hugodk-sch commited on
Commit
828ace8
1 Parent(s): 18e1c61

Model save

Browse files
Files changed (5) hide show
  1. README.md +13 -16
  2. adapter_model.safetensors +1 -1
  3. all_results.json +3 -16
  4. train_results.json +3 -3
  5. trainer_state.json +416 -416
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: NorLLM-AI/NorMistral-7B
9
- datasets:
10
- - hugodk-sch/aftonposten_title_prefs
11
  model-index:
12
  - name: norllm-ai-normistral-7b-align-scan
13
  results: []
@@ -18,17 +15,17 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  # norllm-ai-normistral-7b-align-scan
20
 
21
- This model is a fine-tuned version of [data/norllm-ai-normistral-7b-sft-qlora](https://huggingface.co/data/norllm-ai-normistral-7b-sft-qlora) on the hugodk-sch/aftonposten_title_prefs dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.6292
24
- - Rewards/chosen: 0.0553
25
- - Rewards/rejected: 0.0226
26
- - Rewards/accuracies: 0.5166
27
- - Rewards/margins: 0.0327
28
- - Logps/rejected: -34.6659
29
- - Logps/chosen: -31.2035
30
- - Logits/rejected: -2.8063
31
- - Logits/chosen: -2.8088
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
- | 1.1043 | 0.26 | 100 | 0.6260 | 0.0189 | -0.0071 | 0.5370 | 0.0260 | -34.7083 | -31.2554 | -2.8132 | -2.8159 |
67
- | 3.0672 | 0.52 | 200 | 0.6356 | 0.0453 | 0.0067 | 0.5627 | 0.0386 | -34.6886 | -31.2177 | -2.8107 | -2.8128 |
68
- | 1.2353 | 0.78 | 300 | 0.6302 | 0.0524 | 0.0270 | 0.5311 | 0.0254 | -34.6596 | -31.2076 | -2.8071 | -2.8097 |
69
 
70
 
71
  ### Framework versions
 
1
  ---
2
  library_name: peft
3
  tags:
 
4
  - trl
5
  - dpo
6
  - generated_from_trainer
7
  base_model: NorLLM-AI/NorMistral-7B
 
 
8
  model-index:
9
  - name: norllm-ai-normistral-7b-align-scan
10
  results: []
 
15
 
16
  # norllm-ai-normistral-7b-align-scan
17
 
18
+ This model is a fine-tuned version of [NorLLM-AI/NorMistral-7B](https://huggingface.co/NorLLM-AI/NorMistral-7B) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 1.6904
21
+ - Rewards/chosen: 0.0126
22
+ - Rewards/rejected: -0.0056
23
+ - Rewards/accuracies: 0.5573
24
+ - Rewards/margins: 0.0181
25
+ - Logps/rejected: -34.7121
26
+ - Logps/chosen: -31.2510
27
+ - Logits/rejected: -2.8041
28
+ - Logits/chosen: -2.8065
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
+ | 1.7948 | 0.26 | 100 | 1.6241 | 0.0102 | -0.0177 | 0.5685 | 0.0278 | -34.7424 | -31.2571 | -2.8147 | -2.8176 |
64
+ | 2.6629 | 0.52 | 200 | 1.5649 | 0.0182 | -0.0143 | 0.5457 | 0.0325 | -34.7338 | -31.2369 | -2.8095 | -2.8121 |
65
+ | 1.5067 | 0.78 | 300 | 1.6904 | 0.0126 | -0.0056 | 0.5573 | 0.0181 | -34.7121 | -31.2510 | -2.8041 | -2.8065 |
66
 
67
 
68
  ### Framework versions
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:03e35a31a2592142bc2c19ac2824b77733933c82f1d6ec64c539c85894c4da86
3
  size 671150064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c5ca5d5e4b54d37e89a137afb5f481e02b1f61d6b3efb3c4429b6de7314642dd
3
  size 671150064
all_results.json CHANGED
@@ -1,21 +1,8 @@
1
  {
2
  "epoch": 1.0,
3
- "eval_logits/chosen": -2.808791399002075,
4
- "eval_logits/rejected": -2.8062777519226074,
5
- "eval_logps/chosen": -31.203502655029297,
6
- "eval_logps/rejected": -34.66593933105469,
7
- "eval_loss": 0.629190981388092,
8
- "eval_rewards/accuracies": 0.5166113376617432,
9
- "eval_rewards/chosen": 0.05526338145136833,
10
- "eval_rewards/margins": 0.03271109238266945,
11
- "eval_rewards/rejected": 0.022552290931344032,
12
- "eval_runtime": 112.7274,
13
- "eval_samples": 343,
14
- "eval_samples_per_second": 3.043,
15
- "eval_steps_per_second": 0.381,
16
- "train_loss": 1.2163990609057538,
17
- "train_runtime": 2720.9807,
18
  "train_samples": 3079,
19
  "train_samples_per_second": 1.132,
20
- "train_steps_per_second": 0.141
21
  }
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 1.7377146052075672,
4
+ "train_runtime": 2719.6001,
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  "train_samples": 3079,
6
  "train_samples_per_second": 1.132,
7
+ "train_steps_per_second": 0.142
8
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 1.0,
3
- "train_loss": 1.2163990609057538,
4
- "train_runtime": 2720.9807,
5
  "train_samples": 3079,
6
  "train_samples_per_second": 1.132,
7
- "train_steps_per_second": 0.141
8
  }
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 1.7377146052075672,
4
+ "train_runtime": 2719.6001,
5
  "train_samples": 3079,
6
  "train_samples_per_second": 1.132,
7
+ "train_steps_per_second": 0.142
8
  }
trainer_state.json CHANGED
@@ -10,13 +10,13 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
- "grad_norm": 113.0,
14
  "learning_rate": 1.282051282051282e-07,
15
  "logits/chosen": -2.7358343601226807,
16
  "logits/rejected": -2.7480404376983643,
17
  "logps/chosen": -27.35565757751465,
18
  "logps/rejected": -21.06114387512207,
19
- "loss": 0.5102,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
22
  "rewards/margins": 0.0,
@@ -25,630 +25,630 @@
25
  },
26
  {
27
  "epoch": 0.03,
28
- "grad_norm": 146.0,
29
  "learning_rate": 1.282051282051282e-06,
30
- "logits/chosen": -3.0090532302856445,
31
- "logits/rejected": -2.998255729675293,
32
- "logps/chosen": -33.17539596557617,
33
- "logps/rejected": -31.967647552490234,
34
- "loss": 0.5411,
35
- "rewards/accuracies": 0.4722222089767456,
36
- "rewards/chosen": 0.0038858253974467516,
37
- "rewards/margins": 0.006502790376543999,
38
- "rewards/rejected": -0.0026169654447585344,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
- "grad_norm": 144.0,
44
  "learning_rate": 2.564102564102564e-06,
45
- "logits/chosen": -2.89949369430542,
46
- "logits/rejected": -2.8941283226013184,
47
- "logps/chosen": -32.47248077392578,
48
- "logps/rejected": -28.952869415283203,
49
- "loss": 0.6026,
50
- "rewards/accuracies": 0.5,
51
- "rewards/chosen": 0.0018292926251888275,
52
- "rewards/margins": -0.018470000475645065,
53
- "rewards/rejected": 0.02029929682612419,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
