hugodk-sch commited on
Commit
791893f
1 Parent(s): 3abe2a3

Model save

Browse files
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: 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 +16,17 @@ 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: 0.3447
24
- - Rewards/chosen: 0.0141
25
- - Rewards/rejected: 0.0084
26
- - Rewards/accuracies: 0.5162
27
- - Rewards/margins: 0.0057
28
- - Logps/rejected: -37.5073
29
- - Logps/chosen: -34.0189
30
- - Logits/rejected: -2.2388
31
  - Logits/chosen: -2.2437
 
 
 
 
 
 
 
 
32
 
33
  ## Model description
34
 
@@ -63,9 +61,9 @@ The following hyperparameters were used during training:
63
 
64
  | Training Loss | Epoch | Step | Logits/chosen | Logits/rejected | Logps/chosen | Logps/rejected | Validation Loss | Rewards/accuracies | Rewards/chosen | Rewards/margins | Rewards/rejected |
65
  |:-------------:|:-----:|:----:|:-------------:|:---------------:|:------------:|:--------------:|:---------------:|:------------------:|:--------------:|:---------------:|:----------------:|
66
- | 0.333 | 0.26 | 100 | -2.2438 | -2.2389 | -34.0205 | -37.5035 | 0.3405 | 0.5104 | 0.0126 | 0.0008 | 0.0118 |
67
- | 0.3306 | 0.52 | 200 | -2.2435 | -2.2386 | -34.0285 | -37.5113 | 0.3466 | 0.5021 | 0.0054 | 0.0007 | 0.0048 |
68
- | 0.3327 | 0.78 | 300 | -2.2439 | -2.2390 | -34.0176 | -37.5142 | 0.3276 | 0.5365 | 0.0152 | 0.0131 | 0.0022 |
69
 
70
 
71
  ### Framework versions
 
1
  ---
2
  library_name: peft
3
  tags:
 
4
  - trl
5
  - dpo
6
+ - alignment-handbook
7
  - generated_from_trainer
8
  base_model: NbAiLab/nb-gpt-j-6B-v2
 
 
9
  model-index:
10
  - name: aftonposten-6b-align-scan
11
  results: []
 
16
 
17
  # aftonposten-6b-align-scan
18
 
19
+ 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.
20
  It achieves the following results on the evaluation set:
 
 
 
 
 
 
 
 
21
  - Logits/chosen: -2.2437
22
+ - Logits/rejected: -2.2388
23
+ - Logps/chosen: -34.0306
24
+ - Logps/rejected: -37.4994
25
+ - Loss: 1.0120
26
+ - Rewards/accuracies: 0.4726
27
+ - Rewards/chosen: 0.0035
28
+ - Rewards/margins: -0.0120
29
+ - Rewards/rejected: 0.0155
30
 
31
  ## Model description
32
 
 
61
 
62
  | Training Loss | Epoch | Step | Logits/chosen | Logits/rejected | Logps/chosen | Logps/rejected | Validation Loss | Rewards/accuracies | Rewards/chosen | Rewards/margins | Rewards/rejected |
63
  |:-------------:|:-----:|:----:|:-------------:|:---------------:|:------------:|:--------------:|:---------------:|:------------------:|:--------------:|:---------------:|:----------------:|
64
+ | 0.9823 | 0.26 | 100 | -2.2440 | -2.2391 | -34.0216 | -37.5058 | 0.9982 | 0.5104 | 0.0116 | 0.0019 | 0.0097 |
65
+ | 0.9696 | 0.52 | 200 | -2.2439 | -2.2390 | -34.0217 | -37.5024 | 1.0014 | 0.4693 | 0.0116 | -0.0012 | 0.0128 |
66
+ | 0.9581 | 0.78 | 300 | -2.2437 | -2.2388 | -34.0306 | -37.4994 | 1.0120 | 0.4726 | 0.0035 | -0.0120 | 0.0155 |
67
 
68
 
69
  ### Framework versions
adapter_config.json CHANGED
@@ -19,13 +19,13 @@
19
  "rank_pattern": {},
20
  "revision": null,
21
  "target_modules": [
 
22
  "o_proj",
 
23
  "gate_proj",
24
  "q_proj",
25
- "down_proj",
26
- "v_proj",
27
- "k_proj",
28
- "up_proj"
29
  ],
30
  "task_type": "CAUSAL_LM",
31
  "use_rslora": false
 
19
  "rank_pattern": {},
20
  "revision": null,
21
  "target_modules": [
22
+ "k_proj",
23
  "o_proj",
24
+ "v_proj",
25
  "gate_proj",
26
  "q_proj",
27
+ "up_proj",
28
+ "down_proj"
 
 
29
  ],
30
  "task_type": "CAUSAL_LM",
31
  "use_rslora": false
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:28810f10adaabc08f14ec259ce0b4eff31f65380fdc92f6051a2568fe462f659
3
  size 176183216
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a1e7f79a4fe0164d309e418b64bfbaabd64069413317820121adc83c26c731cb
3
  size 176183216
all_results.json CHANGED
@@ -1,21 +1,21 @@
1
  {
2
  "epoch": 1.0,
3
- "eval_logits/chosen": -2.2436861991882324,
4
- "eval_logits/rejected": -2.2388129234313965,
5
- "eval_logps/chosen": -34.01886749267578,
6
- "eval_logps/rejected": -37.50727081298828,
7
- "eval_loss": 0.34474730491638184,
8
- "eval_rewards/accuracies": 0.5161960124969482,
9
- "eval_rewards/chosen": 0.01411630492657423,
10
- "eval_rewards/margins": 0.005696756765246391,
11
- "eval_rewards/rejected": 0.008419547230005264,
12
- "eval_runtime": 146.1664,
13
  "eval_samples": 343,
14
- "eval_samples_per_second": 2.347,
15
- "eval_steps_per_second": 0.294,
16
- "train_loss": 0.0744757689438857,
17
- "train_runtime": 628.0651,
18
  "train_samples": 3079,
19
- "train_samples_per_second": 4.902,
20
- "train_steps_per_second": 0.613
21
  }
 
1
  {
2
  "epoch": 1.0,
3
+ "eval_logits/chosen": -2.2439348697662354,
4
+ "eval_logits/rejected": -2.2390594482421875,
5
+ "eval_logps/chosen": -34.016693115234375,
6
+ "eval_logps/rejected": -37.499900817871094,
7
+ "eval_loss": 0.9991074204444885,
8
+ "eval_rewards/accuracies": 0.5365448594093323,
9
+ "eval_rewards/chosen": 0.01607290655374527,
10
+ "eval_rewards/margins": 0.0010251295752823353,
11
+ "eval_rewards/rejected": 0.015047776512801647,
12
+ "eval_runtime": 145.7535,
13
  "eval_samples": 343,
14
+ "eval_samples_per_second": 2.353,
15
+ "eval_steps_per_second": 0.295,
16
+ "train_loss": 0.21873634759481853,
17
+ "train_runtime": 627.4596,
18
  "train_samples": 3079,
19
+ "train_samples_per_second": 4.907,
20
+ "train_steps_per_second": 0.614
21
  }
eval_results.json CHANGED
@@ -1,16 +1,16 @@
1
  {
2
  "epoch": 1.0,
3
- "eval_logits/chosen": -2.2436861991882324,
4
- "eval_logits/rejected": -2.2388129234313965,
5
- "eval_logps/chosen": -34.01886749267578,
6
- "eval_logps/rejected": -37.50727081298828,
7
- "eval_loss": 0.34474730491638184,
8
- "eval_rewards/accuracies": 0.5161960124969482,
9
- "eval_rewards/chosen": 0.01411630492657423,
10
- "eval_rewards/margins": 0.005696756765246391,
11
- "eval_rewards/rejected": 0.008419547230005264,
12
- "eval_runtime": 146.1664,
13
  "eval_samples": 343,
14
- "eval_samples_per_second": 2.347,
15
- "eval_steps_per_second": 0.294
16
  }
 
