hugodk-sch commited on
Commit
bca549b
1 Parent(s): a0a578f

Model save

Browse files
Files changed (5) hide show
  1. README.md +14 -16
  2. adapter_model.safetensors +1 -1
  3. all_results.json +3 -16
  4. train_results.json +3 -3
  5. trainer_state.json +419 -419
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: 2.9419
24
- - Rewards/chosen: 0.0337
25
- - Rewards/rejected: 0.0283
26
- - Rewards/accuracies: 0.5490
27
- - Rewards/margins: 0.0054
28
- - Logps/rejected: -35.8958
29
- - Logps/chosen: -32.3590
30
- - Logits/rejected: 99.0714
31
- - Logits/chosen: 99.0740
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
- | 2.5238 | 0.26 | 100 | 2.6219 | 0.0095 | -0.0242 | 0.5482 | 0.0337 | -36.0271 | -32.4194 | 98.8165 | 98.8297 |
67
- | 3.7491 | 0.52 | 200 | 2.7965 | 0.0065 | -0.0331 | 0.5282 | 0.0396 | -36.0494 | -32.4270 | 99.0970 | 99.1017 |
68
- | 2.7187 | 0.78 | 300 | 2.8584 | 0.0540 | 0.0448 | 0.5341 | 0.0092 | -35.8546 | -32.3082 | 99.0749 | 99.0816 |
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: 26.1545
22
+ - Rewards/chosen: -0.0226
23
+ - Rewards/rejected: -0.0314
24
+ - Rewards/accuracies: 0.5307
25
+ - Rewards/margins: 0.0088
26
+ - Logps/rejected: -36.2802
27
+ - Logps/chosen: -32.6693
28
+ - Logits/rejected: 98.6503
29
+ - Logits/chosen: 98.6807
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
+ | 23.2882 | 0.26 | 100 | 25.6712 | -0.0029 | -0.0100 | 0.5228 | 0.0071 | -36.0669 | -32.4722 | 98.7464 | 98.7592 |
65
+ | 20.2659 | 0.52 | 200 | 24.8289 | -0.0134 | -0.0338 | 0.5341 | 0.0204 | -36.3046 | -32.5775 | 98.6263 | 98.6515 |
66
+ | 20.0695 | 0.78 | 300 | 26.1545 | -0.0226 | -0.0314 | 0.5307 | 0.0088 | -36.2802 | -32.6693 | 98.6503 | 98.6807 |
67
 
68
 
69
  ### Framework versions
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4e5e09f4d7989fa258240732649f6f79ff37bb3fab697a06ee338c84f365034d
3
  size 671150064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:34c2040823b42ec1dd3552d2cd2d587db0a51970776de06c7992a0c67b9bfdba
3
  size 671150064
all_results.json CHANGED
@@ -1,21 +1,8 @@
1
  {
2
  "epoch": 1.0,
3
- "eval_logits/chosen": 99.07401275634766,
4
- "eval_logits/rejected": 99.07140350341797,
5
- "eval_logps/chosen": -32.35896301269531,
6
- "eval_logps/rejected": -35.895816802978516,
7
- "eval_loss": 2.941925048828125,
8
- "eval_rewards/accuracies": 0.5490033626556396,
9
- "eval_rewards/chosen": 0.03368505463004112,
10
- "eval_rewards/margins": 0.005401855334639549,
11
- "eval_rewards/rejected": 0.028283199295401573,
12
- "eval_runtime": 103.7808,
13
- "eval_samples": 343,
14
- "eval_samples_per_second": 3.305,
15
- "eval_steps_per_second": 0.414,
16
- "train_loss": 2.828607769755574,
17
- "train_runtime": 2555.3286,
18
  "train_samples": 3079,
19
- "train_samples_per_second": 1.205,
20
  "train_steps_per_second": 0.151
21
  }
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 20.413429577319654,
4
+ "train_runtime": 2557.2601,
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  "train_samples": 3079,
6
+ "train_samples_per_second": 1.204,
7
  "train_steps_per_second": 0.151
8
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 1.0,
3
- "train_loss": 2.828607769755574,
4
- "train_runtime": 2555.3286,
5
  "train_samples": 3079,
6
- "train_samples_per_second": 1.205,
7
  "train_steps_per_second": 0.151
8
  }
 
1
  {
2
  "epoch": 1.0,
3
+ "train_loss": 20.413429577319654,
4
+ "train_runtime": 2557.2601,
5
  "train_samples": 3079,
6
+ "train_samples_per_second": 1.204,
7
  "train_steps_per_second": 0.151
8
  }
trainer_state.json CHANGED
@@ -10,13 +10,13 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
- "grad_norm": 328.0,
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": 1.5625,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
22
  "rewards/margins": 0.0,
@@ -25,629 +25,629 @@
25
  },
26
  {
27
  "epoch": 0.03,
28
- "grad_norm": 250.0,
29
  "learning_rate": 1.282051282051282e-06,
30
- "logits/chosen": 81.08969116210938,
31
- "logits/rejected": 80.79109191894531,
32
- "logps/chosen": -34.12071228027344,
33
- "logps/rejected": -33.01869201660156,
34
- "loss": 1.7496,
35
- "rewards/accuracies": 0.5,
36
- "rewards/chosen": 0.04840615764260292,
37
- "rewards/margins": 0.07252107560634613,
38
- "rewards/rejected": -0.024114925414323807,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
- "grad_norm": 336.0,
44
  "learning_rate": 2.564102564102564e-06,
45
- "logits/chosen": 80.68243408203125,
46
- "logits/rejected": 80.568359375,
47
- "logps/chosen": -33.56159210205078,
48
- "logps/rejected": -30.76800537109375,
49
- "loss": 2.2924,
50
- "rewards/accuracies": 0.4749999940395355,
51
- "rewards/chosen": 0.05132746696472168,
52
- "rewards/margins": 0.04753490164875984,
53
- "rewards/rejected": 0.003792577190324664,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
- "grad_norm": 318.0,
59
  "learning_rate": 3.846153846153847e-06,
60
- "logits/chosen": 82.52204895019531,
61
- "logits/rejected": 82.54562377929688,
62
- "logps/chosen": -33.78315353393555,
63
- "logps/rejected": -31.24331283569336,
64
- "loss": 2.7815,
65
  "rewards/accuracies": 0.48750001192092896,
66
- "rewards/chosen": 0.09186722338199615,
67
- "rewards/margins": 0.019660871475934982,
68
- "rewards/rejected": 0.07220635563135147,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
- "grad_norm": 426.0,
74
  "learning_rate": 4.999896948438434e-06,
75
- "logits/chosen": 80.89669036865234,
76
- "logits/rejected": 80.89623260498047,
77
- "logps/chosen": -32.95878219604492,
78
- "logps/rejected": -33.34799575805664,
79
- "loss": 2.4607,
80
- "rewards/accuracies": 0.48750001192092896,
81
- "rewards/chosen": 0.08611182868480682,
82
- "rewards/margins": 0.07789957523345947,
83
