hugodk-sch commited on
Commit
1aff0c5
1 Parent(s): 1ef5ee4

Model save

Browse files
Files changed (5) hide show
  1. README.md +14 -16
  2. adapter_model.safetensors +1 -1
  3. all_results.json +4 -17
  4. train_results.json +4 -4
  5. trainer_state.json +418 -418
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: 0.7822
24
- - Rewards/chosen: -0.1005
25
- - Rewards/rejected: -0.2047
26
- - Rewards/accuracies: 0.5249
27
- - Rewards/margins: 0.1042
28
- - Logps/rejected: -36.2224
29
- - Logps/chosen: -32.5688
30
- - Logits/rejected: 98.7467
31
- - Logits/chosen: 98.7645
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
- | 0.7017 | 0.26 | 100 | 0.8030 | -0.0408 | -0.0544 | 0.5137 | 0.0136 | -36.0346 | -32.4942 | 98.7637 | 98.7765 |
67
- | 0.6236 | 0.52 | 200 | 0.7719 | -0.1720 | -0.2931 | 0.5216 | 0.1211 | -36.3329 | -32.6582 | 98.7039 | 98.7271 |
68
- | 0.5655 | 0.78 | 300 | 0.7744 | -0.0855 | -0.2061 | 0.5428 | 0.1206 | -36.2242 | -32.5501 | 98.7517 | 98.7722 |
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: 0.7290
22
+ - Rewards/chosen: -0.1187
23
+ - Rewards/rejected: -0.1591
24
+ - Rewards/accuracies: 0.5453
25
+ - Rewards/margins: 0.0404
26
+ - Logps/rejected: -36.2848
27
+ - Logps/chosen: -32.6805
28
+ - Logits/rejected: 98.5351
29
+ - Logits/chosen: 98.5572
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
+ | 0.6859 | 0.26 | 100 | 0.7229 | -0.0559 | -0.0850 | 0.5282 | 0.0290 | -36.1364 | -32.5550 | 98.6727 | 98.6826 |
65
+ | 0.5453 | 0.52 | 200 | 0.7068 | -0.1291 | -0.2159 | 0.5332 | 0.0868 | -36.3984 | -32.7014 | 98.4732 | 98.4956 |
66
+ | 0.5511 | 0.78 | 300 | 0.7290 | -0.1187 | -0.1591 | 0.5453 | 0.0404 | -36.2848 | -32.6805 | 98.5351 | 98.5572 |
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:c739e512a4ad39bb3b4d3e837377f2819ba4a6e296af61c74c999df0d4a7f3cb
3
  size 671150064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5c0ea97376da5afb222e6a83a4557406c60f92c0d7ecff04ae353fe63ef5dae6
3
  size 671150064
all_results.json CHANGED
@@ -1,21 +1,8 @@
1
  {
2
  "epoch": 1.0,
3
- "eval_logits/chosen": 98.7645034790039,
4
- "eval_logits/rejected": 98.74665832519531,
5
- "eval_logps/chosen": -32.56877517700195,
6
- "eval_logps/rejected": -36.22236251831055,
7
- "eval_loss": 0.7821906208992004,
8
- "eval_rewards/accuracies": 0.52491694688797,
9
- "eval_rewards/chosen": -0.10047715157270432,
10
- "eval_rewards/margins": 0.1041894406080246,
11
- "eval_rewards/rejected": -0.20466658473014832,
12
- "eval_runtime": 103.6205,
13
- "eval_samples": 343,
14
- "eval_samples_per_second": 3.31,
15
- "eval_steps_per_second": 0.415,
16
- "train_loss": 0.6050039254225694,
17
- "train_runtime": 2556.17,
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": 0.5860598966672823,
4
+ "train_runtime": 2558.949,
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  "train_samples": 3079,
6
+ "train_samples_per_second": 1.203,
7
+ "train_steps_per_second": 0.15
8
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 1.0,
3
- "train_loss": 0.6050039254225694,
4
- "train_runtime": 2556.17,
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": 0.5860598966672823,
4
+ "train_runtime": 2558.949,
5
  "train_samples": 3079,
6
+ "train_samples_per_second": 1.203,
7
+ "train_steps_per_second": 0.15
8
  }
trainer_state.json CHANGED
@@ -10,7 +10,7 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
- "grad_norm": 52.25,
14
  "learning_rate": 1.282051282051282e-07,
15
  "logits/chosen": 88.18099975585938,
16
  "logits/rejected": 88.25153350830078,
@@ -25,630 +25,630 @@
25
  },
26
  {
27
  "epoch": 0.03,
28
- "grad_norm": 40.75,
29
  "learning_rate": 1.282051282051282e-06,
30
- "logits/chosen": 81.06388092041016,
31
- "logits/rejected": 80.76617431640625,
32
- "logps/chosen": -34.315635681152344,
33
- "logps/rejected": -33.083072662353516,
34
- "loss": 0.7277,
35
- "rewards/accuracies": 0.4305555522441864,
36
- "rewards/chosen": -0.05912955477833748,
37
- "rewards/margins": 0.04060414060950279,
38
- "rewards/rejected": -0.09973368048667908,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
- "grad_norm": 36.25,
44
  "learning_rate": 2.564102564102564e-06,
45
- "logits/chosen": 80.6710433959961,
46
- "logits/rejected": 80.55816650390625,
47
- "logps/chosen": -33.6015625,
48
- "logps/rejected": -30.793548583984375,
49
- "loss": 0.724,
50
- "rewards/accuracies": 0.4749999940395355,
51
- "rewards/chosen": 0.07067807018756866,
52
- "rewards/margins": 0.08352533727884293,
53
- "rewards/rejected": -0.012847280129790306,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
- "grad_norm": 48.0,
59
  "learning_rate": 3.846153846153847e-06,
60
- "logits/chosen": 82.53105163574219,
61
- "logits/rejected": 82.56202697753906,
62
- "logps/chosen": -33.846534729003906,
63
- "logps/rejected": -31.217113494873047,
64
- "loss": 0.823,
65
- "rewards/accuracies": 0.44999998807907104,
66
- "rewards/chosen": 0.13303251564502716,
67
- "rewards/margins": -0.03234311193227768,
68
- "rewards/rejected": 0.16537563502788544,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
- "grad_norm": 49.0,
74
  "learning_rate": 4.999896948438434e-06,
75
- "logits/chosen": 81.03451538085938,
76
- "logits/rejected": 81.03263092041016,
77
- "logps/chosen": -32.87987518310547,
78
- "logps/rejected": -33.08030700683594,
79
- "loss": 0.7898,
80
- "rewards/accuracies": 0.5,
81
- "rewards/chosen": 0.2353484332561493,
82
- "rewards/margins": 0.004774211905896664,
83
- "rewards/rejected": 0.23057425022125244,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
- "grad_norm": 37.0,
89
  "learning_rate": 4.987541037542187e-06,
90
- "logits/chosen": 78.62713623046875,
91
- "logits/rejected": 78.64068603515625,
92
- "logps/chosen": -30.693645477294922,
