hugodk-sch commited on
Commit
7a435c2
1 Parent(s): ede68f2

Model save

Browse files
Files changed (5) hide show
  1. README.md +13 -16
  2. adapter_model.safetensors +1 -1
  3. all_results.json +2 -15
  4. train_results.json +2 -2
  5. trainer_state.json +375 -375
README.md CHANGED
@@ -1,13 +1,10 @@
1
  ---
2
  library_name: peft
3
  tags:
4
- - alignment-handbook
5
  - trl
6
  - dpo
7
  - generated_from_trainer
8
  base_model: NbAiLab/nb-gpt-j-6B-v2
9
- datasets:
10
- - hugodk-sch/aftonposten_title_prefs
11
  model-index:
12
  - name: aftonposten-6b-align-scan
13
  results: []
@@ -18,17 +15,17 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  # aftonposten-6b-align-scan
20
 
21
- This model is a fine-tuned version of [data/ap-gpt-j-6b-sft-qlora-04-08](https://huggingface.co/data/ap-gpt-j-6b-sft-qlora-04-08) on the hugodk-sch/aftonposten_title_prefs dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.9988
24
- - Rewards/chosen: 0.0026
25
- - Rewards/rejected: 0.0013
26
- - Rewards/accuracies: 0.4925
27
- - Rewards/margins: 0.0013
28
- - Logps/rejected: -37.5141
29
- - Logps/chosen: -34.0293
30
- - Logits/rejected: -2.2384
31
- - Logits/chosen: -2.2433
32
 
33
  ## Model description
34
 
@@ -63,9 +60,9 @@ 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
- | 1.007 | 0.26 | 100 | 0.9963 | 0.0083 | 0.0045 | 0.5166 | 0.0039 | -37.5077 | -34.0179 | -2.2391 | -2.2440 |
67
- | 0.9725 | 0.52 | 200 | 1.0085 | 0.0008 | 0.0092 | 0.4992 | -0.0084 | -37.4982 | -34.0330 | -2.2385 | -2.2434 |
68
- | 0.982 | 0.78 | 300 | 1.0014 | 0.0061 | 0.0075 | 0.5104 | -0.0014 | -37.5016 | -34.0223 | -2.2389 | -2.2438 |
69
 
70
 
71
  ### Framework versions
 
1
  ---
2
  library_name: peft
3
  tags:
 
4
  - trl
5
  - dpo
6
  - generated_from_trainer
7
  base_model: NbAiLab/nb-gpt-j-6B-v2
 
 
8
  model-index:
9
  - name: aftonposten-6b-align-scan
10
  results: []
 
15
 
16
  # aftonposten-6b-align-scan
17
 
18
+ This model is a fine-tuned version of [NbAiLab/nb-gpt-j-6B-v2](https://huggingface.co/NbAiLab/nb-gpt-j-6B-v2) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 1.0020
21
+ - Rewards/chosen: 0.0050
22
+ - Rewards/rejected: 0.0068
23
+ - Rewards/accuracies: 0.4635
24
+ - Rewards/margins: -0.0019
25
+ - Logps/rejected: -37.5052
26
+ - Logps/chosen: -34.0263
27
+ - Logits/rejected: -2.2388
28
+ - Logits/chosen: -2.2437
29
 
30
  ## Model description
31
 
 
60
 
61
  | Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
62
  |:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
63
+ | 1.0007 | 0.26 | 100 | 0.9989 | 0.0092 | 0.0079 | 0.5403 | 0.0013 | -37.5035 | -34.0192 | -2.2391 | -2.2440 |
64
+ | 0.9898 | 0.52 | 200 | 0.9970 | 0.0124 | 0.0094 | 0.5307 | 0.0030 | -37.5009 | -34.0138 | -2.2391 | -2.2440 |
65
+ | 0.9846 | 0.78 | 300 | 1.0020 | 0.0050 | 0.0068 | 0.4635 | -0.0019 | -37.5052 | -34.0263 | -2.2388 | -2.2437 |
66
 