- "grad_norm": 159.0,
59
  "learning_rate": 3.846153846153847e-06,
60
- "logits/chosen": -3.096463680267334,
61
- "logits/rejected": -3.1078667640686035,
62
- "logps/chosen": -32.81493377685547,
63
- "logps/rejected": -30.128747940063477,
64
- "loss": 0.5658,
65
- "rewards/accuracies": 0.4375,
66
- "rewards/chosen": 0.06562719494104385,
67
- "rewards/margins": 0.018515314906835556,
68
- "rewards/rejected": 0.047111887484788895,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
- "grad_norm": 223.0,
74
  "learning_rate": 4.999896948438434e-06,
75
- "logits/chosen": -2.8619472980499268,
76
- "logits/rejected": -2.8528523445129395,
77
- "logps/chosen": -31.569528579711914,
78
- "logps/rejected": -32.359840393066406,
79
- "loss": 0.8775,
80
- "rewards/accuracies": 0.6000000238418579,
81
- "rewards/chosen": 0.1825559139251709,
82
- "rewards/margins": 0.18422597646713257,
83
- "rewards/rejected": -0.0016700520645827055,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
- "grad_norm": 156.0,
89
  "learning_rate": 4.987541037542187e-06,
90
- "logits/chosen": -2.8859169483184814,
91
- "logits/rejected": -2.8837780952453613,
92
- "logps/chosen": -29.52107810974121,
93
- "logps/rejected": -30.1494083404541,
94
- "loss": 0.7059,
95
- "rewards/accuracies": 0.6625000238418579,
96
- "rewards/chosen": 0.1533588469028473,
97
- "rewards/margins": 0.1956842839717865,
98
- "rewards/rejected": -0.042325448244810104,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
- "grad_norm": 150.0,
104
  "learning_rate": 4.954691471941119e-06,
105
- "logits/chosen": -2.9192371368408203,
106
- "logits/rejected": -2.9210586547851562,
107
- "logps/chosen": -30.085376739501953,
108
- "logps/rejected": -28.13214111328125,
109
- "loss": 0.5449,
110
- "rewards/accuracies": 0.637499988079071,
111
- "rewards/chosen": 0.031074851751327515,
112
- "rewards/margins": 0.1545926332473755,
113
- "rewards/rejected": -0.12351777404546738,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
- "grad_norm": 972.0,
119
  "learning_rate": 4.901618883413549e-06,
120
- "logits/chosen": -3.001981496810913,
121
- "logits/rejected": -3.009333610534668,
122
- "logps/chosen": -29.32364273071289,
123
- "logps/rejected": -31.037628173828125,
124
- "loss": 1.1987,
125
- "rewards/accuracies": 0.550000011920929,
126
- "rewards/chosen": -0.029870102182030678,
127
- "rewards/margins": 0.07220745086669922,
128
- "rewards/rejected": -0.10207755863666534,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
- "grad_norm": 192.0,
134
  "learning_rate": 4.828760511501322e-06,
135
- "logits/chosen": -2.816981792449951,
136
- "logits/rejected": -2.8327014446258545,
137
- "logps/chosen": -29.412933349609375,
138
- "logps/rejected": -29.788555145263672,
139
- "loss": 0.6831,
140
  "rewards/accuracies": 0.612500011920929,
141
- "rewards/chosen": 0.08945836126804352,
142
- "rewards/margins": 0.16944995522499084,
143
- "rewards/rejected": -0.07999160140752792,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
- "grad_norm": 362.0,
149
  "learning_rate": 4.7367166013034295e-06,
150
- "logits/chosen": -2.9031848907470703,
151
- "logits/rejected": -2.8844356536865234,
152
- "logps/chosen": -32.63589859008789,
153
- "logps/rejected": -30.085968017578125,
154
- "loss": 4.9199,
155
- "rewards/accuracies": 0.6499999761581421,
156
- "rewards/chosen": 0.14037345349788666,
157
- "rewards/margins": 0.18539710342884064,
158
- "rewards/rejected": -0.04502364248037338,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
- "grad_norm": 157.0,
164
  "learning_rate": 4.626245458345211e-06,
165
- "logits/chosen": -3.0054373741149902,
166
- "logits/rejected": -3.006031036376953,
167
- "logps/chosen": -31.7724552154541,
168
- "logps/rejected": -30.76922035217285,
169
- "loss": 1.1043,
170
- "rewards/accuracies": 0.5625,
171
- "rewards/chosen": 0.19909459352493286,
172
- "rewards/margins": 0.16622690856456757,
173
- "rewards/rejected": 0.03286769241094589,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
- "eval_logits/chosen": -2.815906524658203,
179
- "eval_logits/rejected": -2.813185930252075,
180
- "eval_logps/chosen": -31.25544548034668,
181
- "eval_logps/rejected": -34.70828628540039,
182
- "eval_loss": 0.6260043978691101,
183
- "eval_rewards/accuracies": 0.5369601845741272,
184
- "eval_rewards/chosen": 0.018902836367487907,
185
- "eval_rewards/margins": 0.02599383145570755,
186
- "eval_rewards/rejected": -0.00709099555388093,
187
- "eval_runtime": 113.2921,
188
- "eval_samples_per_second": 3.028,
189
- "eval_steps_per_second": 0.38,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.29,
194
- "grad_norm": 157.0,
195
  "learning_rate": 4.498257201263691e-06,
196
- "logits/chosen": -2.9622676372528076,
197
- "logits/rejected": -2.937613010406494,
198
- "logps/chosen": -31.749774932861328,
199
- "logps/rejected": -31.12813949584961,
200
- "loss": 1.4773,
201
- "rewards/accuracies": 0.699999988079071,
202
- "rewards/chosen": 0.3269161581993103,
203
- "rewards/margins": 0.30541908740997314,
204
- "rewards/rejected": 0.02149704284965992,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
- "grad_norm": 109.0,
210
  "learning_rate": 4.353806263777678e-06,
211
- "logits/chosen": -3.043015718460083,
212
- "logits/rejected": -3.0729401111602783,
213
- "logps/chosen": -28.837779998779297,
214
- "logps/rejected": -34.10157012939453,
215
- "loss": 1.2172,
216
- "rewards/accuracies": 0.6499999761581421,
217
- "rewards/chosen": 0.22828666865825653,
218
- "rewards/margins": 0.19610069692134857,
219
- "rewards/rejected": 0.032185956835746765,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
- "grad_norm": 95.0,
225
  "learning_rate": 4.1940827077152755e-06,
226
- "logits/chosen": -2.7426066398620605,
227
- "logits/rejected": -2.738373279571533,
228
- "logps/chosen": -28.734365463256836,
229
- "logps/rejected": -30.13399887084961,
230
- "loss": 0.9835,
231
- "rewards/accuracies": 0.6499999761581421,
232