- "rewards/rejected": 0.008212263695895672,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
- "grad_norm": 772.0,
89
  "learning_rate": 4.987541037542187e-06,
90
- "logits/chosen": 78.38099670410156,
91
- "logits/rejected": 78.40118408203125,
92
- "logps/chosen": -31.085933685302734,
93
- "logps/rejected": -31.042804718017578,
94
- "loss": 2.589,
95
- "rewards/accuracies": 0.5249999761581421,
96
- "rewards/chosen": 0.04772613197565079,
97
- "rewards/margins": 0.03553418815135956,
98
- "rewards/rejected": 0.01219194382429123,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
- "grad_norm": 249.0,
104
  "learning_rate": 4.954691471941119e-06,
105
- "logits/chosen": 82.9079818725586,
106
- "logits/rejected": 82.95909118652344,
107
- "logps/chosen": -31.034317016601562,
108
- "logps/rejected": -29.518524169921875,
109
- "loss": 2.8739,
110
- "rewards/accuracies": 0.5,
111
- "rewards/chosen": 0.05633721500635147,
112
- "rewards/margins": 0.027538930997252464,
113
- "rewards/rejected": 0.028798282146453857,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
- "grad_norm": 752.0,
119
  "learning_rate": 4.901618883413549e-06,
120
- "logits/chosen": 83.62979125976562,
121
- "logits/rejected": 83.66517639160156,
122
- "logps/chosen": -30.505615234375,
123
- "logps/rejected": -32.857994079589844,
124
- "loss": 2.9346,
125
- "rewards/accuracies": 0.5,
126
- "rewards/chosen": 0.04936310276389122,
127
- "rewards/margins": -0.02252076379954815,
128
- "rewards/rejected": 0.07188385725021362,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
- "grad_norm": 370.0,
134
  "learning_rate": 4.828760511501322e-06,
135
- "logits/chosen": 81.35310363769531,
136
- "logits/rejected": 81.34590148925781,
137
- "logps/chosen": -31.199981689453125,
138
- "logps/rejected": -30.634307861328125,
139
- "loss": 2.824,
140
- "rewards/accuracies": 0.48750001192092896,
141
- "rewards/chosen": 0.12198303639888763,
142
- "rewards/margins": 0.07264719158411026,
143
- "rewards/rejected": 0.049335844814777374,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
- "grad_norm": 524.0,
149
  "learning_rate": 4.7367166013034295e-06,
150
- "logits/chosen": 78.339111328125,
151
- "logits/rejected": 78.30552673339844,
152
- "logps/chosen": -32.22107696533203,
153
- "logps/rejected": -31.029504776000977,
154
- "loss": 2.6385,
155
- "rewards/accuracies": 0.612500011920929,
156
- "rewards/chosen": 0.16684113442897797,
157
- "rewards/margins": 0.19805487990379333,
158
- "rewards/rejected": -0.03121376410126686,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
- "grad_norm": 225.0,
164
  "learning_rate": 4.626245458345211e-06,
165
- "logits/chosen": 83.51721954345703,
166
- "logits/rejected": 83.54518127441406,
167
- "logps/chosen": -34.10065841674805,
168
- "logps/rejected": -31.89223861694336,
169
- "loss": 2.5238,
170
- "rewards/accuracies": 0.574999988079071,
171
- "rewards/chosen": 0.08173254877328873,
172
- "rewards/margins": 0.1384100764989853,
173
- "rewards/rejected": -0.056677550077438354,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
- "eval_logits/chosen": 98.82966613769531,
179
- "eval_logits/rejected": 98.81654357910156,
180
- "eval_logps/chosen": -32.419429779052734,
181
- "eval_logps/rejected": -36.027076721191406,
182
- "eval_loss": 2.6218504905700684,
183
- "eval_rewards/accuracies": 0.5481727719306946,
184
- "eval_rewards/chosen": 0.009498294442892075,
185
- "eval_rewards/margins": 0.03371964767575264,
186
- "eval_rewards/rejected": -0.024221351370215416,
187
- "eval_runtime": 104.1511,
188
- "eval_samples_per_second": 3.293,
189
- "eval_steps_per_second": 0.413,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.29,
194
- "grad_norm": 576.0,
195
  "learning_rate": 4.498257201263691e-06,
196
- "logits/chosen": 83.7013931274414,
197
- "logits/rejected": 83.58271789550781,
198
- "logps/chosen": -32.618534088134766,
199
- "logps/rejected": -32.656673431396484,
200
- "loss": 2.9173,
201
- "rewards/accuracies": 0.6499999761581421,
202
- "rewards/chosen": 0.16170774400234222,
203
- "rewards/margins": 0.16202135384082794,
204
- "rewards/rejected": -0.00031360946013592184,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
- "grad_norm": 524.0,
210
  "learning_rate": 4.353806263777678e-06,
211
- "logits/chosen": 83.95661926269531,
212
- "logits/rejected": 84.07592010498047,
213
- "logps/chosen": -28.62860107421875,
214
- "logps/rejected": -35.55434036254883,
215
- "loss": 3.1258,
216
- "rewards/accuracies": 0.5625,
217
- "rewards/chosen": 0.12039314210414886,
218
- "rewards/margins": 0.1584714949131012,
219
- "rewards/rejected": -0.03807835653424263,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
- "grad_norm": 216.0,
225
  "learning_rate": 4.1940827077152755e-06,
226
- "logits/chosen": 81.45957946777344,
227
- "logits/rejected": 81.48210144042969,
228
- "logps/chosen": -30.638086318969727,
229
- "logps/rejected": -32.03240203857422,
230
- "loss": 2.331,
231
- "rewards/accuracies": 0.5874999761581421,
232
- "rewards/chosen": 0.10770728439092636,
233
- "rewards/margins": 0.14801691472530365,
234
- "rewards/rejected": -0.04030962288379669,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
- "grad_norm": 386.0,
240
  "learning_rate": 4.0204024186666215e-06,
241
- "logits/chosen": 83.00135803222656,
242
- "logits/rejected": 83.00582122802734,
243
- "logps/chosen": -27.22810935974121,
244
- "logps/rejected": -32.823734283447266,
245
- "loss": 3.1239,
246
- "rewards/accuracies": 0.6499999761581421,
247
- "rewards/chosen": 0.08768650889396667,
248
- "rewards/margins": 0.2478286772966385,
249
- "rewards/rejected": -0.160142183303833,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
- "grad_norm": 444.0,
255
  "learning_rate": 3.834196265035119e-06,
256
- "logits/chosen": 81.87845611572266,
257