67
 
68
  ### Framework versions
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0f1a2ac2d3d83fe93faa89fedf9ab0b78af86ab25a03d190cceec07b1c464766
3
  size 176183216
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:51387effbb49cdadf9979c5a56ff61a06766e3483674b168cbccd22db7c79182
3
  size 176183216
all_results.json CHANGED
@@ -1,20 +1,7 @@
1
  {
2
  "epoch": 1.0,
3
- "eval_logits/chosen": -2.243324041366577,
4
- "eval_logits/rejected": -2.2384440898895264,
5
- "eval_logps/chosen": -34.02931213378906,
6
- "eval_logps/rejected": -37.51406478881836,
7
- "eval_loss": 0.9987560510635376,
8
- "eval_rewards/accuracies": 0.4925249218940735,
9
- "eval_rewards/chosen": 0.0026186639443039894,
10
- "eval_rewards/margins": 0.0013388387160375714,
11
- "eval_rewards/rejected": 0.0012798249954357743,
12
- "eval_runtime": 145.7879,
13
- "eval_samples": 343,
14
- "eval_samples_per_second": 2.353,
15
- "eval_steps_per_second": 0.295,
16
- "train_loss": 0.9930156608680626,
17
- "train_runtime": 3255.7181,
18
  "train_samples": 3079,
19
  "train_samples_per_second": 0.946,
20
  "train_steps_per_second": 0.118
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 0.9932638019710393,
4
+ "train_runtime": 3254.1177,
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  "train_samples": 3079,
6
  "train_samples_per_second": 0.946,
7
  "train_steps_per_second": 0.118
train_results.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "epoch": 1.0,
3
- "train_loss": 0.9930156608680626,
4
- "train_runtime": 3255.7181,
5
  "train_samples": 3079,
6
  "train_samples_per_second": 0.946,
7
  "train_steps_per_second": 0.118
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 0.9932638019710393,
4
+ "train_runtime": 3254.1177,
5
  "train_samples": 3079,
6
  "train_samples_per_second": 0.946,
7
  "train_steps_per_second": 0.118
trainer_state.json CHANGED
@@ -25,589 +25,589 @@
25
  {
26
  "epoch": 0.03,
27
  "learning_rate": 1.2820512820512818e-07,
28
- "logits/chosen": -1.8661351203918457,
29
- "logits/rejected": -1.8704447746276855,
30
- "logps/chosen": -36.994537353515625,
31
- "logps/rejected": -33.65791320800781,
32
- "loss": 0.98,
33
  "rewards/accuracies": 0.5138888955116272,
34
- "rewards/chosen": 0.006032215431332588,
35
- "rewards/margins": 0.019952965900301933,
36
- "rewards/rejected": -0.013920750468969345,
37
  "step": 10
38
  },
39
  {
40
  "epoch": 0.05,
41
  "learning_rate": 2.5641025641025636e-07,
42
- "logits/chosen": -1.9972000122070312,
43
- "logits/rejected": -1.9998512268066406,
44
- "logps/chosen": -29.651025772094727,
45
- "logps/rejected": -29.047237396240234,
46
- "loss": 1.0125,
47
- "rewards/accuracies": 0.42500001192092896,
48
- "rewards/chosen": -0.004414811730384827,
49
- "rewards/margins": -0.012516966089606285,
50
- "rewards/rejected": 0.008102154359221458,
51
  "step": 20
52
  },
53
  {
54
  "epoch": 0.08,
55
  "learning_rate": 3.8461538461538463e-07,
56
- "logits/chosen": -1.919605016708374,
57
- "logits/rejected": -1.9169189929962158,
58
- "logps/chosen": -31.410541534423828,
59
- "logps/rejected": -33.22766876220703,
60
- "loss": 0.9926,
61
- "rewards/accuracies": 0.550000011920929,
62
- "rewards/chosen": 0.002776858163997531,
63
- "rewards/margins": 0.007382071111351252,
64
- "rewards/rejected": -0.004605212714523077,
65
  "step": 30
66
  },
67
  {
68
  "epoch": 0.1,
69
  "learning_rate": 4.999896948438433e-07,
70
- "logits/chosen": -2.016796827316284,
71
- "logits/rejected": -2.0080485343933105,
72
- "logps/chosen": -32.59518814086914,
73
- "logps/rejected": -32.49793243408203,
74
- "loss": 1.0166,
75
  "rewards/accuracies": 0.4375,
76
- "rewards/chosen": -0.00919206440448761,
77
- "rewards/margins": -0.016562189906835556,
78
- "rewards/rejected": 0.007370126433670521,
79
  "step": 40
80
  },
81
  {
82
  "epoch": 0.13,
83
  "learning_rate": 4.987541037542186e-07,
84
- "logits/chosen": -1.8643512725830078,
85
- "logits/rejected": -1.853578805923462,
86
- "logps/chosen": -33.55515670776367,
87
- "logps/rejected": -35.426795959472656,
88
- "loss": 1.0116,
89
- "rewards/accuracies": 0.4749999940395355,
90
- "rewards/chosen": 0.0011615634430199862,
91
- "rewards/margins": -0.011613734066486359,
92
- "rewards/rejected": 0.012775297276675701,
93
  "step": 50
94
  },
95
  {
96
  "epoch": 0.16,
97
  "learning_rate": 4.954691471941118e-07,
98
- "logits/chosen": -1.9452184438705444,
99
- "logits/rejected": -1.9471704959869385,
100
- "logps/chosen": -32.57328414916992,
101
- "logps/rejected": -33.17564010620117,
102
- "loss": 0.9844,
103
- "rewards/accuracies": 0.5375000238418579,
104
- "rewards/chosen": 0.013449115678668022,
105
- "rewards/margins": 0.015578977763652802,
106
- "rewards/rejected": -0.002129861619323492,
107
  "step": 60
108
  },
109
  {
110
  "epoch": 0.18,
111
  "learning_rate": 4.901618883413548e-07,
112
- "logits/chosen": -2.079322338104248,
113
- "logits/rejected": -2.0843043327331543,
114
- "logps/chosen": -33.998104095458984,
115
- "logps/rejected": -36.586326599121094,
116
- "loss": 0.9961,
117
- "rewards/accuracies": 0.5625,
118
- "rewards/chosen": -0.004809260368347168,
119
- "rewards/margins": 0.003915563225746155,
120
- "rewards/rejected": -0.008724823594093323,
121
  "step": 70
122
  },
123
  {
124
  "epoch": 0.21,
125
  "learning_rate": 4.828760511501322e-07,
126
- "logits/chosen": -1.9419012069702148,
127
- "logits/rejected": -1.9450546503067017,
128
- "logps/chosen": -34.40644836425781,
129
- "logps/rejected": -34.56013107299805,
130
- "loss": 1.0055,
131
- "rewards/accuracies": 0.5625,
132
- "rewards/chosen": 0.010679833590984344,
133
- "rewards/margins": -0.0054560392163693905,