- "rewards/chosen": 0.16822054982185364,
233
- "rewards/margins": 0.16835634410381317,
234
- "rewards/rejected": -0.00013580024824477732,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
- "grad_norm": 192.0,
240
  "learning_rate": 4.0204024186666215e-06,
241
- "logits/chosen": -3.015483856201172,
242
- "logits/rejected": -3.012770652770996,
243
- "logps/chosen": -27.254077911376953,
244
- "logps/rejected": -31.771997451782227,
245
- "loss": 0.9001,
246
- "rewards/accuracies": 0.6499999761581421,
247
- "rewards/chosen": 0.1625039130449295,
248
- "rewards/margins": 0.2431638240814209,
249
- "rewards/rejected": -0.0806598886847496,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
- "grad_norm": 147.0,
255
  "learning_rate": 3.834196265035119e-06,
256
- "logits/chosen": -2.8096275329589844,
257
- "logits/rejected": -2.804391860961914,
258
- "logps/chosen": -27.50994300842285,
259
- "logps/rejected": -31.280899047851562,
260
- "loss": 0.7365,
261
- "rewards/accuracies": 0.6625000238418579,
262
- "rewards/chosen": 0.22089700400829315,
263
- "rewards/margins": 0.26097819209098816,
264
- "rewards/rejected": -0.04008117690682411,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
- "grad_norm": 122.5,
270
  "learning_rate": 3.636998309800573e-06,
271
- "logits/chosen": -3.127908229827881,
272
- "logits/rejected": -3.1092982292175293,
273
- "logps/chosen": -31.936166763305664,
274
- "logps/rejected": -29.042150497436523,
275
- "loss": 1.5699,
276
- "rewards/accuracies": 0.6625000238418579,
277
- "rewards/chosen": 0.38888686895370483,
278
- "rewards/margins": 0.43254947662353516,
279
- "rewards/rejected": -0.043662626296281815,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
- "grad_norm": 116.0,
285
  "learning_rate": 3.4304331721118078e-06,
286
- "logits/chosen": -2.9442355632781982,
287
- "logits/rejected": -2.9510912895202637,
288
- "logps/chosen": -29.370159149169922,
289
- "logps/rejected": -31.104833602905273,
290
- "loss": 1.1729,
291
- "rewards/accuracies": 0.737500011920929,
292
- "rewards/chosen": 0.367119163274765,
293
- "rewards/margins": 0.37086552381515503,
294
- "rewards/rejected": -0.003746363567188382,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
- "grad_norm": 206.0,
300
  "learning_rate": 3.2162026428305436e-06,
301
- "logits/chosen": -2.7904200553894043,
302
- "logits/rejected": -2.7880074977874756,
303
- "logps/chosen": -29.214679718017578,
304
- "logps/rejected": -29.80947494506836,
305
- "loss": 0.8255,
306
- "rewards/accuracies": 0.7124999761581421,
307
- "rewards/chosen": 0.3186172544956207,
308
- "rewards/margins": 0.3475292921066284,
309
- "rewards/rejected": -0.028912032023072243,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
- "grad_norm": 264.0,
315
  "learning_rate": 2.996071664294641e-06,
316
- "logits/chosen": -2.9064321517944336,
317
- "logits/rejected": -2.9026076793670654,
318
- "logps/chosen": -29.777074813842773,
319
- "logps/rejected": -28.358760833740234,
320
- "loss": 1.8338,
321
- "rewards/accuracies": 0.625,
322
- "rewards/chosen": 0.2867472767829895,
323
- "rewards/margins": 0.28760695457458496,
324
- "rewards/rejected": -0.0008596793049946427,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
- "grad_norm": 344.0,
330
  "learning_rate": 2.7718537898066833e-06,
331
- "logits/chosen": -2.9745757579803467,
332
- "logits/rejected": -2.9624178409576416,
333
- "logps/chosen": -33.12746810913086,
334
- "logps/rejected": -30.224645614624023,
335
- "loss": 3.0672,
336
- "rewards/accuracies": 0.612500011920929,
337
- "rewards/chosen": 0.4000841975212097,
338
- "rewards/margins": 0.25347504019737244,
339
- "rewards/rejected": 0.14660920202732086,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
- "eval_logits/chosen": -2.8127942085266113,
345
- "eval_logits/rejected": -2.8107194900512695,
346
- "eval_logps/chosen": -31.217693328857422,
347
- "eval_logps/rejected": -34.68858337402344,
348
- "eval_loss": 0.6355926990509033,
349
- "eval_rewards/accuracies": 0.5627076625823975,
350
- "eval_rewards/chosen": 0.04533065855503082,
351
- "eval_rewards/margins": 0.03862937539815903,
352
- "eval_rewards/rejected": 0.006701283622533083,
353
- "eval_runtime": 112.8257,
354
- "eval_samples_per_second": 3.04,
355
  "eval_steps_per_second": 0.381,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
- "grad_norm": 272.0,
361
  "learning_rate": 2.5453962426402006e-06,
362
- "logits/chosen": -2.909015655517578,
363
- "logits/rejected": -2.909053325653076,
364
- "logps/chosen": -32.618431091308594,
365
- "logps/rejected": -33.84246063232422,
366
- "loss": 1.7638,
367
- "rewards/accuracies": 0.762499988079071,
368
- "rewards/chosen": 0.2904837131500244,
369
- "rewards/margins": 0.2771795690059662,
370
- "rewards/rejected": 0.013304118998348713,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
- "grad_norm": 195.0,
376
  "learning_rate": 2.3185646976551794e-06,
377
- "logits/chosen": -2.8854432106018066,
378
- "logits/rejected": -2.901151657104492,
379
- "logps/chosen": -29.67086410522461,
380
- "logps/rejected": -28.4765567779541,
381
- "loss": 1.6395,
382
- "rewards/accuracies": 0.675000011920929,
383
- "rewards/chosen": 0.3550260066986084,
384
- "rewards/margins": 0.3188283145427704,
385
- "rewards/rejected": 0.03619767725467682,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
- "grad_norm": 102.0,
391
  "learning_rate": 2.0932279108998323e-06,
392
- "logits/chosen": -2.9346377849578857,
393
- "logits/rejected": -2.9390294551849365,
394
- "logps/chosen": -30.749608993530273,
395
- "logps/rejected": -31.755859375,
396
- "loss": 0.8936,
397
- "rewards/accuracies": 0.6499999761581421,
398
- "rewards/chosen": 0.28158265352249146,
399
- "rewards/margins": 0.279979407787323,
400
- "rewards/rejected": 0.0016032479470595717,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
- "grad_norm": 77.5,
406
  "learning_rate": 1.8712423238279358e-06,
407
- "logits/chosen": -2.983455181121826,
408