93
- "logps/rejected": -30.871618270874023,
94
- "loss": 0.7362,
95
- "rewards/accuracies": 0.550000011920929,
96
- "rewards/chosen": 0.40928253531455994,
97
- "rewards/margins": 0.24794897437095642,
98
- "rewards/rejected": 0.1613335758447647,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
- "grad_norm": 35.75,
104
  "learning_rate": 4.954691471941119e-06,
105
- "logits/chosen": 83.1414566040039,
106
- "logits/rejected": 83.20195007324219,
107
- "logps/chosen": -30.973648071289062,
108
- "logps/rejected": -29.62088394165039,
109
- "loss": 0.7214,
110
- "rewards/accuracies": 0.5,
111
- "rewards/chosen": 0.16120928525924683,
112
- "rewards/margins": 0.18549844622612,
113
- "rewards/rejected": -0.02428916096687317,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
- "grad_norm": 72.5,
119
  "learning_rate": 4.901618883413549e-06,
120
- "logits/chosen": 83.78003692626953,
121
- "logits/rejected": 83.8111343383789,
122
- "logps/chosen": -30.537906646728516,
123
- "logps/rejected": -33.126197814941406,
124
- "loss": 0.7291,
125
- "rewards/accuracies": 0.612500011920929,
126
- "rewards/chosen": 0.07289580255746841,
127
- "rewards/margins": 0.14368507266044617,
128
- "rewards/rejected": -0.07078926265239716,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
- "grad_norm": 46.25,
134
  "learning_rate": 4.828760511501322e-06,
135
- "logits/chosen": 81.44255065917969,
136
- "logits/rejected": 81.430908203125,
137
- "logps/chosen": -31.439010620117188,
138
- "logps/rejected": -30.995372772216797,
139
- "loss": 0.7039,
140
- "rewards/accuracies": 0.48750001192092896,
141
- "rewards/chosen": 0.0527455098927021,
142
- "rewards/margins": 0.24292418360710144,
143
- "rewards/rejected": -0.19017870724201202,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
- "grad_norm": 61.75,
149
  "learning_rate": 4.7367166013034295e-06,
150
- "logits/chosen": 78.15830993652344,
151
- "logits/rejected": 78.127197265625,
152
- "logps/chosen": -32.702423095703125,
153
- "logps/rejected": -31.252826690673828,
154
- "loss": 0.7773,
155
- "rewards/accuracies": 0.5625,
156
- "rewards/chosen": -0.0513942614197731,
157
- "rewards/margins": 0.18969133496284485,
158
- "rewards/rejected": -0.24108560383319855,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
- "grad_norm": 39.0,
164
  "learning_rate": 4.626245458345211e-06,
165
- "logits/chosen": 83.44832611083984,
166
- "logits/rejected": 83.47621154785156,
167
- "logps/chosen": -34.1397819519043,
168
- "logps/rejected": -31.86690330505371,
169
- "loss": 0.7017,
170
- "rewards/accuracies": 0.574999988079071,
171
- "rewards/chosen": 0.1321648806333542,
172
- "rewards/margins": 0.225250244140625,
173
- "rewards/rejected": -0.09308534860610962,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
- "eval_logits/chosen": 98.7764892578125,
179
- "eval_logits/rejected": 98.76370239257812,
180
- "eval_logps/chosen": -32.49420166015625,
181
- "eval_logps/rejected": -36.03456497192383,
182
- "eval_loss": 0.8030149340629578,
183
- "eval_rewards/accuracies": 0.5137043595314026,
184
- "eval_rewards/chosen": -0.04081834852695465,
185
- "eval_rewards/margins": 0.013612199574708939,
186
- "eval_rewards/rejected": -0.05443055182695389,
187
- "eval_runtime": 104.1164,
188
- "eval_samples_per_second": 3.294,
189
- "eval_steps_per_second": 0.413,
190
  "step": 100
191
  },
192
  {
193
  "epoch": 0.29,
194
- "grad_norm": 48.25,
195
  "learning_rate": 4.498257201263691e-06,
196
- "logits/chosen": 83.67167663574219,
197
- "logits/rejected": 83.56147766113281,
198
- "logps/chosen": -32.48063659667969,
199
- "logps/rejected": -32.763511657714844,
200
- "loss": 0.6258,
201
- "rewards/accuracies": 0.6000000238418579,
202
- "rewards/chosen": 0.43373650312423706,
203
- "rewards/margins": 0.5198318362236023,
204
- "rewards/rejected": -0.08609537780284882,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
- "grad_norm": 53.75,
210
  "learning_rate": 4.353806263777678e-06,
211
- "logits/chosen": 83.80461120605469,
212
- "logits/rejected": 83.91490173339844,
213
- "logps/chosen": -28.273183822631836,
214
- "logps/rejected": -35.56282043457031,
215
- "loss": 0.5439,
216
- "rewards/accuracies": 0.7250000238418579,
217
- "rewards/chosen": 0.5251210927963257,
218
- "rewards/margins": 0.608059287071228,
219
- "rewards/rejected": -0.08293820172548294,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
- "grad_norm": 28.75,
225
  "learning_rate": 4.1940827077152755e-06,
226
- "logits/chosen": 81.06788635253906,
227
- "logits/rejected": 81.09136962890625,
228
- "logps/chosen": -30.509033203125,
229
- "logps/rejected": -32.07707595825195,
230
- "loss": 0.6608,
231
- "rewards/accuracies": 0.5874999761581421,
232
- "rewards/chosen": 0.3186565339565277,
233
- "rewards/margins": 0.4350167214870453,
234
- "rewards/rejected": -0.11636020243167877,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
- "grad_norm": 24.875,
240
  "learning_rate": 4.0204024186666215e-06,
241
- "logits/chosen": 82.33757019042969,
242
- "logits/rejected": 82.34171295166016,
243
- "logps/chosen": -26.971057891845703,
244
- "logps/rejected": -32.84387969970703,
245
- "loss": 0.5554,
246
- "rewards/accuracies": 0.7250000238418579,
247
- "rewards/chosen": 0.38101473450660706,
248
- "rewards/margins": 0.7174161076545715,
249
- "rewards/rejected": -0.33640143275260925,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
- "grad_norm": 30.125,
255
  "learning_rate": 3.834196265035119e-06,
256
- "logits/chosen": 80.85295104980469,
257
- "logits/rejected": 80.82408142089844,
258
- "logps/chosen": -28.91988754272461,
259
- "logps/rejected": -33.04113006591797,
260
- "loss": 0.5578,
261
- "rewards/accuracies": 0.699999988079071,
