silviasapora commited on
Commit
f8d0a2b
·
verified ·
1 Parent(s): f5996c2

Model save

Browse files
Files changed (4) hide show
  1. README.md +4 -7
  2. all_results.json +3 -3
  3. train_results.json +3 -3
  4. trainer_state.json +691 -691
README.md CHANGED
@@ -1,20 +1,17 @@
1
  ---
2
  base_model: google/gemma-7b
3
- datasets:
4
- - argilla/dpo-mix-7k
5
  library_name: transformers
6
- model_name: google/gemma-7b
7
  tags:
8
  - generated_from_trainer
9
- - alignment-handbook
10
  - trl
11
  - orpo
12
  licence: license
13
  ---
14
 
15
- # Model Card for google/gemma-7b
16
 
17
- This model is a fine-tuned version of [google/gemma-7b](https://huggingface.co/google/gemma-7b) on the [['argilla/dpo-mix-7k']](https://huggingface.co/datasets/['argilla/dpo-mix-7k']) dataset.
18
  It has been trained using [TRL](https://github.com/huggingface/trl).
19
 
20
  ## Quick start
@@ -30,7 +27,7 @@ print(output["generated_text"])
30
 
31
  ## Training procedure
32
 
33
- [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/silvias/huggingface/runs/qqrikeob)
34
 
35
 
36
  This model was trained with ORPO, a method introduced in [ORPO: Monolithic Preference Optimization without Reference Model](https://huggingface.co/papers/2403.07691).
 
1
  ---
2
  base_model: google/gemma-7b
 
 
3
  library_name: transformers
4
+ model_name: gemma-7b-slic-basic-5e-5-05-v5
5
  tags:
6
  - generated_from_trainer
 
7
  - trl
8
  - orpo
9
  licence: license
10
  ---
11
 
12
+ # Model Card for gemma-7b-slic-basic-5e-5-05-v5
13
 
14
+ This model is a fine-tuned version of [google/gemma-7b](https://huggingface.co/google/gemma-7b).
15
  It has been trained using [TRL](https://github.com/huggingface/trl).
16
 
17
  ## Quick start
 
27
 
28
  ## Training procedure
29
 
30
+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/silvias/huggingface/runs/iod0j5dx)
31
 
32
 
33
  This model was trained with ORPO, a method introduced in [ORPO: Monolithic Preference Optimization without Reference Model](https://huggingface.co/papers/2403.07691).
all_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 2.986666666666667,
3
  "total_flos": 0.0,
4
- "train_loss": 25.709435809604706,
5
- "train_runtime": 7268.7111,
6
  "train_samples": 6750,
7
- "train_samples_per_second": 2.786,
8
  "train_steps_per_second": 0.043
9
  }
 
1
  {
2
  "epoch": 2.986666666666667,
3
  "total_flos": 0.0,
4
+ "train_loss": 43.15912766380916,
5
+ "train_runtime": 7320.6498,
6
  "train_samples": 6750,
7
+ "train_samples_per_second": 2.766,
8
  "train_steps_per_second": 0.043
9
  }
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 2.986666666666667,
3
  "total_flos": 0.0,
4
- "train_loss": 25.709435809604706,
5
- "train_runtime": 7268.7111,
6
  "train_samples": 6750,
7
- "train_samples_per_second": 2.786,
8
  "train_steps_per_second": 0.043
9
  }
 
