.19303548336029053,
112
+ "rewards/margins": -0.014480452053248882,
113
+ "rewards/rejected": 0.20751595497131348,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
+ "grad_norm": 116.5,
119
  "learning_rate": 4.901618883413549e-06,
120
+ "logits/chosen": 83.62989044189453,
121
+ "logits/rejected": 83.66007232666016,
122
+ "logps/chosen": -30.669225692749023,
123
+ "logps/rejected": -33.12618637084961,
124
+ "loss": 1.1523,
125
+ "rewards/accuracies": 0.48750001192092896,
126
+ "rewards/chosen": -0.03618011251091957,
127
+ "rewards/margins": 0.04344985634088516,
128
+ "rewards/rejected": -0.07962997257709503,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
+ "grad_norm": 85.0,
134
  "learning_rate": 4.828760511501322e-06,
135
+ "logits/chosen": 81.133056640625,
136
+ "logits/rejected": 81.11943054199219,
137
+ "logps/chosen": -31.318958282470703,
138
+ "logps/rejected": -30.970218658447266,
139
+ "loss": 0.845,
140
+ "rewards/accuracies": 0.5874999761581421,
141
+ "rewards/chosen": 0.167384073138237,
142
+ "rewards/margins": 0.3586970567703247,
143
+ "rewards/rejected": -0.1913129985332489,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
+ "grad_norm": 109.0,
149
  "learning_rate": 4.7367166013034295e-06,
150
+ "logits/chosen": 77.96097564697266,
151
+ "logits/rejected": 77.93636322021484,
152
+ "logps/chosen": -32.162574768066406,
153
+ "logps/rejected": -31.054067611694336,
154
+ "loss": 0.7906,
155
+ "rewards/accuracies": 0.637499988079071,
156
+ "rewards/chosen": 0.4280422329902649,
157
+ "rewards/margins": 0.5203782916069031,
158
+ "rewards/rejected": -0.09233605861663818,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
+ "grad_norm": 68.5,
164
  "learning_rate": 4.626245458345211e-06,
165
+ "logits/chosen": 83.30989837646484,
166
+ "logits/rejected": 83.33601379394531,
167
+ "logps/chosen": -33.85996627807617,
168
+ "logps/rejected": -31.64011573791504,
169
+ "loss": 0.9852,
170
+ "rewards/accuracies": 0.5874999761581421,
171
+ "rewards/chosen": 0.4005257189273834,
172
+ "rewards/margins": 0.30113959312438965,
173
+ "rewards/rejected": 0.09938610345125198,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
+ "eval_logits/chosen": 98.69417572021484,
179
+ "eval_logits/rejected": 98.68303680419922,
180
+ "eval_logps/chosen": -32.46882629394531,
181
+ "eval_logps/rejected": -36.016597747802734,
182
+ "eval_loss": 1.1082578897476196,
183
+ "eval_rewards/accuracies": 0.4875415563583374,
184
+ "eval_rewards/chosen": -0.02308560535311699,
185
+ "eval_rewards/margins": 0.021978026255965233,
186
+ "eval_rewards/rejected": -0.04506362974643707,
187
+ "eval_runtime": 104.3924,
188
+ "eval_samples_per_second": 3.286,
189
+ "eval_steps_per_second": 0.412,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.29,
194
+ "grad_norm": 100.0,
195
  "learning_rate": 4.498257201263691e-06,
196
+ "logits/chosen": 83.43294525146484,
197
+ "logits/rejected": 83.3353042602539,
198
+ "logps/chosen": -32.524871826171875,
199
+ "logps/rejected": -32.74653625488281,
200
+ "loss": 0.8192,
201
+ "rewards/accuracies": 0.625,
202
+ "rewards/chosen": 0.4481372833251953,
203
+ "rewards/margins": 0.5297205448150635,
204
+ "rewards/rejected": -0.08158326148986816,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
+ "grad_norm": 86.5,
210
  "learning_rate": 4.353806263777678e-06,
211
+ "logits/chosen": 83.61913299560547,
212
+ "logits/rejected": 83.73504638671875,
213
+ "logps/chosen": -28.402780532836914,
214
+ "logps/rejected": -35.50286865234375,
215
+ "loss": 0.7691,
216
+ "rewards/accuracies": 0.574999988079071,
217
+ "rewards/chosen": 0.4741190969944,
218