262
- "rewards/chosen": 0.375379741191864,
263
- "rewards/margins": 0.7550806403160095,
264
- "rewards/rejected": -0.37970098853111267,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
- "grad_norm": 60.5,
270
  "learning_rate": 3.636998309800573e-06,
271
- "logits/chosen": 82.69292449951172,
272
- "logits/rejected": 82.70225524902344,
273
- "logps/chosen": -33.54145050048828,
274
- "logps/rejected": -30.415197372436523,
275
- "loss": 0.6193,
276
- "rewards/accuracies": 0.699999988079071,
277
- "rewards/chosen": 0.4762394428253174,
278
- "rewards/margins": 0.8463689684867859,
279
- "rewards/rejected": -0.37012940645217896,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
- "grad_norm": 30.375,
285
  "learning_rate": 3.4304331721118078e-06,
286
- "logits/chosen": 83.42604064941406,
287
- "logits/rejected": 83.37831115722656,
288
- "logps/chosen": -30.8799991607666,
289
- "logps/rejected": -32.62963104248047,
290
- "loss": 0.5673,
291
- "rewards/accuracies": 0.6625000238418579,
292
- "rewards/chosen": 0.3034316599369049,
293
- "rewards/margins": 0.7910871505737305,
294
- "rewards/rejected": -0.4876554012298584,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
- "grad_norm": 32.0,
300
  "learning_rate": 3.2162026428305436e-06,
301
- "logits/chosen": 80.95600891113281,
302
- "logits/rejected": 80.93622589111328,
303
- "logps/chosen": -30.429906845092773,
304
- "logps/rejected": -31.591838836669922,
305
- "loss": 0.4992,
306
- "rewards/accuracies": 0.737500011920929,
307
- "rewards/chosen": 0.6137940287590027,
308
- "rewards/margins": 0.9614995718002319,
309
- "rewards/rejected": -0.34770551323890686,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
- "grad_norm": 17.25,
315
  "learning_rate": 2.996071664294641e-06,
316
- "logits/chosen": 82.7037124633789,
317
- "logits/rejected": 82.69169616699219,
318
- "logps/chosen": -30.465667724609375,
319
- "logps/rejected": -30.747249603271484,
320
- "loss": 0.7493,
321
- "rewards/accuracies": 0.574999988079071,
322
- "rewards/chosen": 0.24060054123401642,
323
- "rewards/margins": 0.463981568813324,
324
- "rewards/rejected": -0.22338099777698517,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
- "grad_norm": 21.5,
330
  "learning_rate": 2.7718537898066833e-06,
331
- "logits/chosen": 78.2643814086914,
332
- "logits/rejected": 78.21286010742188,
333
- "logps/chosen": -33.79939270019531,
334
- "logps/rejected": -32.67485046386719,
335
- "loss": 0.6236,
336
- "rewards/accuracies": 0.675000011920929,
337
- "rewards/chosen": 0.7626792192459106,
338
- "rewards/margins": 0.9078337550163269,
339
- "rewards/rejected": -0.14515459537506104,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
- "eval_logits/chosen": 98.72710418701172,
345
- "eval_logits/rejected": 98.70391082763672,
346
- "eval_logps/chosen": -32.6581916809082,
347
- "eval_logps/rejected": -36.33292770385742,
348
- "eval_loss": 0.7719493508338928,
349
- "eval_rewards/accuracies": 0.5215947031974792,
350
- "eval_rewards/chosen": -0.17201441526412964,
351
- "eval_rewards/margins": 0.12110573798418045,
352
- "eval_rewards/rejected": -0.2931201457977295,
353
- "eval_runtime": 103.8817,
354
- "eval_samples_per_second": 3.302,
355
  "eval_steps_per_second": 0.414,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
- "grad_norm": 78.5,
361
  "learning_rate": 2.5453962426402006e-06,
362
- "logits/chosen": 80.8266830444336,
363
- "logits/rejected": 80.73197174072266,
364
- "logps/chosen": -33.31422805786133,
365
- "logps/rejected": -35.28189468383789,
366
- "loss": 0.6059,
367
- "rewards/accuracies": 0.6625000238418579,
368
- "rewards/chosen": 0.5051938891410828,
369
- "rewards/margins": 0.7418341636657715,
370
- "rewards/rejected": -0.23664025962352753,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
- "grad_norm": 21.0,
376
  "learning_rate": 2.3185646976551794e-06,
377
- "logits/chosen": 83.00508117675781,
378
- "logits/rejected": 83.09242248535156,
379
- "logps/chosen": -31.03920555114746,
380
- "logps/rejected": -30.981882095336914,
381
- "loss": 0.5212,
382
- "rewards/accuracies": 0.800000011920929,
383
- "rewards/chosen": 0.7277995347976685,
384
- "rewards/margins": 0.930141270160675,
385
- "rewards/rejected": -0.20234176516532898,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
- "grad_norm": 49.25,
391
  "learning_rate": 2.0932279108998323e-06,
392
- "logits/chosen": 80.0581283569336,
393
- "logits/rejected": 80.11595153808594,
394
- "logps/chosen": -32.08351516723633,
395
- "logps/rejected": -34.33815002441406,
396
- "loss": 0.594,
397
  "rewards/accuracies": 0.637499988079071,
398
- "rewards/chosen": 0.5777846574783325,
399
- "rewards/margins": 0.8385850787162781,
400
- "rewards/rejected": -0.26080039143562317,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
- "grad_norm": 28.0,
406
  "learning_rate": 1.8712423238279358e-06,
407
- "logits/chosen": 82.56427001953125,
408
- "logits/rejected": 82.85057830810547,
409
- "logps/chosen": -30.730464935302734,
410
- "logps/rejected": -31.813983917236328,
411
- "loss": 0.4701,
412
- "rewards/accuracies": 0.75,
413
- "rewards/chosen": 0.7660826444625854,
414
- "rewards/margins": 0.9916342496871948,
415
- "rewards/rejected": -0.22555160522460938,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
- "grad_norm": 50.5,
421
  "learning_rate": 1.6544367689701824e-06,
422
- "logits/chosen": 81.2629623413086,
423
- "logits/rejected": 81.32804870605469,
424
- "logps/chosen": -26.856103897094727,
425
- "logps/rejected": -30.107614517211914,
426
- "loss": 0.6072,
427
- "rewards/accuracies": 0.6499999761581421,
428
- "rewards/chosen": 0.5918346047401428,
429
- "rewards/margins": 0.7573351263999939,
430