- "logits/rejected": -2.9928596019744873,
409
- "logps/chosen": -30.32903480529785,
410
- "logps/rejected": -30.288427352905273,
411
- "loss": 0.9824,
412
- "rewards/accuracies": 0.824999988079071,
413
- "rewards/chosen": 0.4031239151954651,
414
- "rewards/margins": 0.4403551518917084,
415
- "rewards/rejected": -0.03723124787211418,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
- "grad_norm": 282.0,
421
  "learning_rate": 1.6544367689701824e-06,
422
- "logits/chosen": -2.817836046218872,
423
- "logits/rejected": -2.808262348175049,
424
- "logps/chosen": -26.585535049438477,
425
- "logps/rejected": -29.320880889892578,
426
- "loss": 1.3431,
427
- "rewards/accuracies": 0.675000011920929,
428
- "rewards/chosen": 0.25807633996009827,
429
- "rewards/margins": 0.11054243892431259,
430
- "rewards/rejected": 0.14753387868404388,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
- "grad_norm": 89.0,
436
  "learning_rate": 1.4445974030621963e-06,
437
- "logits/chosen": -2.8003945350646973,
438
- "logits/rejected": -2.8208835124969482,
439
- "logps/chosen": -29.268306732177734,
440
- "logps/rejected": -34.10762405395508,
441
- "loss": 1.0424,
442
- "rewards/accuracies": 0.675000011920929,
443
- "rewards/chosen": 0.39315709471702576,
444
- "rewards/margins": 0.34663277864456177,
445
- "rewards/rejected": 0.04652435705065727,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
- "grad_norm": 54.25,
451
  "learning_rate": 1.243452991757889e-06,
452
- "logits/chosen": -2.9433441162109375,
453
- "logits/rejected": -2.9482321739196777,
454
- "logps/chosen": -30.294042587280273,
455
- "logps/rejected": -29.78550148010254,
456
- "loss": 1.0077,
457
- "rewards/accuracies": 0.737500011920929,
458
- "rewards/chosen": 0.341118723154068,
459
- "rewards/margins": 0.2852852940559387,
460
- "rewards/rejected": 0.05583342909812927,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
- "grad_norm": 78.0,
466
  "learning_rate": 1.0526606671603523e-06,
467
- "logits/chosen": -2.9577131271362305,
468
- "logits/rejected": -2.944226026535034,
469
- "logps/chosen": -30.35019874572754,
470
- "logps/rejected": -28.367935180664062,
471
- "loss": 1.9189,
472
- "rewards/accuracies": 0.6000000238418579,
473
- "rewards/chosen": 0.2600388824939728,
474
- "rewards/margins": 0.0756484642624855,
475
- "rewards/rejected": 0.18439041078090668,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
- "grad_norm": 227.0,
481
  "learning_rate": 8.737922755071455e-07,
482
- "logits/chosen": -2.885504722595215,
483
- "logits/rejected": -2.8676083087921143,
484
- "logps/chosen": -32.159873962402344,
485
- "logps/rejected": -30.42794418334961,
486
- "loss": 1.5952,
487
- "rewards/accuracies": 0.675000011920929,
488
- "rewards/chosen": 0.33349719643592834,
489
- "rewards/margins": 0.26674339175224304,
490
- "rewards/rejected": 0.06675383448600769,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
- "grad_norm": 340.0,
496
  "learning_rate": 7.08321427484816e-07,
497
- "logits/chosen": -2.889909267425537,
498
- "logits/rejected": -2.8869872093200684,
499
- "logps/chosen": -31.75823402404785,
500
- "logps/rejected": -27.508203506469727,
501
- "loss": 1.2353,
502
- "rewards/accuracies": 0.625,
503
- "rewards/chosen": 0.32509008049964905,
504
- "rewards/margins": 0.2583235204219818,
505
- "rewards/rejected": 0.06676653772592545,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
- "eval_logits/chosen": -2.809739589691162,
511
- "eval_logits/rejected": -2.807137966156006,
512
- "eval_logps/chosen": -31.20755958557129,
513
- "eval_logps/rejected": -34.65956115722656,
514
- "eval_loss": 0.6301615834236145,
515
- "eval_rewards/accuracies": 0.531146228313446,
516
- "eval_rewards/chosen": 0.052424702793359756,
517
- "eval_rewards/margins": 0.025408506393432617,
518
- "eval_rewards/rejected": 0.02701619826257229,
519
- "eval_runtime": 113.0311,
520
- "eval_samples_per_second": 3.035,
521
  "eval_steps_per_second": 0.38,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 0.81,
526
- "grad_norm": 251.0,
527
  "learning_rate": 5.576113578589035e-07,
528
- "logits/chosen": -2.7691893577575684,
529
- "logits/rejected": -2.787349224090576,
530
- "logps/chosen": -28.8099422454834,
531
- "logps/rejected": -30.58675765991211,
532
- "loss": 1.3555,
533
- "rewards/accuracies": 0.637499988079071,
534
- "rewards/chosen": 0.2936348617076874,
535
- "rewards/margins": 0.19195988774299622,
536
- "rewards/rejected": 0.10167495906352997,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
- "grad_norm": 93.5,
542
  "learning_rate": 4.229036944380913e-07,
543
- "logits/chosen": -3.0164008140563965,
544
- "logits/rejected": -3.0019757747650146,
545
- "logps/chosen": -29.883535385131836,
546
- "logps/rejected": -28.36444664001465,
547
- "loss": 0.9933,
548
- "rewards/accuracies": 0.7124999761581421,
549
- "rewards/chosen": 0.22963504493236542,
550
- "rewards/margins": 0.26160377264022827,
551
- "rewards/rejected": -0.03196870535612106,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
- "grad_norm": 119.5,
557
  "learning_rate": 3.053082288996112e-07,
558
- "logits/chosen": -2.931257724761963,
559
- "logits/rejected": -2.9136319160461426,
560
- "logps/chosen": -27.954730987548828,
561
- "logps/rejected": -30.42913246154785,
562
- "loss": 0.922,
563
- "rewards/accuracies": 0.737500011920929,
564
- "rewards/chosen": 0.285138338804245,
565
- "rewards/margins": 0.3113783299922943,
566
- "rewards/rejected": -0.026239976286888123,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
- "grad_norm": 131.0,
572
  "learning_rate": 2.0579377374915805e-07,
573
- "logits/chosen": -3.146080493927002,
574
- "logits/rejected": -3.152937650680542,
575
- "logps/chosen": -31.1461181640625,
576
- "logps/rejected": -32.72796630859375,
577
- "loss": 0.797,
578
  "rewards/accuracies": 0.762499988079071,
579
- "rewards/chosen": 0.3451611399650574,
580
- "rewards/margins": 0.3675331473350525,
581