1
  {
2
  "epoch": 1.0,
3
+ "eval_logits/chosen": -2.2439348697662354,
4
+ "eval_logits/rejected": -2.2390594482421875,
5
+ "eval_logps/chosen": -34.016693115234375,
6
+ "eval_logps/rejected": -37.499900817871094,
7
+ "eval_loss": 0.9991074204444885,
8
+ "eval_rewards/accuracies": 0.5365448594093323,
9
+ "eval_rewards/chosen": 0.01607290655374527,
10
+ "eval_rewards/margins": 0.0010251295752823353,
11
+ "eval_rewards/rejected": 0.015047776512801647,
12
+ "eval_runtime": 145.7535,
13
  "eval_samples": 343,
14
+ "eval_samples_per_second": 2.353,
15
+ "eval_steps_per_second": 0.295
16
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 1.0,
3
- "train_loss": 0.0744757689438857,
4
- "train_runtime": 628.0651,
5
  "train_samples": 3079,
6
- "train_samples_per_second": 4.902,
7
- "train_steps_per_second": 0.613
8
  }
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 0.21873634759481853,
4
+ "train_runtime": 627.4596,
5
  "train_samples": 3079,
6
+ "train_samples_per_second": 4.907,
7
+ "train_steps_per_second": 0.614
8
  }
trainer_state.json CHANGED
@@ -15,7 +15,7 @@
15
  "logits/rejected": -1.7377450466156006,
16
  "logps/chosen": -29.553977966308594,
17
  "logps/rejected": -42.813133239746094,
18
- "loss": 0.3086,
19
  "rewards/accuracies": 0.0,
20
  "rewards/chosen": 0.0,
21
  "rewards/margins": 0.0,
@@ -25,311 +25,311 @@
25
  {
26
  "epoch": 0.03,
27
  "learning_rate": 1.2820512820512818e-07,
28
- "logits/chosen": -1.866453766822815,
29
- "logits/rejected": -1.8707627058029175,
30
- "logps/chosen": -36.98646545410156,
31
- "logps/rejected": -33.6445426940918,
32
- "loss": 0.3098,
33
- "rewards/accuracies": 0.4444444477558136,
34
- "rewards/chosen": 0.018122652545571327,
35
- "rewards/margins": 0.031144678592681885,
36
- "rewards/rejected": -0.013022023253142834,
37
  "step": 10
38
  },
39
  {
40
  "epoch": 0.05,
41
  "learning_rate": 2.5641025641025636e-07,
42
- "logits/chosen": -1.9970738887786865,
43
- "logits/rejected": -1.9997297525405884,
44
- "logps/chosen": -29.651851654052734,
45
- "logps/rejected": -29.048221588134766,
46
- "loss": 0.3674,
47
- "rewards/accuracies": 0.4375,
48
- "rewards/chosen": -0.008690872229635715,
49
- "rewards/margins": -0.02239001728594303,
50
- "rewards/rejected": 0.01369914598762989,
51
  "step": 20
52
  },
53
  {
54
  "epoch": 0.08,
55
  "learning_rate": 3.8461538461538463e-07,
56
- "logits/chosen": -1.919904351234436,
57
- "logits/rejected": -1.9172093868255615,
58
- "logps/chosen": -31.407363891601562,
59
- "logps/rejected": -33.22914505004883,
60
- "loss": 0.3289,
61
- "rewards/accuracies": 0.5874999761581421,
62
- "rewards/chosen": 0.007855755276978016,
63
- "rewards/margins": 0.017470674589276314,
64
- "rewards/rejected": -0.009614917449653149,
65
  "step": 30
66
  },
67
  {
68
  "epoch": 0.1,
69
  "learning_rate": 4.999896948438433e-07,
70
- "logits/chosen": -2.016488552093506,
71
- "logits/rejected": -2.0077414512634277,
72
- "logps/chosen": -32.588050842285156,
73
- "logps/rejected": -32.51618576049805,
74
- "loss": 0.3526,
75
- "rewards/accuracies": 0.4749999940395355,
76
- "rewards/chosen": -0.010120267979800701,
77
- "rewards/margins": -0.006958496756851673,
78
- "rewards/rejected": -0.0031617730855941772,
79
  "step": 40
80
  },
81
  {
82
  "epoch": 0.13,
83
  "learning_rate": 4.987541037542186e-07,
84
- "logits/chosen": -1.8645082712173462,
85
- "logits/rejected": -1.8537276983261108,
86
- "logps/chosen": -33.5635871887207,
87
- "logps/rejected": -35.42169952392578,
88
- "loss": 0.3858,
89
- "rewards/accuracies": 0.38749998807907104,
90
- "rewards/chosen": -0.005497059319168329,
91
- "rewards/margins": -0.03307711333036423,
92
- "rewards/rejected": 0.027580058202147484,
93
  "step": 50
94
  },
95
  {
96
  "epoch": 0.16,
97
  "learning_rate": 4.954691471941118e-07,
98
- "logits/chosen": -1.9458835124969482,
99
- "logits/rejected": -1.9478065967559814,
100
- "logps/chosen": -32.57460021972656,
101
- "logps/rejected": -33.195518493652344,
102
- "loss": 0.3015,
103
- "rewards/accuracies": 0.574999988079071,
104
- "rewards/chosen": 0.02302517369389534,
105
- "rewards/margins": 0.04474987834692001,
106
- "rewards/rejected": -0.021724706515669823,
107
  "step": 60
108
  },
109
  {
110
  "epoch": 0.18,
111
  "learning_rate": 4.901618883413548e-07,
112
- "logits/chosen": -2.0793328285217285,
113
- "logits/rejected": -2.084324836730957,
114
- "logps/chosen": -33.99799728393555,
115
- "logps/rejected": -36.57799530029297,
116
- "loss": 0.3658,
117
- "rewards/accuracies": 0.48750001192092896,
118
- "rewards/chosen": -0.00855917576700449,
119
- "rewards/margins": -0.00035296304849907756,
120
- "rewards/rejected": -0.008206211030483246,
121
  "step": 70
122
  },
123
  {
124
  "epoch": 0.21,
125
  "learning_rate": 4.828760511501322e-07,
126
- "logits/chosen": -1.9421542882919312,
127
- "logits/rejected": -1.9453080892562866,
128
- "logps/chosen": -34.38970184326172,
129
- "logps/rejected": -34.58138656616211,
130
- "loss": 0.3181,
131
- "rewards/accuracies": 0.5874999761581421,
132
- "rewards/chosen": 0.034300822764635086,
133
- "rewards/margins": 0.024381538853049278,
134
- "rewards/rejected": 0.009919276461005211,
135
  "step": 80
136
  },
137
  {
138
  "epoch": 0.23,
139
  "learning_rate": 4.736716601303429e-07,
140
- "logits/chosen": -1.9507806301116943,
141
- "logits/rejected": -1.955293893814087,
142
- "logps/chosen": -32.461936950683594,
143
- "logps/rejected": -32.3816032409668,
144
- "loss": 0.3094,
145
- "rewards/accuracies": 0.574999988079071,
146
- "rewards/chosen": 0.004934861324727535,
147
- "rewards/margins": 0.02535998821258545,
148
- "rewards/rejected": -0.02042512409389019,
149
  "step": 90
150
  },
151
  {
152
  "epoch": 0.26,
153
  "learning_rate": 4.62624545834521e-07,
154
- "logits/chosen": -2.0485286712646484,
155
- "logits/rejected": -2.046539783477783,
156
- "logps/chosen": -32.23391342163086,
157
- "logps/rejected": -31.265544891357422,
158
- "loss": 0.333,
159
  "rewards/accuracies": 0.512499988079071,
160
- "rewards/chosen": 0.006228716112673283,
161
- "rewards/margins": 0.005629505030810833,
162
- "rewards/rejected": 0.0005992107326164842,
163
  "step": 100
164
  },
165
  {
166
  "epoch": 0.26,
167
- "eval_logits/chosen": -2.243820905685425,
168
- "eval_logits/rejected": -2.238938570022583,
169
- "eval_logps/chosen": -34.02050018310547,
170
- "eval_logps/rejected": -37.50347137451172,
171
- "eval_loss": 0.3404548168182373,
172
  "eval_rewards/accuracies": 0.5103820562362671,
173
- "eval_rewards/chosen": 0.012649022974073887,
174
- "eval_rewards/margins": 0.0008147989865392447,
175
- "eval_rewards/rejected": 0.011834223754703999,
176
- "eval_runtime": 146.2563,
177
- "eval_samples_per_second": 2.345,
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": -2.0055313110351562,
185
- "logits/rejected": -2.00311541557312,
186
- "logps/chosen": -33.23518753051758,
187
- "logps/rejected": -34.03091812133789,
188
- "loss": 0.3233,
189
- "rewards/accuracies": 0.48750001192092896,
190
- "rewards/chosen": 0.007764431647956371,
191
- "rewards/margins": 0.009159245528280735,
192
- "rewards/rejected": -0.0013948131818324327,
193
  "step": 110
194
  },
195
  {
196
  "epoch": 0.31,
197
  "learning_rate": 4.353806263777677e-07,
198
