hugodk-sch commited on
Commit
7a1426b
1 Parent(s): 605ee93

Model save

Browse files
Files changed (5) hide show
  1. README.md +14 -16
  2. adapter_model.safetensors +1 -1
  3. all_results.json +2 -15
  4. train_results.json +2 -2
  5. trainer_state.json +415 -415
README.md CHANGED
@@ -1,13 +1,11 @@
1
  ---
 
2
  library_name: peft
3
  tags:
4
- - alignment-handbook
5
  - trl
6
  - dpo
7
  - generated_from_trainer
8
  base_model: norallm/normistral-7b-warm
9
- datasets:
10
- - hugodk-sch/aftonposten_title_prefs
11
  model-index:
12
  - name: ap-normistral-7b-align-scan
13
  results: []
@@ -18,17 +16,17 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  # ap-normistral-7b-align-scan
20
 
21
- This model is a fine-tuned version of [data/ap-normistral-7b-sft-qlora](https://huggingface.co/data/ap-normistral-7b-sft-qlora) on the hugodk-sch/aftonposten_title_prefs dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 2.3100
24
- - Rewards/chosen: 0.0457
25
- - Rewards/rejected: 0.0544
26
- - Rewards/accuracies: 0.5216
27
- - Rewards/margins: -0.0087
28
- - Logps/rejected: -35.8577
29
- - Logps/chosen: -32.3518
30
- - Logits/rejected: 98.9864
31
- - Logits/chosen: 98.9943
32
 
33
  ## Model description
34
 
@@ -63,9 +61,9 @@ The following hyperparameters were used during training:
63
 
64
  | Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
65
  |:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
66
- | 2.7048 | 0.26 | 100 | 2.2451 | -0.0296 | -0.0855 | 0.5336 | 0.0560 | -36.1376 | -32.5023 | 98.8517 | 98.8635 |
67
- | 3.9434 | 0.52 | 200 | 1.9716 | -0.0023 | -0.0949 | 0.5930 | 0.0926 | -36.1564 | -32.4479 | 98.9501 | 98.9549 |
68
- | 2.0991 | 0.78 | 300 | 2.2604 | 0.0453 | 0.0322 | 0.4880 | 0.0131 | -35.9021 | -32.3526 | 98.9966 | 99.0055 |
69
 
70
 
71
  ### Framework versions
 
1
  ---
2
+ license: apache-2.0
3
  library_name: peft
4
  tags:
 
5
  - trl
6
  - dpo
7
  - generated_from_trainer
8
  base_model: norallm/normistral-7b-warm
 
 
9
  model-index:
10
  - name: ap-normistral-7b-align-scan
11
  results: []
 
16
 
17
  # ap-normistral-7b-align-scan
18
 
19
+ This model is a fine-tuned version of [norallm/normistral-7b-warm](https://huggingface.co/norallm/normistral-7b-warm) on the None dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 7.6485
22
+ - Rewards/chosen: 0.0015
23
+ - Rewards/rejected: -0.0116
24
+ - Rewards/accuracies: 0.5390
25
+ - Rewards/margins: 0.0131
26
+ - Logps/rejected: -36.0246
27
+ - Logps/chosen: -32.4356
28
+ - Logits/rejected: 98.9867
29
+ - Logits/chosen: 99.0023
30
 
31
  ## Model description
32
 
 
61
 
62
  | Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
63
  |:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
64
+ | 6.7218 | 0.26 | 100 | 7.5705 | -0.0028 | -0.0151 | 0.5083 | 0.0123 | -36.0421 | -32.4573 | 98.6549 | 98.6709 |
65
+ | 6.2997 | 0.52 | 200 | 7.1457 | -0.0201 | -0.0563 | 0.5403 | 0.0361 | -36.2478 | -32.5438 | 98.9065 | 98.9208 |
66
+ | 6.0651 | 0.78 | 300 | 7.6485 | 0.0015 | -0.0116 | 0.5390 | 0.0131 | -36.0246 | -32.4356 | 98.9867 | 99.0023 |
67
 