+ "rewards/margins": 0.5134681463241577,
219
+ "rewards/rejected": -0.039348993450403214,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
+ "grad_norm": 72.0,
225
  "learning_rate": 4.1940827077152755e-06,
226
+ "logits/chosen": 80.9137954711914,
227
+ "logits/rejected": 80.93389892578125,
228
+ "logps/chosen": -30.521535873413086,
229
+ "logps/rejected": -32.07093048095703,
230
+ "loss": 0.815,
231
+ "rewards/accuracies": 0.612500011920929,
232
+ "rewards/chosen": 0.34723615646362305,
233
+ "rewards/margins": 0.47260579466819763,
234
+ "rewards/rejected": -0.12536963820457458,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
+ "grad_norm": 86.0,
240
  "learning_rate": 4.0204024186666215e-06,
241
+ "logits/chosen": 82.1353530883789,
242
+ "logits/rejected": 82.16053771972656,
243
+ "logps/chosen": -27.094701766967773,
244
+ "logps/rejected": -32.902889251708984,
245
+ "loss": 0.7235,
246
+ "rewards/accuracies": 0.699999988079071,
247
+ "rewards/chosen": 0.3173602223396301,
248
+ "rewards/margins": 0.7489217519760132,
249
+ "rewards/rejected": -0.4315616488456726,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
+ "grad_norm": 59.75,
255
  "learning_rate": 3.834196265035119e-06,
256
+ "logits/chosen": 80.8051986694336,
257
+ "logits/rejected": 80.77262115478516,
258
+ "logps/chosen": -28.932445526123047,
259
+ "logps/rejected": -33.024757385253906,
260
+ "loss": 0.633,
261
+ "rewards/accuracies": 0.762499988079071,
262
+ "rewards/chosen": 0.4109979569911957,
263
+ "rewards/margins": 0.8234249949455261,
264
+ "rewards/rejected": -0.4124270975589752,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
+ "grad_norm": 82.5,
270
  "learning_rate": 3.636998309800573e-06,
271
+ "logits/chosen": 82.64894104003906,
272
+ "logits/rejected": 82.64643859863281,
273
+ "logps/chosen": -33.55781936645508,
274
+ "logps/rejected": -30.31070899963379,
275
+ "loss": 0.7859,
276
+ "rewards/accuracies": 0.7124999761581421,
277
+ "rewards/chosen": 0.5210397839546204,
278
+ "rewards/margins": 0.8433935046195984,
279
+ "rewards/rejected": -0.3223537802696228,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
+ "grad_norm": 81.5,
285
  "learning_rate": 3.4304331721118078e-06,
286
+ "logits/chosen": 83.43087005615234,
287
+ "logits/rejected": 83.37384033203125,
288
+ "logps/chosen": -30.71698570251465,
289
+ "logps/rejected": -32.415626525878906,
290
+ "loss": 0.6671,
291
+ "rewards/accuracies": 0.699999988079071,
292
+ "rewards/chosen": 0.4880717396736145,
293
+ "rewards/margins": 0.8440794944763184,
294
+ "rewards/rejected": -0.35600775480270386,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
+ "grad_norm": 64.0,
300
  "learning_rate": 3.2162026428305436e-06,
301
+ "logits/chosen": 81.02064514160156,
302
+ "logits/rejected": 81.00648498535156,
303
+ "logps/chosen": -30.46847152709961,
304
+ "logps/rejected": -31.655284881591797,
305
+ "loss": 0.6529,
306
+ "rewards/accuracies": 0.699999988079071,
307
+ "rewards/chosen": 0.6558108925819397,
308
+ "rewards/margins": 1.104081153869629,
309
+ "rewards/rejected": -0.4482702314853668,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
+ "grad_norm": 27.25,
315
  "learning_rate": 2.996071664294641e-06,
316
+ "logits/chosen": 82.70450592041016,
317
+ "logits/rejected": 82.70726776123047,
318
+ "logps/chosen": -30.44081687927246,
319
+ "logps/rejected": -30.764562606811523,
320
+ "loss": 0.8467,
321
+ "rewards/accuracies": 0.637499988079071,
322
+ "rewards/chosen": 0.2930375039577484,
323
+ "rewards/margins": 0.5599225759506226,
324
+ "rewards/rejected": -0.2668851315975189,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