- "logits/chosen": -2.016556978225708,
199
- "logits/rejected": -2.0081825256347656,
200
- "logps/chosen": -32.435211181640625,
201
- "logps/rejected": -32.18501281738281,
202
- "loss": 0.3121,
203
- "rewards/accuracies": 0.5625,
204
- "rewards/chosen": 0.00872363243252039,
205
- "rewards/margins": 0.029877260327339172,
206
- "rewards/rejected": -0.02115362510085106,
207
  "step": 120
208
  },
209
  {
210
  "epoch": 0.34,
211
  "learning_rate": 4.194082707715275e-07,
212
- "logits/chosen": -2.0461266040802,
213
- "logits/rejected": -2.03806734085083,
214
- "logps/chosen": -30.502710342407227,
215
- "logps/rejected": -32.0546760559082,
216
- "loss": 0.3674,
217
- "rewards/accuracies": 0.4625000059604645,
218
- "rewards/chosen": -0.02429451420903206,
219
- "rewards/margins": -0.02279272861778736,
220
- "rewards/rejected": -0.0015017850091680884,
221
  "step": 130
222
  },
223
  {
224
  "epoch": 0.36,
225
  "learning_rate": 4.020402418666621e-07,
226
- "logits/chosen": -1.9767634868621826,
227
- "logits/rejected": -1.9870494604110718,
228
- "logps/chosen": -31.402328491210938,
229
- "logps/rejected": -32.55817794799805,
230
- "loss": 0.3125,
231
- "rewards/accuracies": 0.550000011920929,
232
- "rewards/chosen": 0.015601096674799919,
233
- "rewards/margins": 0.03657008707523346,
234
- "rewards/rejected": -0.02096899226307869,
235
  "step": 140
236
  },
237
  {
238
  "epoch": 0.39,
239
  "learning_rate": 3.8341962650351185e-07,
240
- "logits/chosen": -1.8908436298370361,
241
- "logits/rejected": -1.8919413089752197,
242
- "logps/chosen": -34.207401275634766,
243
- "logps/rejected": -34.783695220947266,
244
- "loss": 0.3373,
245
- "rewards/accuracies": 0.5375000238418579,
246
- "rewards/chosen": -0.013235817663371563,
247
- "rewards/margins": 0.01055879332125187,
248
- "rewards/rejected": -0.023794615641236305,
249
  "step": 150
250
  },
251
  {
252
  "epoch": 0.42,
253
  "learning_rate": 3.636998309800572e-07,
254
- "logits/chosen": -1.942582368850708,
255
- "logits/rejected": -1.9391053915023804,
256
- "logps/chosen": -36.15548324584961,
257
- "logps/rejected": -32.729759216308594,
258
- "loss": 0.3207,
259
- "rewards/accuracies": 0.5,
260
- "rewards/chosen": 0.014574882574379444,
261
- "rewards/margins": 0.020880455151200294,
262
- "rewards/rejected": -0.006305573042482138,
263
  "step": 160
264
  },
265
  {
266
  "epoch": 0.44,
267
  "learning_rate": 3.430433172111807e-07,
268
- "logits/chosen": -2.042206287384033,
269
- "logits/rejected": -2.034825086593628,
270
- "logps/chosen": -33.77631378173828,
271
- "logps/rejected": -31.35869789123535,
272
- "loss": 0.3201,
273
- "rewards/accuracies": 0.5625,
274
- "rewards/chosen": 0.019394155591726303,
275
- "rewards/margins": 0.025556519627571106,
276
- "rewards/rejected": -0.00616236450150609,
277
  "step": 170
278
  },
279
  {
280
  "epoch": 0.47,
281
  "learning_rate": 3.216202642830543e-07,
282
- "logits/chosen": -2.0474154949188232,
283
- "logits/rejected": -2.0526936054229736,
284
- "logps/chosen": -32.521339416503906,
285
- "logps/rejected": -32.497581481933594,
286
- "loss": 0.2999,
287
- "rewards/accuracies": 0.612500011920929,
288
- "rewards/chosen": 0.021103620529174805,
289
- "rewards/margins": 0.032301973551511765,
290
- "rewards/rejected": -0.01119835115969181,
291
  "step": 180
292
  },
293
  {
294
  "epoch": 0.49,
295
  "learning_rate": 2.9960716642946403e-07,
296
- "logits/chosen": -2.0485098361968994,
297
- "logits/rejected": -2.0457375049591064,
298
- "logps/chosen": -31.49017906188965,
299
- "logps/rejected": -31.345867156982422,
300
- "loss": 0.3315,
301
- "rewards/accuracies": 0.5625,
302
- "rewards/chosen": -0.001104071387089789,
303
- "rewards/margins": 0.023781923577189445,
304
- "rewards/rejected": -0.02488599717617035,
305
  "step": 190
306
  },
307
  {
308
  "epoch": 0.52,
309
  "learning_rate": 2.771853789806683e-07,
310
- "logits/chosen": -1.9183101654052734,
311
- "logits/rejected": -1.9229921102523804,
312
- "logps/chosen": -31.60622215270996,
313
- "logps/rejected": -32.805049896240234,
314
- "loss": 0.3306,
315
- "rewards/accuracies": 0.5249999761581421,
316
- "rewards/chosen": 5.159676220500842e-05,
317
- "rewards/margins": 0.012757277116179466,
318
- "rewards/rejected": -0.012705676257610321,
319
  "step": 200
320
  },
321
  {
322
  "epoch": 0.52,
323
- "eval_logits/chosen": -2.2434937953948975,
324
- "eval_logits/rejected": -2.2386233806610107,
325
- "eval_logps/chosen": -34.02851867675781,
326
- "eval_logps/rejected": -37.51131057739258,
327
- "eval_loss": 0.3466452658176422,
328
- "eval_rewards/accuracies": 0.5020764470100403,
329
- "eval_rewards/chosen": 0.005428452976047993,
330
- "eval_rewards/margins": 0.0006523749325424433,
331
- "eval_rewards/rejected": 0.00477607874199748,
332
- "eval_runtime": 145.8217,
333
  "eval_samples_per_second": 2.352,
334
  "eval_steps_per_second": 0.295,
335
  "step": 200
@@ -337,279 +337,279 @@
337
  {
338
  "epoch": 0.55,
339
  "learning_rate": 2.5453962426402e-07,
340
- "logits/chosen": -2.032118558883667,
341
- "logits/rejected": -2.042782783508301,
342
- "logps/chosen": -31.939167022705078,
343
- "logps/rejected": -33.88642501831055,
344
- "loss": 0.2871,
345
- "rewards/accuracies": 0.6000000238418579,
346
- "rewards/chosen": 0.02892182394862175,
347
- "rewards/margins": 0.050276655703783035,
348
- "rewards/rejected": -0.021354828029870987,
349
  "step": 210
350
  },
351
  {
352
  "epoch": 0.57,
353
  "learning_rate": 2.318564697655179e-07,
354
- "logits/chosen": -1.925293207168579,
355
- "logits/rejected": -1.9401395320892334,
356
- "logps/chosen": -30.106586456298828,
357
- "logps/rejected": -31.56791114807129,
358
- "loss": 0.3327,
359
- "rewards/accuracies": 0.6000000238418579,
360
- "rewards/chosen": 0.0044566914439201355,
361
- "rewards/margins": 0.013218318112194538,
362
- "rewards/rejected": -0.008761629462242126,
363
  "step": 220
364
  },
365
  {
366
  "epoch": 0.6,
367
  "learning_rate": 2.093227910899832e-07,
368
- "logits/chosen": -1.9831531047821045,
369
- "logits/rejected": -1.9871160984039307,
370
- "logps/chosen": -33.386024475097656,
371
- "logps/rejected": -31.5727481842041,
372
- "loss": 0.2974,
373
- "rewards/accuracies": 0.550000011920929,
374
- "rewards/chosen": 0.028298119083046913,
375
- "rewards/margins": 0.04939670115709305,
376
- "rewards/rejected": -0.021098580211400986,
377
  "step": 230
378
  },
379
  {
380
  "epoch": 0.62,
381
  "learning_rate": 1.8712423238279356e-07,
382
- "logits/chosen": -1.9833450317382812,
383
- "logits/rejected": -1.9613698720932007,
384
- "logps/chosen": -34.1508903503418,
385
- "logps/rejected": -34.95817947387695,
386
- "loss": 0.3388,
387
- "rewards/accuracies": 0.5249999761581421,
388
- "rewards/chosen": 0.002569653559476137,
389
- "rewards/margins": 0.00921549927443266,
390
- "rewards/rejected": -0.006645847111940384,
391
  "step": 240
392
  },
393
  {
394
  "epoch": 0.65,
395
  "learning_rate": 1.654436768970182e-07,
396
- "logits/chosen": -2.0248680114746094,
397
- "logits/rejected": -2.021559238433838,
398
- "logps/chosen": -32.907005310058594,
399
- "logps/rejected": -36.22737121582031,
400
- "loss": 0.3221,
401
- "rewards/accuracies": 0.550000011920929,
402
- "rewards/chosen": 0.016254058107733727,
403