134
- "rewards/rejected": 0.016135873273015022,
135
  "step": 80
136
  },
137
  {
138
  "epoch": 0.23,
139
  "learning_rate": 4.736716601303429e-07,
140
- "logits/chosen": -1.9507659673690796,
141
- "logits/rejected": -1.9552879333496094,
142
- "logps/chosen": -32.45410919189453,
143
- "logps/rejected": -32.34144973754883,
144
- "loss": 1.0021,
145
- "rewards/accuracies": 0.5249999761581421,
146
- "rewards/chosen": 0.006657355930656195,
147
- "rewards/margins": -0.002072322415187955,
148
- "rewards/rejected": 0.008729678578674793,
149
  "step": 90
150
  },
151
  {
152
  "epoch": 0.26,
153
  "learning_rate": 4.62624545834521e-07,
154
- "logits/chosen": -2.0492916107177734,
155
- "logits/rejected": -2.047295093536377,
156
- "logps/chosen": -32.23640441894531,
157
- "logps/rejected": -31.247751235961914,
158
- "loss": 1.007,
159
- "rewards/accuracies": 0.4375,
160
- "rewards/chosen": 0.002216553781181574,
161
- "rewards/margins": -0.007013450376689434,
162
- "rewards/rejected": 0.009230004623532295,
163
  "step": 100
164
  },
165
  {
166
  "epoch": 0.26,
167
- "eval_logits/chosen": -2.2440249919891357,
168
- "eval_logits/rejected": -2.239149808883667,
169
- "eval_logps/chosen": -34.017887115478516,
170
- "eval_logps/rejected": -37.50767517089844,
171
- "eval_loss": 0.9963483810424805,
172
- "eval_rewards/accuracies": 0.5166113376617432,
173
- "eval_rewards/chosen": 0.008332207798957825,
174
- "eval_rewards/margins": 0.0038595683872699738,
175
- "eval_rewards/rejected": 0.004472639411687851,
176
- "eval_runtime": 146.1438,
177
- "eval_samples_per_second": 2.347,
178
- "eval_steps_per_second": 0.294,
179
  "step": 100
180
  },
181
  {
182
  "epoch": 0.29,
183
  "learning_rate": 4.4982572012636904e-07,
184
- "logits/chosen": -2.005338191986084,
185
- "logits/rejected": -2.002920627593994,
186
- "logps/chosen": -33.22484588623047,
187
- "logps/rejected": -34.01424026489258,
188
- "loss": 0.9981,
189
- "rewards/accuracies": 0.48750001192092896,
190
- "rewards/chosen": 0.009485405869781971,
191
- "rewards/margins": 0.001919901347719133,
192
- "rewards/rejected": 0.007565504405647516,
193
  "step": 110
194
  },
195
  {
196
  "epoch": 0.31,
197
  "learning_rate": 4.353806263777677e-07,
198
- "logits/chosen": -2.0164568424224854,
199
- "logits/rejected": -2.008070468902588,
200
- "logps/chosen": -32.454193115234375,
201
- "logps/rejected": -32.175106048583984,
202
- "loss": 0.9978,
203
- "rewards/accuracies": 0.4749999940395355,
204
- "rewards/chosen": -0.004645171575248241,
205
- "rewards/margins": 0.0021557719446718693,
206
- "rewards/rejected": -0.006800943519920111,
207
  "step": 120
208
  },
209
  {
210
  "epoch": 0.34,
211
  "learning_rate": 4.194082707715275e-07,
212
- "logits/chosen": -2.046295642852783,
213
- "logits/rejected": -2.03825044631958,
214
- "logps/chosen": -30.491985321044922,
215
- "logps/rejected": -32.04901885986328,
216
- "loss": 1.0101,
217
- "rewards/accuracies": 0.4625000059604645,
218
- "rewards/chosen": -0.008134904317557812,
219
- "rewards/margins": -0.010127933695912361,
220
- "rewards/rejected": 0.001993028912693262,
221
  "step": 130
222
  },
223
  {
224
  "epoch": 0.36,
225
  "learning_rate": 4.020402418666621e-07,
226
- "logits/chosen": -1.9772052764892578,
227
- "logits/rejected": -1.9874699115753174,
228
- "logps/chosen": -31.385913848876953,
229
- "logps/rejected": -32.56010818481445,
230
- "loss": 0.9705,
231
- "rewards/accuracies": 0.5625,
232
- "rewards/chosen": 0.016873350366950035,
233
- "rewards/margins": 0.02948569692671299,
234
- "rewards/rejected": -0.01261234562844038,
235
  "step": 140
236
  },
237
  {
238
  "epoch": 0.39,
239
  "learning_rate": 3.8341962650351185e-07,
240
- "logits/chosen": -1.8907018899917603,
241
- "logits/rejected": -1.8917919397354126,
242
- "logps/chosen": -34.191062927246094,
243
- "logps/rejected": -34.757171630859375,
244
- "loss": 0.9992,
245
- "rewards/accuracies": 0.5,
246
- "rewards/chosen": 0.0008138298871926963,
247
- "rewards/margins": 0.0007720142602920532,
248
- "rewards/rejected": 4.181563781457953e-05,
249
  "step": 150
250
  },
251
  {
252
  "epoch": 0.42,
253
  "learning_rate": 3.636998309800572e-07,
254
- "logits/chosen": -1.9424282312393188,
255
- "logits/rejected": -1.9389431476593018,
256
- "logps/chosen": -36.157745361328125,
257
- "logps/rejected": -32.73271942138672,
258
- "loss": 0.988,
259
- "rewards/accuracies": 0.5874999761581421,
260
- "rewards/chosen": 0.0069676609709858894,
261
- "rewards/margins": 0.011951583437621593,
262
- "rewards/rejected": -0.004983922932296991,
263
  "step": 160
264
  },
265
  {
266
  "epoch": 0.44,
267
  "learning_rate": 3.430433172111807e-07,
268
- "logits/chosen": -2.0421340465545654,
269
- "logits/rejected": -2.0347371101379395,
270
- "logps/chosen": -33.798614501953125,
271
- "logps/rejected": -31.370548248291016,
272
- "loss": 0.991,
273
- "rewards/accuracies": 0.5249999761581421,
274
- "rewards/chosen": -0.00037657321081496775,
275
- "rewards/margins": 0.008971447125077248,
276
- "rewards/rejected": -0.00934801995754242,
277
  "step": 170
278
  },
279
  {
280
  "epoch": 0.47,
281
  "learning_rate": 3.216202642830543e-07,
282
- "logits/chosen": -2.0471675395965576,
283
- "logits/rejected": -2.0524353981018066,
284
- "logps/chosen": -32.519779205322266,
285
- "logps/rejected": -32.49123001098633,
286
- "loss": 0.9845,
287
- "rewards/accuracies": 0.48750001192092896,
288
- "rewards/chosen": 0.012504413723945618,
289
- "rewards/margins": 0.015548673458397388,
290
- "rewards/rejected": -0.003044259501621127,
291
  "step": 180
292
  },
293
  {
294
  "epoch": 0.49,