- "rewards/rejected": -0.022372011095285416,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
- "grad_norm": 117.0,
587
  "learning_rate": 1.2518018074041684e-07,
588
- "logits/chosen": -3.0231246948242188,
589
- "logits/rejected": -3.0266261100769043,
590
- "logps/chosen": -30.33087158203125,
591
- "logps/rejected": -31.515050888061523,
592
- "loss": 0.8954,
593
- "rewards/accuracies": 0.75,
594
- "rewards/chosen": 0.33320528268814087,
595
- "rewards/margins": 0.334422767162323,
596
- "rewards/rejected": -0.001217484474182129,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
- "grad_norm": 223.0,
602
  "learning_rate": 6.41315865106129e-08,
603
- "logits/chosen": -2.86474871635437,
604
- "logits/rejected": -2.866323947906494,
605
- "logps/chosen": -27.935626983642578,
606
- "logps/rejected": -29.81571388244629,
607
- "loss": 0.7841,
608
- "rewards/accuracies": 0.800000011920929,
609
- "rewards/chosen": 0.49987268447875977,
610
- "rewards/margins": 0.4892123341560364,
611
- "rewards/rejected": 0.010660367086529732,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
  "grad_norm": 127.5,
617
  "learning_rate": 2.3150941078050325e-08,
618
- "logits/chosen": -2.9371769428253174,
619
- "logits/rejected": -2.936225414276123,
620
- "logps/chosen": -30.32781410217285,
621
- "logps/rejected": -31.941625595092773,
622
- "loss": 0.7687,
623
- "rewards/accuracies": 0.7250000238418579,
624
- "rewards/chosen": 0.3211846947669983,
625
- "rewards/margins": 0.3306921422481537,
626
- "rewards/rejected": -0.00950746051967144,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
- "grad_norm": 484.0,
632
  "learning_rate": 2.575864278703266e-09,
633
- "logits/chosen": -2.8952066898345947,
634
- "logits/rejected": -2.8765997886657715,
635
- "logps/chosen": -28.4578857421875,
636
- "logps/rejected": -27.789112091064453,
637
- "loss": 0.8783,
638
- "rewards/accuracies": 0.737500011920929,
639
- "rewards/chosen": 0.3410065770149231,
640
- "rewards/margins": 0.2706519067287445,
641
- "rewards/rejected": 0.07035474479198456,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
- "train_loss": 1.2163990609057538,
649
- "train_runtime": 2720.9807,
650
  "train_samples_per_second": 1.132,
651
- "train_steps_per_second": 0.141
652
  }
653
  ],
654
  "logging_steps": 10,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
+ "grad_norm": 198.0,
14
  "learning_rate": 1.282051282051282e-07,
15
  "logits/chosen": -2.7358343601226807,
16
  "logits/rejected": -2.7480404376983643,
17
  "logps/chosen": -27.35565757751465,
18
  "logps/rejected": -21.06114387512207,
19
+ "loss": 1.5625,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
22
  "rewards/margins": 0.0,
 
25
  },
26
  {
27
  "epoch": 0.03,
28
+ "grad_norm": 306.0,
29
  "learning_rate": 1.282051282051282e-06,
30
+ "logits/chosen": -3.009331703186035,
31
+ "logits/rejected": -2.9980063438415527,
32
+ "logps/chosen": -33.193904876708984,
33
+ "logps/rejected": -32.01276779174805,
34
+ "loss": 1.5179,
35
+ "rewards/accuracies": 0.5416666865348816,
36
+ "rewards/chosen": -0.005185974761843681,
37
+ "rewards/margins": 0.01435802225023508,
38
+ "rewards/rejected": -0.019543997943401337,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
+ "grad_norm": 268.0,
44
  "learning_rate": 2.564102564102564e-06,
45
+ "logits/chosen": -2.8995871543884277,
46
+ "logits/rejected": -2.894530773162842,
47
+ "logps/chosen": -32.46534729003906,
48
+ "logps/rejected": -28.974437713623047,
49
+ "loss": 1.6084,
50
+ "rewards/accuracies": 0.5249999761581421,
51
+ "rewards/chosen": 0.0038995600771158934,
52
+ "rewards/margins": 0.0009288033470511436,
53
+ "rewards/rejected": 0.002970754634588957,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
+ "grad_norm": 221.0,
59
  "learning_rate": 3.846153846153847e-06,
60
+ "logits/chosen": -3.097817897796631,
61
+ "logits/rejected": -3.1089720726013184,
62
+ "logps/chosen": -32.821983337402344,
63
+ "logps/rejected": -30.1259708404541,
64
+ "loss": 1.6124,
65
+ "rewards/accuracies": 0.4625000059604645,
66
+ "rewards/chosen": 0.0346810482442379,
67
+ "rewards/margins": 0.006648649461567402,
68
+ "rewards/rejected": 0.028032397851347923,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
+ "grad_norm": 225.0,
74
  "learning_rate": 4.999896948438434e-06,
75
+ "logits/chosen": -2.8635919094085693,
76
+ "logits/rejected": -2.8542821407318115,
77
+ "logps/chosen": -31.561412811279297,
78
+ "logps/rejected": -32.368797302246094,
79
+ "loss": 1.5659,
80
+ "rewards/accuracies": 0.5625,
81
+ "rewards/chosen": 0.10756368935108185,
82
+ "rewards/margins": 0.11209961026906967,
83
+ "rewards/rejected": -0.004535915795713663,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
+ "grad_norm": 268.0,
89
  "learning_rate": 4.987541037542187e-06,
90
+ "logits/chosen": -2.886489152908325,
91
+ "logits/rejected": -2.884337902069092,
92
+ "logps/chosen": -29.50502586364746,
93
+ "logps/rejected": -30.12764549255371,
94
+ "loss": 1.6791,
95
+ "rewards/accuracies": 0.5874999761581421,
96
+ "rewards/chosen": 0.0940544530749321,
97
+ "rewards/margins": 0.10953446477651596,
98
+ "rewards/rejected": -0.015479998663067818,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
+ "grad_norm": 217.0,
104
  "learning_rate": 4.954691471941119e-06,
105
+ "logits/chosen": -2.9178414344787598,
106
+ "logits/rejected": -2.9194931983947754,
107
+ "logps/chosen": -30.02047348022461,
108
+ "logps/rejected": -28.11154556274414,
109
+ "loss": 1.3051,
110
+ "rewards/accuracies": 0.699999988079071,
111
+ "rewards/chosen": 0.04371771961450577,
112
+ "rewards/margins": 0.10606314986944199,
113
+ "rewards/rejected": -0.06234544515609741,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
+ "grad_norm": 1032.0,
119
  "learning_rate": 4.901618883413549e-06,
120
+ "logits/chosen": -3.0002479553222656,
121
+ "logits/rejected": -3.007493495941162,
122
+ "logps/chosen": -29.312774658203125,
123
+ "logps/rejected": -31.054119110107422,
124
+ "loss": 2.1422,
125