- "logits/rejected": 81.85296630859375,
258
- "logps/chosen": -28.920028686523438,
259
- "logps/rejected": -32.752830505371094,
260
- "loss": 2.5059,
261
- "rewards/accuracies": 0.625,
262
- "rewards/chosen": 0.18763259053230286,
263
- "rewards/margins": 0.26216596364974976,
264
- "rewards/rejected": -0.07453340291976929,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
- "grad_norm": 604.0,
270
  "learning_rate": 3.636998309800573e-06,
271
- "logits/chosen": 83.88510131835938,
272
- "logits/rejected": 83.89151763916016,
273
- "logps/chosen": -33.4796257019043,
274
- "logps/rejected": -30.0944881439209,
275
- "loss": 4.2076,
276
- "rewards/accuracies": 0.6875,
277
- "rewards/chosen": 0.26284781098365784,
278
- "rewards/margins": 0.31962868571281433,
279
- "rewards/rejected": -0.056780923157930374,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
- "grad_norm": 372.0,
285
  "learning_rate": 3.4304331721118078e-06,
286
- "logits/chosen": 84.69200134277344,
287
- "logits/rejected": 84.63328552246094,
288
- "logps/chosen": -30.8580322265625,
289
- "logps/rejected": -32.00690460205078,
290
- "loss": 2.4171,
291
- "rewards/accuracies": 0.5874999761581421,
292
- "rewards/chosen": 0.1605023592710495,
293
- "rewards/margins": 0.15524213016033173,
294
- "rewards/rejected": 0.005260218866169453,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
- "grad_norm": 266.0,
300
  "learning_rate": 3.2162026428305436e-06,
301
- "logits/chosen": 82.51325225830078,
302
- "logits/rejected": 82.49774169921875,
303
- "logps/chosen": -30.521617889404297,
304
- "logps/rejected": -31.205219268798828,
305
- "loss": 2.9555,
306
- "rewards/accuracies": 0.6499999761581421,
307
- "rewards/chosen": 0.27021360397338867,
308
- "rewards/margins": 0.28941839933395386,
309
- "rewards/rejected": -0.019204800948500633,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
- "grad_norm": 316.0,
315
  "learning_rate": 2.996071664294641e-06,
316
- "logits/chosen": 84.31837463378906,
317
- "logits/rejected": 84.31514739990234,
318
- "logps/chosen": -30.445659637451172,
319
- "logps/rejected": -30.434545516967773,
320
- "loss": 3.42,
321
- "rewards/accuracies": 0.574999988079071,
322
- "rewards/chosen": 0.12830288708209991,
323
- "rewards/margins": 0.11491189152002335,
324
- "rewards/rejected": 0.013391007669270039,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
- "grad_norm": 372.0,
330
  "learning_rate": 2.7718537898066833e-06,
331
- "logits/chosen": 79.8134765625,
332
- "logits/rejected": 79.75944519042969,
333
- "logps/chosen": -34.02518081665039,
334
- "logps/rejected": -32.41716766357422,
335
- "loss": 3.7491,
336
- "rewards/accuracies": 0.5874999761581421,
337
- "rewards/chosen": 0.2910219728946686,
338
- "rewards/margins": 0.2605269253253937,
339
- "rewards/rejected": 0.03049505315721035,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
- "eval_logits/chosen": 99.1017074584961,
345
- "eval_logits/rejected": 99.0970458984375,
346
- "eval_logps/chosen": -32.42703628540039,
347
- "eval_logps/rejected": -36.04937744140625,
348
- "eval_loss": 2.7964677810668945,
349
- "eval_rewards/accuracies": 0.5282392501831055,
350
- "eval_rewards/chosen": 0.006455874536186457,
351
- "eval_rewards/margins": 0.039595745503902435,
352
- "eval_rewards/rejected": -0.033139873296022415,
353
- "eval_runtime": 103.8428,
354
- "eval_samples_per_second": 3.303,
355
- "eval_steps_per_second": 0.414,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
- "grad_norm": 588.0,
361
  "learning_rate": 2.5453962426402006e-06,
362
- "logits/chosen": 82.32527923583984,
363
- "logits/rejected": 82.2273178100586,
364
- "logps/chosen": -33.264827728271484,
365
- "logps/rejected": -34.95970153808594,
366
- "loss": 2.4885,
367
- "rewards/accuracies": 0.6499999761581421,
368
- "rewards/chosen": 0.2723545730113983,
369
- "rewards/margins": 0.2617969214916229,
370
- "rewards/rejected": 0.010557657107710838,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
- "grad_norm": 328.0,
376
  "learning_rate": 2.3185646976551794e-06,
377
- "logits/chosen": 84.34782409667969,
378
- "logits/rejected": 84.42643737792969,
379
- "logps/chosen": -31.27395248413086,
380
- "logps/rejected": -30.698680877685547,
381
- "loss": 2.8757,
382
- "rewards/accuracies": 0.699999988079071,
383
- "rewards/chosen": 0.27000054717063904,
384
- "rewards/margins": 0.25789040327072144,
385
- "rewards/rejected": 0.012110118754208088,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
- "grad_norm": 274.0,
391
  "learning_rate": 2.0932279108998323e-06,
392
- "logits/chosen": 81.63847351074219,
393
- "logits/rejected": 81.70894622802734,
394
- "logps/chosen": -32.306007385253906,
395
- "logps/rejected": -34.033103942871094,
396
- "loss": 3.5257,
397
- "rewards/accuracies": 0.637499988079071,
398
- "rewards/chosen": 0.19989387691020966,
399
- "rewards/margins": 0.20827460289001465,
400
- "rewards/rejected": -0.008380698040127754,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
- "grad_norm": 404.0,
406
  "learning_rate": 1.8712423238279358e-06,
407
- "logits/chosen": 84.00340270996094,
408
- "logits/rejected": 84.26656341552734,
409
- "logps/chosen": -30.941274642944336,
410
- "logps/rejected": -31.65194320678711,
411
- "loss": 2.3257,
412
- "rewards/accuracies": 0.7124999761581421,
413
- "rewards/chosen": 0.29871702194213867,
414
- "rewards/margins": 0.3466779887676239,
415
- "rewards/rejected": -0.047960974276065826,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
- "grad_norm": 324.0,
421
  "learning_rate": 1.6544367689701824e-06,
422
- "logits/chosen": 82.73006439208984,
423
- "logits/rejected": 82.80888366699219,
424
- "logps/chosen": -27.05695152282715,
425
- "logps/rejected": -29.929241180419922,
426
- "loss": 2.6343,