+ "grad_norm": 68.0,
330
  "learning_rate": 2.7718537898066833e-06,
331
+ "logits/chosen": 78.14289093017578,
332
+ "logits/rejected": 78.0774917602539,
333
+ "logps/chosen": -34.14347839355469,
334
+ "logps/rejected": -32.717750549316406,
335
+ "loss": 0.902,
336
+ "rewards/accuracies": 0.625,
337
+ "rewards/chosen": 0.5483377575874329,
338
+ "rewards/margins": 0.7502498030662537,
339
+ "rewards/rejected": -0.2019120752811432,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
+ "eval_logits/chosen": 98.65617370605469,
345
+ "eval_logits/rejected": 98.62713623046875,
346
+ "eval_logps/chosen": -32.60585021972656,
347
+ "eval_logps/rejected": -36.384361267089844,
348
+ "eval_loss": 0.9846288561820984,
349
+ "eval_rewards/accuracies": 0.554817259311676,
350
+ "eval_rewards/chosen": -0.14640627801418304,
351
+ "eval_rewards/margins": 0.22964100539684296,
352
+ "eval_rewards/rejected": -0.3760472238063812,
353
+ "eval_runtime": 103.9231,
354
+ "eval_samples_per_second": 3.301,
355
+ "eval_steps_per_second": 0.414,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
+ "grad_norm": 107.0,
361
  "learning_rate": 2.5453962426402006e-06,
362
+ "logits/chosen": 80.76277160644531,
363
+ "logits/rejected": 80.67192840576172,
364
+ "logps/chosen": -33.424560546875,
365
+ "logps/rejected": -35.27748107910156,
366
+ "loss": 0.7859,
367
+ "rewards/accuracies": 0.7124999761581421,
368
+ "rewards/chosen": 0.4690447747707367,
369
+ "rewards/margins": 0.7312911152839661,
370
+ "rewards/rejected": -0.26224634051322937,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
+ "grad_norm": 86.0,
376
  "learning_rate": 2.3185646976551794e-06,
377
+ "logits/chosen": 82.9009017944336,
378
+ "logits/rejected": 82.97982788085938,
379
+ "logps/chosen": -31.129741668701172,
380
+ "logps/rejected": -31.022235870361328,
381
+ "loss": 0.566,
382
+ "rewards/accuracies": 0.7749999761581421,
383
+ "rewards/chosen": 0.7372905611991882,
384
+ "rewards/margins": 1.001245141029358,
385
+ "rewards/rejected": -0.2639545798301697,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
+ "grad_norm": 79.0,
391
  "learning_rate": 2.0932279108998323e-06,
392
+ "logits/chosen": 80.10737609863281,
393
+ "logits/rejected": 80.16769409179688,
394
+ "logps/chosen": -32.2999153137207,
395
+ "logps/rejected": -34.19389343261719,
396
+ "loss": 0.904,
397
  "rewards/accuracies": 0.612500011920929,
398
+ "rewards/chosen": 0.45524734258651733,
399
+ "rewards/margins": 0.6188174486160278,
400
+ "rewards/rejected": -0.16357013583183289,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
+ "grad_norm": 101.0,
406
  "learning_rate": 1.8712423238279358e-06,
407
+ "logits/chosen": 82.58370208740234,
408
+ "logits/rejected": 82.85044860839844,
409
+ "logps/chosen": -30.799701690673828,
410
+ "logps/rejected": -31.604589462280273,
411
+ "loss": 0.7596,
412
  "rewards/accuracies": 0.7124999761581421,
413
+ "rewards/chosen": 0.7995287179946899,
414
+ "rewards/margins": 0.8648217916488647,
415
+ "rewards/rejected": -0.06529306620359421,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
+ "grad_norm": 89.5,
421
  "learning_rate": 1.6544367689701824e-06,
422
+ "logits/chosen": 81.37136840820312,
423
+ "logits/rejected": 81.4355697631836,
424
+ "logps/chosen": -26.921367645263672,
425
+ "logps/rejected": -30.0640811920166,
426
+ "loss": 0.8158,
427
+ "rewards/accuracies": 0.637499988079071,
428
+ "rewards/chosen": 0.6070747971534729,
429
+ "rewards/margins": 0.754082202911377,
430
+ "rewards/rejected": -0.14700737595558167,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
+ "grad_norm": 69.0,
436