68
 
69
  ### Framework versions
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ee9ed7a3ee99a5a7ef25fb4ecb1a4e218592efa3d1d130157dbda384099079fa
3
  size 671150064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8e50138c59173f57650f9d0ad3b14bfcb03b10ed6b1305895e7aa0ced25a3fe7
3
  size 671150064
all_results.json CHANGED
@@ -1,20 +1,7 @@
1
  {
2
  "epoch": 1.0,
3
- "eval_logits/chosen": 98.9942626953125,
4
- "eval_logits/rejected": 98.98635864257812,
5
- "eval_logps/chosen": -32.3518180847168,
6
- "eval_logps/rejected": -35.857688903808594,
7
- "eval_loss": 2.3100497722625732,
8
- "eval_rewards/accuracies": 0.5215947031974792,
9
- "eval_rewards/chosen": 0.045678745955228806,
10
- "eval_rewards/margins": -0.00873997900635004,
11
- "eval_rewards/rejected": 0.05441872030496597,
12
- "eval_runtime": 103.7492,
13
- "eval_samples": 343,
14
- "eval_samples_per_second": 3.306,
15
- "eval_steps_per_second": 0.414,
16
- "train_loss": 2.572123973400562,
17
- "train_runtime": 2556.3668,
18
  "train_samples": 3079,
19
  "train_samples_per_second": 1.204,
20
  "train_steps_per_second": 0.151
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 5.985443219271573,
4
+ "train_runtime": 2557.1257,
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  "train_samples": 3079,
6
  "train_samples_per_second": 1.204,
7
  "train_steps_per_second": 0.151
train_results.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "epoch": 1.0,
3
- "train_loss": 2.572123973400562,
4
- "train_runtime": 2556.3668,
5
  "train_samples": 3079,
6
  "train_samples_per_second": 1.204,
7
  "train_steps_per_second": 0.151
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 5.985443219271573,
4
+ "train_runtime": 2557.1257,
5
  "train_samples": 3079,
6
  "train_samples_per_second": 1.204,
7
  "train_steps_per_second": 0.151
trainer_state.json CHANGED
@@ -10,13 +10,13 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
- "grad_norm": 262.0,
14
  "learning_rate": 1.282051282051282e-07,
15
  "logits/chosen": 88.18099975585938,
16
  "logits/rejected": 88.25153350830078,
17
  "logps/chosen": -29.073104858398438,
18
  "logps/rejected": -26.25731658935547,
19
- "loss": 1.0,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
22
  "rewards/margins": 0.0,
@@ -25,628 +25,628 @@
25
  },
26
  {
27
  "epoch": 0.03,
28
- "grad_norm": 282.0,
29
  "learning_rate": 1.282051282051282e-06,
30
- "logits/chosen": 81.07872009277344,
31
- "logits/rejected": 80.78690338134766,
32
- "logps/chosen": -34.225643157958984,
33
- "logps/rejected": -32.97146987915039,
34
- "loss": 1.4705,
35
- "rewards/accuracies": 0.4027777910232544,
36
- "rewards/chosen": 0.00803940836340189,
37
- "rewards/margins": 0.01457094494253397,
38
- "rewards/rejected": -0.00653153657913208,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
- "grad_norm": 316.0,
44
  "learning_rate": 2.564102564102564e-06,
45
- "logits/chosen": 80.64378356933594,
46
- "logits/rejected": 80.53114318847656,
47
- "logps/chosen": -33.554771423339844,
48
- "logps/rejected": -30.747882843017578,
49
- "loss": 1.6639,
50
- "rewards/accuracies": 0.5375000238418579,
51
- "rewards/chosen": 0.06756959110498428,
52
- "rewards/margins": 0.05276557803153992,
53
- "rewards/rejected": 0.014804007485508919,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
- "grad_norm": 209.0,
59
  "learning_rate": 3.846153846153847e-06,
60
- "logits/chosen": 82.3618392944336,
61
- "logits/rejected": 82.39045715332031,
62
- "logps/chosen": -33.964210510253906,
63
- "logps/rejected": -31.346271514892578,
64
- "loss": 1.9077,
65
- "rewards/accuracies": 0.375,
66
- "rewards/chosen": 0.02430456317961216,
67
- "rewards/margins": -0.01447761058807373,
68
- "rewards/rejected": 0.03878217190504074,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
- "grad_norm": 708.0,
74
  "learning_rate": 4.999896948438434e-06,
75
- "logits/chosen": 80.66716003417969,
76
- "logits/rejected": 80.66474151611328,
77
- "logps/chosen": -33.04372787475586,
78
- "logps/rejected": -33.376953125,
79
- "loss": 2.3531,
80
  "rewards/accuracies": 0.5375000238418579,
81
- "rewards/chosen": 0.06516679376363754,
82
- "rewards/margins": 0.06938251852989197,
83
- "rewards/rejected": -0.004215720109641552,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
- "grad_norm": 684.0,
89
  "learning_rate": 4.987541037542187e-06,
90
- "logits/chosen": 78.12054443359375,
91
- "logits/rejected": 78.13239288330078,
92
- "logps/chosen": -31.36956787109375,
93
- "logps/rejected": -31.187658309936523,
94
- "loss": 2.5686,
95
- "rewards/accuracies": 0.5,
96
- "rewards/chosen": -0.08215981721878052,
97
- "rewards/margins": -0.024972762912511826,
98
- "rewards/rejected": -0.057187050580978394,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
- "grad_norm": 326.0,
104
  "learning_rate": 4.954691471941119e-06,
105
- "logits/chosen": 82.62169647216797,
106
- "logits/rejected": 82.67021179199219,
107
- "logps/chosen": -31.33014488220215,
108
- "logps/rejected": -29.82718849182129,
109
- "loss": 2.2332,
110
- "rewards/accuracies": 0.48750001192092896,
111
- "rewards/chosen": -0.0774935632944107,
112
- "rewards/margins": 0.04084175080060959,
113
- "rewards/rejected": -0.11833532154560089,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
- "grad_norm": 796.0,
119
  "learning_rate": 4.901618883413549e-06,
120
- "logits/chosen": 83.52657318115234,
121
- "logits/rejected": 83.54931640625,
122
- "logps/chosen": -30.717477798461914,
123
- "logps/rejected": -32.99928665161133,
124
- "loss": 2.7176,
125
- "rewards/accuracies": 0.375,
126
- "rewards/chosen": -0.04422692582011223,
127
- "rewards/margins": -0.06343810260295868,
128
- "rewards/rejected": 0.019211167469620705,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
- "grad_norm": 342.0,
134
  "learning_rate": 4.828760511501322e-06,