427
- "rewards/accuracies": 0.637499988079071,
428
- "rewards/chosen": 0.21557846665382385,
429
- "rewards/margins": 0.226979061961174,
430
- "rewards/rejected": -0.011400607414543629,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
- "grad_norm": 516.0,
436
  "learning_rate": 1.4445974030621963e-06,
437
- "logits/chosen": 80.12226104736328,
438
- "logits/rejected": 80.24698638916016,
439
- "logps/chosen": -31.07294273376465,
440
- "logps/rejected": -35.9581184387207,
441
- "loss": 2.354,
442
- "rewards/accuracies": 0.574999988079071,
443
- "rewards/chosen": 0.19522134959697723,
444
- "rewards/margins": 0.13781873881816864,
445
- "rewards/rejected": 0.057402610778808594,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
- "grad_norm": 344.0,
451
  "learning_rate": 1.243452991757889e-06,
452
- "logits/chosen": 79.53446960449219,
453
- "logits/rejected": 79.55906677246094,
454
- "logps/chosen": -30.89791488647461,
455
- "logps/rejected": -31.486038208007812,
456
- "loss": 3.2552,
457
- "rewards/accuracies": 0.675000011920929,
458
- "rewards/chosen": 0.3524041175842285,
459
- "rewards/margins": 0.3446514904499054,
460
- "rewards/rejected": 0.007752613630145788,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
- "grad_norm": 576.0,
466
  "learning_rate": 1.0526606671603523e-06,
467
- "logits/chosen": 81.95085144042969,
468
- "logits/rejected": 81.75164031982422,
469
- "logps/chosen": -31.267623901367188,
470
- "logps/rejected": -29.534778594970703,
471
- "loss": 3.0829,
472
- "rewards/accuracies": 0.675000011920929,
473
- "rewards/chosen": 0.2169070690870285,
474
- "rewards/margins": 0.16402050852775574,
475
- "rewards/rejected": 0.05288654565811157,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
- "grad_norm": 294.0,
481
  "learning_rate": 8.737922755071455e-07,
482
- "logits/chosen": 82.23690795898438,
483
- "logits/rejected": 82.1518325805664,
484
- "logps/chosen": -33.551673889160156,
485
- "logps/rejected": -31.901935577392578,
486
- "loss": 2.7131,
487
- "rewards/accuracies": 0.6000000238418579,
488
- "rewards/chosen": 0.2210315465927124,
489
- "rewards/margins": 0.17505864799022675,
490
- "rewards/rejected": 0.04597286507487297,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
- "grad_norm": 414.0,
496
  "learning_rate": 7.08321427484816e-07,
497
- "logits/chosen": 77.79912567138672,
498
- "logits/rejected": 77.8694839477539,
499
- "logps/chosen": -32.68059539794922,
500
- "logps/rejected": -28.930795669555664,
501
- "loss": 2.7187,
502
- "rewards/accuracies": 0.637499988079071,
503
- "rewards/chosen": 0.29004615545272827,
504
- "rewards/margins": 0.22155535221099854,
505
- "rewards/rejected": 0.06849084049463272,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
- "eval_logits/chosen": 99.0815658569336,
511
- "eval_logits/rejected": 99.07491302490234,
512
- "eval_logps/chosen": -32.308189392089844,
513
- "eval_logps/rejected": -35.85464859008789,
514
- "eval_loss": 2.8584375381469727,
515
- "eval_rewards/accuracies": 0.5340532064437866,
516
- "eval_rewards/chosen": 0.05399530008435249,
517
- "eval_rewards/margins": 0.009244211949408054,
518
- "eval_rewards/rejected": 0.044751089066267014,
519
- "eval_runtime": 103.9675,
520
- "eval_samples_per_second": 3.299,
521
  "eval_steps_per_second": 0.414,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 0.81,
526
- "grad_norm": 340.0,
527
  "learning_rate": 5.576113578589035e-07,
528
- "logits/chosen": 84.72640228271484,
529
- "logits/rejected": 84.76838684082031,
530
- "logps/chosen": -30.20013999938965,
531
- "logps/rejected": -32.10908889770508,
532
- "loss": 3.4161,
533
- "rewards/accuracies": 0.6875,
534
- "rewards/chosen": 0.26535817980766296,
535
- "rewards/margins": 0.22908934950828552,
536
- "rewards/rejected": 0.03626886010169983,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
- "grad_norm": 466.0,
542
  "learning_rate": 4.229036944380913e-07,
543
- "logits/chosen": 82.32220458984375,
544
- "logits/rejected": 82.32237243652344,
545
- "logps/chosen": -30.7983341217041,
546
- "logps/rejected": -28.84746742248535,
547
- "loss": 4.1511,
548
- "rewards/accuracies": 0.612500011920929,
549
- "rewards/chosen": 0.3200904428958893,
550
- "rewards/margins": 0.2912808060646057,
551
- "rewards/rejected": 0.028809573501348495,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
- "grad_norm": 340.0,
557
  "learning_rate": 3.053082288996112e-07,
558
- "logits/chosen": 79.7364501953125,
559
- "logits/rejected": 79.77400207519531,
560
- "logps/chosen": -29.450759887695312,
561
- "logps/rejected": -32.553932189941406,
562
- "loss": 2.6103,
563
- "rewards/accuracies": 0.6625000238418579,
564
- "rewards/chosen": 0.36073851585388184,
565
- "rewards/margins": 0.3283671438694,
566
- "rewards/rejected": 0.0323713943362236,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
- "grad_norm": 382.0,
572
  "learning_rate": 2.0579377374915805e-07,
573
- "logits/chosen": 83.68680572509766,
574
- "logits/rejected": 83.69349670410156,
575
- "logps/chosen": -32.394351959228516,
576
- "logps/rejected": -33.24668502807617,
577
- "loss": 3.0897,
578
- "rewards/accuracies": 0.637499988079071,
579
- "rewards/chosen": 0.32711952924728394,
580
- "rewards/margins": 0.2783169746398926,
581
- "rewards/rejected": 0.04880258068442345,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
- "grad_norm": 166.0,
587
  "learning_rate": 1.2518018074041684e-07,
588
- "logits/chosen": 82.930419921875,
589
- "logits/rejected": 82.9115219116211,
590
- "logps/chosen": -32.881385803222656,
591
- "logps/rejected": -33.06855010986328,
592
- "loss": 2.0393,
593
- "rewards/accuracies": 0.675000011920929,
594
- "rewards/chosen": 0.30494141578674316,
595
- "rewards/margins": 0.29564136266708374,
596