  "learning_rate": 1.4445974030621963e-06,
437
+ "logits/chosen": 78.6139144897461,
438
+ "logits/rejected": 78.74816131591797,
439
+ "logps/chosen": -30.19488525390625,
440
+ "logps/rejected": -36.41002655029297,
441
+ "loss": 0.4662,
442
+ "rewards/accuracies": 0.762499988079071,
443
+ "rewards/chosen": 1.2295000553131104,
444
+ "rewards/margins": 1.5070557594299316,
445
+ "rewards/rejected": -0.2775557041168213,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
+ "grad_norm": 36.0,
451
  "learning_rate": 1.243452991757889e-06,
452
+ "logits/chosen": 78.08236694335938,
453
+ "logits/rejected": 78.10992431640625,
454
+ "logps/chosen": -30.87982749938965,
455
+ "logps/rejected": -31.692874908447266,
456
+ "loss": 0.6864,
457
+ "rewards/accuracies": 0.6625000238418579,
458
+ "rewards/chosen": 0.8091908693313599,
459
+ "rewards/margins": 0.977896511554718,
460
+ "rewards/rejected": -0.16870568692684174,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
+ "grad_norm": 113.0,
466
  "learning_rate": 1.0526606671603523e-06,
467
+ "logits/chosen": 80.7326431274414,
468
+ "logits/rejected": 80.51844024658203,
469
+ "logps/chosen": -31.088062286376953,
470
+ "logps/rejected": -29.66598892211914,
471
+ "loss": 0.9291,
472
+ "rewards/accuracies": 0.6875,
473
+ "rewards/chosen": 0.6496511697769165,
474
+ "rewards/margins": 0.6487425565719604,
475
+ "rewards/rejected": 0.0009086370700970292,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
+ "grad_norm": 72.0,
481
  "learning_rate": 8.737922755071455e-07,
482
+ "logits/chosen": 80.9128189086914,
483
+ "logits/rejected": 80.82886505126953,
484
+ "logps/chosen": -33.01869201660156,
485
+ "logps/rejected": -32.421485900878906,
486
+ "loss": 0.5234,
487
+ "rewards/accuracies": 0.762499988079071,
488
+ "rewards/chosen": 0.977002739906311,
489
+ "rewards/margins": 1.3411604166030884,
490
+ "rewards/rejected": -0.3641577661037445,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
+ "grad_norm": 70.5,
496
  "learning_rate": 7.08321427484816e-07,
497
+ "logits/chosen": 76.50440979003906,
498
+ "logits/rejected": 76.59843444824219,
499
+ "logps/chosen": -32.13983917236328,
500
+ "logps/rejected": -29.128122329711914,
501
+ "loss": 0.671,
502
+ "rewards/accuracies": 0.737500011920929,
503
+ "rewards/chosen": 1.139281988143921,
504
+ "rewards/margins": 1.1627700328826904,
505
+ "rewards/rejected": -0.023488014936447144,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
+ "eval_logits/chosen": 98.7301254272461,
511
+ "eval_logits/rejected": 98.71080017089844,
512
+ "eval_logps/chosen": -32.50548553466797,
513
+ "eval_logps/rejected": -36.0523567199707,
514
+ "eval_loss": 1.1081271171569824,
515
+ "eval_rewards/accuracies": 0.47757473587989807,
516
+ "eval_rewards/chosen": -0.056078068912029266,
517
+ "eval_rewards/margins": 0.021167948842048645,
518
+ "eval_rewards/rejected": -0.07724600285291672,
519
+ "eval_runtime": 103.8638,
520
+ "eval_samples_per_second": 3.302,
521
  "eval_steps_per_second": 0.414,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 0.81,
526
+ "grad_norm": 66.0,
527
  "learning_rate": 5.576113578589035e-07,
528
+ "logits/chosen": 83.55355072021484,
529
+ "logits/rejected": 83.5801773071289,
530
+ "logps/chosen": -30.023509979248047,
531
+ "logps/rejected": -32.43012237548828,
532
+ "loss": 0.6531,
533
+ "rewards/accuracies": 0.7124999761581421,
534
+ "rewards/chosen": 0.7560194730758667,
535
+ "rewards/margins": 0.9633440971374512,
536
+ "rewards/rejected": -0.20732466876506805,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
+ "grad_norm": 56.25,
542
  "learning_rate": 4.229036944380913e-07,