1
  {
2
  "epoch": 2.986666666666667,
3
  "total_flos": 0.0,
4
+ "train_loss": 43.15912766380916,
5
+ "train_runtime": 7320.6498,
6
  "train_samples": 6750,
7
+ "train_samples_per_second": 2.766,
8
  "train_steps_per_second": 0.043
9
  }
trainer_state.json CHANGED
@@ -10,1019 +10,1019 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.047407407407407405,
13
- "grad_norm": 1072.0,
14
  "learning_rate": 7.8125e-06,
15
- "log_odds_chosen": -1.060240626335144,
16
- "log_odds_ratio": -11.007429122924805,
17
- "logps/chosen": -22.712669372558594,
18
- "logps/rejected": -21.652647018432617,
19
- "loss": 455.4558,
20
- "nll_loss": 9.838397026062012,
21
  "rewards/accuracies": 0.4781250059604645,
22
- "rewards/chosen": -11.356334686279297,
23
- "rewards/margins": -0.530011773109436,
24
- "rewards/rejected": -10.826323509216309,
25
  "step": 5
26
  },
27
  {
28
  "epoch": 0.09481481481481481,
29
- "grad_norm": 592.0,
30
  "learning_rate": 1.5625e-05,
31
- "log_odds_chosen": -3.1204988956451416,
32
- "log_odds_ratio": -11.043037414550781,
33
- "logps/chosen": -21.994853973388672,
34
- "logps/rejected": -18.874696731567383,
35
- "loss": 424.5746,
36
- "nll_loss": 8.752840042114258,
37
- "rewards/accuracies": 0.4437499940395355,
38
- "rewards/chosen": -10.997426986694336,
39
- "rewards/margins": -1.5600786209106445,
40
- "rewards/rejected": -9.437348365783691,
41
  "step": 10
42
  },
43
  {
44
  "epoch": 0.14222222222222222,
45
- "grad_norm": 454.0,
46
  "learning_rate": 2.34375e-05,
47
- "log_odds_chosen": -1.2841793298721313,
48
- "log_odds_ratio": -11.318960189819336,
49
- "logps/chosen": -21.992443084716797,
50
- "logps/rejected": -20.706798553466797,
51
- "loss": 399.2196,
52
- "nll_loss": 8.00178050994873,
53
- "rewards/accuracies": 0.512499988079071,
54
- "rewards/chosen": -10.996221542358398,
55
- "rewards/margins": -0.6428214907646179,
56
- "rewards/rejected": -10.353399276733398,
57
  "step": 15
58
  },
59
  {
60
  "epoch": 0.18962962962962962,
61
- "grad_norm": 3008.0,
62
  "learning_rate": 3.125e-05,
63
- "log_odds_chosen": -4.260960578918457,
64
- "log_odds_ratio": -9.433350563049316,
65
- "logps/chosen": -17.13646125793457,
66
- "logps/rejected": -12.87755298614502,
67
- "loss": 320.5827,
68
- "nll_loss": 6.233663558959961,
69
- "rewards/accuracies": 0.44062501192092896,
70
- "rewards/chosen": -8.568230628967285,
71
- "rewards/margins": -2.129453659057617,
72
- "rewards/rejected": -6.43877649307251,
73
  "step": 20
74
  },
75
  {
76
  "epoch": 0.23703703703703705,
77
- "grad_norm": 296.0,
78
  "learning_rate": 3.90625e-05,
79
- "log_odds_chosen": -0.10830163955688477,
80
- "log_odds_ratio": -1.7876460552215576,
81
- "logps/chosen": -3.861504316329956,
82
- "logps/rejected": -3.7353768348693848,
83
- "loss": 92.4915,
84
- "nll_loss": 2.6942696571350098,
85
  "rewards/accuracies": 0.5531250238418579,
86
- "rewards/chosen": -1.930752158164978,
87
- "rewards/margins": -0.06306387484073639,
88
- "rewards/rejected": -1.8676884174346924,
89
  "step": 25
90
  },
91
  {
92
  "epoch": 0.28444444444444444,
93
- "grad_norm": 189.0,
94
  "learning_rate": 4.6875e-05,
95
- "log_odds_chosen": 0.08914291858673096,
96
- "log_odds_ratio": -0.9090879559516907,
97
- "logps/chosen": -1.9305442571640015,
98
- "logps/rejected": -2.0069050788879395,
99
- "loss": 65.6584,
100
- "nll_loss": 2.0820810794830322,
101
- "rewards/accuracies": 0.5375000238418579,
102
- "rewards/chosen": -0.9652721285820007,
103
- "rewards/margins": 0.03818041831254959,
104
- "rewards/rejected": -1.0034525394439697,
105
  "step": 30
106
  },
107
  {
108
  "epoch": 0.33185185185185184,
109
- "grad_norm": 247.0,
110
  "learning_rate": 4.998613757348784e-05,
111
- "log_odds_chosen": 0.3332863748073578,
112
- "log_odds_ratio": -0.8136388063430786,