- "rewards/rejected": 0.00930009689182043,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
- "grad_norm": 179.0,
602
  "learning_rate": 6.41315865106129e-08,
603
- "logits/chosen": 84.22169494628906,
604
- "logits/rejected": 84.2500991821289,
605
- "logps/chosen": -28.731342315673828,
606
- "logps/rejected": -31.580791473388672,
607
- "loss": 2.2528,
608
- "rewards/accuracies": 0.6499999761581421,
609
- "rewards/chosen": 0.3283465504646301,
610
- "rewards/margins": 0.30072346329689026,
611
- "rewards/rejected": 0.027623046189546585,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
- "grad_norm": 472.0,
617
  "learning_rate": 2.3150941078050325e-08,
618
- "logits/chosen": 83.67330932617188,
619
- "logits/rejected": 83.69649505615234,
620
- "logps/chosen": -32.3766975402832,
621
- "logps/rejected": -35.0659065246582,
622
- "loss": 3.2317,
623
- "rewards/accuracies": 0.5625,
624
- "rewards/chosen": 0.19978591799736023,
625
- "rewards/margins": 0.18239986896514893,
626
- "rewards/rejected": 0.017386028543114662,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
- "grad_norm": 324.0,
632
  "learning_rate": 2.575864278703266e-09,
633
- "logits/chosen": 77.76484680175781,
634
- "logits/rejected": 77.6435546875,
635
- "logps/chosen": -29.995555877685547,
636
- "logps/rejected": -28.028635025024414,
637
- "loss": 2.7989,
638
- "rewards/accuracies": 0.5375000238418579,
639
- "rewards/chosen": 0.23222878575325012,
640
- "rewards/margins": 0.17945319414138794,
641
- "rewards/rejected": 0.05277556926012039,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
- "train_loss": 2.828607769755574,
649
- "train_runtime": 2555.3286,
650
- "train_samples_per_second": 1.205,
651
  "train_steps_per_second": 0.151
652
  }
653
  ],
 
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
+ "grad_norm": 1312.0,
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": 25.0,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
22
  "rewards/margins": 0.0,
 
25
  },
26
  {
27
  "epoch": 0.03,
28
+ "grad_norm": 1168.0,
29
  "learning_rate": 1.282051282051282e-06,
30
+ "logits/chosen": 81.08999633789062,
31
+ "logits/rejected": 80.79169464111328,
32
+ "logps/chosen": -34.18925094604492,
33
+ "logps/rejected": -33.03681945800781,
34
+ "loss": 24.3423,
35
+ "rewards/accuracies": 0.4722222089767456,
36
+ "rewards/chosen": 0.005247864406555891,
37
+ "rewards/margins": 0.0130887096747756,
38
+ "rewards/rejected": -0.007840845733880997,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
+ "grad_norm": 1032.0,
44
  "learning_rate": 2.564102564102564e-06,
45
+ "logits/chosen": 80.66268157958984,
46
+ "logits/rejected": 80.54837799072266,
47
+ "logps/chosen": -33.62754821777344,
48
+ "logps/rejected": -30.786510467529297,
49
+ "loss": 25.2801,
50
+ "rewards/accuracies": 0.48750001192092896,
51
+ "rewards/chosen": 0.006235760636627674,
52
+ "rewards/margins": 0.007138081826269627,
53
+ "rewards/rejected": -0.0009023217717185616,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
+ "grad_norm": 1200.0,
59
  "learning_rate": 3.846153846153847e-06,
60
+ "logits/chosen": 82.51216888427734,
61
+ "logits/rejected": 82.54035949707031,
62
+ "logps/chosen": -33.695411682128906,
63
+ "logps/rejected": -31.29660415649414,
64
+ "loss": 24.6437,
65
  "rewards/accuracies": 0.48750001192092896,
66
+ "rewards/chosen": 0.03174129128456116,
67
+ "rewards/margins": 0.01901828870177269,
68
+ "rewards/rejected": 0.012723001651465893,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
+ "grad_norm": 1144.0,
74
  "learning_rate": 4.999896948438434e-06,
75
+ "logits/chosen": 81.04322814941406,
76
+ "logits/rejected": 81.03800964355469,
77
+ "logps/chosen": -32.80583572387695,
78
+ "logps/rejected": -33.2043571472168,
79
+ "loss": 24.7349,
80
+ "rewards/accuracies": 0.574999988079071,
81
+ "rewards/chosen": 0.03682267293334007,
82
+ "rewards/margins": 0.020405994728207588,
83
+ "rewards/rejected": 0.016416678205132484,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
+ "grad_norm": 948.0,
89
  "learning_rate": 4.987541037542187e-06,
90
+ "logits/chosen": 78.70301055908203,
91
+ "logits/rejected": 78.71062469482422,
92
+ "logps/chosen": -30.72637367248535,
93
+ "logps/rejected": -30.724206924438477,
94
+ "loss": 26.36,
95
+ "rewards/accuracies": 0.5,
96
+ "rewards/chosen": 0.04788754880428314,
97
+ "rewards/margins": 0.012979410588741302,
98
+ "rewards/rejected": 0.03490813449025154,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
+ "grad_norm": 968.0,
104
  "learning_rate": 4.954691471941119e-06,
105
+ "logits/chosen": 83.19561767578125,
106
+ "logits/rejected": 83.24873352050781,
107
+ "logps/chosen": -30.971267700195312,
108
+ "logps/rejected": -29.551761627197266,
109
+ "loss": 25.0468,
110
+ "rewards/accuracies": 0.5249999761581421,
111
+ "rewards/chosen": 0.020389318466186523,
112
+ "rewards/margins": 0.016513368114829063,
113
+ "rewards/rejected": 0.0038759508170187473,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
+ "grad_norm": 1552.0,
119
  "learning_rate": 4.901618883413549e-06,
120
+ "logits/chosen": 83.78221130371094,
121
+ "logits/rejected": 83.81100463867188,
122
+ "logps/chosen": -30.479488372802734,
123
+ "logps/rejected": -33.11530303955078,
124
+ "loss": 24.2453,
125
+ "rewards/accuracies": 0.5375000238418579,
126
+ "rewards/chosen": 0.01495352853089571,
127
+ "rewards/margins": 0.02271350473165512,
128
+ "rewards/rejected": -0.007759974803775549,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
+ "grad_norm": 1104.0,
134
  "learning_rate": 4.828760511501322e-06,
135
+ "logits/chosen": 81.36155700683594,
136
+ "logits/rejected": 81.35380554199219,
137
+ "logps/chosen": -31.37007713317871,
138
+ "logps/rejected": -30.98931884765625,
139
+ "loss": 23.0324,
140