295
  "learning_rate": 2.9960716642946403e-07,
296
- "logits/chosen": -2.0482120513916016,
297
- "logits/rejected": -2.0454375743865967,
298
- "logps/chosen": -31.485937118530273,
299
- "logps/rejected": -31.332433700561523,
300
- "loss": 0.9914,
301
- "rewards/accuracies": 0.574999988079071,
302
- "rewards/chosen": 0.0015064775943756104,
303
- "rewards/margins": 0.008616042323410511,
304
- "rewards/rejected": -0.007109564729034901,
305
  "step": 190
306
  },
307
  {
308
  "epoch": 0.52,
309
  "learning_rate": 2.771853789806683e-07,
310
- "logits/chosen": -1.9187748432159424,
311
- "logits/rejected": -1.9234533309936523,
312
- "logps/chosen": -31.564071655273438,
313
- "logps/rejected": -32.80377960205078,
314
- "loss": 0.9725,
315
- "rewards/accuracies": 0.625,
316
- "rewards/chosen": 0.021104933694005013,
317
- "rewards/margins": 0.027528975158929825,
318
- "rewards/rejected": -0.006424039602279663,
319
  "step": 200
320
  },
321
  {
322
  "epoch": 0.52,
323
- "eval_logits/chosen": -2.24338698387146,
324
- "eval_logits/rejected": -2.2385094165802,
325
- "eval_logps/chosen": -34.032955169677734,
326
- "eval_logps/rejected": -37.49824142456055,
327
- "eval_loss": 1.0085184574127197,
328
- "eval_rewards/accuracies": 0.4991694688796997,
329
- "eval_rewards/chosen": 0.0007996229687705636,
330
- "eval_rewards/margins": -0.008389986120164394,
331
- "eval_rewards/rejected": 0.009189609438180923,
332
- "eval_runtime": 145.9067,
333
- "eval_samples_per_second": 2.351,
334
  "eval_steps_per_second": 0.295,
335
  "step": 200
336
  },
337
  {
338
  "epoch": 0.55,
339
  "learning_rate": 2.5453962426402e-07,
340
- "logits/chosen": -2.0320358276367188,
341
- "logits/rejected": -2.042719602584839,
342
- "logps/chosen": -31.940053939819336,
343
- "logps/rejected": -33.88956069946289,
344
- "loss": 0.9709,
345
- "rewards/accuracies": 0.5375000238418579,
346
- "rewards/chosen": 0.015625199303030968,
347
- "rewards/margins": 0.029055744409561157,
348
- "rewards/rejected": -0.01343054324388504,
349
  "step": 210
350
  },
351
  {
352
  "epoch": 0.57,
353
  "learning_rate": 2.318564697655179e-07,
354
- "logits/chosen": -1.9255237579345703,
355
- "logits/rejected": -1.9403839111328125,
356
- "logps/chosen": -30.091089248657227,
357
- "logps/rejected": -31.54927635192871,
358
- "loss": 0.9942,
359
- "rewards/accuracies": 0.5,
360
- "rewards/chosen": 0.010226013138890266,
361
- "rewards/margins": 0.005776937119662762,
362
- "rewards/rejected": 0.004449075553566217,
363
  "step": 220
364
  },
365
  {
366
  "epoch": 0.6,
367
  "learning_rate": 2.093227910899832e-07,
368
- "logits/chosen": -1.9833370447158813,
369
- "logits/rejected": -1.9873158931732178,
370
- "logps/chosen": -33.393131256103516,
371
- "logps/rejected": -31.559478759765625,
372
- "loss": 0.9827,
373
- "rewards/accuracies": 0.512499988079071,
374
- "rewards/chosen": 0.012168514542281628,
375
- "rewards/margins": 0.017256852239370346,
376
- "rewards/rejected": -0.005088338162750006,
377
  "step": 230
378
  },
379
  {
380
  "epoch": 0.62,
381
  "learning_rate": 1.8712423238279356e-07,
382
- "logits/chosen": -1.9829031229019165,
383
- "logits/rejected": -1.9609248638153076,
384
- "logps/chosen": -34.161617279052734,
385
- "logps/rejected": -34.973785400390625,
386
- "loss": 0.9924,
387
- "rewards/accuracies": 0.5,
388
- "rewards/chosen": -0.003932595252990723,
389
- "rewards/margins": 0.007563352584838867,
390
- "rewards/rejected": -0.01149594783782959,
391
  "step": 240
392
  },
393
  {
394
  "epoch": 0.65,
395
  "learning_rate": 1.654436768970182e-07,
396
- "logits/chosen": -2.0244410037994385,
397
- "logits/rejected": -2.0211281776428223,
398
- "logps/chosen": -32.90896987915039,
399
- "logps/rejected": -36.21443557739258,
400
- "loss": 0.9972,
401
  "rewards/accuracies": 0.4749999940395355,
402
- "rewards/chosen": 0.008049068041145802,
403
- "rewards/margins": 0.0028051852714270353,
404
- "rewards/rejected": 0.0052438825368881226,
405
  "step": 250
406
  },
407
  {
408
  "epoch": 0.68,
409
  "learning_rate": 1.444597403062196e-07,
410
- "logits/chosen": -1.8918297290802002,
411
- "logits/rejected": -1.8893934488296509,
412
- "logps/chosen": -34.178001403808594,
413
- "logps/rejected": -35.52972412109375,
414
- "loss": 0.9823,
415
- "rewards/accuracies": 0.5874999761581421,
416
- "rewards/chosen": 0.00519949197769165,
417
- "rewards/margins": 0.017749812453985214,
418
- "rewards/rejected": -0.012550321407616138,
419
  "step": 260
420
  },
421
  {
422
  "epoch": 0.7,
423
  "learning_rate": 1.2434529917578887e-07,
424
- "logits/chosen": -1.875998854637146,
425
- "logits/rejected": -1.873445749282837,
426
- "logps/chosen": -34.39997100830078,
427
- "logps/rejected": -31.749908447265625,
428
- "loss": 1.0119,
429
- "rewards/accuracies": 0.4625000059604645,
430
- "rewards/chosen": -0.0011831462616100907,
431
- "rewards/margins": -0.011894017457962036,
432
- "rewards/rejected": 0.01071087084710598,
433
  "step": 270
434
  },
435
  {
436
  "epoch": 0.73,
437
  "learning_rate": 1.0526606671603521e-07,
438
- "logits/chosen": -1.9797567129135132,
439
- "logits/rejected": -1.9691368341445923,
440
- "logps/chosen": -35.324066162109375,
441
- "logps/rejected": -31.857070922851562,
442
- "loss": 0.9757,
443
- "rewards/accuracies": 0.5249999761581421,
444
- "rewards/chosen": 0.016287770122289658,
445
- "rewards/margins": 0.024326175451278687,
446
- "rewards/rejected": -0.008038404397666454,
447
  "step": 280
448
  },
449
  {
450
  "epoch": 0.75,
451
  "learning_rate": 8.737922755071453e-08,
452
- "logits/chosen": -2.0752615928649902,
453
- "logits/rejected": -2.06022310256958,