135
- "logits/chosen": 81.1966781616211,
136
- "logits/rejected": 81.19418334960938,
137
- "logps/chosen": -31.369304656982422,
138
- "logps/rejected": -30.800960540771484,
139
- "loss": 2.4943,
140
- "rewards/accuracies": 0.550000011920929,
141
- "rewards/chosen": 0.06781856715679169,
142
- "rewards/margins": 0.08947588503360748,
143
- "rewards/rejected": -0.021657321602106094,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
- "grad_norm": 502.0,
149
  "learning_rate": 4.7367166013034295e-06,
150
- "logits/chosen": 78.3118896484375,
151
- "logits/rejected": 78.27383422851562,
152
- "logps/chosen": -32.46575164794922,
153
- "logps/rejected": -31.248449325561523,
154
- "loss": 2.2351,
155
- "rewards/accuracies": 0.5249999761581421,
156
- "rewards/chosen": 0.08621449768543243,
157
- "rewards/margins": 0.2347041368484497,
158
- "rewards/rejected": -0.14848963916301727,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
- "grad_norm": 296.0,
164
  "learning_rate": 4.626245458345211e-06,
165
- "logits/chosen": 83.64895629882812,
166
- "logits/rejected": 83.68805694580078,
167
- "logps/chosen": -34.173667907714844,
168
- "logps/rejected": -31.847728729248047,
169
- "loss": 2.7048,
170
  "rewards/accuracies": 0.5625,
171
- "rewards/chosen": 0.06566362082958221,
172
- "rewards/margins": 0.11425628513097763,
173
- "rewards/rejected": -0.04859266057610512,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
- "eval_logits/chosen": 98.86346435546875,
179
- "eval_logits/rejected": 98.85167694091797,
180
- "eval_logps/chosen": -32.50230407714844,
181
- "eval_logps/rejected": -36.137577056884766,
182
- "eval_loss": 2.2451484203338623,
183
- "eval_rewards/accuracies": 0.5336378812789917,
184
- "eval_rewards/chosen": -0.02956419251859188,
185
- "eval_rewards/margins": 0.05596020445227623,
186
- "eval_rewards/rejected": -0.08552439510822296,
187
- "eval_runtime": 104.0782,
188
- "eval_samples_per_second": 3.296,
189
  "eval_steps_per_second": 0.413,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.29,
194
- "grad_norm": 492.0,
195
  "learning_rate": 4.498257201263691e-06,
196
- "logits/chosen": 83.73783874511719,
197
- "logits/rejected": 83.64616394042969,
198
- "logps/chosen": -32.79869842529297,
199
- "logps/rejected": -32.73226547241211,
200
- "loss": 2.701,
201
- "rewards/accuracies": 0.637499988079071,
202
- "rewards/chosen": 0.11205414682626724,
203
- "rewards/margins": 0.15024258196353912,
204
- "rewards/rejected": -0.03818843513727188,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
- "grad_norm": 324.0,
210
  "learning_rate": 4.353806263777678e-06,
211
- "logits/chosen": 84.05355072021484,
212
- "logits/rejected": 84.1574478149414,
213
- "logps/chosen": -28.724782943725586,
214
- "logps/rejected": -35.51475143432617,
215
- "loss": 2.094,
216
- "rewards/accuracies": 0.5249999761581421,
217
- "rewards/chosen": 0.10240070521831512,
218
- "rewards/margins": 0.13020212948322296,
219
- "rewards/rejected": -0.027801427990198135,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
- "grad_norm": 185.0,
225
  "learning_rate": 4.1940827077152755e-06,
226
- "logits/chosen": 81.37618255615234,
227
- "logits/rejected": 81.40374755859375,
228
- "logps/chosen": -30.55348777770996,
229
- "logps/rejected": -32.026222229003906,
230
- "loss": 2.2639,
231
- "rewards/accuracies": 0.574999988079071,
232
- "rewards/chosen": 0.17693254351615906,
233
- "rewards/margins": 0.22423109412193298,
234
- "rewards/rejected": -0.04729856550693512,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
- "grad_norm": 356.0,
240
  "learning_rate": 4.0204024186666215e-06,
241
- "logits/chosen": 82.8284912109375,
242
- "logits/rejected": 82.82528686523438,
243
- "logps/chosen": -27.208200454711914,
244
- "logps/rejected": -32.791831970214844,
245
- "loss": 2.1202,
246
- "rewards/accuracies": 0.5625,
247
- "rewards/chosen": 0.11956217139959335,
248
- "rewards/margins": 0.3037911057472229,
249
- "rewards/rejected": -0.18422891199588776,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
- "grad_norm": 376.0,
255
  "learning_rate": 3.834196265035119e-06,
256
- "logits/chosen": 81.57420349121094,
257
- "logits/rejected": 81.54073333740234,
258
- "logps/chosen": -29.004501342773438,
259
- "logps/rejected": -32.630916595458984,
260
- "loss": 2.179,
261
- "rewards/accuracies": 0.637499988079071,
262
- "rewards/chosen": 0.19230429828166962,
263
- "rewards/margins": 0.22451286017894745,
264
- "rewards/rejected": -0.032208558171987534,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
- "grad_norm": 464.0,
270
  "learning_rate": 3.636998309800573e-06,
271
- "logits/chosen": 83.5596923828125,
272
- "logits/rejected": 83.56761169433594,
273
- "logps/chosen": -33.89311981201172,
274
- "logps/rejected": -29.929208755493164,
275
- "loss": 3.3447,
276
- "rewards/accuracies": 0.550000011920929,
277
- "rewards/chosen": 0.12181256711483002,
278
- "rewards/margins": 0.11014753580093384,
279
- "rewards/rejected": 0.011665038764476776,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
- "grad_norm": 296.0,
285
  "learning_rate": 3.4304331721118078e-06,
286
- "logits/chosen": 84.21192169189453,
287
- "logits/rejected": 84.15568542480469,
288
- "logps/chosen": -30.989816665649414,
289
- "logps/rejected": -32.166038513183594,
290
- "loss": 2.6535,
291
- "rewards/accuracies": 0.625,
292
- "rewards/chosen": 0.13473577797412872,
293
- "rewards/margins": 0.20772309601306915,
294
- "rewards/rejected": -0.07298731058835983,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
- "grad_norm": 520.0,
300
  "learning_rate": 3.2162026428305436e-06,
301
- "logits/chosen": 81.9034423828125,
302
- "logits/rejected": 81.88355255126953,
303
- "logps/chosen": -30.792713165283203,
304
- "logps/rejected": -31.40665626525879,
305