- "rewards/rejected": -0.1655004471540451,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
- "grad_norm": 36.25,
436
  "learning_rate": 1.4445974030621963e-06,
437
- "logits/chosen": 78.54646301269531,
438
- "logits/rejected": 78.68824768066406,
439
- "logps/chosen": -30.280277252197266,
440
- "logps/rejected": -36.395103454589844,
441
- "loss": 0.4323,
442
- "rewards/accuracies": 0.800000011920929,
443
- "rewards/chosen": 1.0245726108551025,
444
- "rewards/margins": 1.259353756904602,
445
- "rewards/rejected": -0.23478105664253235,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
- "grad_norm": 22.625,
451
  "learning_rate": 1.243452991757889e-06,
452
- "logits/chosen": 77.9116439819336,
453
- "logits/rejected": 77.93907165527344,
454
- "logps/chosen": -30.94207763671875,
455
- "logps/rejected": -31.825298309326172,
456
- "loss": 0.5298,
457
- "rewards/accuracies": 0.7124999761581421,
458
- "rewards/chosen": 0.6694773435592651,
459
- "rewards/margins": 0.9253811836242676,
460
- "rewards/rejected": -0.2559038996696472,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
- "grad_norm": 48.0,
466
  "learning_rate": 1.0526606671603523e-06,
467
- "logits/chosen": 80.6185531616211,
468
- "logits/rejected": 80.40409851074219,
469
- "logps/chosen": -31.1258487701416,
470
- "logps/rejected": -29.83230972290039,
471
- "loss": 0.6589,
472
- "rewards/accuracies": 0.6625000238418579,
473
- "rewards/chosen": 0.5472350716590881,
474
- "rewards/margins": 0.6794873476028442,
475
- "rewards/rejected": -0.1322522908449173,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
- "grad_norm": 17.25,
481
  "learning_rate": 8.737922755071455e-07,
482
- "logits/chosen": 80.76725006103516,
483
- "logits/rejected": 80.67757415771484,
484
- "logps/chosen": -33.04716491699219,
485
- "logps/rejected": -32.507728576660156,
486
- "loss": 0.4727,
487
- "rewards/accuracies": 0.7250000238418579,
488
- "rewards/chosen": 0.8456665277481079,
489
- "rewards/margins": 1.238355040550232,
490
- "rewards/rejected": -0.39268869161605835,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
- "grad_norm": 44.75,
496
  "learning_rate": 7.08321427484816e-07,
497
- "logits/chosen": 76.41008758544922,
498
- "logits/rejected": 76.48558044433594,
499
- "logps/chosen": -32.2567253112793,
500
- "logps/rejected": -29.211252212524414,
501
- "loss": 0.5655,
502
- "rewards/accuracies": 0.75,
503
- "rewards/chosen": 0.9191843271255493,
504
- "rewards/margins": 1.0065667629241943,
505
- "rewards/rejected": -0.08738242089748383,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
- "eval_logits/chosen": 98.77224731445312,
511
- "eval_logits/rejected": 98.75171661376953,
512
- "eval_logps/chosen": -32.550052642822266,
513
- "eval_logps/rejected": -36.224205017089844,
514
- "eval_loss": 0.7744476795196533,
515
- "eval_rewards/accuracies": 0.5427741408348083,
516
- "eval_rewards/chosen": -0.08550228923559189,
517
- "eval_rewards/margins": 0.1206393763422966,
518
- "eval_rewards/rejected": -0.2061416506767273,
519
- "eval_runtime": 104.0332,
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": 31.875,
527
  "learning_rate": 5.576113578589035e-07,
528
- "logits/chosen": 83.43260192871094,
529
- "logits/rejected": 83.46700286865234,
530
- "logps/chosen": -30.02802085876465,
531
- "logps/rejected": -32.44657897949219,
532
- "loss": 0.5905,
533
- "rewards/accuracies": 0.699999988079071,
534
- "rewards/chosen": 0.6684112548828125,
535
- "rewards/margins": 0.8658668398857117,
536
- "rewards/rejected": -0.19745555520057678,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
- "grad_norm": 24.875,
542
  "learning_rate": 4.229036944380913e-07,
543
- "logits/chosen": 80.97013092041016,
544
- "logits/rejected": 80.96881103515625,
545
- "logps/chosen": -30.49709701538086,
546
- "logps/rejected": -29.160675048828125,
547
- "loss": 0.4662,
548
- "rewards/accuracies": 0.7250000238418579,
549
- "rewards/chosen": 0.8811699748039246,
550
- "rewards/margins": 1.0741162300109863,
551
- "rewards/rejected": -0.19294631481170654,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
- "grad_norm": 19.625,
557
  "learning_rate": 3.053082288996112e-07,
558
- "logits/chosen": 78.14985656738281,
559
- "logits/rejected": 78.19586181640625,
560
- "logps/chosen": -29.189855575561523,
561
- "logps/rejected": -32.966094970703125,
562
- "loss": 0.4527,
563
- "rewards/accuracies": 0.7749999761581421,
564
- "rewards/chosen": 0.9302013516426086,
565
- "rewards/margins": 1.195185661315918,
566
- "rewards/rejected": -0.26498422026634216,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
- "grad_norm": 61.5,
572
  "learning_rate": 2.0579377374915805e-07,
573
- "logits/chosen": 82.46419525146484,
574
- "logits/rejected": 82.48377990722656,
575
- "logps/chosen": -32.1870002746582,
576
- "logps/rejected": -33.69792175292969,
577
- "loss": 0.5537,
578
- "rewards/accuracies": 0.737500011920929,
579
- "rewards/chosen": 0.8201173543930054,
580
- "rewards/margins": 1.0834996700286865,
581
- "rewards/rejected": -0.26338234543800354,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
- "grad_norm": 16.75,
587
  "learning_rate": 1.2518018074041684e-07,
588
- "logits/chosen": 81.44327545166016,
589
- "logits/rejected": 81.4502944946289,
590
- "logps/chosen": -32.606056213378906,
591
- "logps/rejected": -33.298622131347656,
592
- "loss": 0.5676,
593
- "rewards/accuracies": 0.6875,
594
- "rewards/chosen": 0.8301448822021484,
595
- "rewards/margins": 0.9956042170524597,
596
- "rewards/rejected": -0.16545933485031128,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
- "grad_norm": 33.0,
602
  "learning_rate": 6.41315865106129e-08,
603
- "logits/chosen": 82.95188903808594,
604
- "logits/rejected": 82.9841079711914,