454
- "logps/chosen": -30.904525756835938,
455
- "logps/rejected": -32.66613006591797,
456
- "loss": 0.9831,
457
- "rewards/accuracies": 0.5249999761581421,
458
- "rewards/chosen": 0.00980077963322401,
459
- "rewards/margins": 0.016948198899626732,
460
- "rewards/rejected": -0.007147419266402721,
461
  "step": 290
462
  },
463
  {
464
  "epoch": 0.78,
465
  "learning_rate": 7.08321427484816e-08,
466
- "logits/chosen": -1.946509599685669,
467
- "logits/rejected": -1.9439618587493896,
468
- "logps/chosen": -32.89145278930664,
469
- "logps/rejected": -30.81719398498535,
470
- "loss": 0.982,
471
- "rewards/accuracies": 0.5375000238418579,
472
- "rewards/chosen": 0.017829114571213722,
473
- "rewards/margins": 0.018021035939455032,
474
- "rewards/rejected": -0.00019192098989151418,
475
  "step": 300
476
  },
477
  {
478
  "epoch": 0.78,
479
- "eval_logits/chosen": -2.2438137531280518,
480
- "eval_logits/rejected": -2.2389373779296875,
481
- "eval_logps/chosen": -34.02228546142578,
482
- "eval_logps/rejected": -37.50155258178711,
483
- "eval_loss": 1.0014283657073975,
484
- "eval_rewards/accuracies": 0.5103820562362671,
485
- "eval_rewards/chosen": 0.006133119110018015,
486
- "eval_rewards/margins": -0.001401092391461134,
487
- "eval_rewards/rejected": 0.007534211501479149,
488
- "eval_runtime": 145.9391,
489
- "eval_samples_per_second": 2.35,
490
  "eval_steps_per_second": 0.295,
491
  "step": 300
492
  },
493
  {
494
  "epoch": 0.81,
495
  "learning_rate": 5.576113578589034e-08,
496
- "logits/chosen": -1.9287340641021729,
497
- "logits/rejected": -1.9254703521728516,
498
- "logps/chosen": -31.576568603515625,
499
- "logps/rejected": -33.73060607910156,
500
- "loss": 0.9924,
501
- "rewards/accuracies": 0.5249999761581421,
502
- "rewards/chosen": 0.013391390442848206,
503
- "rewards/margins": 0.00761887151747942,
504
- "rewards/rejected": 0.005772518925368786,
505
  "step": 310
506
  },
507
  {
508
  "epoch": 0.83,
509
  "learning_rate": 4.229036944380912e-08,
510
- "logits/chosen": -1.980047583580017,
511
- "logits/rejected": -1.9677263498306274,
512
- "logps/chosen": -34.565635681152344,
513
- "logps/rejected": -33.560508728027344,
514
- "loss": 0.9739,
515
- "rewards/accuracies": 0.5249999761581421,
516
- "rewards/chosen": 0.015218675136566162,
517
- "rewards/margins": 0.02605234459042549,
518
- "rewards/rejected": -0.010833668522536755,
519
  "step": 320
520
  },
521
  {
522
  "epoch": 0.86,
523
  "learning_rate": 3.053082288996112e-08,
524
- "logits/chosen": -2.0154004096984863,
525
- "logits/rejected": -2.013948917388916,
526
- "logps/chosen": -33.46211624145508,
527
- "logps/rejected": -32.472103118896484,
528
- "loss": 0.9919,
529
- "rewards/accuracies": 0.5249999761581421,
530
- "rewards/chosen": 0.011838942766189575,
531
- "rewards/margins": 0.008100616745650768,
532
- "rewards/rejected": 0.0037383257877081633,
533
  "step": 330
534
  },
535
  {
536
  "epoch": 0.88,
537
  "learning_rate": 2.05793773749158e-08,
538
- "logits/chosen": -2.1025614738464355,
539
- "logits/rejected": -2.086764097213745,
540
- "logps/chosen": -34.168495178222656,
541
- "logps/rejected": -33.07737731933594,
542
- "loss": 1.0149,
543
- "rewards/accuracies": 0.42500001192092896,
544
- "rewards/chosen": 0.005447447299957275,
545
- "rewards/margins": -0.014881876297295094,
546
- "rewards/rejected": 0.020329322665929794,
547
  "step": 340
548
  },
549
  {
550
  "epoch": 0.91,
551
  "learning_rate": 1.251801807404168e-08,
552
- "logits/chosen": -1.9740177392959595,
553
- "logits/rejected": -1.9730663299560547,
554
- "logps/chosen": -33.242271423339844,
555
- "logps/rejected": -32.460182189941406,
556
- "loss": 0.9826,
557
- "rewards/accuracies": 0.550000011920929,
558
- "rewards/chosen": 0.019913053140044212,
559
- "rewards/margins": 0.017432674765586853,
560
- "rewards/rejected": 0.0024803788401186466,
561
  "step": 350
562
  },
563
  {
564
  "epoch": 0.94,
565
  "learning_rate": 6.41315865106129e-09,
566
- "logits/chosen": -1.9304364919662476,
567
- "logits/rejected": -1.9407978057861328,
568
- "logps/chosen": -32.19029998779297,
569
- "logps/rejected": -35.303955078125,
570
- "loss": 0.9852,
571
- "rewards/accuracies": 0.5874999761581421,
572
- "rewards/chosen": 0.007193857338279486,
573
- "rewards/margins": 0.014792281202971935,
574
- "rewards/rejected": -0.00759842386469245,
575
  "step": 360
576
  },
577
  {
578
  "epoch": 0.96,
579
  "learning_rate": 2.3150941078050324e-09,
580
- "logits/chosen": -2.069343090057373,
581
- "logits/rejected": -2.062788724899292,
582
- "logps/chosen": -33.646358489990234,
583
- "logps/rejected": -29.213809967041016,
584
- "loss": 1.0035,
585
- "rewards/accuracies": 0.4625000059604645,
586
- "rewards/chosen": 0.0028047324158251286,
587
- "rewards/margins": -0.0035038769710808992,
588
- "rewards/rejected": 0.006308609154075384,
589
  "step": 370
590
  },
591
  {
592
  "epoch": 0.99,
593
  "learning_rate": 2.575864278703266e-10,
594
- "logits/chosen": -1.9290740489959717,
595
- "logits/rejected": -1.9312365055084229,
596
- "logps/chosen": -34.245155334472656,
597
- "logps/rejected": -30.889087677001953,
598
- "loss": 0.9948,
599
- "rewards/accuracies": 0.574999988079071,
600
- "rewards/chosen": -0.003053072141483426,
601
- "rewards/margins": 0.005176535341888666,
602
- "rewards/rejected": -0.008229607716202736,
603
  "step": 380
604
  },
605
  {
606
  "epoch": 1.0,
607
  "step": 385,
608
  "total_flos": 0.0,
609
- "train_loss": 0.9930156608680626,
610
- "train_runtime": 3255.7181,
611
  "train_samples_per_second": 0.946,
612
  "train_steps_per_second": 0.118
613
  }
 