113
- "logps/chosen": -1.8473803997039795,
114
- "logps/rejected": -2.1461009979248047,
115
- "loss": 58.187,
116
- "nll_loss": 1.9638898372650146,
117
- "rewards/accuracies": 0.550000011920929,
118
- "rewards/chosen": -0.9236901998519897,
119
- "rewards/margins": 0.14936023950576782,
120
- "rewards/rejected": -1.0730504989624023,
121
  "step": 35
122
  },
123
  {
124
  "epoch": 0.37925925925925924,
125
- "grad_norm": 316.0,
126
  "learning_rate": 4.990147841143462e-05,
127
- "log_odds_chosen": 0.5912309885025024,
128
- "log_odds_ratio": -0.6898080110549927,
129
- "logps/chosen": -1.7279255390167236,
130
- "logps/rejected": -2.248690128326416,
131
- "loss": 53.4463,
132
- "nll_loss": 1.926064133644104,
133
- "rewards/accuracies": 0.65625,
134
- "rewards/chosen": -0.8639627695083618,
135
- "rewards/margins": 0.2603822350502014,
136
- "rewards/rejected": -1.124345064163208,
137
  "step": 40
138
  },
139
  {
140
  "epoch": 0.4266666666666667,
141
- "grad_norm": 436.0,
142
  "learning_rate": 4.97401218720448e-05,
143
- "log_odds_chosen": 1.5738911628723145,
144
- "log_odds_ratio": -0.6931017637252808,
145
- "logps/chosen": -1.9965721368789673,
146
- "logps/rejected": -3.4913876056671143,
147
- "loss": 42.7119,
148
- "nll_loss": 1.9767124652862549,
149
- "rewards/accuracies": 0.684374988079071,
150
- "rewards/chosen": -0.9982860684394836,
151
- "rewards/margins": 0.7474077939987183,
152
- "rewards/rejected": -1.7456938028335571,
153
  "step": 45
154
  },
155
  {
156
  "epoch": 0.4740740740740741,
157
- "grad_norm": 340.0,
158
  "learning_rate": 4.9502564938797946e-05,
159
- "log_odds_chosen": 0.7620365619659424,
160
- "log_odds_ratio": -0.7459171414375305,
161
- "logps/chosen": -1.7422816753387451,
162
- "logps/rejected": -2.4515380859375,
163
- "loss": 52.5226,
164
- "nll_loss": 1.9401613473892212,
165
- "rewards/accuracies": 0.6312500238418579,
166
- "rewards/chosen": -0.8711408376693726,
167
- "rewards/margins": 0.3546280860900879,
168
- "rewards/rejected": -1.22576904296875,
169
  "step": 50
170
  },
171
  {
172
  "epoch": 0.5214814814814814,
173
- "grad_norm": 336.0,
174
  "learning_rate": 4.918953929490768e-05,
175
- "log_odds_chosen": 2.066755533218384,
176
- "log_odds_ratio": -0.703250527381897,
177
- "logps/chosen": -2.0667014122009277,
178
- "logps/rejected": -4.0496721267700195,
179
- "loss": 43.0197,
180
- "nll_loss": 2.0524208545684814,
181
- "rewards/accuracies": 0.6812499761581421,
182
- "rewards/chosen": -1.0333507061004639,
183
- "rewards/margins": 0.9914852380752563,
184
- "rewards/rejected": -2.0248360633850098,
185
  "step": 55
186
  },
187
  {
188
  "epoch": 0.5688888888888889,
189
- "grad_norm": 310.0,
190
  "learning_rate": 4.88020090697132e-05,
191
- "log_odds_chosen": 1.32530677318573,
192
- "log_odds_ratio": -0.7277625799179077,
193
- "logps/chosen": -1.7378164529800415,
194
- "logps/rejected": -2.996918201446533,
195
- "loss": 46.4442,
196
- "nll_loss": 1.8602434396743774,
197
- "rewards/accuracies": 0.6656249761581421,
198
- "rewards/chosen": -0.8689082264900208,
199
- "rewards/margins": 0.6295510530471802,
200
- "rewards/rejected": -1.4984591007232666,
201
  "step": 60
202
  },
203
  {
204
  "epoch": 0.6162962962962963,
205
- "grad_norm": 418.0,
206
  "learning_rate": 4.834116786912897e-05,
207
- "log_odds_chosen": 2.172917604446411,
208
- "log_odds_ratio": -0.7570880651473999,
209
- "logps/chosen": -1.923484444618225,
210
- "logps/rejected": -4.014767169952393,
211
- "loss": 43.8154,
212
- "nll_loss": 2.0151474475860596,
213
- "rewards/accuracies": 0.671875,
214
- "rewards/chosen": -0.9617422223091125,
215
- "rewards/margins": 1.0456410646438599,
216
- "rewards/rejected": -2.0073835849761963,
217
  "step": 65
218
  },
219
  {
220