605
- "logps/chosen": -28.371601104736328,
606
- "logps/rejected": -31.830394744873047,
607
- "loss": 0.4872,
608
- "rewards/accuracies": 0.7124999761581421,
609
- "rewards/chosen": 0.9444905519485474,
610
- "rewards/margins": 1.0889289379119873,
611
- "rewards/rejected": -0.14443838596343994,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
- "grad_norm": 34.25,
617
  "learning_rate": 2.3150941078050325e-08,
618
- "logits/chosen": 82.37725067138672,
619
- "logits/rejected": 82.40049743652344,
620
- "logps/chosen": -31.749374389648438,
621
- "logps/rejected": -35.2952766418457,
622
- "loss": 0.508,
623
- "rewards/accuracies": 0.7124999761581421,
624
- "rewards/chosen": 0.9014309644699097,
625
- "rewards/margins": 1.0501554012298584,
626
- "rewards/rejected": -0.14872442185878754,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
- "grad_norm": 38.0,
632
  "learning_rate": 2.575864278703266e-09,
633
- "logits/chosen": 76.2959976196289,
634
- "logits/rejected": 76.17599487304688,
635
- "logps/chosen": -29.714282989501953,
636
- "logps/rejected": -28.307018280029297,
637
- "loss": 0.57,
638
- "rewards/accuracies": 0.6625000238418579,
639
- "rewards/chosen": 0.6894746422767639,
640
- "rewards/margins": 0.806629478931427,
641
- "rewards/rejected": -0.11715485900640488,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
- "train_loss": 0.6050039254225694,
649
- "train_runtime": 2556.17,
650
- "train_samples_per_second": 1.205,
651
- "train_steps_per_second": 0.151
652
  }
653
  ],
654
  "logging_steps": 10,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.0,
13
+ "grad_norm": 32.75,
14
  "learning_rate": 1.282051282051282e-07,
15
  "logits/chosen": 88.18099975585938,
16
  "logits/rejected": 88.25153350830078,
 
25
  },
26
  {
27
  "epoch": 0.03,
28
+ "grad_norm": 25.5,
29
  "learning_rate": 1.282051282051282e-06,
30
+ "logits/chosen": 81.08353424072266,
31
+ "logits/rejected": 80.7865219116211,
32
+ "logps/chosen": -34.20063781738281,
33
+ "logps/rejected": -33.02577590942383,
34
+ "loss": 0.684,
35
+ "rewards/accuracies": 0.5,
36
+ "rewards/chosen": 0.020544879138469696,
37
+ "rewards/margins": 0.05422975495457649,
38
+ "rewards/rejected": -0.033684875816106796,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.05,
43
+ "grad_norm": 25.0,
44
  "learning_rate": 2.564102564102564e-06,
45
+ "logits/chosen": 80.67228698730469,
46
+ "logits/rejected": 80.55956268310547,
47
+ "logps/chosen": -33.523399353027344,
48
+ "logps/rejected": -30.766698837280273,
49
+ "loss": 0.6867,
50
+ "rewards/accuracies": 0.512499988079071,
51
+ "rewards/chosen": 0.0832558423280716,
52
+ "rewards/margins": 0.0778605192899704,
53
+ "rewards/rejected": 0.00539533281698823,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.08,
58
+ "grad_norm": 29.375,
59
  "learning_rate": 3.846153846153847e-06,
60
+ "logits/chosen": 82.52102661132812,
61
+ "logits/rejected": 82.54798889160156,
62
+ "logps/chosen": -33.94279861450195,
63
+ "logps/rejected": -31.214736938476562,
64
+ "loss": 0.7575,
65
+ "rewards/accuracies": 0.4375,
66
+ "rewards/chosen": 0.035010773688554764,
67
+ "rewards/margins": -0.06953731179237366,
68
+ "rewards/rejected": 0.10454808175563812,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.1,
73
+ "grad_norm": 24.25,
74
  "learning_rate": 4.999896948438434e-06,
75
+ "logits/chosen": 81.06597137451172,
76
+ "logits/rejected": 81.06147766113281,
77
+ "logps/chosen": -32.76929473876953,
78
+ "logps/rejected": -33.212310791015625,
79
+ "loss": 0.6836,
80
+ "rewards/accuracies": 0.6000000238418579,
81
+ "rewards/chosen": 0.20238244533538818,
82
+ "rewards/margins": 0.12427721172571182,
83
+ "rewards/rejected": 0.07810524851083755,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.13,
88
+ "grad_norm": 18.75,
89
  "learning_rate": 4.987541037542187e-06,
90
+ "logits/chosen": 78.68827819824219,
91
+ "logits/rejected": 78.70021057128906,
92
+ "logps/chosen": -30.579212188720703,
93
+ "logps/rejected": -30.904521942138672,
94
+ "loss": 0.6716,
95
+ "rewards/accuracies": 0.637499988079071,
96
+ "rewards/chosen": 0.3130193054676056,
97
+ "rewards/margins": 0.22863590717315674,
98
+ "rewards/rejected": 0.08438339829444885,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.16,
103
+ "grad_norm": 25.375,
104
  "learning_rate": 4.954691471941119e-06,
105
+ "logits/chosen": 83.18531799316406,
106
+ "logits/rejected": 83.2416763305664,
107
+ "logps/chosen": -30.874561309814453,
108
+ "logps/rejected": -29.523483276367188,
109
+ "loss": 0.6904,
110
+ "rewards/accuracies": 0.5625,
111
+ "rewards/chosen": 0.15030017495155334,
112
+ "rewards/margins": 0.11678256839513779,
113
+ "rewards/rejected": 0.03351757675409317,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.18,
118
+ "grad_norm": 40.75,
119
  "learning_rate": 4.901618883413549e-06,
120
+ "logits/chosen": 83.8118896484375,
121
+ "logits/rejected": 83.84835815429688,
122
+ "logps/chosen": -30.521596908569336,
123
+ "logps/rejected": -33.058387756347656,
124
+ "loss": 0.7083,
125
+ "rewards/accuracies": 0.512499988079071,
126
+ "rewards/chosen": 0.05371224880218506,
127
+ "rewards/margins": 0.06404958665370941,
128
+ "rewards/rejected": -0.010337340645492077,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.21,
133
+ "grad_norm": 25.625,
134
  "learning_rate": 4.828760511501322e-06,
135
+ "logits/chosen": 81.4435043334961,
136
+ "logits/rejected": 81.42585754394531,
137
+ "logps/chosen": -31.408594131469727,
138
+ "logps/rejected": -31.023513793945312,
139
+ "loss": 0.6594,
140
+ "rewards/accuracies": 0.6000000238418579,
141
+ "rewards/chosen": 0.04817419499158859,
142
+ "rewards/margins": 0.18110866844654083,
143