- "rewards/margins": 0.018458303064107895,
404
- "rewards/rejected": -0.002204245189204812,
405
  "step": 250
406
  },
407
  {
408
  "epoch": 0.68,
409
  "learning_rate": 1.444597403062196e-07,
410
- "logits/chosen": -1.8913663625717163,
411
- "logits/rejected": -1.8889217376708984,
412
- "logps/chosen": -34.18629455566406,
413
- "logps/rejected": -35.490962982177734,
414
- "loss": 0.3601,
415
- "rewards/accuracies": 0.5,
416
- "rewards/chosen": 0.0018952053505927324,
417
- "rewards/margins": -0.010397391393780708,
418
- "rewards/rejected": 0.012292595580220222,
419
  "step": 260
420
  },
421
  {
422
  "epoch": 0.7,
423
  "learning_rate": 1.2434529917578887e-07,
424
- "logits/chosen": -1.8756721019744873,
425
- "logits/rejected": -1.8731330633163452,
426
- "logps/chosen": -34.39625549316406,
427
- "logps/rejected": -31.76236343383789,
428
- "loss": 0.3492,
429
- "rewards/accuracies": 0.4625000059604645,
430
- "rewards/chosen": 0.001211274997331202,
431
- "rewards/margins": -0.006859898567199707,
432
- "rewards/rejected": 0.008071173913776875,
433
  "step": 270
434
  },
435
  {
436
  "epoch": 0.73,
437
  "learning_rate": 1.0526606671603521e-07,
438
- "logits/chosen": -1.9795773029327393,
439
- "logits/rejected": -1.9689537286758423,
440
- "logps/chosen": -35.320404052734375,
441
- "logps/rejected": -31.86062240600586,
442
- "loss": 0.298,
443
- "rewards/accuracies": 0.574999988079071,
444
- "rewards/chosen": 0.032611697912216187,
445
- "rewards/margins": 0.05027870461344719,
446
- "rewards/rejected": -0.017666997388005257,
447
  "step": 280
448
  },
449
  {
450
  "epoch": 0.75,
451
  "learning_rate": 8.737922755071453e-08,
452
- "logits/chosen": -2.075582981109619,
453
- "logits/rejected": -2.0605711936950684,
454
- "logps/chosen": -30.907567977905273,
455
- "logps/rejected": -32.65256881713867,
456
- "loss": 0.3186,
457
- "rewards/accuracies": 0.512499988079071,
458
- "rewards/chosen": 0.014904007315635681,
459
- "rewards/margins": 0.015564213506877422,
460
- "rewards/rejected": -0.0006602049106732011,
461
  "step": 290
462
  },
463
  {
464
  "epoch": 0.78,
465
  "learning_rate": 7.08321427484816e-08,
466
- "logits/chosen": -1.9468443393707275,
467
- "logits/rejected": -1.944310188293457,
468
- "logps/chosen": -32.90850067138672,
469
- "logps/rejected": -30.801532745361328,
470
- "loss": 0.3327,
471
- "rewards/accuracies": 0.4749999940395355,
472
- "rewards/chosen": 0.016746358945965767,
473
- "rewards/margins": 0.002998964861035347,
474
- "rewards/rejected": 0.01374739408493042,
475
  "step": 300
476
  },
477
  {
478
  "epoch": 0.78,
479
- "eval_logits/chosen": -2.243875741958618,
480
- "eval_logits/rejected": -2.238999366760254,
481
- "eval_logps/chosen": -34.01763916015625,
482
- "eval_logps/rejected": -37.51422882080078,
483
- "eval_loss": 0.32764142751693726,
484
- "eval_rewards/accuracies": 0.5365448594093323,
485
- "eval_rewards/chosen": 0.015219501219689846,
486
- "eval_rewards/margins": 0.01306714303791523,
487
- "eval_rewards/rejected": 0.0021523565519601107,
488
- "eval_runtime": 145.9076,
489
- "eval_samples_per_second": 2.351,
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": -1.9285104274749756,
497
- "logits/rejected": -1.925238847732544,
498
- "logps/chosen": -31.57692527770996,
499
- "logps/rejected": -33.744144439697266,
500
- "loss": 0.3143,
501
- "rewards/accuracies": 0.550000011920929,
502
- "rewards/chosen": 0.023783722892403603,
503
- "rewards/margins": 0.025577496737241745,
504
- "rewards/rejected": -0.0017937703523784876,
505
  "step": 310
506
  },
507
  {
508
  "epoch": 0.83,
509
  "learning_rate": 4.229036944380912e-08,
510
- "logits/chosen": -1.980386734008789,
511
- "logits/rejected": -1.9680719375610352,
512
- "logps/chosen": -34.57415771484375,
513
- "logps/rejected": -33.55961227416992,
514
- "loss": 0.31,
515
- "rewards/accuracies": 0.5375000238418579,
516
- "rewards/chosen": 0.01972355879843235,
517
- "rewards/margins": 0.03841744735836983,
518
- "rewards/rejected": -0.018693890422582626,
519
  "step": 320
520
  },
521
  {
522
  "epoch": 0.86,
523
  "learning_rate": 3.053082288996112e-08,
524
- "logits/chosen": -2.015927314758301,
525
- "logits/rejected": -2.014465570449829,
526
- "logps/chosen": -33.47549057006836,
527
- "logps/rejected": -32.47983169555664,
528
- "loss": 0.3454,
529
- "rewards/accuracies": 0.512499988079071,
530
- "rewards/chosen": 0.009270393289625645,
531
- "rewards/margins": 0.009491671808063984,
532
- "rewards/rejected": -0.0002212822437286377,
533
  "step": 330
534
  },
535
  {
536
  "epoch": 0.88,
537
  "learning_rate": 2.05793773749158e-08,
538
- "logits/chosen": -2.102839946746826,
539
- "logits/rejected": -2.0870471000671387,
540
- "logps/chosen": -34.18696212768555,
541
- "logps/rejected": -33.075828552246094,
542
- "loss": 0.4092,
543
- "rewards/accuracies": 0.4124999940395355,
544
- "rewards/chosen": -0.006814646068960428,
545
- "rewards/margins": -0.04479615017771721,
546
- "rewards/rejected": 0.03798150271177292,
547
  "step": 340
548
  },
549
  {
550
  "epoch": 0.91,
551
  "learning_rate": 1.251801807404168e-08,
552
- "logits/chosen": -1.9747005701065063,
553
- "logits/rejected": -1.9737575054168701,
554
- "logps/chosen": -33.231842041015625,
555
- "logps/rejected": -32.461700439453125,
556
- "loss": 0.3207,
557
- "rewards/accuracies": 0.5249999761581421,
558
- "rewards/chosen": 0.04523162543773651,
559
- "rewards/margins": 0.04212886095046997,
560
- "rewards/rejected": 0.003102770773693919,
561
  "step": 350
562
  },
563
  {
564
  "epoch": 0.94,
565
  "learning_rate": 6.41315865106129e-09,
566
- "logits/chosen": -1.9306046962738037,
567
- "logits/rejected": -1.9409637451171875,
568
- "logps/chosen": -32.217220306396484,
569
- "logps/rejected": -35.306907653808594,
570
- "loss": 0.3411,
571
- "rewards/accuracies": 0.4625000059604645,
572
- "rewards/chosen": -0.011275654658675194,
573
- "rewards/margins": 0.005062489304691553,
574
- "rewards/rejected": -0.01633814536035061,
575
  "step": 360
576
  },
577
  {
578
  "epoch": 0.96,
579
  "learning_rate": 2.3150941078050324e-09,
580
- "logits/chosen": -2.0694775581359863,
581
- "logits/rejected": -2.0629212856292725,
582
- "logps/chosen": -33.65714645385742,
583
- "logps/rejected": -29.221160888671875,
584
- "loss": 0.3549,
585
- "rewards/accuracies": 0.4749999940395355,
586
- "rewards/chosen": -0.004660401493310928,
587
- "rewards/margins": -0.009401795454323292,
588
- "rewards/rejected": 0.0047413939610123634,
589
  "step": 370
590
  },
591
  {
592
  "epoch": 0.99,
593
  "learning_rate": 2.575864278703266e-10,
594
- "logits/chosen": -1.9296157360076904,
595
- "logits/rejected": -1.931777000427246,
596
- "logps/chosen": -34.22825241088867,
597
- "logps/rejected": -30.912120819091797,
598
- "loss": 0.2952,
599
- "rewards/accuracies": 0.5375000238418579,
600
- "rewards/chosen": 0.009714365005493164,
601
- "rewards/margins": 0.04525749385356903,
602
- "rewards/rejected": -0.035543132573366165,
603
  "step": 380
604
  },
605
  {
606
  "epoch": 1.0,
607
  "step": 385,
608
  "total_flos": 0.0,
609
- "train_loss": 0.0744757689438857,
610
- "train_runtime": 628.0651,
611
- "train_samples_per_second": 4.902,
612
- "train_steps_per_second": 0.613
613
  }
614
  ],
615
  "logging_steps": 10,
 