  "epoch": 0.6637037037037037,
221
- "grad_norm": 362.0,
222
  "learning_rate": 4.7808435099299045e-05,
223
- "log_odds_chosen": 3.7954392433166504,
224
- "log_odds_ratio": -0.6524917483329773,
225
- "logps/chosen": -2.0215845108032227,
226
- "logps/rejected": -5.7059245109558105,
227
- "loss": 31.4526,
228
- "nll_loss": 2.0003814697265625,
229
  "rewards/accuracies": 0.753125011920929,
230
- "rewards/chosen": -1.0107922554016113,
231
- "rewards/margins": 1.842170000076294,
232
- "rewards/rejected": -2.8529622554779053,
233
  "step": 70
234
  },
235
  {
236
  "epoch": 0.7111111111111111,
237
- "grad_norm": 644.0,
238
  "learning_rate": 4.720545159477922e-05,
239
- "log_odds_chosen": 2.579057216644287,
240
- "log_odds_ratio": -0.9140008687973022,
241
- "logps/chosen": -2.144348382949829,
242
- "logps/rejected": -4.612305641174316,
243
- "loss": 40.0912,
244
- "nll_loss": 1.925865888595581,
245
- "rewards/accuracies": 0.7250000238418579,
246
- "rewards/chosen": -1.0721741914749146,
247
- "rewards/margins": 1.2339783906936646,
248
- "rewards/rejected": -2.306152820587158,
249
  "step": 75
250
  },
251
  {
252
  "epoch": 0.7585185185185185,
253
- "grad_norm": 474.0,
254
  "learning_rate": 4.653407456471222e-05,
255
- "log_odds_chosen": 2.602337121963501,
256
- "log_odds_ratio": -0.8660507202148438,
257
- "logps/chosen": -2.392124891281128,
258
- "logps/rejected": -4.895805358886719,
259
- "loss": 45.2894,
260
- "nll_loss": 2.1908349990844727,
261
- "rewards/accuracies": 0.6781250238418579,
262
- "rewards/chosen": -1.196062445640564,
263
- "rewards/margins": 1.2518401145935059,
264
- "rewards/rejected": -2.4479026794433594,
265
  "step": 80
266
  },
267
  {
268
  "epoch": 0.8059259259259259,
269
- "grad_norm": 268.0,
270
  "learning_rate": 4.579637187256222e-05,
271
- "log_odds_chosen": 1.2037420272827148,
272
- "log_odds_ratio": -0.6474961042404175,
273
- "logps/chosen": -1.5563756227493286,
274
- "logps/rejected": -2.667034864425659,
275
- "loss": 40.2868,
276
- "nll_loss": 1.7489856481552124,
277
- "rewards/accuracies": 0.65625,
278
- "rewards/chosen": -0.7781878113746643,
279
- "rewards/margins": 0.5553296208381653,
280
- "rewards/rejected": -1.3335174322128296,
281
  "step": 85
282
  },
283
  {
284
  "epoch": 0.8533333333333334,
285
- "grad_norm": 372.0,
286
  "learning_rate": 4.499461566702685e-05,
287
- "log_odds_chosen": 5.79607629776001,
288
- "log_odds_ratio": -0.834893524646759,
289
- "logps/chosen": -2.230257987976074,
290
- "logps/rejected": -7.889917850494385,
291
- "loss": 33.4453,
292
- "nll_loss": 2.099855422973633,
293
- "rewards/accuracies": 0.7437499761581421,
294
- "rewards/chosen": -1.115128993988037,
295
- "rewards/margins": 2.8298299312591553,
296
- "rewards/rejected": -3.9449589252471924,
297
  "step": 90
298
  },
299
  {
300
  "epoch": 0.9007407407407407,
301
- "grad_norm": 644.0,
302
  "learning_rate": 4.413127538374411e-05,
303
- "log_odds_chosen": 2.9538180828094482,
304
- "log_odds_ratio": -0.7920938730239868,
305
- "logps/chosen": -1.8438174724578857,
306
- "logps/rejected": -4.690665245056152,
307
- "loss": 34.7808,
308
- "nll_loss": 1.8597549200057983,
309
- "rewards/accuracies": 0.690625011920929,
310
- "rewards/chosen": -0.9219087362289429,
311
- "rewards/margins": 1.4234240055084229,
312
- "rewards/rejected": -2.345332622528076,
313
  "step": 95
314
  },
315
  {
316
  "epoch": 0.9481481481481482,
317
- "grad_norm": 296.0,
318
  "learning_rate": 4.320901013934887e-05,
319
- "log_odds_chosen": 3.595071315765381,
320
- "log_odds_ratio": -0.8463969230651855,
321
- "logps/chosen": -2.0342302322387695,
322
- "logps/rejected": -5.500476837158203,
323
- "loss": 30.0336,
324
- "nll_loss": 2.020622491836548,
325
  "rewards/accuracies": 0.699999988079071,
326