+ "rewards/rejected": -0.13293446600437164,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.23,
148
+ "grad_norm": 31.75,
149
  "learning_rate": 4.7367166013034295e-06,
150
+ "logits/chosen": 78.11305236816406,
151
+ "logits/rejected": 78.08197784423828,
152
+ "logps/chosen": -32.596641540527344,
153
+ "logps/rejected": -31.254547119140625,
154
+ "loss": 0.677,
155
+ "rewards/accuracies": 0.6000000238418579,
156
+ "rewards/chosen": 0.02076822891831398,
157
+ "rewards/margins": 0.17230577766895294,
158
+ "rewards/rejected": -0.15153756737709045,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.26,
163
+ "grad_norm": 24.25,
164
  "learning_rate": 4.626245458345211e-06,
165
+ "logits/chosen": 83.37003326416016,
166
+ "logits/rejected": 83.38694763183594,
167
+ "logps/chosen": -34.16094207763672,
168
+ "logps/rejected": -31.8507137298584,
169
+ "loss": 0.6859,
170
+ "rewards/accuracies": 0.5874999761581421,
171
+ "rewards/chosen": 0.0720243752002716,
172
+ "rewards/margins": 0.12210811674594879,
173
+ "rewards/rejected": -0.05008373409509659,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.26,
178
+ "eval_logits/chosen": 98.68260955810547,
179
+ "eval_logits/rejected": 98.67269134521484,
180
+ "eval_logps/chosen": -32.555023193359375,
181
+ "eval_logps/rejected": -36.136436462402344,
182
+ "eval_loss": 0.7229137420654297,
183
+ "eval_rewards/accuracies": 0.5282392501831055,
184
+ "eval_rewards/chosen": -0.05592246353626251,
185
+ "eval_rewards/margins": 0.029031021520495415,
186
+ "eval_rewards/rejected": -0.08495348691940308,
187
+ "eval_runtime": 104.2675,
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": 35.25,
195
  "learning_rate": 4.498257201263691e-06,
196
+ "logits/chosen": 83.4867172241211,
197
+ "logits/rejected": 83.372802734375,
198
+ "logps/chosen": -32.426979064941406,
199
+ "logps/rejected": -32.882118225097656,
200
+ "loss": 0.5808,
201
+ "rewards/accuracies": 0.75,
202
+ "rewards/chosen": 0.2979138493537903,
203
+ "rewards/margins": 0.4110265374183655,
204
+ "rewards/rejected": -0.11311274766921997,
205
  "step": 110
206
  },
207
  {
208
  "epoch": 0.31,
209
+ "grad_norm": 38.5,
210
  "learning_rate": 4.353806263777678e-06,
211
+ "logits/chosen": 83.65151977539062,
212
+ "logits/rejected": 83.7606201171875,
213
+ "logps/chosen": -28.169925689697266,
214
+ "logps/rejected": -35.475196838378906,
215
+ "loss": 0.6054,
216
+ "rewards/accuracies": 0.612500011920929,
217
+ "rewards/chosen": 0.37982815504074097,
218
+ "rewards/margins": 0.3878515660762787,
219
+ "rewards/rejected": -0.008023401722311974,
220
  "step": 120
221
  },
222
  {
223
  "epoch": 0.34,
224
+ "grad_norm": 24.0,
225
  "learning_rate": 4.1940827077152755e-06,
226
+ "logits/chosen": 80.93061065673828,
227
+ "logits/rejected": 80.95037841796875,
228
+ "logps/chosen": -30.428030014038086,
229
+ "logps/rejected": -32.12748336791992,
230
+ "loss": 0.6058,
231
+ "rewards/accuracies": 0.6625000238418579,
232
+ "rewards/chosen": 0.23966185748577118,
233
+ "rewards/margins": 0.33758825063705444,
234
+ "rewards/rejected": -0.09792639315128326,
235
  "step": 130
236
  },
237
  {
238
  "epoch": 0.36,
239
+ "grad_norm": 17.75,
240
  "learning_rate": 4.0204024186666215e-06,
241
+ "logits/chosen": 82.01722717285156,
242
+ "logits/rejected": 82.02776336669922,
243
+ "logps/chosen": -27.013805389404297,
244
+ "logps/rejected": -33.108734130859375,
245
+ "loss": 0.5348,
246
+ "rewards/accuracies": 0.737500011920929,
247
+ "rewards/chosen": 0.2167574167251587,
248
+ "rewards/margins": 0.5594369173049927,
249
+ "rewards/rejected": -0.3426794409751892,
250
  "step": 140
251
  },
252
  {
253
  "epoch": 0.39,
254
+ "grad_norm": 26.125,
255
  "learning_rate": 3.834196265035119e-06,
256
+ "logits/chosen": 80.49574279785156,
257
+ "logits/rejected": 80.46543884277344,
258
+ "logps/chosen": -28.96371078491211,
259
+ "logps/rejected": -33.28276443481445,
260
+ "loss": 0.5393,
261
+ "rewards/accuracies": 0.75,
262
+ "rewards/chosen": 0.21269837021827698,
263
+ "rewards/margins": 0.5708296895027161,
264
+ "rewards/rejected": -0.3581313192844391,
265
  "step": 150
266
  },
267
  {
268
  "epoch": 0.42,
269
+ "grad_norm": 36.75,
270
  "learning_rate": 3.636998309800573e-06,
271
+ "logits/chosen": 82.2945556640625,
272
+ "logits/rejected": 82.3069839477539,
273
+ "logps/chosen": -33.60367202758789,
274
+ "logps/rejected": -30.597631454467773,
275
+ "loss": 0.5835,
276
+ "rewards/accuracies": 0.7124999761581421,
277
+ "rewards/chosen": 0.266539990901947,
278
+ "rewards/margins": 0.5890872478485107,
279
+ "rewards/rejected": -0.3225473165512085,
280
  "step": 160
281
  },
282
  {
283
  "epoch": 0.44,
284
+ "grad_norm": 26.25,
285
  "learning_rate": 3.4304331721118078e-06,
286
+ "logits/chosen": 83.09800720214844,
287
+ "logits/rejected": 83.04072570800781,
288
+ "logps/chosen": -30.741390228271484,
289
+ "logps/rejected": -32.57554626464844,
290
+ "loss": 0.5698,
291
+ "rewards/accuracies": 0.675000011920929,
292
+ "rewards/chosen": 0.25894853472709656,
293
+ "rewards/margins": 0.5366927981376648,
294
+ "rewards/rejected": -0.27774426341056824,
295
  "step": 170
296
  },
297
  {
298
  "epoch": 0.47,
299
+ "grad_norm": 23.625,
300
  "learning_rate": 3.2162026428305436e-06,
301
+ "logits/chosen": 80.62547302246094,
302
+ "logits/rejected": 80.6036605834961,
303
+ "logps/chosen": -30.658870697021484,
304
+ "logps/rejected": -31.662927627563477,
305
+ "loss": 0.55,
306
+ "rewards/accuracies": 0.7250000238418579,
307
+ "rewards/chosen": 0.2691388726234436,
308
+ "rewards/margins": 0.5219991207122803,
309
+ "rewards/rejected": -0.25286024808883667,
310
  "step": 180
311
  },
312
  {
313
  "epoch": 0.49,
314
+ "grad_norm": 12.4375,
315