543
+ "logits/chosen": 81.07228088378906,
544
+ "logits/rejected": 81.07295989990234,
545
+ "logps/chosen": -30.569133758544922,
546
+ "logps/rejected": -29.126922607421875,
547
+ "loss": 0.5552,
548
+ "rewards/accuracies": 0.7124999761581421,
549
+ "rewards/chosen": 0.926487147808075,
550
+ "rewards/margins": 1.1131722927093506,
551
+ "rewards/rejected": -0.1866852045059204,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
+ "grad_norm": 65.5,
557
  "learning_rate": 3.053082288996112e-07,
558
+ "logits/chosen": 78.3108139038086,
559
+ "logits/rejected": 78.35076904296875,
560
+ "logps/chosen": -29.139026641845703,
561
+ "logps/rejected": -32.85981750488281,
562
+ "loss": 0.5897,
563
+ "rewards/accuracies": 0.7250000238418579,
564
+ "rewards/chosen": 1.0922209024429321,
565
+ "rewards/margins": 1.294679045677185,
566
+ "rewards/rejected": -0.20245835185050964,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
+ "grad_norm": 98.5,
572
  "learning_rate": 2.0579377374915805e-07,
573
+ "logits/chosen": 82.51289367675781,
574
+ "logits/rejected": 82.52921295166016,
575
+ "logps/chosen": -32.200294494628906,
576
+ "logps/rejected": -33.6099853515625,
577
+ "loss": 0.7511,
578
+ "rewards/accuracies": 0.675000011920929,
579
+ "rewards/chosen": 0.910667896270752,
580
+ "rewards/margins": 1.127828598022461,
581
+ "rewards/rejected": -0.21716061234474182,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
+ "grad_norm": 47.0,
587
  "learning_rate": 1.2518018074041684e-07,
588
+ "logits/chosen": 81.58796691894531,
589
+ "logits/rejected": 81.5913314819336,
590
+ "logps/chosen": -32.477813720703125,
591
+ "logps/rejected": -33.15494155883789,
592
+ "loss": 0.6388,
593
+ "rewards/accuracies": 0.7250000238418579,
594
+ "rewards/chosen": 1.049329400062561,
595
+ "rewards/margins": 1.106154203414917,
596
+ "rewards/rejected": -0.056824732571840286,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
+ "grad_norm": 59.0,
602
  "learning_rate": 6.41315865106129e-08,
603
+ "logits/chosen": 83.0643539428711,
604
+ "logits/rejected": 83.09364318847656,
605
+ "logps/chosen": -28.514789581298828,
606
+ "logps/rejected": -31.751323699951172,
607
+ "loss": 0.5731,
608
+ "rewards/accuracies": 0.7124999761581421,
609
+ "rewards/chosen": 0.9336811304092407,
610
+ "rewards/margins": 1.0250084400177002,
611
+ "rewards/rejected": -0.09132737666368484,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
+ "grad_norm": 121.5,
617
  "learning_rate": 2.3150941078050325e-08,
618
+ "logits/chosen": 82.48683166503906,
619
+ "logits/rejected": 82.50460815429688,
620
+ "logps/chosen": -31.874202728271484,
621
+ "logps/rejected": -35.20905303955078,
622
+ "loss": 0.7031,
623
  "rewards/accuracies": 0.637499988079071,
624
+ "rewards/chosen": 0.9017645120620728,
625
+ "rewards/margins": 0.9914749264717102,
626
+ "rewards/rejected": -0.08971036225557327,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
+ "grad_norm": 94.5,
632
  "learning_rate": 2.575864278703266e-09,
633
+ "logits/chosen": 76.47808074951172,
634
+ "logits/rejected": 76.34886932373047,
635
+ "logps/chosen": -29.865795135498047,
636
+ "logps/rejected": -28.233165740966797,
637
+ "loss": 0.7695,
638
+ "rewards/accuracies": 0.6875,
639
+ "rewards/chosen": 0.6392983794212341,
640
+ "rewards/margins": 0.7046308517456055,
641
+ "rewards/rejected": -0.06533239781856537,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
+ "train_loss": 0.7878170496457583,
649
+ "train_runtime": 2553.4781,
650
+ "train_samples_per_second": 1.206,
651
+ "train_steps_per_second": 0.151
652
  }
653
  ],
654
  "logging_steps": 10,