25
  {
26
  "epoch": 0.03,
27
  "learning_rate": 1.2820512820512818e-07,
28
+ "logits/chosen": -1.866068720817566,
29
+ "logits/rejected": -1.8703863620758057,
30
+ "logps/chosen": -36.99105453491211,
31
+ "logps/rejected": -33.65992736816406,
32
+ "loss": 0.9728,
33
  "rewards/accuracies": 0.5138888955116272,
34
+ "rewards/chosen": 0.009325359016656876,
35
+ "rewards/margins": 0.027240369468927383,
36
+ "rewards/rejected": -0.017915012314915657,
37
  "step": 10
38
  },
39
  {
40
  "epoch": 0.05,
41
  "learning_rate": 2.5641025641025636e-07,
42
+ "logits/chosen": -1.9970887899398804,
43
+ "logits/rejected": -1.9997413158416748,
44
+ "logps/chosen": -29.63595199584961,
45
+ "logps/rejected": -29.070571899414062,
46
+ "loss": 0.992,
47
+ "rewards/accuracies": 0.5,
48
+ "rewards/chosen": 0.003744622226804495,
49
+ "rewards/margins": 0.008021654561161995,
50
+ "rewards/rejected": -0.004277031868696213,
51
  "step": 20
52
  },
53
  {
54
  "epoch": 0.08,
55
  "learning_rate": 3.8461538461538463e-07,
56
+ "logits/chosen": -1.9195963144302368,
57
+ "logits/rejected": -1.9168994426727295,
58
+ "logps/chosen": -31.414175033569336,
59
+ "logps/rejected": -33.25041961669922,
60
+ "loss": 0.9797,
61
+ "rewards/accuracies": 0.5625,
62
+ "rewards/chosen": 0.0011531396303325891,
63
+ "rewards/margins": 0.02032935619354248,
64
+ "rewards/rejected": -0.019176214933395386,
65
  "step": 30
66
  },
67
  {
68
  "epoch": 0.1,
69
  "learning_rate": 4.999896948438433e-07,
70
+ "logits/chosen": -2.01688814163208,
71
+ "logits/rejected": -2.0081212520599365,
72
+ "logps/chosen": -32.583614349365234,
73
+ "logps/rejected": -32.48966979980469,
74
+ "loss": 1.0179,
75
  "rewards/accuracies": 0.4375,
76
+ "rewards/chosen": -0.004085154738277197,
77
+ "rewards/margins": -0.017886672168970108,
78
+ "rewards/rejected": 0.013801517896354198,
79
  "step": 40
80
  },
81
  {
82
  "epoch": 0.13,
83
  "learning_rate": 4.987541037542186e-07,
84
+ "logits/chosen": -1.8644500970840454,
85
+ "logits/rejected": -1.853655219078064,
86
+ "logps/chosen": -33.54804229736328,
87
+ "logps/rejected": -35.43767166137695,
88
+ "loss": 1.0031,
89
+ "rewards/accuracies": 0.4375,
90
+ "rewards/chosen": 0.005664288066327572,
91
+ "rewards/margins": -0.0031387731432914734,
92
+ "rewards/rejected": 0.00880306214094162,
93
  "step": 50
94
  },
95
  {
96
  "epoch": 0.16,
97
  "learning_rate": 4.954691471941118e-07,
98
+ "logits/chosen": -1.9449504613876343,
99
+ "logits/rejected": -1.946890115737915,
100
+ "logps/chosen": -32.58049774169922,
101
+ "logps/rejected": -33.199378967285156,
102
+ "loss": 0.9714,
103
+ "rewards/accuracies": 0.612500011920929,
104
+ "rewards/chosen": 0.011811850592494011,
105
+ "rewards/margins": 0.02860717847943306,
106
+ "rewards/rejected": -0.016795331612229347,
107
  "step": 60
108
  },
109
  {
110
  "epoch": 0.18,
111
  "learning_rate": 4.901618883413548e-07,
112
+ "logits/chosen": -2.0795464515686035,
113
+ "logits/rejected": -2.0845184326171875,
114
+ "logps/chosen": -33.98798370361328,
115
+ "logps/rejected": -36.569732666015625,
116
+ "loss": 0.9992,
117
+ "rewards/accuracies": 0.48750001192092896,
118
+ "rewards/chosen": 0.0003018675488419831,
119
+ "rewards/margins": 0.0008206713828258216,
120
+ "rewards/rejected": -0.0005188033101148903,
121
  "step": 70
122
  },
123
  {
124
  "epoch": 0.21,
125
  "learning_rate": 4.828760511501322e-07,
126
+ "logits/chosen": -1.9425585269927979,
127
+ "logits/rejected": -1.945704698562622,
128
+ "logps/chosen": -34.408721923828125,
129
+ "logps/rejected": -34.581504821777344,
130
+ "loss": 0.9951,
131
+ "rewards/accuracies": 0.5375000238418579,
132
+ "rewards/chosen": 0.011452903971076012,
133
+ "rewards/margins": 0.0049109989777207375,
134
+ "rewards/rejected": 0.006541903130710125,
135
  "step": 80
136
  },
137
  {
138
  "epoch": 0.23,
139
  "learning_rate": 4.736716601303429e-07,
140
+ "logits/chosen": -1.9505088329315186,
141
+ "logits/rejected": -1.9550243616104126,
142
+ "logps/chosen": -32.451255798339844,
143
+ "logps/rejected": -32.366790771484375,
144
+ "loss": 0.9856,
145
+ "rewards/accuracies": 0.512499988079071,
146
+ "rewards/chosen": 0.009697502478957176,
147
+ "rewards/margins": 0.014425436034798622,
148
+ "rewards/rejected": -0.0047279344871640205,
149
  "step": 90
150
  },
151
  {
152
  "epoch": 0.26,
153
  "learning_rate": 4.62624545834521e-07,
154
+ "logits/chosen": -2.048947334289551,
155
+ "logits/rejected": -2.046935796737671,
156
+ "logps/chosen": -32.25363540649414,
157
+ "logps/rejected": -31.277917861938477,
158
+ "loss": 1.0007,
159
+ "rewards/accuracies": 0.44999998807907104,
160
+ "rewards/chosen": -0.007680465932935476,
161
+ "rewards/margins": -0.0006578800384886563,
162
+ "rewards/rejected": -0.007022587116807699,
163
  "step": 100
164
  },
165
  {
166
  "epoch": 0.26,
167
+ "eval_logits/chosen": -2.243957042694092,
168
+ "eval_logits/rejected": -2.2390689849853516,
169
+ "eval_logps/chosen": -34.019203186035156,
170
+ "eval_logps/rejected": -37.50347900390625,
171
+ "eval_loss": 0.998858630657196,
172
+ "eval_rewards/accuracies": 0.5402824282646179,
173
+ "eval_rewards/chosen": 0.009209612384438515,
174
+ "eval_rewards/margins": 0.0013267018366605043,
175
+ "eval_rewards/rejected": 0.00788290984928608,
176
+ "eval_runtime": 145.9923,
177
+ "eval_samples_per_second": 2.349,
178
+ "eval_steps_per_second": 0.295,
179
  "step": 100
180
  },
181
  {
182
  "epoch": 0.29,
183
  "learning_rate": 4.4982572012636904e-07,
184
+ "logits/chosen": -2.005302667617798,
185
+ "logits/rejected": -2.002894878387451,
186
+ "logps/chosen": -33.23944854736328,
187
+ "logps/rejected": -34.005104064941406,
188
+ "loss": 1.0119,
189
+ "rewards/accuracies": 0.44999998807907104,
190
+ "rewards/chosen": 0.002622986678034067,
191
+ "rewards/margins": -0.01194014959037304,
192
+ "rewards/rejected": 0.014563137665390968,
193
  "step": 110
194
  },
195
  {
196
  "epoch": 0.31,
197
  "learning_rate": 4.353806263777677e-07,
198
+ "logits/chosen": -2.0167059898376465,
199
+ "logits/rejected": -2.0083398818969727,
200
+ "logps/chosen": -32.45713424682617,
201
+ "logps/rejected": -32.17597198486328,
202
+ "loss": 0.9987,
203
+ "rewards/accuracies": 0.44999998807907104,
204
+ "rewards/chosen": -0.0073361145332455635,
205
+ "rewards/margins": 0.0013455990701913834,
206
+ "rewards/rejected": -0.008681714534759521,
207
  "step": 120
208
  },
209
  {
210
  "epoch": 0.34,
211
  "learning_rate": 4.194082707715275e-07,
212
+ "logits/chosen": -2.0464558601379395,
213
+ "logits/rejected": -2.038412094116211,
214
+ "logps/chosen": -30.482311248779297,
215
+ "logps/rejected": -32.04933166503906,
216
+ "loss": 1.0062,
217
+ "rewards/accuracies": 0.48750001192092896,
218
+ "rewards/chosen": -0.003956255037337542,
219
+ "rewards/margins": -0.006162940990179777,
220
+ "rewards/rejected": 0.002206685720011592,
221
  "step": 130