- "loss": 2.561,
306
- "rewards/accuracies": 0.5874999761581421,
307
- "rewards/chosen": 0.20221999287605286,
308
- "rewards/margins": 0.3269447684288025,
309
- "rewards/rejected": -0.12472478300333023,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
- "grad_norm": 181.0,
315
  "learning_rate": 2.996071664294641e-06,
316
- "logits/chosen": 83.61729431152344,
317
- "logits/rejected": 83.60554504394531,
318
- "logps/chosen": -30.603130340576172,
319
- "logps/rejected": -30.67363929748535,
320
- "loss": 2.4852,
321
- "rewards/accuracies": 0.612500011920929,
322
- "rewards/chosen": 0.08164240419864655,
323
- "rewards/margins": 0.1844494342803955,
324
- "rewards/rejected": -0.10280702263116837,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
- "grad_norm": 384.0,
330
  "learning_rate": 2.7718537898066833e-06,
331
- "logits/chosen": 79.16850280761719,
332
- "logits/rejected": 79.1117935180664,
333
- "logps/chosen": -34.15711212158203,
334
- "logps/rejected": -32.46302032470703,
335
- "loss": 3.9434,
336
- "rewards/accuracies": 0.625,
337
- "rewards/chosen": 0.2978156805038452,
338
- "rewards/margins": 0.28262609243392944,
339
- "rewards/rejected": 0.015189537778496742,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
- "eval_logits/chosen": 98.95487213134766,
345
- "eval_logits/rejected": 98.95005798339844,
346
- "eval_logps/chosen": -32.4478645324707,
347
- "eval_logps/rejected": -36.15636444091797,
348
- "eval_loss": 1.9716209173202515,
349
- "eval_rewards/accuracies": 0.5930232405662537,
350
- "eval_rewards/chosen": -0.002344276988878846,
351
- "eval_rewards/margins": 0.09257492423057556,
352
- "eval_rewards/rejected": -0.09491920471191406,
353
- "eval_runtime": 104.0484,
354
- "eval_samples_per_second": 3.297,
355
  "eval_steps_per_second": 0.413,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
- "grad_norm": 756.0,
361
  "learning_rate": 2.5453962426402006e-06,
362
- "logits/chosen": 81.85539245605469,
363
- "logits/rejected": 81.76030731201172,
364
- "logps/chosen": -33.80899429321289,
365
- "logps/rejected": -35.018226623535156,
366
- "loss": 2.8449,
367
- "rewards/accuracies": 0.6000000238418579,
368
- "rewards/chosen": 0.06836456805467606,
369
- "rewards/margins": 0.08442962169647217,
370
- "rewards/rejected": -0.01606505550444126,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
- "grad_norm": 290.0,
376
  "learning_rate": 2.3185646976551794e-06,
377
- "logits/chosen": 84.03166198730469,
378
- "logits/rejected": 84.112060546875,
379
- "logps/chosen": -31.503955841064453,
380
- "logps/rejected": -30.661306381225586,
381
- "loss": 3.4983,
382
- "rewards/accuracies": 0.6000000238418579,
383
- "rewards/chosen": 0.2224985659122467,
384
- "rewards/margins": 0.1886742264032364,
385
- "rewards/rejected": 0.03382434695959091,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
- "grad_norm": 354.0,
391
  "learning_rate": 2.0932279108998323e-06,
392
- "logits/chosen": 81.38267517089844,
393
- "logits/rejected": 81.43292999267578,
394
- "logps/chosen": -32.516029357910156,
395
- "logps/rejected": -33.79094314575195,
396
- "loss": 2.6207,
397
- "rewards/accuracies": 0.4749999940395355,
398
- "rewards/chosen": 0.1448572874069214,
399
- "rewards/margins": 0.034253668040037155,
400
- "rewards/rejected": 0.11060361564159393,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
- "grad_norm": 364.0,
406
  "learning_rate": 1.8712423238279358e-06,
407
- "logits/chosen": 83.76815795898438,
408
- "logits/rejected": 84.01641082763672,
409
- "logps/chosen": -31.310298919677734,
410
- "logps/rejected": -31.66178321838379,
411
- "loss": 2.0842,
412
- "rewards/accuracies": 0.6625000238418579,
413
- "rewards/chosen": 0.18888285756111145,
414
- "rewards/margins": 0.25375330448150635,
415
- "rewards/rejected": -0.06487040966749191,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
- "grad_norm": 298.0,
421
  "learning_rate": 1.6544367689701824e-06,
422
- "logits/chosen": 82.50977325439453,
423
- "logits/rejected": 82.58284759521484,
424
- "logps/chosen": -27.186697006225586,
425
- "logps/rejected": -29.944438934326172,
426
- "loss": 2.3496,
427
- "rewards/accuracies": 0.625,
428
- "rewards/chosen": 0.20459958910942078,
429
- "rewards/margins": 0.22644969820976257,
430
- "rewards/rejected": -0.02185012958943844,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
- "grad_norm": 976.0,
436
  "learning_rate": 1.4445974030621963e-06,
437
- "logits/chosen": 79.92189025878906,
438
- "logits/rejected": 80.03739166259766,
439
- "logps/chosen": -30.968799591064453,
440
- "logps/rejected": -36.08448028564453,
441
- "loss": 2.944,
442
- "rewards/accuracies": 0.574999988079071,
443
- "rewards/chosen": 0.29609745740890503,
444
- "rewards/margins": 0.28752270340919495,
445
- "rewards/rejected": 0.008574736304581165,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
- "grad_norm": 197.0,
451
  "learning_rate": 1.243452991757889e-06,
452
- "logits/chosen": 79.33562469482422,
453
- "logits/rejected": 79.36061096191406,
454
- "logps/chosen": -30.985218048095703,
455
- "logps/rejected": -31.533437728881836,
456
- "loss": 2.6828,
457
- "rewards/accuracies": 0.699999988079071,
458
- "rewards/chosen": 0.39685314893722534,
459
- "rewards/margins": 0.41086119413375854,
460
- "rewards/rejected": -0.014008039608597755,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
- "grad_norm": 388.0,
466
  "learning_rate": 1.0526606671603523e-06,
467
- "logits/chosen": 81.81623840332031,
468
- "logits/rejected": 81.6318588256836,
469
- "logps/chosen": -31.43568992614746,
470
- "logps/rejected": -29.53765296936035,
471
- "loss": 2.8578,
472
- "rewards/accuracies": 0.574999988079071,
473
- "rewards/chosen": 0.1871013194322586,
474
- "rewards/margins": 0.12242940813302994,
475