- "rewards/chosen": -1.0171151161193848,
327
- "rewards/margins": 1.7331234216690063,
328
- "rewards/rejected": -2.7502384185791016,
329
  "step": 100
330
  },
331
  {
332
  "epoch": 0.9955555555555555,
333
- "grad_norm": 312.0,
334
  "learning_rate": 4.223066054130568e-05,
335
- "log_odds_chosen": 2.3394980430603027,
336
- "log_odds_ratio": -0.7494302988052368,
337
- "logps/chosen": -1.8197135925292969,
338
- "logps/rejected": -4.058799743652344,
339
- "loss": 35.016,
340
- "nll_loss": 1.9035847187042236,
341
- "rewards/accuracies": 0.668749988079071,
342
- "rewards/chosen": -0.9098567962646484,
343
- "rewards/margins": 1.1195429563522339,
344
- "rewards/rejected": -2.029399871826172,
345
  "step": 105
346
  },
347
  {
348
  "epoch": 1.0429629629629629,
349
- "grad_norm": 1912.0,
350
  "learning_rate": 4.1199239938743797e-05,
351
- "log_odds_chosen": 4.236447334289551,
352
- "log_odds_ratio": -0.4881769120693207,
353
- "logps/chosen": -2.2219159603118896,
354
- "logps/rejected": -6.284074306488037,
355
- "loss": 22.0456,
356
- "nll_loss": 2.1491634845733643,
357
- "rewards/accuracies": 0.8031250238418579,
358
- "rewards/chosen": -1.1109579801559448,
359
- "rewards/margins": 2.031079053878784,
360
- "rewards/rejected": -3.1420371532440186,
361
  "step": 110
362
  },
363
  {
364
  "epoch": 1.0903703703703704,
365
- "grad_norm": 382.0,
366
  "learning_rate": 4.0117925141242174e-05,
367
- "log_odds_chosen": 4.837921142578125,
368
- "log_odds_ratio": -0.5910585522651672,
369
- "logps/chosen": -1.997674584388733,
370
- "logps/rejected": -6.637750148773193,
371
- "loss": 16.3477,
372
- "nll_loss": 1.9437005519866943,
373
- "rewards/accuracies": 0.7749999761581421,
374
- "rewards/chosen": -0.9988372921943665,
375
- "rewards/margins": 2.320038318634033,
376
- "rewards/rejected": -3.3188750743865967,
377
  "step": 115
378
  },
379
  {
380
  "epoch": 1.1377777777777778,
381
- "grad_norm": 516.0,
382
  "learning_rate": 3.899004663415084e-05,
383
- "log_odds_chosen": 4.582813739776611,
384
- "log_odds_ratio": -0.4979763627052307,
385
- "logps/chosen": -1.5545316934585571,
386
- "logps/rejected": -5.910370826721191,
387
- "loss": 11.8075,
388
- "nll_loss": 1.7471332550048828,
389
- "rewards/accuracies": 0.784375011920929,
390
- "rewards/chosen": -0.7772658467292786,
391
- "rewards/margins": 2.177919626235962,
392
- "rewards/rejected": -2.9551854133605957,
393
  "step": 120
394
  },
395
  {
396
  "epoch": 1.1851851851851851,
397
- "grad_norm": 466.0,
398
  "learning_rate": 3.781907832058587e-05,
399
- "log_odds_chosen": 5.0084943771362305,
400
- "log_odds_ratio": -0.5646654367446899,
401
- "logps/chosen": -1.8939094543457031,
402
- "logps/rejected": -6.705332279205322,
403
- "loss": 12.4279,
404
- "nll_loss": 1.95928156375885,
405
- "rewards/accuracies": 0.778124988079071,
406
- "rewards/chosen": -0.9469547271728516,
407
- "rewards/margins": 2.4057114124298096,
408
- "rewards/rejected": -3.352666139602661,
409
  "step": 125
410
  },
411
  {
412
  "epoch": 1.2325925925925927,
413
- "grad_norm": 1016.0,
414
  "learning_rate": 3.660862682169282e-05,
415
- "log_odds_chosen": 6.262756824493408,
416
- "log_odds_ratio": -0.5206202268600464,
417
- "logps/chosen": -1.6548172235488892,
418
- "logps/rejected": -7.668360710144043,
419
- "loss": 2.6131,
420
- "nll_loss": 1.758933663368225,
421
- "rewards/accuracies": 0.809374988079071,
422
- "rewards/chosen": -0.8274086117744446,
423
- "rewards/margins": 3.006772041320801,
424
- "rewards/rejected": -3.8341803550720215,
425
  "step": 130
426
  },
427
  {
428
  "epoch": 1.28,
429
- "grad_norm": 506.0,
430
  "learning_rate": 3.5362420368134356e-05,
431
- "log_odds_chosen": 4.817102909088135,
432
- "log_odds_ratio": -0.6338304281234741,
433
- "logps/chosen": -1.9214130640029907,