222
  },
223
  {
224
  "epoch": 0.36,
225
  "learning_rate": 4.020402418666621e-07,
226
+ "logits/chosen": -1.9769861698150635,
227
+ "logits/rejected": -1.9872652292251587,
228
+ "logps/chosen": -31.415592193603516,
229
+ "logps/rejected": -32.5562858581543,
230
+ "loss": 0.9847,
231
+ "rewards/accuracies": 0.574999988079071,
232
+ "rewards/chosen": 0.0024404728319495916,
233
+ "rewards/margins": 0.015285758301615715,
234
+ "rewards/rejected": -0.01284528523683548,
235
  "step": 140
236
  },
237
  {
238
  "epoch": 0.39,
239
  "learning_rate": 3.8341962650351185e-07,
240
+ "logits/chosen": -1.890750527381897,
241
+ "logits/rejected": -1.8918195962905884,
242
+ "logps/chosen": -34.196632385253906,
243
+ "logps/rejected": -34.74388885498047,
244
+ "loss": 1.0104,
245
+ "rewards/accuracies": 0.4000000059604645,
246
+ "rewards/chosen": -0.002364098560065031,
247
+ "rewards/margins": -0.0103833619505167,
248
+ "rewards/rejected": 0.008019264787435532,
249
  "step": 150
250
  },
251
  {
252
  "epoch": 0.42,
253
  "learning_rate": 3.636998309800572e-07,
254
+ "logits/chosen": -1.9424158334732056,
255
+ "logits/rejected": -1.9389365911483765,
256
+ "logps/chosen": -36.13062286376953,
257
+ "logps/rejected": -32.720314025878906,
258
+ "loss": 0.9768,
259
+ "rewards/accuracies": 0.637499988079071,
260
+ "rewards/chosen": 0.02463117241859436,
261
+ "rewards/margins": 0.023165332153439522,
262
+ "rewards/rejected": 0.0014658428262919188,
263
  "step": 160
264
  },
265
  {
266
  "epoch": 0.44,
267
  "learning_rate": 3.430433172111807e-07,
268
+ "logits/chosen": -2.04191517829895,
269
+ "logits/rejected": -2.034518003463745,
270
+ "logps/chosen": -33.780067443847656,
271
+ "logps/rejected": -31.35748863220215,
272
+ "loss": 0.9859,
273
+ "rewards/accuracies": 0.5375000238418579,
274
+ "rewards/chosen": 0.010676576755940914,
275
+ "rewards/margins": 0.014060018584132195,
276
+ "rewards/rejected": -0.0033834422938525677,
277
  "step": 170
278
  },
279
  {
280
  "epoch": 0.47,
281
  "learning_rate": 3.216202642830543e-07,
282
+ "logits/chosen": -2.0474770069122314,
283
+ "logits/rejected": -2.0527572631835938,
284
+ "logps/chosen": -32.51685333251953,
285
+ "logps/rejected": -32.48542022705078,
286
+ "loss": 0.9831,
287
+ "rewards/accuracies": 0.5,
288
+ "rewards/chosen": 0.01676076650619507,
289
+ "rewards/margins": 0.016928378492593765,
290
+ "rewards/rejected": -0.00016761067672632635,
291
  "step": 180
292
  },
293
  {
294
  "epoch": 0.49,
295
  "learning_rate": 2.9960716642946403e-07,
296
+ "logits/chosen": -2.0486884117126465,
297
+ "logits/rejected": -2.045897960662842,
298
+ "logps/chosen": -31.490026473999023,
299
+ "logps/rejected": -31.336299896240234,
300
+ "loss": 0.9898,
301
+ "rewards/accuracies": 0.5,
302
+ "rewards/chosen": -0.0006444025784730911,
303
+ "rewards/margins": 0.010206506587564945,
304
+ "rewards/rejected": -0.010850909166038036,
305
  "step": 190
306
  },
307
  {
308
  "epoch": 0.52,
309
  "learning_rate": 2.771853789806683e-07,
310
+ "logits/chosen": -1.9185329675674438,
311
+ "logits/rejected": -1.9231984615325928,
312
+ "logps/chosen": -31.579875946044922,
313
+ "logps/rejected": -32.781455993652344,
314
+ "loss": 0.9898,
315
+ "rewards/accuracies": 0.574999988079071,
316
+ "rewards/chosen": 0.015846019610762596,
317
+ "rewards/margins": 0.010161412879824638,
318
+ "rewards/rejected": 0.005684606730937958,
319
  "step": 200
320
  },
321
  {
322
  "epoch": 0.52,
323
+ "eval_logits/chosen": -2.2439582347869873,
324
+ "eval_logits/rejected": -2.239088296890259,
325
+ "eval_logps/chosen": -34.01380920410156,
326
+ "eval_logps/rejected": -37.500911712646484,
327
+ "eval_loss": 0.9969704151153564,
328
+ "eval_rewards/accuracies": 0.5307309031486511,
329
+ "eval_rewards/chosen": 0.01244510430842638,
330
+ "eval_rewards/margins": 0.0030194728169590235,
331
+ "eval_rewards/rejected": 0.009425631724298,
332
+ "eval_runtime": 145.8589,
333
+ "eval_samples_per_second": 2.352,
334
  "eval_steps_per_second": 0.295,
335
  "step": 200
336
  },
337
  {
338
  "epoch": 0.55,
339
  "learning_rate": 2.5453962426402e-07,
340
+ "logits/chosen": -2.0318081378936768,
341
+ "logits/rejected": -2.0424768924713135,
342
+ "logps/chosen": -31.95905113220215,
343
+ "logps/rejected": -33.87731170654297,
344
+ "loss": 0.9839,
345
+ "rewards/accuracies": 0.574999988079071,
346
+ "rewards/chosen": 0.007351105101406574,
347
+ "rewards/margins": 0.01611880213022232,
348
+ "rewards/rejected": -0.008767696097493172,
349
  "step": 210
350
  },
351
  {
352
  "epoch": 0.57,
353
  "learning_rate": 2.318564697655179e-07,
354
+ "logits/chosen": -1.9253685474395752,
355
+ "logits/rejected": -1.940233826637268,
356
+ "logps/chosen": -30.08770179748535,
357
+ "logps/rejected": -31.577301025390625,
358
+ "loss": 0.9742,
359
+ "rewards/accuracies": 0.612500011920929,
360
+ "rewards/chosen": 0.014303619973361492,
361
+ "rewards/margins": 0.025777745991945267,
362
+ "rewards/rejected": -0.011474122293293476,
363
  "step": 220
364
  },
365
  {
366
  "epoch": 0.6,
367
  "learning_rate": 2.093227910899832e-07,
368
+ "logits/chosen": -1.9832963943481445,
369
+ "logits/rejected": -1.9872655868530273,
370
+ "logps/chosen": -33.39131546020508,
371
+ "logps/rejected": -31.548086166381836,
372
+ "loss": 0.985,
373
+ "rewards/accuracies": 0.574999988079071,
374
+ "rewards/chosen": 0.015694385394454002,
375
+ "rewards/margins": 0.014964587986469269,
376
+ "rewards/rejected": 0.0007297966512851417,
377
  "step": 230
378
  },
379
  {
380
  "epoch": 0.62,
381
  "learning_rate": 1.8712423238279356e-07,
382
+ "logits/chosen": -1.9828859567642212,
383
+ "logits/rejected": -1.9609191417694092,
384
+ "logps/chosen": -34.16459655761719,
385
+ "logps/rejected": -34.95134735107422,
386
+ "loss": 1.0062,
387
+ "rewards/accuracies": 0.4124999940395355,
388
+ "rewards/chosen": -0.0065087564289569855,
389
+ "rewards/margins": -0.006178082898259163,
390
+ "rewards/rejected": -0.0003306727739982307,
391
  "step": 240
392
  },
393
  {
394
  "epoch": 0.65,
395
  "learning_rate": 1.654436768970182e-07,
396
+ "logits/chosen": -2.0246593952178955,
397
+ "logits/rejected": -2.0213539600372314,
398
+ "logps/chosen": -32.9222412109375,
399
+ "logps/rejected": -36.228416442871094,
400
+ "loss": 0.9962,
401
  "rewards/accuracies": 0.4749999940395355,
402
+ "rewards/chosen": 0.0016961356159299612,
403
+ "rewards/margins": 0.0037924889475107193,
404
+ "rewards/rejected": -0.0020963551942259073,
405
  "step": 250
406
  },
407
  {
408
  "epoch": 0.68,
409
  "learning_rate": 1.444597403062196e-07,
410
+ "logits/chosen": -1.8918907642364502,
411
+ "logits/rejected": -1.8894577026367188,
412
+ "logps/chosen": -34.189327239990234,
413
+ "logps/rejected": -35.505496978759766,
414
+ "loss": 1.0,
415
+ "rewards/accuracies": 0.5,
416
+ "rewards/chosen": -0.0005569729837588966,
417