15
  "logits/rejected": -1.7377450466156006,
16
  "logps/chosen": -29.553977966308594,
17
  "logps/rejected": -42.813133239746094,
18
+ "loss": 1.0,
19
  "rewards/accuracies": 0.0,
20
  "rewards/chosen": 0.0,
21
  "rewards/margins": 0.0,
 
25
  {
26
  "epoch": 0.03,
27
  "learning_rate": 1.2820512820512818e-07,
28
+ "logits/chosen": -1.8661272525787354,
29
+ "logits/rejected": -1.8704373836517334,
30
+ "logps/chosen": -36.993247985839844,
31
+ "logps/rejected": -33.67000961303711,
32
+ "loss": 0.952,
33
+ "rewards/accuracies": 0.5138888955116272,
34
+ "rewards/chosen": 0.012012440711259842,
35
+ "rewards/margins": 0.047955650836229324,
36
+ "rewards/rejected": -0.035943206399679184,
37
  "step": 10
38
  },
39
  {
40
  "epoch": 0.05,
41
  "learning_rate": 2.5641025641025636e-07,
42
+ "logits/chosen": -1.9975776672363281,
43
+ "logits/rejected": -2.000213146209717,
44
+ "logps/chosen": -29.647293090820312,
45
+ "logps/rejected": -29.056921005249023,
46
+ "loss": 1.0105,
47
+ "rewards/accuracies": 0.5,
48
+ "rewards/chosen": -0.00459072832018137,
49
+ "rewards/margins": -0.010462107136845589,
50
+ "rewards/rejected": 0.005871377885341644,
51
  "step": 20
52
  },
53
  {
54
  "epoch": 0.08,
55
  "learning_rate": 3.8461538461538463e-07,
56
+ "logits/chosen": -1.920013189315796,
57
+ "logits/rejected": -1.917337417602539,
58
+ "logps/chosen": -31.4055233001709,
59
+ "logps/rejected": -33.22685623168945,
60
+ "loss": 0.9829,
61
+ "rewards/accuracies": 0.5625,
62
+ "rewards/chosen": 0.009516814723610878,
63
+ "rewards/margins": 0.01707320474088192,
64
+ "rewards/rejected": -0.007556394673883915,
65
  "step": 30
66
  },
67
  {
68
  "epoch": 0.1,
69
  "learning_rate": 4.999896948438433e-07,
70
+ "logits/chosen": -2.0167124271392822,
71
+ "logits/rejected": -2.0079712867736816,
72
+ "logps/chosen": -32.590545654296875,
73
+ "logps/rejected": -32.499671936035156,
74
+ "loss": 1.0241,
75
+ "rewards/accuracies": 0.4375,
76
+ "rewards/chosen": -0.01236567273736,
77
+ "rewards/margins": -0.024063030257821083,
78
+ "rewards/rejected": 0.011697360314428806,
79
  "step": 40
80
  },
81
  {
82
  "epoch": 0.13,
83
  "learning_rate": 4.987541037542186e-07,
84
+ "logits/chosen": -1.8641105890274048,
85
+ "logits/rejected": -1.8533456325531006,
86
+ "logps/chosen": -33.56208038330078,
87
+ "logps/rejected": -35.437400817871094,
88
+ "loss": 1.0176,
89
+ "rewards/accuracies": 0.4375,
90
+ "rewards/chosen": -0.004139312542974949,
91
+ "rewards/margins": -0.017586929723620415,
92
+ "rewards/rejected": 0.013447612524032593,
93
  "step": 50
94
  },
95
  {
96
  "epoch": 0.16,
97
  "learning_rate": 4.954691471941118e-07,
98
+ "logits/chosen": -1.9452192783355713,
99
+ "logits/rejected": -1.9471514225006104,
100
+ "logps/chosen": -32.587867736816406,
101
+ "logps/rejected": -33.20810317993164,
102
+ "loss": 0.9559,
103
+ "rewards/accuracies": 0.5874999761581421,
104
+ "rewards/chosen": 0.01108462829142809,
105
+ "rewards/margins": 0.04413585737347603,
106
+ "rewards/rejected": -0.033051230013370514,
107
  "step": 60
108
  },
109
  {
110
  "epoch": 0.18,
111
  "learning_rate": 4.901618883413548e-07,
112
+ "logits/chosen": -2.0798697471618652,
113
+ "logits/rejected": -2.084836483001709,
114
+ "logps/chosen": -33.99953079223633,
115
+ "logps/rejected": -36.59130859375,
116
+ "loss": 0.9897,
117
+ "rewards/accuracies": 0.4749999940395355,
118
+ "rewards/chosen": -0.009940117597579956,
119
+ "rewards/margins": 0.010251833125948906,
120
+ "rewards/rejected": -0.020191945135593414,
121
  "step": 70
122
  },
123
  {
124
  "epoch": 0.21,
125
  "learning_rate": 4.828760511501322e-07,
126
+ "logits/chosen": -1.9422235488891602,
127
+ "logits/rejected": -1.9453849792480469,
128
+ "logps/chosen": -34.411861419677734,
129
+ "logps/rejected": -34.599830627441406,
130
+ "loss": 0.979,
131
+ "rewards/accuracies": 0.5625,
132
+ "rewards/chosen": 0.014353242702782154,
133
+ "rewards/margins": 0.02102992869913578,
134
+ "rewards/rejected": -0.006676685996353626,
135
  "step": 80
136
  },
137
  {
138
  "epoch": 0.23,
139
  "learning_rate": 4.736716601303429e-07,
140
+ "logits/chosen": -1.950791358947754,
141
+ "logits/rejected": -1.9553003311157227,
142
+ "logps/chosen": -32.45661163330078,
143
+ "logps/rejected": -32.35947799682617,
144
+ "loss": 0.9898,
145
+ "rewards/accuracies": 0.5375000238418579,
146
+ "rewards/chosen": 0.009730497375130653,
147
+ "rewards/margins": 0.010243801400065422,
148
+ "rewards/rejected": -0.0005133040249347687,
149
  "step": 90
150
  },
151
  {
152
  "epoch": 0.26,
153
  "learning_rate": 4.62624545834521e-07,
154
+ "logits/chosen": -2.0489749908447266,
155
+ "logits/rejected": -2.046968460083008,
156
+ "logps/chosen": -32.233360290527344,
157
+ "logps/rejected": -31.278451919555664,
158
+ "loss": 0.9823,
159
  "rewards/accuracies": 0.512499988079071,
160
+ "rewards/chosen": 0.006729811429977417,
161
+ "rewards/margins": 0.01774778962135315,
162
+ "rewards/rejected": -0.011017980054020882,
163
  "step": 100
164
  },
165
  {
166
  "epoch": 0.26,
167
+ "eval_logits/chosen": -2.243974447250366,
168
+ "eval_logits/rejected": -2.239091634750366,
169
+ "eval_logps/chosen": -34.021610260009766,
170
+ "eval_logps/rejected": -37.50578689575195,
171
+ "eval_loss": 0.9981797933578491,
172
  "eval_rewards/accuracies": 0.5103820562362671,
173
+ "eval_rewards/chosen": 0.011647163890302181,
174
+ "eval_rewards/margins": 0.0018998426385223866,
175
+ "eval_rewards/rejected": 0.009747318923473358,
176
+ "eval_runtime": 146.0735,
177