434
- "logps/rejected": -6.519143104553223,
435
- "loss": 18.6154,
436
- "nll_loss": 1.8606481552124023,
437
- "rewards/accuracies": 0.800000011920929,
438
- "rewards/chosen": -0.9607065320014954,
439
- "rewards/margins": 2.2988650798797607,
440
- "rewards/rejected": -3.2595715522766113,
441
  "step": 135
442
  },
443
  {
444
  "epoch": 1.3274074074074074,
445
- "grad_norm": 956.0,
446
  "learning_rate": 3.408429731701635e-05,
447
- "log_odds_chosen": 4.097002983093262,
448
- "log_odds_ratio": -0.4646216034889221,
449
- "logps/chosen": -1.740180253982544,
450
- "logps/rejected": -5.640007972717285,
451
- "loss": 11.3345,
452
- "nll_loss": 1.65927255153656,
453
  "rewards/accuracies": 0.8062499761581421,
454
- "rewards/chosen": -0.870090126991272,
455
- "rewards/margins": 1.9499139785766602,
456
- "rewards/rejected": -2.8200039863586426,
457
  "step": 140
458
  },
459
  {
460
  "epoch": 1.374814814814815,
461
- "grad_norm": 1064.0,
462
  "learning_rate": 3.2778194329621104e-05,
463
- "log_odds_chosen": 7.051480770111084,
464
- "log_odds_ratio": -0.4304323196411133,
465
- "logps/chosen": -2.5247302055358887,
466
- "logps/rejected": -9.359436988830566,
467
- "loss": 5.1241,
468
- "nll_loss": 2.1758809089660645,
469
- "rewards/accuracies": 0.846875011920929,
470
- "rewards/chosen": -1.2623651027679443,
471
- "rewards/margins": 3.417353868484497,
472
- "rewards/rejected": -4.679718494415283,
473
  "step": 145
474
  },
475
  {
476
  "epoch": 1.4222222222222223,
477
- "grad_norm": 604.0,
478
  "learning_rate": 3.144813424636031e-05,
479
- "log_odds_chosen": 6.2552809715271,
480
- "log_odds_ratio": -0.4223237931728363,
481
- "logps/chosen": -1.5957365036010742,
482
- "logps/rejected": -7.607705116271973,
483
- "loss": 2.8133,
484
- "nll_loss": 1.7030588388442993,
485
- "rewards/accuracies": 0.8125,
486
- "rewards/chosen": -0.7978682518005371,
487
- "rewards/margins": 3.005984306335449,
488
- "rewards/rejected": -3.8038525581359863,
489
  "step": 150
490
  },
491
  {
492
  "epoch": 1.4696296296296296,
493
- "grad_norm": 972.0,
494
  "learning_rate": 3.0098213696293542e-05,
495
- "log_odds_chosen": 5.868264198303223,
496
- "log_odds_ratio": -0.7328829169273376,
497
- "logps/chosen": -2.398165225982666,
498
- "logps/rejected": -8.077600479125977,
499
- "loss": 14.0782,
500
- "nll_loss": 1.9348533153533936,
501
- "rewards/accuracies": 0.78125,
502
- "rewards/chosen": -1.199082612991333,
503
- "rewards/margins": 2.839717388153076,
504
- "rewards/rejected": -4.038800239562988,
505
  "step": 155
506
  },
507
  {
508
  "epoch": 1.5170370370370372,
509
- "grad_norm": 884.0,
510
  "learning_rate": 2.8732590479375165e-05,
511
- "log_odds_chosen": 7.269213676452637,
512
- "log_odds_ratio": -0.5041804909706116,
513
- "logps/chosen": -2.1709227561950684,
514
- "logps/rejected": -9.193258285522461,
515
- "loss": 1.1204,
516
- "nll_loss": 2.00057315826416,
517
- "rewards/accuracies": 0.824999988079071,
518
- "rewards/chosen": -1.0854613780975342,
519
- "rewards/margins": 3.511167526245117,
520
- "rewards/rejected": -4.5966291427612305,
521
  "step": 160
522
  },
523
  {
524
  "epoch": 1.5644444444444443,
525
- "grad_norm": 580.0,
526
  "learning_rate": 2.7355470760292956e-05,
527
- "log_odds_chosen": 6.614538669586182,
528
- "log_odds_ratio": -0.462197482585907,
529
- "logps/chosen": -1.875078797340393,
530
- "logps/rejected": -8.235835075378418,
531
- "loss": -2.3102,
532
- "nll_loss": 1.8360283374786377,
533
- "rewards/accuracies": 0.824999988079071,
534
- "rewards/chosen": -0.9375393986701965,
535
- "rewards/margins": 3.1803784370422363,
536
- "rewards/rejected": -4.117917537689209,
537
  "step": 165
538
  },
539
  {
540
  "epoch": 1.6118518518518519,
541
- "grad_norm": 1064.0,
542
  "learning_rate": 2.597109611334169e-05,