  "learning_rate": 2.996071664294641e-06,
316
+ "logits/chosen": 82.23011779785156,
317
+ "logits/rejected": 82.23200225830078,
318
+ "logps/chosen": -30.246551513671875,
319
+ "logps/rejected": -30.743694305419922,
320
+ "loss": 0.6343,
321
+ "rewards/accuracies": 0.637499988079071,
322
+ "rewards/chosen": 0.25993233919143677,
323
+ "rewards/margins": 0.3977679908275604,
324
+ "rewards/rejected": -0.13783565163612366,
325
  "step": 190
326
  },
327
  {
328
  "epoch": 0.52,
329
+ "grad_norm": 14.625,
330
  "learning_rate": 2.7718537898066833e-06,
331
+ "logits/chosen": 77.68287658691406,
332
+ "logits/rejected": 77.6307144165039,
333
+ "logps/chosen": -33.85746383666992,
334
+ "logps/rejected": -32.90498352050781,
335
+ "loss": 0.5453,
336
+ "rewards/accuracies": 0.7250000238418579,
337
+ "rewards/chosen": 0.44763606786727905,
338
+ "rewards/margins": 0.6534249186515808,
339
+ "rewards/rejected": -0.20578882098197937,
340
  "step": 200
341
  },
342
  {
343
  "epoch": 0.52,
344
+ "eval_logits/chosen": 98.49555206298828,
345
+ "eval_logits/rejected": 98.47319030761719,
346
+ "eval_logps/chosen": -32.7014274597168,
347
+ "eval_logps/rejected": -36.39837646484375,
348
+ "eval_loss": 0.7067598700523376,
349
+ "eval_rewards/accuracies": 0.5332226157188416,
350
+ "eval_rewards/chosen": -0.12912562489509583,
351
+ "eval_rewards/margins": 0.0867983028292656,
352
+ "eval_rewards/rejected": -0.21592393517494202,
353
+ "eval_runtime": 103.9124,
354
+ "eval_samples_per_second": 3.301,
355
  "eval_steps_per_second": 0.414,
356
  "step": 200
357
  },
358
  {
359
  "epoch": 0.55,
360
+ "grad_norm": 46.5,
361
  "learning_rate": 2.5453962426402006e-06,
362
+ "logits/chosen": 80.28144836425781,
363
+ "logits/rejected": 80.18412780761719,
364
+ "logps/chosen": -33.1484489440918,
365
+ "logps/rejected": -35.34803009033203,
366
+ "loss": 0.5401,
367
+ "rewards/accuracies": 0.762499988079071,
368
+ "rewards/chosen": 0.39863476157188416,
369
+ "rewards/margins": 0.5796052813529968,
370
+ "rewards/rejected": -0.18097054958343506,
371
  "step": 210
372
  },
373
  {
374
  "epoch": 0.57,
375
+ "grad_norm": 18.875,
376
  "learning_rate": 2.3185646976551794e-06,
377
+ "logits/chosen": 82.44231414794922,
378
+ "logits/rejected": 82.5237808227539,
379
+ "logps/chosen": -31.035247802734375,
380
+ "logps/rejected": -31.218652725219727,
381
+ "loss": 0.5206,
382
+ "rewards/accuracies": 0.762499988079071,
383
+ "rewards/chosen": 0.45685210824012756,
384
+ "rewards/margins": 0.7017010450363159,
385
+ "rewards/rejected": -0.24484892189502716,
386
  "step": 220
387
  },
388
  {
389
  "epoch": 0.6,
390
+ "grad_norm": 27.5,
391
  "learning_rate": 2.0932279108998323e-06,
392
+ "logits/chosen": 79.57551574707031,
393
+ "logits/rejected": 79.63117218017578,
394
+ "logps/chosen": -32.342308044433594,
395
+ "logps/rejected": -34.377655029296875,
396
+ "loss": 0.6337,
397
  "rewards/accuracies": 0.637499988079071,
398
+ "rewards/chosen": 0.23171910643577576,
399
+ "rewards/margins": 0.4144717752933502,
400
+ "rewards/rejected": -0.18275271356105804,
401
  "step": 230
402
  },
403
  {
404
  "epoch": 0.62,
405
+ "grad_norm": 29.375,
406
  "learning_rate": 1.8712423238279358e-06,
407
+ "logits/chosen": 81.96827697753906,
408
+ "logits/rejected": 82.25470733642578,
409
+ "logps/chosen": -30.665319442749023,
410
+ "logps/rejected": -31.84256362915039,
411
+ "loss": 0.5035,
412
+ "rewards/accuracies": 0.737500011920929,
413
+ "rewards/chosen": 0.5113734006881714,
414
+ "rewards/margins": 0.6666342616081238,
415
+ "rewards/rejected": -0.1552608758211136,
416
  "step": 240
417
  },
418
  {
419
  "epoch": 0.65,
420
+ "grad_norm": 27.125,
421
  "learning_rate": 1.6544367689701824e-06,
422
+ "logits/chosen": 80.69163513183594,
423
+ "logits/rejected": 80.74885559082031,
424
+ "logps/chosen": -26.948383331298828,
425
+ "logps/rejected": -30.213348388671875,
426
+ "loss": 0.6037,
427
+ "rewards/accuracies": 0.6625000238418579,
428
+ "rewards/chosen": 0.32375770807266235,
429
+ "rewards/margins": 0.48006218671798706,
430
+ "rewards/rejected": -0.1563045233488083,
431
  "step": 250
432
  },
433
  {
434
  "epoch": 0.68,
435
+ "grad_norm": 27.75,
436
  "learning_rate": 1.4445974030621963e-06,
437
+ "logits/chosen": 77.91614532470703,
438
+ "logits/rejected": 78.04708099365234,
439
+ "logps/chosen": -30.49196434020996,
440
+ "logps/rejected": -36.51909255981445,
441
+ "loss": 0.4936,
442
+ "rewards/accuracies": 0.7250000238418579,
443
+ "rewards/chosen": 0.5345155000686646,
444
+ "rewards/margins": 0.7432474493980408,
445
+ "rewards/rejected": -0.2087319791316986,
446
  "step": 260
447
  },
448
  {
449
  "epoch": 0.7,
450
+ "grad_norm": 16.75,
451
  "learning_rate": 1.243452991757889e-06,
452
+ "logits/chosen": 77.25732421875,
453
+ "logits/rejected": 77.28456115722656,
454
+ "logps/chosen": -30.877111434936523,
455
+ "logps/rejected": -31.975589752197266,
456
+ "loss": 0.5167,
457
+ "rewards/accuracies": 0.737500011920929,
458
+ "rewards/chosen": 0.4509071707725525,
459
+ "rewards/margins": 0.685990035533905,
460
+ "rewards/rejected": -0.23508290946483612,
461
  "step": 270
462
  },
463
  {
464
  "epoch": 0.73,
465
+ "grad_norm": 25.125,
466
  "learning_rate": 1.0526606671603523e-06,
467
+ "logits/chosen": 80.03535461425781,
468
+ "logits/rejected": 79.8197250366211,
469
+ "logps/chosen": -31.083843231201172,
470
+ "logps/rejected": -29.844961166381836,
471
+ "loss": 0.6198,
472
+ "rewards/accuracies": 0.675000011920929,
473
+ "rewards/chosen": 0.3630252182483673,
474
+ "rewards/margins": 0.45200806856155396,
475
+ "rewards/rejected": -0.08898283541202545,
476
  "step": 280
477
  },
478
  {
479
  "epoch": 0.75,
480
+ "grad_norm": 16.625,
481
  "learning_rate": 8.737922755071455e-07,