+ "eval_samples_per_second": 2.348,
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": -2.0054612159729004,
185
+ "logits/rejected": -2.003042221069336,
186
+ "logps/chosen": -33.2550048828125,
187
+ "logps/rejected": -34.02202224731445,
188
+ "loss": 1.0167,
189
+ "rewards/accuracies": 0.44999998807907104,
190
+ "rewards/chosen": -0.010068392381072044,
191
+ "rewards/margins": -0.016683781519532204,
192
+ "rewards/rejected": 0.006615391466766596,
193
  "step": 110
194
  },
195
  {
196
  "epoch": 0.31,
197
  "learning_rate": 4.353806263777677e-07,
198
+ "logits/chosen": -2.016511917114258,
199
+ "logits/rejected": -2.008146047592163,
200
+ "logps/chosen": -32.45395278930664,
201
+ "logps/rejected": -32.17681121826172,
202
+ "loss": 0.9944,
203
+ "rewards/accuracies": 0.5249999761581421,
204
+ "rewards/chosen": -0.008141009137034416,
205
+ "rewards/margins": 0.00563241308555007,
206
+ "rewards/rejected": -0.013773423619568348,
207
  "step": 120
208
  },
209
  {
210
  "epoch": 0.34,
211
  "learning_rate": 4.194082707715275e-07,
212
+ "logits/chosen": -2.0463106632232666,
213
+ "logits/rejected": -2.0382590293884277,
214
+ "logps/chosen": -30.476207733154297,
215
+ "logps/rejected": -32.020484924316406,
216
+ "loss": 1.0297,
217
+ "rewards/accuracies": 0.3499999940395355,
218
+ "rewards/chosen": -0.00044600124238058925,
219
+ "rewards/margins": -0.029714178293943405,
220
+ "rewards/rejected": 0.02926817536354065,
221
  "step": 130
222
  },
223
  {
224
  "epoch": 0.36,
225
  "learning_rate": 4.020402418666621e-07,
226
+ "logits/chosen": -1.9767357110977173,
227
+ "logits/rejected": -1.986999273300171,
228
+ "logps/chosen": -31.381155014038086,
229
+ "logps/rejected": -32.54108428955078,
230
+ "loss": 0.9598,
231
+ "rewards/accuracies": 0.5375000238418579,
232
+ "rewards/chosen": 0.034655503928661346,
233
+ "rewards/margins": 0.04024083539843559,
234
+ "rewards/rejected": -0.005585335195064545,
235
  "step": 140
236
  },
237
  {
238
  "epoch": 0.39,
239
  "learning_rate": 3.8341962650351185e-07,
240
+ "logits/chosen": -1.8906068801879883,
241
+ "logits/rejected": -1.8916860818862915,
242
+ "logps/chosen": -34.20075225830078,
243
+ "logps/rejected": -34.7618522644043,
244
+ "loss": 1.0031,
245
+ "rewards/accuracies": 0.4124999940395355,
246
+ "rewards/chosen": -0.007252261973917484,
247
+ "rewards/margins": -0.0031175222247838974,
248
+ "rewards/rejected": -0.004134741611778736,
249
  "step": 150
250
  },
251
  {
252
  "epoch": 0.42,
253
  "learning_rate": 3.636998309800572e-07,
254
+ "logits/chosen": -1.942251443862915,
255
+ "logits/rejected": -1.9387743473052979,
256
+ "logps/chosen": -36.145790100097656,
257
+ "logps/rejected": -32.73196029663086,
258
+ "loss": 0.9684,
259
+ "rewards/accuracies": 0.512499988079071,
260
+ "rewards/chosen": 0.023301539942622185,
261
+ "rewards/margins": 0.031586963683366776,
262
+ "rewards/rejected": -0.008285422809422016,
263
  "step": 160
264
  },
265
  {
266
  "epoch": 0.44,
267
  "learning_rate": 3.430433172111807e-07,
268
+ "logits/chosen": -2.041952610015869,
269
+ "logits/rejected": -2.0345559120178223,
270
+ "logps/chosen": -33.81856155395508,
271
+ "logps/rejected": -31.359323501586914,
272
+ "loss": 1.0119,
273
+ "rewards/accuracies": 0.4749999940395355,
274
+ "rewards/chosen": -0.018632039427757263,
275
+ "rewards/margins": -0.011905943043529987,
276
+ "rewards/rejected": -0.006726093590259552,
277
  "step": 170
278
  },
279
  {
280
  "epoch": 0.47,
281
  "learning_rate": 3.216202642830543e-07,
282
+ "logits/chosen": -2.0473170280456543,
283
+ "logits/rejected": -2.0525729656219482,
284
+ "logps/chosen": -32.52764129638672,
285
+ "logps/rejected": -32.50192642211914,
286
+ "loss": 0.9695,
287
+ "rewards/accuracies": 0.574999988079071,
288
+ "rewards/chosen": 0.015429094433784485,
289
+ "rewards/margins": 0.030534446239471436,
290
+ "rewards/rejected": -0.015105349011719227,
291
  "step": 180
292
  },
293
  {
294
  "epoch": 0.49,
295
  "learning_rate": 2.9960716642946403e-07,
296
+ "logits/chosen": -2.048530340194702,
297
+ "logits/rejected": -2.045767307281494,
298
+ "logps/chosen": -31.485219955444336,
299
+ "logps/rejected": -31.34262466430664,
300
+ "loss": 0.9747,
301
+ "rewards/accuracies": 0.5874999761581421,
302
+ "rewards/chosen": 0.003360496135428548,
303
+ "rewards/margins": 0.02533094584941864,
304
+ "rewards/rejected": -0.02197045087814331,
305
  "step": 190
306
  },
307
  {
308
  "epoch": 0.52,
309
  "learning_rate": 2.771853789806683e-07,
310
+ "logits/chosen": -1.918745756149292,
311
+ "logits/rejected": -1.9234097003936768,
312
+ "logps/chosen": -31.576425552368164,
313
+ "logps/rejected": -32.79480743408203,
314
+ "loss": 0.9696,
315
+ "rewards/accuracies": 0.5375000238418579,
316
+ "rewards/chosen": 0.026870254427194595,
317
+ "rewards/margins": 0.03035963699221611,
318
+ "rewards/rejected": -0.0034893869888037443,
319
  "step": 200
320
  },
321
  {
322
  "epoch": 0.52,
323
+ "eval_logits/chosen": -2.243912696838379,
324
+ "eval_logits/rejected": -2.2390317916870117,
325
+ "eval_logps/chosen": -34.021690368652344,
326
+ "eval_logps/rejected": -37.502418518066406,
327
+ "eval_loss": 1.001371145248413,
328
+ "eval_rewards/accuracies": 0.4692690968513489,
329
+ "eval_rewards/chosen": 0.011576101183891296,
330
+ "eval_rewards/margins": -0.0012021720176562667,
331
+ "eval_rewards/rejected": 0.012778270989656448,
332
+ "eval_runtime": 145.8493,
333
  "eval_samples_per_second": 2.352,
334
  "eval_steps_per_second": 0.295,
335
  "step": 200
 