543
- "log_odds_chosen": 6.787781715393066,
544
- "log_odds_ratio": -0.5965229272842407,
545
- "logps/chosen": -2.1229805946350098,
546
- "logps/rejected": -8.671282768249512,
547
- "loss": -2.3052,
548
- "nll_loss": 1.9179661273956299,
549
- "rewards/accuracies": 0.828125,
550
- "rewards/chosen": -1.0614902973175049,
551
- "rewards/margins": 3.27415132522583,
552
- "rewards/rejected": -4.335641384124756,
553
  "step": 170
554
  },
555
  {
556
  "epoch": 1.6592592592592592,
557
- "grad_norm": 872.0,
558
  "learning_rate": 2.458373045823404e-05,
559
- "log_odds_chosen": 6.521327972412109,
560
- "log_odds_ratio": -0.528164267539978,
561
- "logps/chosen": -2.1449532508850098,
562
- "logps/rejected": -8.415470123291016,
563
- "loss": 1.3161,
564
- "nll_loss": 2.0013487339019775,
565
- "rewards/accuracies": 0.809374988079071,
566
- "rewards/chosen": -1.0724766254425049,
567
- "rewards/margins": 3.135258197784424,
568
- "rewards/rejected": -4.207735061645508,
569
  "step": 175
570
  },
571
  {
572
  "epoch": 1.7066666666666666,
573
- "grad_norm": 1256.0,
574
  "learning_rate": 2.3197646927086697e-05,
575
- "log_odds_chosen": 7.416574001312256,
576
- "log_odds_ratio": -0.5437217354774475,
577
- "logps/chosen": -2.012195587158203,
578
- "logps/rejected": -9.163311004638672,
579
- "loss": -6.5787,
580
- "nll_loss": 1.931572675704956,
581
- "rewards/accuracies": 0.815625011920929,
582
- "rewards/chosen": -1.0060977935791016,
583
- "rewards/margins": 3.575557231903076,
584
- "rewards/rejected": -4.581655502319336,
585
  "step": 180
586
  },
587
  {
588
  "epoch": 1.7540740740740741,
589
- "grad_norm": 500.0,
590
  "learning_rate": 2.1817114703032176e-05,
591
- "log_odds_chosen": 7.6875762939453125,
592
- "log_odds_ratio": -0.6660786867141724,
593
- "logps/chosen": -2.3043220043182373,
594
- "logps/rejected": -9.788423538208008,
595
- "loss": -4.8462,
596
- "nll_loss": 1.9335501194000244,
597
- "rewards/accuracies": 0.784375011920929,
598
- "rewards/chosen": -1.1521610021591187,
599
- "rewards/margins": 3.742050886154175,
600
- "rewards/rejected": -4.894211769104004,
601
  "step": 185
602
  },
603
  {
604
  "epoch": 1.8014814814814815,
605
- "grad_norm": 876.0,
606
  "learning_rate": 2.0446385870993467e-05,
607
- "log_odds_chosen": 6.940661430358887,
608
- "log_odds_ratio": -0.4403323233127594,
609
- "logps/chosen": -1.603877067565918,
610
- "logps/rejected": -8.270362854003906,
611
- "loss": -8.6702,
612
- "nll_loss": 1.6499793529510498,
613
- "rewards/accuracies": 0.8343750238418579,
614
- "rewards/chosen": -0.801938533782959,
615
- "rewards/margins": 3.333242893218994,
616
- "rewards/rejected": -4.135181427001953,
617
  "step": 190
618
  },
619
  {
620
  "epoch": 1.8488888888888888,
621
- "grad_norm": 1320.0,
622
  "learning_rate": 1.9089682321121834e-05,
623
- "log_odds_chosen": 9.642197608947754,
624
- "log_odds_ratio": -0.6060672402381897,
625
- "logps/chosen": -2.7960872650146484,
626
- "logps/rejected": -12.217751502990723,
627
- "loss": -4.8162,
628
- "nll_loss": 2.395156145095825,
629
- "rewards/accuracies": 0.8374999761581421,
630
- "rewards/chosen": -1.3980436325073242,
631
- "rewards/margins": 4.710832595825195,
632
- "rewards/rejected": -6.108875751495361,
633
  "step": 195
634
  },
635
  {
636
  "epoch": 1.8962962962962964,
637
- "grad_norm": 1240.0,
638
  "learning_rate": 1.775118274523545e-05,
639
- "log_odds_chosen": 6.639898777008057,
640
- "log_odds_ratio": -0.8482674360275269,
641
- "logps/chosen": -2.435774564743042,
642
- "logps/rejected": -8.842093467712402,
643
- "loss": 3.4566,
644
- "nll_loss": 1.9974777698516846,
645
- "rewards/accuracies": 0.7875000238418579,
646
- "rewards/chosen": -1.217887282371521,
647
- "rewards/margins": 3.203160047531128,