+ "rewards/accuracies": 0.5625,
126
+ "rewards/chosen": -0.012723004445433617,
127
+ "rewards/margins": 0.05220501497387886,
128
+ "rewards/rejected": -0.06492801755666733,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
+ "grad_norm": 326.0,
134
  "learning_rate": 4.828760511501322e-06,
135
+ "logits/chosen": -2.814807415008545,
136
+ "logits/rejected": -2.8305888175964355,
137
+ "logps/chosen": -29.402179718017578,
138
+ "logps/rejected": -29.830846786499023,
139
+ "loss": 1.5698,
140
  "rewards/accuracies": 0.612500011920929,
141
+ "rewards/chosen": 0.05541967228055,
142
+ "rewards/margins": 0.11804421246051788,
143
+ "rewards/rejected": -0.06262453645467758,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
+ "grad_norm": 322.0,
149
  "learning_rate": 4.7367166013034295e-06,
150
+ "logits/chosen": -2.9036896228790283,
151
+ "logits/rejected": -2.885866641998291,
152
+ "logps/chosen": -32.615840911865234,
153
+ "logps/rejected": -30.156829833984375,
154
+ "loss": 5.9533,
155
+ "rewards/accuracies": 0.699999988079071,
156
+ "rewards/chosen": 0.08823554217815399,
157
+ "rewards/margins": 0.1423090249300003,
158
+ "rewards/rejected": -0.054073482751846313,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
+ "grad_norm": 177.0,
164
  "learning_rate": 4.626245458345211e-06,
165
+ "logits/chosen": -3.007761001586914,
166
+ "logits/rejected": -3.0078930854797363,
167
+ "logps/chosen": -31.708675384521484,
168
+ "logps/rejected": -30.79708480834961,
169
+ "loss": 1.7948,
170
+ "rewards/accuracies": 0.625,
171
+ "rewards/chosen": 0.1392797976732254,
172
+ "rewards/margins": 0.13164444267749786,
173
+ "rewards/rejected": 0.007635355927050114,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
+ "eval_logits/chosen": -2.8176231384277344,
179
+ "eval_logits/rejected": -2.814725399017334,
180
+ "eval_logps/chosen": -31.257057189941406,
181
+ "eval_logps/rejected": -34.74238204956055,
182
+ "eval_loss": 1.6240766048431396,
183
+ "eval_rewards/accuracies": 0.5685215592384338,
184
+ "eval_rewards/chosen": 0.010158155113458633,
185
+ "eval_rewards/margins": 0.027848951518535614,
186
+ "eval_rewards/rejected": -0.01769079640507698,
187
+ "eval_runtime": 112.9872,
188
+ "eval_samples_per_second": 3.036,
189
+ "eval_steps_per_second": 0.381,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.29,
194
+ "grad_norm": 251.0,
195
  "learning_rate": 4.498257201263691e-06,
196
+ "logits/chosen": -2.964388847351074,
197
+ "logits/rejected": -2.9403655529022217,
198
+ "logps/chosen": -31.717798233032227,
199
+ "logps/rejected": -31.185800552368164,
200
+ "loss": 1.9523,
201
+ "rewards/accuracies": 0.762499988079071,
202
+ "rewards/chosen": 0.19960005581378937,
203
+ "rewards/margins": 0.21038112044334412,
204
+ "rewards/rejected": -0.010781067423522472,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
+ "grad_norm": 182.0,
210
  "learning_rate": 4.353806263777678e-06,
211
+ "logits/chosen": -3.0449271202087402,
212
+ "logits/rejected": -3.074241876602173,
213
+ "logps/chosen": -28.759485244750977,
214
+ "logps/rejected": -34.1177864074707,
215
+ "loss": 1.6223,
216
+ "rewards/accuracies": 0.637499988079071,
217
+ "rewards/chosen": 0.1617673933506012,
218
+ "rewards/margins": 0.1498604714870453,
219
+ "rewards/rejected": 0.01190691627562046,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
+ "grad_norm": 153.0,
225
  "learning_rate": 4.1940827077152755e-06,
226
+ "logits/chosen": -2.745648145675659,
227
+ "logits/rejected": -2.7412946224212646,
228
+ "logps/chosen": -28.58340835571289,
229
+ "logps/rejected": -30.125900268554688,
230
+ "loss": 1.9846,
231
+ "rewards/accuracies": 0.6875,
232
+ "rewards/chosen": 0.15650880336761475,
233
+ "rewards/margins": 0.1533457338809967,
234
+ "rewards/rejected": 0.0031630918383598328,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
+ "grad_norm": 128.0,
240
  "learning_rate": 4.0204024186666215e-06,
241
+ "logits/chosen": -3.016637086868286,
242
+ "logits/rejected": -3.014425277709961,
243
+ "logps/chosen": -27.189367294311523,
244
+ "logps/rejected": -31.768428802490234,
245
+ "loss": 1.6015,
246
+ "rewards/accuracies": 0.6000000238418579,
247
+ "rewards/chosen": 0.1187439113855362,
248
+ "rewards/margins": 0.16340722143650055,
249
+ "rewards/rejected": -0.04466330260038376,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
+ "grad_norm": 191.0,
255
  "learning_rate": 3.834196265035119e-06,
256
+ "logits/chosen": -2.812203884124756,
257
+ "logits/rejected": -2.8067917823791504,
258
+ "logps/chosen": -27.404495239257812,
259
+ "logps/rejected": -31.38730239868164,
260
+ "loss": 1.2187,
261
+ "rewards/accuracies": 0.737500011920929,
262
+ "rewards/chosen": 0.16840532422065735,
263
+ "rewards/margins": 0.2338680922985077,
264
+ "rewards/rejected": -0.06546276807785034,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
+ "grad_norm": 223.0,
270
  "learning_rate": 3.636998309800573e-06,
271
+ "logits/chosen": -3.127948522567749,
272
+ "logits/rejected": -3.1103968620300293,
273
+ "logps/chosen": -31.860748291015625,
274
+ "logps/rejected": -29.207168579101562,
275
+ "loss": 1.9596,
276
+ "rewards/accuracies": 0.762499988079071,
277
+ "rewards/chosen": 0.2523886263370514,
278
+ "rewards/margins": 0.3433467745780945,
279
+ "rewards/rejected": -0.09095814824104309,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
+ "grad_norm": 112.0,
285
  "learning_rate": 3.4304331721118078e-06,
286
+ "logits/chosen": -2.9414854049682617,
287
+ "logits/rejected": -2.9481499195098877,
288
+ "logps/chosen": -29.37969970703125,
289
+ "logps/rejected": -31.226505279541016,
290
+ "loss": 1.5997,
291
+ "rewards/accuracies": 0.762499988079071,
292
+ "rewards/chosen": 0.205966979265213,
293
+ "rewards/margins": 0.25677576661109924,
294
+ "rewards/rejected": -0.05080880969762802,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
+ "grad_norm": 118.5,
300
  "learning_rate": 3.2162026428305436e-06,
301