337
  {
338
  "epoch": 0.55,
339
  "learning_rate": 2.5453962426402e-07,
340
+ "logits/chosen": -2.0318515300750732,
341
+ "logits/rejected": -2.0425400733947754,
342
+ "logps/chosen": -31.96026039123535,
343
+ "logps/rejected": -33.8691291809082,
344
+ "loss": 0.9843,
345
+ "rewards/accuracies": 0.625,
346
+ "rewards/chosen": 0.009936656802892685,
347
+ "rewards/margins": 0.015721982344985008,
348
+ "rewards/rejected": -0.005785329267382622,
349
  "step": 210
350
  },
351
  {
352
  "epoch": 0.57,
353
  "learning_rate": 2.318564697655179e-07,
354
+ "logits/chosen": -1.9256188869476318,
355
+ "logits/rejected": -1.9404585361480713,
356
+ "logps/chosen": -30.080001831054688,
357
+ "logps/rejected": -31.53633689880371,
358
+ "loss": 0.9913,
359
+ "rewards/accuracies": 0.512499988079071,
360
+ "rewards/chosen": 0.028384273871779442,
361
+ "rewards/margins": 0.00873211957514286,
362
+ "rewards/rejected": 0.01965215802192688,
363
  "step": 220
364
  },
365
  {
366
  "epoch": 0.6,
367
  "learning_rate": 2.093227910899832e-07,
368
+ "logits/chosen": -1.9830671548843384,
369
+ "logits/rejected": -1.9870269298553467,
370
+ "logps/chosen": -33.386474609375,
371
+ "logps/rejected": -31.55719566345215,
372
+ "loss": 0.965,
373
+ "rewards/accuracies": 0.5249999761581421,
374
+ "rewards/chosen": 0.02789575420320034,
375
+ "rewards/margins": 0.03499894589185715,
376
+ "rewards/rejected": -0.007103185169398785,
377
  "step": 230
378
  },
379
  {
380
  "epoch": 0.62,
381
  "learning_rate": 1.8712423238279356e-07,
382
+ "logits/chosen": -1.9833042621612549,
383
+ "logits/rejected": -1.96132493019104,
384
+ "logps/chosen": -34.13536834716797,
385
+ "logps/rejected": -34.952049255371094,
386
+ "loss": 0.9823,
387
+ "rewards/accuracies": 0.5375000238418579,
388
+ "rewards/chosen": 0.016542484983801842,
389
+ "rewards/margins": 0.01767394319176674,
390
+ "rewards/rejected": -0.0011314575094729662,
391
  "step": 240
392
  },
393
  {
394
  "epoch": 0.65,
395
  "learning_rate": 1.654436768970182e-07,
396
+ "logits/chosen": -2.0247886180877686,
397
+ "logits/rejected": -2.0214812755584717,
398
+ "logps/chosen": -32.913856506347656,
399
+ "logps/rejected": -36.23151397705078,
400
+ "loss": 0.984,
401
+ "rewards/accuracies": 0.5625,
402
+ "rewards/chosen": 0.010092089883983135,
403
+ "rewards/margins": 0.016022875905036926,
404
+ "rewards/rejected": -0.0059307836927473545,
405
  "step": 250
406
  },
407
  {
408
  "epoch": 0.68,
409
  "learning_rate": 1.444597403062196e-07,
410
+ "logits/chosen": -1.8914467096328735,
411
+ "logits/rejected": -1.8890043497085571,
412
+ "logps/chosen": -34.18690872192383,
413
+ "logps/rejected": -35.524742126464844,
414
+ "loss": 0.9806,
415
+ "rewards/accuracies": 0.5375000238418579,
416
+ "rewards/chosen": 0.0013398710871115327,
417
+ "rewards/margins": 0.019445054233074188,
418
+ "rewards/rejected": -0.01810518093407154,
419
  "step": 260
420
  },
421
  {
422
  "epoch": 0.7,
423
  "learning_rate": 1.2434529917578887e-07,
424
+ "logits/chosen": -1.8761389255523682,
425
+ "logits/rejected": -1.8735923767089844,
426
+ "logps/chosen": -34.396785736083984,
427
+ "logps/rejected": -31.74139976501465,
428
+ "loss": 1.0262,
429
+ "rewards/accuracies": 0.4000000059604645,
430
+ "rewards/chosen": 0.000734941684640944,
431
+ "rewards/margins": -0.026202131062746048,
432
+ "rewards/rejected": 0.02693706750869751,
433
  "step": 270
434
  },
435
  {
436
  "epoch": 0.73,
437
  "learning_rate": 1.0526606671603521e-07,
438
+ "logits/chosen": -1.9801757335662842,
439
+ "logits/rejected": -1.9695546627044678,
440
+ "logps/chosen": -35.34246063232422,
441
+ "logps/rejected": -31.823230743408203,
442
+ "loss": 1.0032,
443
+ "rewards/accuracies": 0.4749999940395355,
444
+ "rewards/chosen": 0.012763315811753273,
445
+ "rewards/margins": -0.003222113475203514,
446
+ "rewards/rejected": 0.015985429286956787,
447
  "step": 280
448
  },
449
  {
450
  "epoch": 0.75,
451
  "learning_rate": 8.737922755071453e-08,
452
+ "logits/chosen": -2.075316905975342,
453
+ "logits/rejected": -2.0602917671203613,
454
+ "logps/chosen": -30.897375106811523,
455
+ "logps/rejected": -32.64093780517578,
456
+ "loss": 0.9857,
457
+ "rewards/accuracies": 0.5249999761581421,
458
+ "rewards/chosen": 0.024072837084531784,
459
+ "rewards/margins": 0.014264687895774841,
460
+ "rewards/rejected": 0.009808152914047241,
461
  "step": 290
462
  },
463
  {
464
  "epoch": 0.78,
465
  "learning_rate": 7.08321427484816e-08,
466
+ "logits/chosen": -1.946758508682251,
467
+ "logits/rejected": -1.9442226886749268,
468
+ "logps/chosen": -32.89502716064453,
469
+ "logps/rejected": -30.831274032592773,
470
+ "loss": 0.9581,
471
+ "rewards/accuracies": 0.5625,
472
+ "rewards/chosen": 0.0288736280053854,
473
+ "rewards/margins": 0.04189068451523781,
474
+ "rewards/rejected": -0.013017055578529835,
475
  "step": 300
476
  },
477
  {
478
  "epoch": 0.78,