+ "rewards/accuracies": 0.574999988079071,
141
+ "rewards/chosen": 0.013486603274941444,
142
+ "rewards/margins": 0.03665385767817497,
143
+ "rewards/rejected": -0.023167254403233528,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
+ "grad_norm": 1120.0,
149
  "learning_rate": 4.7367166013034295e-06,
150
+ "logits/chosen": 78.11141967773438,
151
+ "logits/rejected": 78.0789794921875,
152
+ "logps/chosen": -32.44235610961914,
153
+ "logps/rejected": -31.213552474975586,
154
+ "loss": 22.8826,
155
+ "rewards/accuracies": 0.5874999761581421,
156
+ "rewards/chosen": 0.01958216354250908,
157
+ "rewards/margins": 0.0457901768386364,
158
+ "rewards/rejected": -0.02620801329612732,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
+ "grad_norm": 1056.0,
164
  "learning_rate": 4.626245458345211e-06,
165
+ "logits/chosen": 83.38008117675781,
166
+ "logits/rejected": 83.412841796875,
167
+ "logps/chosen": -34.02827072143555,
168
+ "logps/rejected": -31.858572006225586,
169
+ "loss": 23.2882,
170
+ "rewards/accuracies": 0.625,
171
+ "rewards/chosen": 0.027672046795487404,
172
+ "rewards/margins": 0.038474611937999725,
173
+ "rewards/rejected": -0.010802562348544598,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
+ "eval_logits/chosen": 98.75923156738281,
179
+ "eval_logits/rejected": 98.74642181396484,
180
+ "eval_logps/chosen": -32.47222137451172,
181
+ "eval_logps/rejected": -36.06691360473633,
182
+ "eval_loss": 25.671157836914062,
183
+ "eval_rewards/accuracies": 0.5228405594825745,
184
+ "eval_rewards/chosen": -0.0029044141992926598,
185
+ "eval_rewards/margins": 0.0071340943686664104,
186
+ "eval_rewards/rejected": -0.010038508102297783,
187
+ "eval_runtime": 104.2457,
188
+ "eval_samples_per_second": 3.29,
189
+ "eval_steps_per_second": 0.412,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.29,
194
+ "grad_norm": 1528.0,
195
  "learning_rate": 4.498257201263691e-06,
196
+ "logits/chosen": 83.55766296386719,
197
+ "logits/rejected": 83.4551010131836,
198
+ "logps/chosen": -32.478965759277344,
199
+ "logps/rejected": -32.80836486816406,
200
+ "loss": 21.9052,
201
+ "rewards/accuracies": 0.625,
202
+ "rewards/chosen": 0.05438382551074028,
203
+ "rewards/margins": 0.06963126361370087,
204
+ "rewards/rejected": -0.015247439965605736,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
+ "grad_norm": 1504.0,
210
  "learning_rate": 4.353806263777678e-06,
211
+ "logits/chosen": 83.767822265625,
212
+ "logits/rejected": 83.86802673339844,
213
+ "logps/chosen": -28.277118682861328,
214
+ "logps/rejected": -35.63311004638672,
215
+ "loss": 20.22,
216
+ "rewards/accuracies": 0.675000011920929,
217
+ "rewards/chosen": 0.06524648517370224,
218
+ "rewards/margins": 0.08264312148094177,
219
+ "rewards/rejected": -0.01739663816988468,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
+ "grad_norm": 956.0,
225
  "learning_rate": 4.1940827077152755e-06,
226
+ "logits/chosen": 80.87911224365234,
227
+ "logits/rejected": 80.89720153808594,
228
+ "logps/chosen": -30.450307846069336,
229
+ "logps/rejected": -32.20357131958008,
230
+ "loss": 20.9442,
231
+ "rewards/accuracies": 0.675000011920929,
232
+ "rewards/chosen": 0.04570445418357849,
233
+ "rewards/margins": 0.07289845496416092,
234
+ "rewards/rejected": -0.02719399705529213,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
+ "grad_norm": 740.0,
240
  "learning_rate": 4.0204024186666215e-06,
241
+ "logits/chosen": 82.11528778076172,
242
+ "logits/rejected": 82.12232971191406,
243
+ "logps/chosen": -27.089996337890625,
244
+ "logps/rejected": -33.013877868652344,
245
+ "loss": 20.3465,
246
+ "rewards/accuracies": 0.6625000238418579,
247
+ "rewards/chosen": 0.035732947289943695,
248
+ "rewards/margins": 0.09478302299976349,
249
+ "rewards/rejected": -0.059050071984529495,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
+ "grad_norm": 948.0,
255
  "learning_rate": 3.834196265035119e-06,
256
+ "logits/chosen": 80.63235473632812,
257
+ "logits/rejected": 80.60447692871094,
258
+ "logps/chosen": -28.92165756225586,
259
+ "logps/rejected": -33.14097213745117,
260
+ "loss": 18.7455,
261
+ "rewards/accuracies": 0.7749999761581421,
262
+ "rewards/chosen": 0.04674536734819412,
263
+ "rewards/margins": 0.10419263690710068,
264
+ "rewards/rejected": -0.05744727700948715,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
+ "grad_norm": 1664.0,
270
  "learning_rate": 3.636998309800573e-06,
271
+ "logits/chosen": 82.47834777832031,
272
+ "logits/rejected": 82.48927307128906,
273
+ "logps/chosen": -33.57959747314453,
274
+ "logps/rejected": -30.44466209411621,
275
+ "loss": 21.1798,
276
+ "rewards/accuracies": 0.7124999761581421,
277
+ "rewards/chosen": 0.055715084075927734,
278
+ "rewards/margins": 0.10492750257253647,
279
+ "rewards/rejected": -0.049212418496608734,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
+ "grad_norm": 1152.0,
285
  "learning_rate": 3.4304331721118078e-06,
286
+ "logits/chosen": 83.31620788574219,
287
+ "logits/rejected": 83.2592544555664,
288
+ "logps/chosen": -30.965845108032227,
289
+ "logps/rejected": -32.591552734375,
290
+ "loss": 21.522,
291
+ "rewards/accuracies": 0.625,
292
+ "rewards/chosen": 0.02934456244111061,
293
+ "rewards/margins": 0.08649395406246185,
294
+ "rewards/rejected": -0.057149387896060944,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
+ "grad_norm": 896.0,
300
  "learning_rate": 3.2162026428305436e-06,
301
+ "logits/chosen": 80.9317626953125,
302
+ "logits/rejected": 80.91111755371094,
303
+ "logps/chosen": -30.60970687866211,
304
+ "logps/rejected": -31.63262939453125,
305
+ "loss": 18.9358,
306
+ "rewards/accuracies": 0.675000011920929,
307
+ "rewards/chosen": 0.058744143694639206,
308
+ "rewards/margins": 0.10628656297922134,
309