482
+ "logits/chosen": 80.13519287109375,
483
+ "logits/rejected": 80.05864715576172,
484
+ "logps/chosen": -33.047523498535156,
485
+ "logps/rejected": -32.68352127075195,
486
+ "loss": 0.4787,
487
+ "rewards/accuracies": 0.75,
488
+ "rewards/chosen": 0.5283600091934204,
489
+ "rewards/margins": 0.8616873025894165,
490
+ "rewards/rejected": -0.3333272337913513,
491
  "step": 290
492
  },
493
  {
494
  "epoch": 0.78,
495
+ "grad_norm": 26.875,
496
  "learning_rate": 7.08321427484816e-07,
497
+ "logits/chosen": 75.82341003417969,
498
+ "logits/rejected": 75.91938781738281,
499
+ "logps/chosen": -32.24137878417969,
500
+ "logps/rejected": -29.33247947692871,
501
+ "loss": 0.5511,
502
+ "rewards/accuracies": 0.6625000238418579,
503
+ "rewards/chosen": 0.5821641087532043,
504
+ "rewards/margins": 0.6973918676376343,
505
+ "rewards/rejected": -0.11522769927978516,
506
  "step": 300
507
  },
508
  {
509
  "epoch": 0.78,
510
+ "eval_logits/chosen": 98.5571517944336,
511
+ "eval_logits/rejected": 98.53510284423828,
512
+ "eval_logps/chosen": -32.68053436279297,
513
+ "eval_logps/rejected": -36.284751892089844,
514
+ "eval_loss": 0.7289925813674927,
515
+ "eval_rewards/accuracies": 0.545265793800354,
516
+ "eval_rewards/chosen": -0.11868056654930115,
517
+ "eval_rewards/margins": 0.04043150320649147,
518
+ "eval_rewards/rejected": -0.1591120809316635,
519
+ "eval_runtime": 104.072,
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": 21.625,
527
  "learning_rate": 5.576113578589035e-07,
528
+ "logits/chosen": 82.95035552978516,
529
+ "logits/rejected": 82.97549438476562,
530
+ "logps/chosen": -30.2395076751709,
531
+ "logps/rejected": -32.58390808105469,
532
+ "loss": 0.5895,
533
+ "rewards/accuracies": 0.7124999761581421,
534
+ "rewards/chosen": 0.31201133131980896,
535
+ "rewards/margins": 0.5040835738182068,
536
+ "rewards/rejected": -0.19207225739955902,
537
  "step": 310
538
  },
539
  {
540
  "epoch": 0.83,
541
+ "grad_norm": 18.0,
542
  "learning_rate": 4.229036944380913e-07,
543
+ "logits/chosen": 80.41062927246094,
544
+ "logits/rejected": 80.41141510009766,
545
+ "logps/chosen": -30.43392562866211,
546
+ "logps/rejected": -29.273609161376953,
547
+ "loss": 0.4816,
548
+ "rewards/accuracies": 0.762499988079071,
549
+ "rewards/chosen": 0.5823162794113159,
550
+ "rewards/margins": 0.7593742609024048,
551
+ "rewards/rejected": -0.1770579218864441,
552
  "step": 320
553
  },
554
  {
555
  "epoch": 0.86,
556
+ "grad_norm": 16.625,
557
  "learning_rate": 3.053082288996112e-07,
558
+ "logits/chosen": 77.58735656738281,
559
+ "logits/rejected": 77.6371841430664,
560
+ "logps/chosen": -29.118694305419922,
561
+ "logps/rejected": -33.023460388183594,
562
+ "loss": 0.4851,
563
+ "rewards/accuracies": 0.762499988079071,
564
+ "rewards/chosen": 0.6169556975364685,
565
+ "rewards/margins": 0.8112555742263794,
566
+ "rewards/rejected": -0.19429990649223328,
567
  "step": 330
568
  },
569
  {
570
  "epoch": 0.88,
571
+ "grad_norm": 33.5,
572
  "learning_rate": 2.0579377374915805e-07,
573
+ "logits/chosen": 81.87162780761719,
574
+ "logits/rejected": 81.90576171875,
575
+ "logps/chosen": -32.27037048339844,
576
+ "logps/rejected": -33.92435836791992,
577
+ "loss": 0.5157,
578
+ "rewards/accuracies": 0.75,
579
+ "rewards/chosen": 0.4708884358406067,
580
+ "rewards/margins": 0.7487217783927917,
581
+ "rewards/rejected": -0.27783337235450745,
582
  "step": 340
583
  },
584
  {
585
  "epoch": 0.91,
586
+ "grad_norm": 13.0,
587
  "learning_rate": 1.2518018074041684e-07,
588
+ "logits/chosen": 80.89490509033203,
589
+ "logits/rejected": 80.90391540527344,
590
+ "logps/chosen": -32.372520446777344,
591
+ "logps/rejected": -33.53419876098633,
592
+ "loss": 0.4983,
593
+ "rewards/accuracies": 0.762499988079071,
594
+ "rewards/chosen": 0.6356090307235718,
595
+ "rewards/margins": 0.8568087816238403,
596
+ "rewards/rejected": -0.22119958698749542,
597
  "step": 350
598
  },
599
  {
600
  "epoch": 0.94,
601
+ "grad_norm": 20.125,
602
  "learning_rate": 6.41315865106129e-08,
603
+ "logits/chosen": 82.41497802734375,
604
+ "logits/rejected": 82.44314575195312,
605
+ "logps/chosen": -28.537517547607422,
606
+ "logps/rejected": -31.826416015625,
607
+ "loss": 0.5313,
608
+ "rewards/accuracies": 0.6875,
609
+ "rewards/chosen": 0.5073467493057251,
610
+ "rewards/margins": 0.5956294536590576,
611
+ "rewards/rejected": -0.08828280866146088,
612
  "step": 360
613
  },
614
  {
615
  "epoch": 0.96,
616
+ "grad_norm": 21.75,
617
  "learning_rate": 2.3150941078050325e-08,
618
+ "logits/chosen": 81.85018920898438,
619
+ "logits/rejected": 81.87150573730469,
620
+ "logps/chosen": -31.847997665405273,
621
+ "logps/rejected": -35.508277893066406,
622
+ "loss": 0.5486,
623
+ "rewards/accuracies": 0.6875,
624
+ "rewards/chosen": 0.5140814781188965,
625
+ "rewards/margins": 0.7135335206985474,
626
+ "rewards/rejected": -0.19945205748081207,
627
  "step": 370
628
  },
629
  {
630
  "epoch": 0.99,
631
+ "grad_norm": 25.5,
632
  "learning_rate": 2.575864278703266e-09,
633
+ "logits/chosen": 75.74685668945312,
634
+ "logits/rejected": 75.61808013916016,
635
+ "logps/chosen": -29.746694564819336,
636
+ "logps/rejected": -28.432201385498047,
637
+ "loss": 0.5715,
638
+ "rewards/accuracies": 0.699999988079071,
639
+ "rewards/chosen": 0.4147160053253174,
640
+ "rewards/margins": 0.5505291223526001,
641
+ "rewards/rejected": -0.1358131319284439,
642
  "step": 380
643
  },
644
  {
645
  "epoch": 1.0,
646
  "step": 385,
647
  "total_flos": 0.0,
648
+ "train_loss": 0.5860598966672823,
649
+ "train_runtime": 2558.949,
650
+ "train_samples_per_second": 1.203,
651
+ "train_steps_per_second": 0.15
652
  }
653
  ],
654
  "logging_steps": 10,