479
+ "eval_logits/chosen": -2.2437047958374023,
480
+ "eval_logits/rejected": -2.2388339042663574,
481
+ "eval_logps/chosen": -34.03062438964844,
482
+ "eval_logps/rejected": -37.499412536621094,
483
+ "eval_loss": 1.0120128393173218,
484
+ "eval_rewards/accuracies": 0.472591370344162,
485
+ "eval_rewards/chosen": 0.003532935632392764,
486
+ "eval_rewards/margins": -0.011953731998801231,
487
+ "eval_rewards/rejected": 0.015486669726669788,
488
+ "eval_runtime": 145.7744,
489
+ "eval_samples_per_second": 2.353,
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": -1.928391695022583,
497
+ "logits/rejected": -1.925132393836975,
498
+ "logps/chosen": -31.573719024658203,
499
+ "logps/rejected": -33.733333587646484,
500
+ "loss": 0.9813,
501
+ "rewards/accuracies": 0.574999988079071,
502
+ "rewards/chosen": 0.026669049635529518,
503
+ "rewards/margins": 0.01873381994664669,
504
+ "rewards/rejected": 0.007935228757560253,
505
  "step": 310
506
  },
507
  {
508
  "epoch": 0.83,
509
  "learning_rate": 4.229036944380912e-08,
510
+ "logits/chosen": -1.9808565378189087,
511
+ "logits/rejected": -1.9685465097427368,
512
+ "logps/chosen": -34.569026947021484,
513
+ "logps/rejected": -33.5385856628418,
514
+ "loss": 0.9759,
515
+ "rewards/accuracies": 0.5874999761581421,
516
+ "rewards/chosen": 0.02433854714035988,
517
+ "rewards/margins": 0.024108227342367172,
518
+ "rewards/rejected": 0.00023032091849017888,
519
  "step": 320
520
  },
521
  {
522
  "epoch": 0.86,
523
  "learning_rate": 3.053082288996112e-08,
524
+ "logits/chosen": -2.0160164833068848,
525
+ "logits/rejected": -2.0145697593688965,
526
+ "logps/chosen": -33.470794677734375,
527
+ "logps/rejected": -32.465301513671875,
528
+ "loss": 0.9994,
529
+ "rewards/accuracies": 0.5,
530
+ "rewards/chosen": 0.013503548689186573,
531
+ "rewards/margins": 0.0006495133275166154,
532
+ "rewards/rejected": 0.012854036875069141,
533
  "step": 330
534
  },
535
  {
536
  "epoch": 0.88,
537
  "learning_rate": 2.05793773749158e-08,
538
+ "logits/chosen": -2.1030516624450684,
539
+ "logits/rejected": -2.087252140045166,
540
+ "logps/chosen": -34.154754638671875,
541
+ "logps/rejected": -33.087013244628906,
542
+ "loss": 1.0057,
543
+ "rewards/accuracies": 0.512499988079071,
544
+ "rewards/chosen": 0.02217467688024044,
545
+ "rewards/margins": -0.005742859095335007,
546
+ "rewards/rejected": 0.027917543426156044,
547
  "step": 340
548
  },
549
  {
550
  "epoch": 0.91,
551
  "learning_rate": 1.251801807404168e-08,
552
+ "logits/chosen": -1.9748103618621826,
553
+ "logits/rejected": -1.9738750457763672,
554
+ "logps/chosen": -33.23518371582031,
555
+ "logps/rejected": -32.46066665649414,
556
+ "loss": 0.9618,
557
+ "rewards/accuracies": 0.574999988079071,
558
+ "rewards/chosen": 0.04222174361348152,
559
+ "rewards/margins": 0.03818847984075546,
560
+ "rewards/rejected": 0.004033264704048634,
561
  "step": 350
562
  },
563
  {
564
  "epoch": 0.94,
565
  "learning_rate": 6.41315865106129e-09,
566
+ "logits/chosen": -1.9303611516952515,
567
+ "logits/rejected": -1.940708875656128,
568
+ "logps/chosen": -32.200523376464844,
569
+ "logps/rejected": -35.27861785888672,
570
+ "loss": 1.0054,
571
+ "rewards/accuracies": 0.42500001192092896,
572
+ "rewards/chosen": 0.0037514485884457827,
573
+ "rewards/margins": -0.005373493768274784,
574
+ "rewards/rejected": 0.009124943986535072,
575
  "step": 360
576
  },
577
  {
578
  "epoch": 0.96,
579
  "learning_rate": 2.3150941078050324e-09,
580
+ "logits/chosen": -2.069342613220215,
581
+ "logits/rejected": -2.062788486480713,
582
+ "logps/chosen": -33.65803527832031,
583
+ "logps/rejected": -29.199758529663086,
584
+ "loss": 1.0295,
585
+ "rewards/accuracies": 0.5,
586
+ "rewards/chosen": -0.005459528882056475,
587
+ "rewards/margins": -0.029461050406098366,
588
+ "rewards/rejected": 0.02400151826441288,
589
  "step": 370
590
  },
591
  {
592
  "epoch": 0.99,
593
  "learning_rate": 2.575864278703266e-10,
594
+ "logits/chosen": -1.9290788173675537,
595
+ "logits/rejected": -1.931239366531372,
596
+ "logps/chosen": -34.229915618896484,
597
+ "logps/rejected": -30.90093994140625,
598
+ "loss": 0.9663,
599
+ "rewards/accuracies": 0.5625,
600
+ "rewards/chosen": 0.00822196900844574,
601
+ "rewards/margins": 0.03370029479265213,
602
+ "rewards/rejected": -0.02547832392156124,
603
  "step": 380
604
  },
605
  {
606
  "epoch": 1.0,
607
  "step": 385,
608
  "total_flos": 0.0,
609
+ "train_loss": 0.21873634759481853,
610
+ "train_runtime": 627.4596,
611
+ "train_samples_per_second": 4.907,
612
+ "train_steps_per_second": 0.614
613
  }
614
  ],
615
  "logging_steps": 10,
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c79706b878a2ab50513a99855a2b6398ad70408a38470eb167a411505f0bd5e7
3
  size 4984
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6b8ac9e90a7d2e5f626eca1eeb6811d0f8d6681fb84d4869b1f9c9a5085da4d2
3
  size 4984