- "rewards/rejected": 0.06467190384864807,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
- "grad_norm": 270.0,
481
  "learning_rate": 8.737922755071455e-07,
482
- "logits/chosen": 82.0903549194336,
483
- "logits/rejected": 82.0211181640625,
484
- "logps/chosen": -33.648677825927734,
485
- "logps/rejected": -31.893665313720703,
486
- "loss": 2.8329,
487
- "rewards/accuracies": 0.512499988079071,
488
- "rewards/chosen": 0.22778387367725372,
489
- "rewards/margins": 0.1661832630634308,
490
- "rewards/rejected": 0.061600614339113235,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
- "grad_norm": 230.0,
496
  "learning_rate": 7.08321427484816e-07,
497
- "logits/chosen": 77.76834869384766,
498
- "logits/rejected": 77.82737731933594,
499
- "logps/chosen": -32.740943908691406,
500
- "logps/rejected": -28.960865020751953,
501
- "loss": 2.0991,
502
- "rewards/accuracies": 0.6625000238418579,
503
- "rewards/chosen": 0.33238038420677185,
504
- "rewards/margins": 0.26180073618888855,
505
- "rewards/rejected": 0.07057970762252808,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
- "eval_logits/chosen": 99.00546264648438,
511
- "eval_logits/rejected": 98.99657440185547,
512
- "eval_logps/chosen": -32.35263442993164,
513
- "eval_logps/rejected": -35.902122497558594,
514
- "eval_loss": 2.260390281677246,
515
- "eval_rewards/accuracies": 0.48795682191848755,
516
- "eval_rewards/chosen": 0.045268867164850235,
517
- "eval_rewards/margins": 0.013066344894468784,
518
- "eval_rewards/rejected": 0.03220251947641373,
519
- "eval_runtime": 104.0306,
520
- "eval_samples_per_second": 3.297,
521
  "eval_steps_per_second": 0.413,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 0.81,
526
- "grad_norm": 640.0,
527
  "learning_rate": 5.576113578589035e-07,
528
- "logits/chosen": 84.65354919433594,
529
- "logits/rejected": 84.689208984375,
530
- "logps/chosen": -30.26632308959961,
531
- "logps/rejected": -32.187259674072266,
532
- "loss": 2.4257,
533
- "rewards/accuracies": 0.612500011920929,
534
- "rewards/chosen": 0.2986040413379669,
535
- "rewards/margins": 0.2923537790775299,
536
- "rewards/rejected": 0.0062502650544047356,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
- "grad_norm": 438.0,
542
  "learning_rate": 4.229036944380913e-07,
543
- "logits/chosen": 82.1827621459961,
544
- "logits/rejected": 82.17810821533203,
545
- "logps/chosen": -30.906885147094727,
546
- "logps/rejected": -28.876495361328125,
547
- "loss": 4.1182,
548
- "rewards/accuracies": 0.5625,
549
- "rewards/chosen": 0.3458386957645416,
550
- "rewards/margins": 0.3243403136730194,
551
- "rewards/rejected": 0.021498391404747963,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
- "grad_norm": 336.0,
557
  "learning_rate": 3.053082288996112e-07,
558
- "logits/chosen": 79.60859680175781,
559
- "logits/rejected": 79.64774322509766,
560
- "logps/chosen": -29.61593246459961,
561
- "logps/rejected": -32.607086181640625,
562
- "loss": 2.7354,
563
- "rewards/accuracies": 0.637499988079071,
564
- "rewards/chosen": 0.3683364987373352,
565
- "rewards/margins": 0.3544464707374573,
566
- "rewards/rejected": 0.013890000991523266,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
- "grad_norm": 552.0,
572
  "learning_rate": 2.0579377374915805e-07,
573
- "logits/chosen": 83.55511474609375,
574
- "logits/rejected": 83.56120300292969,
575
- "logps/chosen": -32.71057891845703,
576
- "logps/rejected": -33.46552276611328,
577
- "loss": 2.9727,
578
- "rewards/accuracies": 0.612500011920929,
579
- "rewards/chosen": 0.2507854104042053,
580
- "rewards/margins": 0.2991998791694641,
581
- "rewards/rejected": -0.048414476215839386,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
- "grad_norm": 416.0,
587
  "learning_rate": 1.2518018074041684e-07,
588
- "logits/chosen": 82.80843353271484,
589
- "logits/rejected": 82.7990951538086,
590
- "logps/chosen": -32.887977600097656,
591
- "logps/rejected": -33.06817626953125,
592
- "loss": 2.7683,
593
- "rewards/accuracies": 0.625,
594
- "rewards/chosen": 0.37787994742393494,
595
- "rewards/margins": 0.3660680055618286,
596
- "rewards/rejected": 0.011811929754912853,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
- "grad_norm": 141.0,
602
  "learning_rate": 6.41315865106129e-08,
603
- "logits/chosen": 84.11600494384766,
604
- "logits/rejected": 84.12767791748047,
605
- "logps/chosen": -28.876087188720703,
606
- "logps/rejected": -31.597909927368164,
607
- "loss": 1.7283,
608
- "rewards/accuracies": 0.6499999761581421,
609
- "rewards/chosen": 0.3380628228187561,
610
- "rewards/margins": 0.3120931088924408,
611
- "rewards/rejected": 0.025969672948122025,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
- "grad_norm": 402.0,
617
  "learning_rate": 2.3150941078050325e-08,
618
- "logits/chosen": 83.5467529296875,
619
- "logits/rejected": 83.55477142333984,
620
- "logps/chosen": -32.44352340698242,
621
- "logps/rejected": -35.13766860961914,
622
- "loss": 3.1738,
623
- "rewards/accuracies": 0.574999988079071,
624
- "rewards/chosen": 0.2163194715976715,
625
- "rewards/margins": 0.23046875,
626
- "rewards/rejected": -0.014149266295135021,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
- "grad_norm": 322.0,
632
  "learning_rate": 2.575864278703266e-09,
633
- "logits/chosen": 77.60735321044922,
634
- "logits/rejected": 77.49246215820312,
635
- "logps/chosen": -30.158939361572266,
636
- "logps/rejected": -28.004974365234375,
637
- "loss": 2.7343,
638
- "rewards/accuracies": 0.612500011920929,
639
- "rewards/chosen": 0.20859412848949432,
640
- "rewards/margins": 0.1307946741580963,
641
- "rewards/rejected": 0.07779943943023682,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
- "train_loss": 2.572123973400562,
649
- "train_runtime": 2556.3668,
650
  "train_samples_per_second": 1.204,
651
  "train_steps_per_second": 0.151
652
  }
 