+ "rewards/margins": -2.999706157424953e-05,
418
+ "rewards/rejected": -0.0005269756657071412,
419
  "step": 260
420
  },
421
  {
422
  "epoch": 0.7,
423
  "learning_rate": 1.2434529917578887e-07,
424
+ "logits/chosen": -1.8758213520050049,
425
+ "logits/rejected": -1.8732786178588867,
426
+ "logps/chosen": -34.38149642944336,
427
+ "logps/rejected": -31.752059936523438,
428
+ "loss": 1.0019,
429
+ "rewards/accuracies": 0.550000011920929,
430
+ "rewards/chosen": 0.009660609066486359,
431
+ "rewards/margins": -0.0019017171580344439,
432
+ "rewards/rejected": 0.011562327854335308,
433
  "step": 270
434
  },
435
  {
436
  "epoch": 0.73,
437
  "learning_rate": 1.0526606671603521e-07,
438
+ "logits/chosen": -1.9798027276992798,
439
+ "logits/rejected": -1.9691746234893799,
440
+ "logps/chosen": -35.328853607177734,
441
+ "logps/rejected": -31.868383407592773,
442
+ "loss": 0.9669,
443
+ "rewards/accuracies": 0.5375000238418579,
444
+ "rewards/chosen": 0.016671547666192055,
445
+ "rewards/margins": 0.03310702368617058,
446
+ "rewards/rejected": -0.016435474157333374,
447
  "step": 280
448
  },
449
  {
450
  "epoch": 0.75,
451
  "learning_rate": 8.737922755071453e-08,
452
+ "logits/chosen": -2.075648546218872,
453
+ "logits/rejected": -2.0605978965759277,
454
+ "logps/chosen": -30.926809310913086,
455
+ "logps/rejected": -32.621070861816406,
456
+ "loss": 1.0201,
457
+ "rewards/accuracies": 0.4124999940395355,
458
+ "rewards/chosen": -0.0016108205309137702,
459
+ "rewards/margins": -0.020070534199476242,
460
+ "rewards/rejected": 0.018459713086485863,
461
  "step": 290
462
  },
463
  {
464
  "epoch": 0.78,
465
  "learning_rate": 7.08321427484816e-08,
466
+ "logits/chosen": -1.9466993808746338,
467
+ "logits/rejected": -1.9441711902618408,
468
+ "logps/chosen": -32.90770721435547,
469
+ "logps/rejected": -30.82305335998535,
470
+ "loss": 0.9846,
471
+ "rewards/accuracies": 0.5249999761581421,
472
+ "rewards/chosen": 0.011643724516034126,
473
+ "rewards/margins": 0.015391023829579353,
474
+ "rewards/rejected": -0.0037472969852387905,
475
  "step": 300
476
  },
477
  {
478
  "epoch": 0.78,
479
+ "eval_logits/chosen": -2.243670701980591,
480
+ "eval_logits/rejected": -2.2387943267822266,
481
+ "eval_logps/chosen": -34.02626419067383,
482
+ "eval_logps/rejected": -37.50523376464844,
483
+ "eval_loss": 1.001994013786316,
484
+ "eval_rewards/accuracies": 0.4634551703929901,
485
+ "eval_rewards/chosen": 0.0049731116741895676,
486
+ "eval_rewards/margins": -0.0018590801628306508,
487
+ "eval_rewards/rejected": 0.006832191254943609,
488
+ "eval_runtime": 145.8336,
489
+ "eval_samples_per_second": 2.352,
490
  "eval_steps_per_second": 0.295,
491
  "step": 300
492
  },
493
  {
494
  "epoch": 0.81,
495
  "learning_rate": 5.576113578589034e-08,
496
+ "logits/chosen": -1.9287983179092407,
497
+ "logits/rejected": -1.9255239963531494,
498
+ "logps/chosen": -31.573007583618164,
499
+ "logps/rejected": -33.742637634277344,
500
+ "loss": 0.9815,
501
+ "rewards/accuracies": 0.6000000238418579,
502
+ "rewards/chosen": 0.018206708133220673,
503
+ "rewards/margins": 0.018496429547667503,
504
+ "rewards/rejected": -0.0002897246740758419,
505
  "step": 310
506
  },
507
  {
508
  "epoch": 0.83,
509
  "learning_rate": 4.229036944380912e-08,
510
+ "logits/chosen": -1.9805524349212646,
511
+ "logits/rejected": -1.9682422876358032,
512
+ "logps/chosen": -34.57670211791992,
513
+ "logps/rejected": -33.561363220214844,
514
+ "loss": 0.9749,
515
+ "rewards/accuracies": 0.574999988079071,
516
+ "rewards/chosen": 0.011624744161963463,
517
+ "rewards/margins": 0.0251374039798975,
518
+ "rewards/rejected": -0.013512656092643738,
519
  "step": 320
520
  },
521
  {
522
  "epoch": 0.86,
523
  "learning_rate": 3.053082288996112e-08,
524
+ "logits/chosen": -2.016091823577881,
525
+ "logits/rejected": -2.0146238803863525,
526
+ "logps/chosen": -33.47222137451172,
527
+ "logps/rejected": -32.46577835083008,
528
+ "loss": 1.0001,
529
+ "rewards/accuracies": 0.4749999940395355,
530
+ "rewards/chosen": 0.008143280632793903,
531
+ "rewards/margins": -0.0001393534184899181,
532
+ "rewards/rejected": 0.008282631635665894,
533
  "step": 330
534
  },
535
  {
536
  "epoch": 0.88,
537
  "learning_rate": 2.05793773749158e-08,
538
+ "logits/chosen": -2.1032156944274902,
539
+ "logits/rejected": -2.0874197483062744,
540
+ "logps/chosen": -34.174861907958984,
541
+ "logps/rejected": -33.088890075683594,
542
+ "loss": 1.0148,
543
+ "rewards/accuracies": 0.5249999761581421,
544
+ "rewards/chosen": 0.002716648392379284,
545
+ "rewards/margins": -0.014771336689591408,
546
+ "rewards/rejected": 0.017487986013293266,
547
  "step": 340
548
  },
549
  {
550
  "epoch": 0.91,
551
  "learning_rate": 1.251801807404168e-08,
552
+ "logits/chosen": -1.9747329950332642,
553
+ "logits/rejected": -1.9737837314605713,
554
+ "logps/chosen": -33.25817108154297,
555
+ "logps/rejected": -32.459861755371094,
556
+ "loss": 0.9888,
557
+ "rewards/accuracies": 0.44999998807907104,
558
+ "rewards/chosen": 0.014356844127178192,
559
+ "rewards/margins": 0.01118617132306099,
560
+ "rewards/rejected": 0.003170671407133341,
561
  "step": 350
562
  },
563
  {
564
  "epoch": 0.94,
565
  "learning_rate": 6.41315865106129e-09,
566
+ "logits/chosen": -1.9303538799285889,
567
+ "logits/rejected": -1.94071364402771,
568
+ "logps/chosen": -32.20769500732422,
569
+ "logps/rejected": -35.273780822753906,
570
+ "loss": 1.0108,
571
+ "rewards/accuracies": 0.44999998807907104,
572
+ "rewards/chosen": -0.0018019669223576784,
573
+ "rewards/margins": -0.010786842554807663,
574
+ "rewards/rejected": 0.008984875865280628,
575
  "step": 360
576
  },
577
  {
578
  "epoch": 0.96,
579
  "learning_rate": 2.3150941078050324e-09,
580
+ "logits/chosen": -2.069509744644165,
581
+ "logits/rejected": -2.0629658699035645,
582
+ "logps/chosen": -33.647117614746094,
583
+ "logps/rejected": -29.217060089111328,
584
+ "loss": 1.0027,
585
+ "rewards/accuracies": 0.48750001192092896,
586
+ "rewards/chosen": 0.002911838237196207,
587
+ "rewards/margins": -0.0027081891894340515,
588
+ "rewards/rejected": 0.005620025563985109,
589
  "step": 370
590
  },
591
  {
592
  "epoch": 0.99,
593
  "learning_rate": 2.575864278703266e-10,
594
+ "logits/chosen": -1.929449439048767,
595
+ "logits/rejected": -1.9315989017486572,
596
+ "logps/chosen": -34.25099563598633,
597
+ "logps/rejected": -30.906116485595703,
598
+ "loss": 0.9871,
599
+ "rewards/accuracies": 0.5249999761581421,
600
+ "rewards/chosen": -0.007165629416704178,
601
+ "rewards/margins": 0.012927901931107044,
602
+ "rewards/rejected": -0.020093530416488647,
603
  "step": 380
604
  },
605
  {
606
  "epoch": 1.0,
607
  "step": 385,
608
  "total_flos": 0.0,
609
+ "train_loss": 0.9932638019710393,
610
+ "train_runtime": 3254.1177,
611
  "train_samples_per_second": 0.946,
612
  "train_steps_per_second": 0.118
613
  }