+ "logits/chosen": -2.789107322692871,
302
+ "logits/rejected": -2.7866973876953125,
303
+ "logps/chosen": -29.164358139038086,
304
+ "logps/rejected": -29.882699966430664,
305
+ "loss": 1.5371,
306
+ "rewards/accuracies": 0.6625000238418579,
307
+ "rewards/chosen": 0.2021961212158203,
308
+ "rewards/margins": 0.24800649285316467,
309
+ "rewards/rejected": -0.045810386538505554,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
+ "grad_norm": 143.0,
315
  "learning_rate": 2.996071664294641e-06,
316
+ "logits/chosen": -2.9042458534240723,
317
+ "logits/rejected": -2.900311231613159,
318
+ "logps/chosen": -29.820514678955078,
319
+ "logps/rejected": -28.412799835205078,
320
+ "loss": 2.882,
321
+ "rewards/accuracies": 0.675000011920929,
322
+ "rewards/chosen": 0.14647993445396423,
323
+ "rewards/margins": 0.1685885637998581,
324
+ "rewards/rejected": -0.022108638659119606,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
+ "grad_norm": 200.0,
330
  "learning_rate": 2.7718537898066833e-06,
331
+ "logits/chosen": -2.9734153747558594,
332
+ "logits/rejected": -2.9612646102905273,
333
+ "logps/chosen": -32.977813720703125,
334
+ "logps/rejected": -30.30489730834961,
335
+ "loss": 2.6629,
336
+ "rewards/accuracies": 0.6625000238418579,
337
+ "rewards/chosen": 0.288481742143631,
338
+ "rewards/margins": 0.23680701851844788,
339
+ "rewards/rejected": 0.05167470499873161,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
+ "eval_logits/chosen": -2.812067985534668,
345
+ "eval_logits/rejected": -2.8095240592956543,
346
+ "eval_logps/chosen": -31.236892700195312,
347
+ "eval_logps/rejected": -34.73383712768555,
348
+ "eval_loss": 1.5648894309997559,
349
+ "eval_rewards/accuracies": 0.5456810593605042,
350
+ "eval_rewards/chosen": 0.018223287537693977,
351
+ "eval_rewards/margins": 0.032496776431798935,
352
+ "eval_rewards/rejected": -0.014273490756750107,
353
+ "eval_runtime": 112.7253,
354
+ "eval_samples_per_second": 3.043,
355
  "eval_steps_per_second": 0.381,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
+ "grad_norm": 214.0,
361
  "learning_rate": 2.5453962426402006e-06,
362
+ "logits/chosen": -2.9090185165405273,
363
+ "logits/rejected": -2.910029888153076,
364
+ "logps/chosen": -32.432430267333984,
365
+ "logps/rejected": -33.925514221191406,
366
+ "loss": 1.49,
367
+ "rewards/accuracies": 0.7875000238418579,
368
+ "rewards/chosen": 0.2403920441865921,
369
+ "rewards/margins": 0.26600998640060425,
370
+ "rewards/rejected": -0.025617951527237892,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
+ "grad_norm": 202.0,
376
  "learning_rate": 2.3185646976551794e-06,
377
+ "logits/chosen": -2.8856301307678223,
378
+ "logits/rejected": -2.9012038707733154,
379
+ "logps/chosen": -29.458789825439453,
380
+ "logps/rejected": -28.523406982421875,
381
+ "loss": 2.1585,
382
+ "rewards/accuracies": 0.7124999761581421,
383
+ "rewards/chosen": 0.2876998782157898,
384
+ "rewards/margins": 0.28575605154037476,
385
+ "rewards/rejected": 0.001943854964338243,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
+ "grad_norm": 150.0,
391
  "learning_rate": 2.0932279108998323e-06,
392
+ "logits/chosen": -2.9351718425750732,
393
+ "logits/rejected": -2.939762592315674,
394
+ "logps/chosen": -30.686193466186523,
395
+ "logps/rejected": -31.73343276977539,
396
+ "loss": 1.6516,
397
+ "rewards/accuracies": 0.6625000238418579,
398
+ "rewards/chosen": 0.18626943230628967,
399
+ "rewards/margins": 0.1763811856508255,
400
+ "rewards/rejected": 0.00988826435059309,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
+ "grad_norm": 117.0,
406
  "learning_rate": 1.8712423238279358e-06,
407
+ "logits/chosen": -2.98549485206604,
408
+ "logits/rejected": -2.9937961101531982,
409
+ "logps/chosen": -30.101831436157227,
410
+ "logps/rejected": -30.255285263061523,
411
+ "loss": 0.8256,
412
+ "rewards/accuracies": 0.862500011920929,
413
+ "rewards/chosen": 0.32123786211013794,
414
+ "rewards/margins": 0.329254686832428,
415
+ "rewards/rejected": -0.008016781881451607,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
+ "grad_norm": 350.0,
421
  "learning_rate": 1.6544367689701824e-06,
422
+ "logits/chosen": -2.817945718765259,
423
+ "logits/rejected": -2.808492660522461,
424
+ "logps/chosen": -26.3896427154541,
425
+ "logps/rejected": -29.31142807006836,
426
+ "loss": 1.6788,
427
+ "rewards/accuracies": 0.6625000238418579,
428
+ "rewards/chosen": 0.22583059966564178,
429
+ "rewards/margins": 0.13774575293064117,
430
+ "rewards/rejected": 0.0880848616361618,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
+ "grad_norm": 105.5,
436
  "learning_rate": 1.4445974030621963e-06,
437
+ "logits/chosen": -2.7999472618103027,
438
+ "logits/rejected": -2.8214704990386963,
439
+ "logps/chosen": -29.094181060791016,
440
+ "logps/rejected": -34.21991729736328,
441
+ "loss": 1.111,
442
+ "rewards/accuracies": 0.8374999761581421,
443
+ "rewards/chosen": 0.294312059879303,
444
+ "rewards/margins": 0.3126428425312042,
445
+ "rewards/rejected": -0.01833074726164341,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
+ "grad_norm": 124.0,
451
  "learning_rate": 1.243452991757889e-06,
452
+ "logits/chosen": -2.942542791366577,
453
+ "logits/rejected": -2.9476306438446045,
454
+ "logps/chosen": -30.103805541992188,
455
+ "logps/rejected": -29.8814640045166,
456
+ "loss": 1.3753,
457
+ "rewards/accuracies": 0.7875000238418579,
458
+ "rewards/chosen": 0.27102118730545044,
459
+ "rewards/margins": 0.27750203013420105,
460
+ "rewards/rejected": -0.0064808703027665615,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
+ "grad_norm": 96.0,
466
  "learning_rate": 1.0526606671603523e-06,
467
+ "logits/chosen": -2.9563868045806885,
468
+ "logits/rejected": -2.9434051513671875,
469
+ "logps/chosen": -30.231460571289062,
470
+ "logps/rejected": -28.510696411132812,
471
+ "loss": 1.8713,
472
+ "rewards/accuracies": 0.6875,
473
+ "rewards/chosen": 0.196088969707489,
474