+ "rewards/rejected": -0.04754243046045303,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
+ "grad_norm": 620.0,
315
  "learning_rate": 2.996071664294641e-06,
316
+ "logits/chosen": 82.61732482910156,
317
+ "logits/rejected": 82.6050033569336,
318
+ "logps/chosen": -30.360843658447266,
319
+ "logps/rejected": -30.71734619140625,
320
+ "loss": 23.6279,
321
+ "rewards/accuracies": 0.637499988079071,
322
+ "rewards/chosen": 0.04055742174386978,
323
+ "rewards/margins": 0.06548986583948135,
324
+ "rewards/rejected": -0.024932442232966423,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
+ "grad_norm": 700.0,
330
  "learning_rate": 2.7718537898066833e-06,
331
+ "logits/chosen": 78.06134033203125,
332
+ "logits/rejected": 78.00863647460938,
333
+ "logps/chosen": -33.79378890991211,
334
+ "logps/rejected": -32.66465377807617,
335
+ "loss": 20.2659,
336
+ "rewards/accuracies": 0.699999988079071,
337
+ "rewards/chosen": 0.09589491784572601,
338
+ "rewards/margins": 0.1130196675658226,
339
+ "rewards/rejected": -0.017124753445386887,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
+ "eval_logits/chosen": 98.65145874023438,
345
+ "eval_logits/rejected": 98.6263427734375,
346
+ "eval_logps/chosen": -32.57748031616211,
347
+ "eval_logps/rejected": -36.30455017089844,
348
+ "eval_loss": 24.828882217407227,
349
+ "eval_rewards/accuracies": 0.5340532064437866,
350
+ "eval_rewards/chosen": -0.013430174440145493,
351
+ "eval_rewards/margins": 0.020371900871396065,
352
+ "eval_rewards/rejected": -0.03380206972360611,
353
+ "eval_runtime": 104.0575,
354
+ "eval_samples_per_second": 3.296,
355
+ "eval_steps_per_second": 0.413,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
+ "grad_norm": 1320.0,
361
  "learning_rate": 2.5453962426402006e-06,
362
+ "logits/chosen": 80.6713638305664,
363
+ "logits/rejected": 80.57633972167969,
364
+ "logps/chosen": -33.16452407836914,
365
+ "logps/rejected": -35.397491455078125,
366
+ "loss": 18.2607,
367
+ "rewards/accuracies": 0.7749999761581421,
368
+ "rewards/chosen": 0.07811959832906723,
369
+ "rewards/margins": 0.11925957351922989,
370
+ "rewards/rejected": -0.04113996401429176,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
+ "grad_norm": 652.0,
376
  "learning_rate": 2.3185646976551794e-06,
377
+ "logits/chosen": 82.79257202148438,
378
+ "logits/rejected": 82.88256072998047,
379
+ "logps/chosen": -30.9622859954834,
380
+ "logps/rejected": -31.26416015625,
381
+ "loss": 16.5714,
382
+ "rewards/accuracies": 0.7749999761581421,
383
+ "rewards/chosen": 0.09866676479578018,
384
+ "rewards/margins": 0.15218719840049744,
385
+ "rewards/rejected": -0.053520433604717255,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
+ "grad_norm": 1144.0,
391
  "learning_rate": 2.0932279108998323e-06,
392
+ "logits/chosen": 79.95256042480469,
393
+ "logits/rejected": 80.00727844238281,
394
+ "logps/chosen": -32.26613235473633,
395
+ "logps/rejected": -34.29724884033203,
396
+ "loss": 21.5779,
397
+ "rewards/accuracies": 0.625,
398
+ "rewards/chosen": 0.05396091938018799,
399
+ "rewards/margins": 0.08247107267379761,
400
+ "rewards/rejected": -0.028510143980383873,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
+ "grad_norm": 856.0,
406
  "learning_rate": 1.8712423238279358e-06,
407
+ "logits/chosen": 82.29564666748047,
408
+ "logits/rejected": 82.59175109863281,
409
+ "logps/chosen": -30.715564727783203,
410
+ "logps/rejected": -31.892749786376953,
411
+ "loss": 16.3789,
412
+ "rewards/accuracies": 0.762499988079071,
413
+ "rewards/chosen": 0.0972500815987587,
414
+ "rewards/margins": 0.13332059979438782,
415
+ "rewards/rejected": -0.03607049956917763,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
+ "grad_norm": 1000.0,
421
  "learning_rate": 1.6544367689701824e-06,
422
+ "logits/chosen": 80.96902465820312,
423
+ "logits/rejected": 81.0352554321289,
424
+ "logps/chosen": -26.926239013671875,
425
+ "logps/rejected": -30.266109466552734,
426
+ "loss": 20.1404,
427
+ "rewards/accuracies": 0.675000011920929,
428
+ "rewards/chosen": 0.066965751349926,
429
+ "rewards/margins": 0.10350307077169418,
430
+ "rewards/rejected": -0.03653731197118759,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
+ "grad_norm": 1064.0,
436
  "learning_rate": 1.4445974030621963e-06,
437
+ "logits/chosen": 78.25106048583984,
438
+ "logits/rejected": 78.37794494628906,
439
+ "logps/chosen": -30.432825088500977,
440
+ "logps/rejected": -36.55792999267578,
441
+ "loss": 15.8988,
442
+ "rewards/accuracies": 0.800000011920929,
443
+ "rewards/chosen": 0.11281673610210419,
444
+ "rewards/margins": 0.158446803689003,
445
+ "rewards/rejected": -0.0456300750374794,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
+ "grad_norm": 708.0,
451
  "learning_rate": 1.243452991757889e-06,
452
+ "logits/chosen": 77.56661224365234,
453
+ "logits/rejected": 77.58919525146484,
454
+ "logps/chosen": -30.973047256469727,
455
+ "logps/rejected": -31.90987777709961,
456
+ "loss": 18.1036,
457
+ "rewards/accuracies": 0.6875,
458
+ "rewards/chosen": 0.08058776706457138,
459
+ "rewards/margins": 0.1210336685180664,
460
+ "rewards/rejected": -0.040445905178785324,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
+ "grad_norm": 1056.0,
466
  "learning_rate": 1.0526606671603523e-06,
467
+ "logits/chosen": 80.2997817993164,
468
+ "logits/rejected": 80.07062530517578,
469
+ "logps/chosen": -31.0832576751709,
470
+ "logps/rejected": -29.884586334228516,
471
+ "loss": 22.0775,
472
+ "rewards/accuracies": 0.7250000238418579,
473
+ "rewards/chosen": 0.07266353815793991,
474
+ "rewards/margins": 0.0944225937128067,
475
+ "rewards/rejected": -0.021759048104286194,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
+ "grad_norm": 808.0,
481