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
+ "grad_norm": 656.0,
14
  "learning_rate": 1.282051282051282e-07,
15
  "logits/chosen": 88.18099975585938,
16
  "logits/rejected": 88.25153350830078,
17
  "logps/chosen": -29.073104858398438,
18
  "logps/rejected": -26.25731658935547,
19
+ "loss": 6.25,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
22
  "rewards/margins": 0.0,
 
25
  },
26
  {
27
  "epoch": 0.03,
28
+ "grad_norm": 536.0,
29
  "learning_rate": 1.282051282051282e-06,
30
+ "logits/chosen": 81.07795715332031,
31
+ "logits/rejected": 80.78132629394531,
32
+ "logps/chosen": -34.14677047729492,
33
+ "logps/rejected": -33.015296936035156,
34
+ "loss": 6.1804,
35
+ "rewards/accuracies": 0.5277777910232544,
36
+ "rewards/chosen": 0.0189919825643301,
37
+ "rewards/margins": 0.030369587242603302,
38
+ "rewards/rejected": -0.011377605609595776,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
+ "grad_norm": 592.0,
44
  "learning_rate": 2.564102564102564e-06,
45
+ "logits/chosen": 80.67132568359375,
46
+ "logits/rejected": 80.56291198730469,
47
+ "logps/chosen": -33.51841354370117,
48
+ "logps/rejected": -30.76877212524414,
49
+ "loss": 6.6549,
50
+ "rewards/accuracies": 0.574999988079071,
51
+ "rewards/chosen": 0.034299030900001526,
52
+ "rewards/margins": 0.03255577012896538,
53
+ "rewards/rejected": 0.0017432533204555511,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
+ "grad_norm": 448.0,
59
  "learning_rate": 3.846153846153847e-06,
60
+ "logits/chosen": 82.46919250488281,
61
+ "logits/rejected": 82.5018539428711,
62
+ "logps/chosen": -33.83555603027344,
63
+ "logps/rejected": -31.259449005126953,
64
+ "loss": 7.4075,
65
+ "rewards/accuracies": 0.44999998807907104,
66
+ "rewards/chosen": 0.03545312210917473,
67
+ "rewards/margins": 0.0025764047168195248,
68
+ "rewards/rejected": 0.03287670761346817,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
+ "grad_norm": 612.0,
74
  "learning_rate": 4.999896948438434e-06,
75
+ "logits/chosen": 80.91734313964844,
76
+ "logits/rejected": 80.9122314453125,
77
+ "logps/chosen": -32.870399475097656,
78
+ "logps/rejected": -33.192291259765625,
79
+ "loss": 6.9708,
80
  "rewards/accuracies": 0.5375000238418579,
81
+ "rewards/chosen": 0.06073303893208504,
82
+ "rewards/margins": 0.025485849007964134,
83
+ "rewards/rejected": 0.03524719178676605,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
+ "grad_norm": 528.0,
89
  "learning_rate": 4.987541037542187e-06,
90
+ "logits/chosen": 78.42672729492188,
91
+ "logits/rejected": 78.44120788574219,
92
+ "logps/chosen": -30.90542984008789,
93
+ "logps/rejected": -31.027896881103516,
94
+ "loss": 6.7099,
95
+ "rewards/accuracies": 0.550000011920929,
96
+ "rewards/chosen": 0.059963710606098175,
97
+ "rewards/margins": 0.05088571831583977,
98
+ "rewards/rejected": 0.009077982977032661,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
+ "grad_norm": 498.0,
104
  "learning_rate": 4.954691471941119e-06,
105
+ "logits/chosen": 82.86418151855469,
106
+ "logits/rejected": 82.91536712646484,
107
+ "logps/chosen": -31.078943252563477,
108
+ "logps/rejected": -29.606725692749023,
109
+ "loss": 7.0829,
110
+ "rewards/accuracies": 0.4749999940395355,
111
+ "rewards/chosen": 0.0192436333745718,
112
+ "rewards/margins": 0.022484425455331802,
113
+ "rewards/rejected": -0.0032407897524535656,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
+ "grad_norm": 960.0,
119
  "learning_rate": 4.901618883413549e-06,
120
+ "logits/chosen": 83.54774475097656,
121
+ "logits/rejected": 83.57620239257812,
122
+ "logps/chosen": -30.6588077545166,
123
+ "logps/rejected": -33.22206115722656,
124
+ "loss": 6.976,
125
+ "rewards/accuracies": 0.5874999761581421,
126
+ "rewards/chosen": -0.0059564015828073025,
127
+ "rewards/margins": 0.0309152714908123,
128
+ "rewards/rejected": -0.03687167167663574,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
+ "grad_norm": 556.0,
134
  "learning_rate": 4.828760511501322e-06,
135
+ "logits/chosen": 81.12471771240234,
136
+ "logits/rejected": 81.11027526855469,
137
+ "logps/chosen": -31.388225555419922,
138
+ "logps/rejected": -30.88912010192871,
139
+ "loss": 6.8226,
140
+ "rewards/accuracies": 0.5375000238418579,
141
+ "rewards/chosen": 0.023343011736869812,
142
+ "rewards/margins": 0.049637455493211746,
143
+ "rewards/rejected": -0.026294440031051636,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
+ "grad_norm": 680.0,
149
  "learning_rate": 4.7367166013034295e-06,
150
+ "logits/chosen": 78.06856536865234,
151
+ "logits/rejected": 78.03953552246094,
152
+ "logps/chosen": -32.45366668701172,
153
+ "logps/rejected": -31.23443603515625,
154
+ "loss": 6.1663,
155
+ "rewards/accuracies": 0.6499999761581421,
156
+ "rewards/chosen": 0.03690256550908089,
157
+ "rewards/margins": 0.09349562227725983,
158
+ "rewards/rejected": -0.056593067944049835,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
+ "grad_norm": 396.0,
164
  "learning_rate": 4.626245458345211e-06,
165
+ "logits/chosen": 83.3121566772461,
166
+ "logits/rejected": 83.32379913330078,
167
+ "logps/chosen": -34.064453125,
168
+ "logps/rejected": -31.79021644592285,
169
+ "loss": 6.7218,
170
  "rewards/accuracies": 0.5625,
171
+ "rewards/chosen": 0.04810718446969986,
172
+ "rewards/margins": 0.05604150891304016,
173
+ "rewards/rejected": -0.00793431792408228,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
+ "eval_logits/chosen": 98.67085266113281,
179
+ "eval_logits/rejected": 98.65489959716797,
180
+ "eval_logps/chosen": -32.457313537597656,
181
+ "eval_logps/rejected": -36.04214859008789,
182
+ "eval_loss": 7.570494651794434,
183
+ "eval_rewards/accuracies": 0.5083056688308716,
184
+ "eval_rewards/chosen": -0.002827130490913987,
185
+ "eval_rewards/margins": 0.0122976154088974,
186
+ "eval_rewards/rejected": -0.015124746598303318,
187
+ "eval_runtime": 104.1006,
188
+ "eval_samples_per_second": 3.295,
189
  "eval_steps_per_second": 0.413,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.29,
194
+ "grad_norm": 752.0,
195
  "learning_rate": 4.498257201263691e-06,
196
+ "logits/chosen": 83.45378112792969,
197
+ "logits/rejected": 83.33932495117188,
198
+ "logps/chosen": -32.50124740600586,
199
+ "logps/rejected": -32.954078674316406,
200
+ "loss": 5.6892,
201
+ "rewards/accuracies": 0.699999988079071,
202
+ "rewards/chosen": 0.104311004281044,
203
+ "rewards/margins": 0.16394877433776855,
204
+ "rewards/rejected": -0.05963778495788574,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
+ "grad_norm": 620.0,
210
  "learning_rate": 4.353806263777678e-06,
211
+ "logits/chosen": 83.64091491699219,
212
+ "logits/rejected": 83.74860382080078,
213
+ "logps/chosen": -28.32021141052246,
214
+ "logps/rejected": -35.66899871826172,
215
+ "loss": 5.3716,
216
+ "rewards/accuracies": 0.737500011920929,
217
+ "rewards/chosen": 0.12187393009662628,
218
+ "rewards/margins": 0.16384465992450714,
219
+ "rewards/rejected": -0.04197072237730026,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
+ "grad_norm": 484.0,
225
  "learning_rate": 4.1940827077152755e-06,
226
+ "logits/chosen": 80.95816040039062,