+ "rewards/margins": 0.1478276252746582,
475
+ "rewards/rejected": 0.0482613667845726,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
+ "grad_norm": 176.0,
481
  "learning_rate": 8.737922755071455e-07,
482
+ "logits/chosen": -2.884552478790283,
483
+ "logits/rejected": -2.8662493228912354,
484
+ "logps/chosen": -31.870113372802734,
485
+ "logps/rejected": -30.56744384765625,
486
+ "loss": 1.5277,
487
+ "rewards/accuracies": 0.7749999761581421,
488
+ "rewards/chosen": 0.3064747452735901,
489
+ "rewards/margins": 0.32412776350975037,
490
+ "rewards/rejected": -0.017653033137321472,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
+ "grad_norm": 372.0,
496
  "learning_rate": 7.08321427484816e-07,
497
+ "logits/chosen": -2.889061689376831,
498
+ "logits/rejected": -2.885744571685791,
499
+ "logps/chosen": -31.58562660217285,
500
+ "logps/rejected": -27.505157470703125,
501
+ "loss": 1.5067,
502
+ "rewards/accuracies": 0.7250000238418579,
503
+ "rewards/chosen": 0.254812091588974,
504
+ "rewards/margins": 0.21544210612773895,
505
+ "rewards/rejected": 0.039369963109493256,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
+ "eval_logits/chosen": -2.80647873878479,
511
+ "eval_logits/rejected": -2.8040761947631836,
512
+ "eval_logps/chosen": -31.251041412353516,
513
+ "eval_logps/rejected": -34.71211624145508,
514
+ "eval_loss": 1.6903845071792603,
515
+ "eval_rewards/accuracies": 0.5573089718818665,
516
+ "eval_rewards/chosen": 0.012563018128275871,
517
+ "eval_rewards/margins": 0.018146870657801628,
518
+ "eval_rewards/rejected": -0.005583854392170906,
519
+ "eval_runtime": 113.035,
520
+ "eval_samples_per_second": 3.034,
521
  "eval_steps_per_second": 0.38,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 0.81,
526
+ "grad_norm": 129.0,
527
  "learning_rate": 5.576113578589035e-07,
528
+ "logits/chosen": -2.7671875953674316,
529
+ "logits/rejected": -2.785642147064209,
530
+ "logps/chosen": -28.604686737060547,
531
+ "logps/rejected": -30.709314346313477,
532
+ "loss": 1.2664,
533
+ "rewards/accuracies": 0.7875000238418579,
534
+ "rewards/chosen": 0.24989323318004608,
535
+ "rewards/margins": 0.24081555008888245,
536
+ "rewards/rejected": 0.009077723138034344,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
+ "grad_norm": 92.5,
542
  "learning_rate": 4.229036944380913e-07,
543
+ "logits/chosen": -3.014265537261963,
544
+ "logits/rejected": -2.9993736743927,
545
+ "logps/chosen": -29.781946182250977,
546
+ "logps/rejected": -28.38212013244629,
547
+ "loss": 1.4826,
548
+ "rewards/accuracies": 0.800000011920929,
549
+ "rewards/chosen": 0.17185598611831665,
550
+ "rewards/margins": 0.19719351828098297,
551
+ "rewards/rejected": -0.025337522849440575,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
+ "grad_norm": 163.0,
557
  "learning_rate": 3.053082288996112e-07,
558
+ "logits/chosen": -2.9294309616088867,
559
+ "logits/rejected": -2.9114794731140137,
560
+ "logps/chosen": -27.724899291992188,
561
+ "logps/rejected": -30.527271270751953,
562
+ "loss": 1.2966,
563
+ "rewards/accuracies": 0.8125,
564
+ "rewards/chosen": 0.2548690140247345,
565
+ "rewards/margins": 0.30911877751350403,
566
+ "rewards/rejected": -0.054249756038188934,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
+ "grad_norm": 191.0,
572
  "learning_rate": 2.0579377374915805e-07,
573
+ "logits/chosen": -3.144012928009033,
574
+ "logits/rejected": -3.1506927013397217,
575
+ "logps/chosen": -31.059814453125,
576
+ "logps/rejected": -32.82073211669922,
577
+ "loss": 1.5694,
578
  "rewards/accuracies": 0.762499988079071,
579
+ "rewards/chosen": 0.23175635933876038,
580
+ "rewards/margins": 0.2816471457481384,
581
+ "rewards/rejected": -0.04989078640937805,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
+ "grad_norm": 112.5,
587
  "learning_rate": 1.2518018074041684e-07,
588
+ "logits/chosen": -3.021515130996704,
589
+ "logits/rejected": -3.02475643157959,
590
+ "logps/chosen": -30.08322525024414,
591
+ "logps/rejected": -31.63114356994629,
592
+ "loss": 1.3735,
593
+ "rewards/accuracies": 0.7875000238418579,
594
+ "rewards/chosen": 0.2894637882709503,
595
+ "rewards/margins": 0.3365970253944397,
596
+ "rewards/rejected": -0.04713326320052147,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
+ "grad_norm": 215.0,
602
  "learning_rate": 6.41315865106129e-08,
603
+ "logits/chosen": -2.8619635105133057,
604
+ "logits/rejected": -2.8640754222869873,
605
+ "logps/chosen": -27.785686492919922,
606
+ "logps/rejected": -29.807357788085938,
607
+ "loss": 1.4796,
608
+ "rewards/accuracies": 0.8125,
609
+ "rewards/chosen": 0.34561628103256226,
610
+ "rewards/margins": 0.33618348836898804,
611
+ "rewards/rejected": 0.00943276472389698,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
  "grad_norm": 127.5,
617
  "learning_rate": 2.3150941078050325e-08,
618
+ "logits/chosen": -2.9357876777648926,
619
+ "logits/rejected": -2.9344675540924072,
620
+ "logps/chosen": -30.16611671447754,
621
+ "logps/rejected": -32.088932037353516,
622
+ "loss": 1.1067,
623
+ "rewards/accuracies": 0.800000011920929,
624
+ "rewards/chosen": 0.24821257591247559,
625
+ "rewards/margins": 0.31256765127182007,
626
+ "rewards/rejected": -0.06435510516166687,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
+ "grad_norm": 552.0,
632
  "learning_rate": 2.575864278703266e-09,
633
+ "logits/chosen": -2.89326548576355,
634
+ "logits/rejected": -2.8758132457733154,
635
+ "logps/chosen": -28.290267944335938,
636
+ "logps/rejected": -27.925792694091797,
637
+ "loss": 1.6812,
638
+ "rewards/accuracies": 0.762499988079071,
639
+ "rewards/chosen": 0.2619072496891022,
640
+ "rewards/margins": 0.27637776732444763,
641
+ "rewards/rejected": -0.01447053998708725,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
+ "train_loss": 1.7377146052075672,
649
+ "train_runtime": 2719.6001,
650
  "train_samples_per_second": 1.132,
651
+ "train_steps_per_second": 0.142
652
  }
653
  ],
654
  "logging_steps": 10,