  "learning_rate": 8.737922755071455e-07,
482
+ "logits/chosen": 80.42820739746094,
483
+ "logits/rejected": 80.34810638427734,
484
+ "logps/chosen": -33.01291275024414,
485
+ "logps/rejected": -32.72394561767578,
486
+ "loss": 15.1146,
487
+ "rewards/accuracies": 0.800000011920929,
488
+ "rewards/chosen": 0.10913344472646713,
489
+ "rewards/margins": 0.17984186112880707,
490
+ "rewards/rejected": -0.07070842385292053,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
+ "grad_norm": 1072.0,
496
  "learning_rate": 7.08321427484816e-07,
497
+ "logits/chosen": 76.04508209228516,
498
+ "logits/rejected": 76.13191986083984,
499
+ "logps/chosen": -32.2183952331543,
500
+ "logps/rejected": -29.19476890563965,
501
+ "loss": 20.0695,
502
+ "rewards/accuracies": 0.625,
503
+ "rewards/chosen": 0.11873127520084381,
504
+ "rewards/margins": 0.12800584733486176,
505
+ "rewards/rejected": -0.009274585172533989,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
+ "eval_logits/chosen": 98.68071746826172,
511
+ "eval_logits/rejected": 98.6502685546875,
512
+ "eval_logps/chosen": -32.66925811767578,
513
+ "eval_logps/rejected": -36.280174255371094,
514
+ "eval_loss": 26.15445899963379,
515
+ "eval_rewards/accuracies": 0.5307309031486511,
516
+ "eval_rewards/chosen": -0.022608023136854172,
517
+ "eval_rewards/margins": 0.008756463415920734,
518
+ "eval_rewards/rejected": -0.03136448562145233,
519
+ "eval_runtime": 103.8063,
520
+ "eval_samples_per_second": 3.304,
521
  "eval_steps_per_second": 0.414,
522
  "step": 300
523
  },
524
  {
525
  "epoch": 0.81,
526
+ "grad_norm": 1136.0,
527
  "learning_rate": 5.576113578589035e-07,
528
+ "logits/chosen": 83.16893005371094,
529
+ "logits/rejected": 83.19877624511719,
530
+ "logps/chosen": -30.013708114624023,
531
+ "logps/rejected": -32.592529296875,
532
+ "loss": 18.2229,
533
+ "rewards/accuracies": 0.824999988079071,
534
+ "rewards/chosen": 0.08498243242502213,
535
+ "rewards/margins": 0.12425950914621353,
536
+ "rewards/rejected": -0.039277076721191406,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
+ "grad_norm": 596.0,
542
  "learning_rate": 4.229036944380913e-07,
543
+ "logits/chosen": 80.65386199951172,
544
+ "logits/rejected": 80.6548080444336,
545
+ "logps/chosen": -30.399967193603516,
546
+ "logps/rejected": -29.175945281982422,
547
+ "loss": 16.3256,
548
+ "rewards/accuracies": 0.737500011920929,
549
+ "rewards/chosen": 0.11985927820205688,
550
+ "rewards/margins": 0.1455042064189911,
551
+ "rewards/rejected": -0.025644922628998756,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
+ "grad_norm": 604.0,
557
  "learning_rate": 3.053082288996112e-07,
558
+ "logits/chosen": 77.81417846679688,
559
+ "logits/rejected": 77.8701171875,
560
+ "logps/chosen": -29.092737197875977,
561
+ "logps/rejected": -33.01492691040039,
562
+ "loss": 15.6194,
563
+ "rewards/accuracies": 0.7749999761581421,
564
+ "rewards/chosen": 0.12598693370819092,
565
+ "rewards/margins": 0.16399319469928741,
566
+ "rewards/rejected": -0.0380062535405159,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
+ "grad_norm": 1384.0,
572
  "learning_rate": 2.0579377374915805e-07,
573
+ "logits/chosen": 82.1661376953125,
574
+ "logits/rejected": 82.20028686523438,
575
+ "logps/chosen": -32.25991439819336,
576
+ "logps/rejected": -33.82966995239258,
577
+ "loss": 18.1168,
578
+ "rewards/accuracies": 0.7124999761581421,
579
+ "rewards/chosen": 0.09522315859794617,
580
+ "rewards/margins": 0.1413211077451706,
581
+ "rewards/rejected": -0.04609795659780502,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
+ "grad_norm": 736.0,
587
  "learning_rate": 1.2518018074041684e-07,
588
+ "logits/chosen": 81.15172576904297,
589
+ "logits/rejected": 81.16615295410156,
590
+ "logps/chosen": -32.44929504394531,
591
+ "logps/rejected": -33.39020919799805,
592
+ "loss": 17.9927,
593
+ "rewards/accuracies": 0.737500011920929,
594
+ "rewards/chosen": 0.11944446712732315,
595
+ "rewards/margins": 0.14928530156612396,
596
+ "rewards/rejected": -0.029840845614671707,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
+ "grad_norm": 832.0,
602
  "learning_rate": 6.41315865106129e-08,
603
+ "logits/chosen": 82.63230895996094,
604
+ "logits/rejected": 82.66060638427734,
605
+ "logps/chosen": -28.42384910583496,
606
+ "logps/rejected": -31.795475006103516,
607
+ "loss": 17.9341,
608
+ "rewards/accuracies": 0.675000011920929,
609
+ "rewards/chosen": 0.11283614486455917,
610
+ "rewards/margins": 0.12739871442317963,
611
+ "rewards/rejected": -0.014562586322426796,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
+ "grad_norm": 900.0,
617
  "learning_rate": 2.3150941078050325e-08,
618
+ "logits/chosen": 82.10162353515625,
619
+ "logits/rejected": 82.12476348876953,
620
+ "logps/chosen": -31.836299896240234,
621
+ "logps/rejected": -35.486595153808594,
622
+ "loss": 19.9538,
623
+ "rewards/accuracies": 0.6625000238418579,
624
+ "rewards/chosen": 0.10398608446121216,
625
+ "rewards/margins": 0.14170874655246735,
626
+ "rewards/rejected": -0.03772266209125519,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
+ "grad_norm": 888.0,
632
  "learning_rate": 2.575864278703266e-09,
633
+ "logits/chosen": 76.01589965820312,
634
+ "logits/rejected": 75.89103698730469,
635
+ "logps/chosen": -29.72897720336914,
636
+ "logps/rejected": -28.481863021850586,
637
+ "loss": 18.4584,
638
+ "rewards/accuracies": 0.7124999761581421,
639
+ "rewards/chosen": 0.08471504598855972,
640
+ "rewards/margins": 0.11684386432170868,
641
+ "rewards/rejected": -0.03212881088256836,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
+ "train_loss": 20.413429577319654,
649
+ "train_runtime": 2557.2601,
650
+ "train_samples_per_second": 1.204,
651
  "train_steps_per_second": 0.151
652
  }
653
  ],