227
+ "logits/rejected": 80.97350311279297,
228
+ "logps/chosen": -30.554763793945312,
229
+ "logps/rejected": -32.3652458190918,
230
+ "loss": 6.2467,
231
+ "rewards/accuracies": 0.637499988079071,
232
+ "rewards/chosen": 0.07051900774240494,
233
+ "rewards/margins": 0.15724298357963562,
234
+ "rewards/rejected": -0.08672399073839188,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
+ "grad_norm": 428.0,
240
  "learning_rate": 4.0204024186666215e-06,
241
+ "logits/chosen": 82.39835357666016,
242
+ "logits/rejected": 82.39920806884766,
243
+ "logps/chosen": -27.08688735961914,
244
+ "logps/rejected": -33.00067901611328,
245
+ "loss": 5.3964,
246
+ "rewards/accuracies": 0.6875,
247
+ "rewards/chosen": 0.07208801805973053,
248
+ "rewards/margins": 0.18754826486110687,
249
+ "rewards/rejected": -0.11546025425195694,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
+ "grad_norm": 482.0,
255
  "learning_rate": 3.834196265035119e-06,
256
+ "logits/chosen": 81.19883728027344,
257
+ "logits/rejected": 81.17581939697266,
258
+ "logps/chosen": -28.9885311126709,
259
+ "logps/rejected": -32.907562255859375,
260
+ "loss": 5.3313,
261
+ "rewards/accuracies": 0.7250000238418579,
262
+ "rewards/chosen": 0.08011577278375626,
263
+ "rewards/margins": 0.14832790195941925,
264
+ "rewards/rejected": -0.06821214407682419,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
+ "grad_norm": 1040.0,
270
  "learning_rate": 3.636998309800573e-06,
271
+ "logits/chosen": 83.12278747558594,
272
+ "logits/rejected": 83.13607025146484,
273
+ "logps/chosen": -33.499732971191406,
274
+ "logps/rejected": -30.342330932617188,
275
+ "loss": 6.478,
276
+ "rewards/accuracies": 0.699999988079071,
277
+ "rewards/chosen": 0.1274038851261139,
278
+ "rewards/margins": 0.2053629606962204,
279
+ "rewards/rejected": -0.07795912027359009,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
+ "grad_norm": 684.0,
285
  "learning_rate": 3.4304331721118078e-06,
286
+ "logits/chosen": 84.02305603027344,
287
+ "logits/rejected": 83.95697784423828,
288
+ "logps/chosen": -30.76401710510254,
289
+ "logps/rejected": -32.3089599609375,
290
+ "loss": 5.8957,
291
+ "rewards/accuracies": 0.6625000238418579,
292
+ "rewards/chosen": 0.09905388206243515,
293
+ "rewards/margins": 0.1568334400653839,
294
+ "rewards/rejected": -0.057779550552368164,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
+ "grad_norm": 498.0,
300
  "learning_rate": 3.2162026428305436e-06,
301
+ "logits/chosen": 81.92304992675781,
302
+ "logits/rejected": 81.90460205078125,
303
+ "logps/chosen": -30.485610961914062,
304
+ "logps/rejected": -31.443450927734375,
305
+ "loss": 5.0645,
306
+ "rewards/accuracies": 0.6875,
307
+ "rewards/chosen": 0.1423078328371048,
308
+ "rewards/margins": 0.19955609738826752,
309
+ "rewards/rejected": -0.05724828690290451,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
+ "grad_norm": 502.0,
315
  "learning_rate": 2.996071664294641e-06,
316
+ "logits/chosen": 83.73831176757812,
317
+ "logits/rejected": 83.71122741699219,
318
+ "logps/chosen": -30.49334716796875,
319
+ "logps/rejected": -30.74527931213379,
320
+ "loss": 7.3479,
321
+ "rewards/accuracies": 0.625,
322
+ "rewards/chosen": 0.05461405590176582,
323
+ "rewards/margins": 0.11006426811218262,
324
+ "rewards/rejected": -0.055450212210416794,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
+ "grad_norm": 294.0,
330
  "learning_rate": 2.7718537898066833e-06,
331
+ "logits/chosen": 79.29591369628906,
332
+ "logits/rejected": 79.25688171386719,
333
+ "logps/chosen": -34.00603485107422,
334
+ "logps/rejected": -32.55823516845703,
335
+ "loss": 6.2997,
336
+ "rewards/accuracies": 0.675000011920929,
337
+ "rewards/chosen": 0.1493411809206009,
338
+ "rewards/margins": 0.16230711340904236,
339
+ "rewards/rejected": -0.012965935282409191,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
+ "eval_logits/chosen": 98.92082977294922,
345
+ "eval_logits/rejected": 98.90645599365234,
346
+ "eval_logps/chosen": -32.54380416870117,
347
+ "eval_logps/rejected": -36.24779510498047,
348
+ "eval_loss": 7.145691394805908,
349
+ "eval_rewards/accuracies": 0.5402824282646179,
350
+ "eval_rewards/chosen": -0.02012600749731064,
351
+ "eval_rewards/margins": 0.036127228289842606,
352
+ "eval_rewards/rejected": -0.056253232061862946,
353
+ "eval_runtime": 104.0138,
354
+ "eval_samples_per_second": 3.298,
355
  "eval_steps_per_second": 0.413,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
+ "grad_norm": 1192.0,
361
  "learning_rate": 2.5453962426402006e-06,
362
+ "logits/chosen": 81.78749084472656,
363
+ "logits/rejected": 81.68329620361328,
364
+ "logps/chosen": -33.50835037231445,
365
+ "logps/rejected": -35.296775817871094,
366
+ "loss": 5.7897,
367
+ "rewards/accuracies": 0.6625000238418579,
368
+ "rewards/chosen": 0.08747398853302002,
369
+ "rewards/margins": 0.14960959553718567,
370
+ "rewards/rejected": -0.062135614454746246,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
+ "grad_norm": 382.0,
376
  "learning_rate": 2.3185646976551794e-06,
377
+ "logits/chosen": 83.9058609008789,
378
+ "logits/rejected": 83.9858627319336,
379
+ "logps/chosen": -31.16668128967285,
380
+ "logps/rejected": -30.917465209960938,
381
+ "loss": 6.2677,
382
+ "rewards/accuracies": 0.699999988079071,
383
+ "rewards/chosen": 0.15645496547222137,
384
+ "rewards/margins": 0.1941571831703186,
385
+ "rewards/rejected": -0.03770221397280693,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
+ "grad_norm": 688.0,
391
  "learning_rate": 2.0932279108998323e-06,
392
+ "logits/chosen": 81.14820098876953,
393
+ "logits/rejected": 81.19589233398438,
394
+ "logps/chosen": -32.21388626098633,
395
+ "logps/rejected": -34.05015182495117,
396
+ "loss": 6.1846,
397
+ "rewards/accuracies": 0.6000000238418579,
398
+ "rewards/chosen": 0.11837179958820343,
399
+ "rewards/margins": 0.12597264349460602,
400
+ "rewards/rejected": -0.007600849959999323,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
+ "grad_norm": 764.0,
406
  "learning_rate": 1.8712423238279358e-06,
407
+ "logits/chosen": 83.51747131347656,
408
+ "logits/rejected": 83.77994537353516,
409
+ "logps/chosen": -30.83194351196289,
410
+ "logps/rejected": -31.766277313232422,
411
+ "loss": 3.8985,
412
+ "rewards/accuracies": 0.7875000238418579,
413
+ "rewards/chosen": 0.17122383415699005,
414
+ "rewards/margins": 0.21807047724723816,
415
+ "rewards/rejected": -0.0468466654419899,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
+ "grad_norm": 528.0,
421
  "learning_rate": 1.6544367689701824e-06,
422
+ "logits/chosen": 82.23722076416016,
423
+ "logits/rejected": 82.29248809814453,
424
+ "logps/chosen": -26.981786727905273,
425
+ "logps/rejected": -29.9254093170166,
426
+ "loss": 5.8549,
427
+ "rewards/accuracies": 0.675000011920929,
428
+ "rewards/chosen": 0.122822105884552,
429
+ "rewards/margins": 0.12775607407093048,
430
+ "rewards/rejected": -0.0049339523538947105,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
+ "grad_norm": 744.0,
436
  "learning_rate": 1.4445974030621963e-06,
437
+ "logits/chosen": 79.6116943359375,
438
+ "logits/rejected": 79.72075653076172,
439
+ "logps/chosen": -30.516536712646484,
440
+ "logps/rejected": -36.090003967285156,
441
+ "loss": 4.7707,
442
+ "rewards/accuracies": 0.6875,
443
+ "rewards/chosen": 0.20889195799827576,
444
+ "rewards/margins": 0.20656757056713104,
445
+ "rewards/rejected": 0.0023243515752255917,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
+ "grad_norm": 348.0,
451
  "learning_rate": 1.243452991757889e-06,
452
+ "logits/chosen": 79.08982849121094,
453
+ "logits/rejected": 79.111083984375,
454
+ "logps/chosen": -30.892492294311523,
455
+ "logps/rejected": -31.574138641357422,
456
+ "loss": 4.8727,
457
+ "rewards/accuracies": 0.762499988079071,
458
+ "rewards/chosen": 0.1772860586643219,
459
+ "rewards/margins": 0.1910295933485031,
460
+ "rewards/rejected": -0.013743534684181213,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
+ "grad_norm": 700.0,
466
  "learning_rate": 1.0526606671603523e-06,
467
+ "logits/chosen": 81.58210754394531,
468
+ "logits/rejected": 81.3693618774414,
469
+ "logps/chosen": -31.06771469116211,
470
+ "logps/rejected": -29.591297149658203,
471
+ "loss": 7.3884,
472
+ "rewards/accuracies": 0.6875,
473
+ "rewards/chosen": 0.14843526482582092,
474
+ "rewards/margins": 0.13329505920410156,
475
+ "rewards/rejected": 0.015140200033783913,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
+ "grad_norm": 428.0,
481
  "learning_rate": 8.737922755071455e-07,
482
+ "logits/chosen": 81.82354736328125,
483
+ "logits/rejected": 81.73272705078125,
484
+ "logps/chosen": -33.02164077758789,
485
+ "logps/rejected": -32.17236328125,
486
+ "loss": 4.7078,
487
+ "rewards/accuracies": 0.6875,
488
+ "rewards/chosen": 0.21652066707611084,
489
+ "rewards/margins": 0.24762043356895447,
490
+ "rewards/rejected": -0.03109976276755333,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
+ "grad_norm": 704.0,
496
  "learning_rate": 7.08321427484816e-07,
497
+ "logits/chosen": 77.42338562011719,
498
+ "logits/rejected": 77.51200866699219,
499
+ "logps/chosen": -32.24098205566406,
500
+ "logps/rejected": -29.014667510986328,
501
+ "loss": 6.0651,
502
+ "rewards/accuracies": 0.737500011920929,
503
+ "rewards/chosen": 0.2329459935426712,
504
+ "rewards/margins": 0.21547456085681915,
505
+ "rewards/rejected": 0.017471451312303543,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
+ "eval_logits/chosen": 99.00227355957031,
511
+ "eval_logits/rejected": 98.98667907714844,
512
+ "eval_logps/chosen": -32.43557357788086,
513
+ "eval_logps/rejected": -36.024574279785156,
514
+ "eval_loss": 7.648494243621826,
515
+ "eval_rewards/accuracies": 0.5390365719795227,
516
+ "eval_rewards/chosen": 0.0015206302050501108,
517
+ "eval_rewards/margins": 0.01312990766018629,
518
+ "eval_rewards/rejected": -0.011609279550611973,
519
+ "eval_runtime": 104.0603,
520
+ "eval_samples_per_second": 3.296,
521
  "eval_steps_per_second": 0.413,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 0.81,
526
+ "grad_norm": 1200.0,
527
  "learning_rate": 5.576113578589035e-07,
528
+ "logits/chosen": 84.3228759765625,
529
+ "logits/rejected": 84.34573364257812,
530
+ "logps/chosen": -29.936237335205078,
531
+ "logps/rejected": -32.30895233154297,
532
+ "loss": 5.3743,
533
+ "rewards/accuracies": 0.75,
534
+ "rewards/chosen": 0.18545907735824585,
535
+ "rewards/margins": 0.2072969228029251,
536
+ "rewards/rejected": -0.02183784916996956,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
+ "grad_norm": 406.0,
542
  "learning_rate": 4.229036944380913e-07,
543
+ "logits/chosen": 81.96125030517578,
544
+ "logits/rejected": 81.95556640625,
545
+ "logps/chosen": -30.652542114257812,
546
+ "logps/rejected": -28.881006240844727,
547
+ "loss": 5.1557,
548
+ "rewards/accuracies": 0.675000011920929,
549
+ "rewards/chosen": 0.18920376896858215,
550
+ "rewards/margins": 0.18150660395622253,
551
+ "rewards/rejected": 0.007697162684053183,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
+ "grad_norm": 576.0,
557
  "learning_rate": 3.053082288996112e-07,
558
+ "logits/chosen": 79.27213287353516,
559
+ "logits/rejected": 79.31598663330078,
560
+ "logps/chosen": -29.210277557373047,
561
+ "logps/rejected": -32.73192596435547,
562
+ "loss": 5.7764,
563
+ "rewards/accuracies": 0.7124999761581421,
564
+ "rewards/chosen": 0.22846612334251404,
565
+ "rewards/margins": 0.2478782832622528,
566
+ "rewards/rejected": -0.019412150606513023,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
+ "grad_norm": 708.0,
572
  "learning_rate": 2.0579377374915805e-07,
573
+ "logits/chosen": 83.35621643066406,
574
+ "logits/rejected": 83.36161041259766,
575
+ "logps/chosen": -32.25800323486328,
576
+ "logps/rejected": -33.48296356201172,
577
+ "loss": 5.3324,
578
+ "rewards/accuracies": 0.675000011920929,
579
+ "rewards/chosen": 0.19082824885845184,
580
+ "rewards/margins": 0.213682621717453,
581
+ "rewards/rejected": -0.022854382172226906,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
+ "grad_norm": 322.0,
587
  "learning_rate": 1.2518018074041684e-07,
588
+ "logits/chosen": 82.49974822998047,
589
+ "logits/rejected": 82.50485229492188,
590
+ "logps/chosen": -32.731300354003906,
591
+ "logps/rejected": -33.191688537597656,
592
+ "loss": 4.9862,
593
+ "rewards/accuracies": 0.675000011920929,
594
+ "rewards/chosen": 0.18248799443244934,
595
+ "rewards/margins": 0.20246508717536926,
596
+ "rewards/rejected": -0.019977085292339325,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
+ "grad_norm": 520.0,
602
  "learning_rate": 6.41315865106129e-08,
603
+ "logits/chosen": 83.8789291381836,
604
+ "logits/rejected": 83.89030456542969,
605
+ "logps/chosen": -28.570327758789062,
606
+ "logps/rejected": -31.54669761657715,
607
+ "loss": 5.4694,
608
+ "rewards/accuracies": 0.637499988079071,
609
+ "rewards/chosen": 0.19637688994407654,
610
+ "rewards/margins": 0.17574702203273773,
611
+ "rewards/rejected": 0.02062985673546791,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
+ "grad_norm": 370.0,
617
  "learning_rate": 2.3150941078050325e-08,
618
+ "logits/chosen": 83.33052062988281,
619
+ "logits/rejected": 83.347900390625,
620
+ "logps/chosen": -31.880367279052734,
621
+ "logps/rejected": -35.12144470214844,
622
+ "loss": 7.7502,
623
+ "rewards/accuracies": 0.6499999761581421,
624
+ "rewards/chosen": 0.1991589069366455,
625
+ "rewards/margins": 0.20157304406166077,
626
+ "rewards/rejected": -0.0024141333997249603,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
+ "grad_norm": 552.0,
632
  "learning_rate": 2.575864278703266e-09,
633
+ "logits/chosen": 77.32600402832031,
634
+ "logits/rejected": 77.20854187011719,
635
+ "logps/chosen": -29.861562728881836,
636
+ "logps/rejected": -28.112417221069336,
637
+ "loss": 5.5564,
638
+ "rewards/accuracies": 0.6499999761581421,
639
+ "rewards/chosen": 0.14291271567344666,
640
+ "rewards/margins": 0.13328143954277039,
641
+ "rewards/rejected": 0.009631268680095673,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
+ "train_loss": 5.985443219271573,
649
+ "train_runtime": 2557.1257,
650
  "train_samples_per_second": 1.204,
651
  "train_steps_per_second": 0.151
652
  }