648
- "rewards/rejected": -4.421046733856201,
649
  "step": 200
650
  },
651
  {
652
  "epoch": 1.9437037037037037,
653
- "grad_norm": 900.0,
654
  "learning_rate": 1.643500976631037e-05,
655
- "log_odds_chosen": 6.316862106323242,
656
- "log_odds_ratio": -0.5562707781791687,
657
- "logps/chosen": -1.6930224895477295,
658
- "logps/rejected": -7.736858367919922,
659
- "loss": -2.5638,
660
- "nll_loss": 1.7886855602264404,
661
- "rewards/accuracies": 0.8374999761581421,
662
- "rewards/chosen": -0.8465112447738647,
663
- "rewards/margins": 3.0219178199768066,
664
- "rewards/rejected": -3.868429183959961,
665
  "step": 205
666
  },
667
  {
668
  "epoch": 1.991111111111111,
669
- "grad_norm": 940.0,
670
  "learning_rate": 1.514521724066537e-05,
671
- "log_odds_chosen": 6.6161909103393555,
672
- "log_odds_ratio": -0.8282305598258972,
673
- "logps/chosen": -2.5031771659851074,
674
- "logps/rejected": -8.889016151428223,
675
- "loss": 3.2385,
676
- "nll_loss": 1.9650413990020752,
677
- "rewards/accuracies": 0.7749999761581421,
678
- "rewards/chosen": -1.2515885829925537,
679
- "rewards/margins": 3.1929194927215576,
680
- "rewards/rejected": -4.444508075714111,
681
  "step": 210
682
  },
683
  {
684
  "epoch": 2.0385185185185186,
685
- "grad_norm": 652.0,
686
  "learning_rate": 1.3885777771950348e-05,
687
- "log_odds_chosen": 9.489248275756836,
688
- "log_odds_ratio": -0.48209771513938904,
689
- "logps/chosen": -1.8140331506729126,
690
- "logps/rejected": -10.948740005493164,
691
- "loss": -27.9736,
692
- "nll_loss": 1.7284278869628906,
693
- "rewards/accuracies": 0.8374999761581421,
694
- "rewards/chosen": -0.9070165753364563,
695
- "rewards/margins": 4.567353248596191,
696
- "rewards/rejected": -5.474370002746582,
697
  "step": 215
698
  },
699
  {
700
  "epoch": 2.0859259259259257,
701
- "grad_norm": 1088.0,
702
  "learning_rate": 1.2660570475395683e-05,
703
- "log_odds_chosen": 9.268631935119629,
704
- "log_odds_ratio": -0.5644906759262085,
705
- "logps/chosen": -2.2069149017333984,
706
- "logps/rejected": -11.19309139251709,
707
- "loss": -25.8251,
708
- "nll_loss": 1.8661258220672607,
709
- "rewards/accuracies": 0.840624988079071,
710
- "rewards/chosen": -1.1034574508666992,
711
- "rewards/margins": 4.493088722229004,
712
- "rewards/rejected": -5.596545696258545,
713
  "step": 220
714
  },
715
  {
716
  "epoch": 2.1333333333333333,
717
- "grad_norm": 1536.0,
718
  "learning_rate": 1.1473369030008974e-05,
719
- "log_odds_chosen": 13.42963695526123,
720
- "log_odds_ratio": -0.2936347424983978,
721
- "logps/chosen": -2.7818703651428223,
722
- "logps/rejected": -15.93250560760498,
723
- "loss": -38.3857,
724
- "nll_loss": 2.1401987075805664,
725
- "rewards/accuracies": 0.8999999761581421,
726
- "rewards/chosen": -1.3909351825714111,
727
- "rewards/margins": 6.5753173828125,
728
- "rewards/rejected": -7.96625280380249,
729
  "step": 225
730
  },
731
  {
732
  "epoch": 2.180740740740741,
733
- "grad_norm": 1392.0,
734
  "learning_rate": 1.0327830055518842e-05,
735
- "log_odds_chosen": 10.711917877197266,
736
- "log_odds_ratio": -0.31785595417022705,
737
- "logps/chosen": -1.934106469154358,
738
- "logps/rejected": -12.327714920043945,
739
- "loss": -36.8357,
740
- "nll_loss": 1.7895313501358032,
741
- "rewards/accuracies": 0.8968750238418579,
742
- "rewards/chosen": -0.967053234577179,
743
- "rewards/margins": 5.196803092956543,
744
- "rewards/rejected": -6.163857460021973,
745
  "step": 230
746
  },
747
  {
748
  "epoch": 2.228148148148148,
749
- "grad_norm": 668.0,
750
  "learning_rate": 9.227481849865235e-06,
751
- "log_odds_chosen": 10.63416862487793,
752
- "log_odds_ratio": -0.34915637969970703,
753
- "logps/chosen": -1.4962049722671509,
754
- "logps/rejected": -11.764998435974121,
755
- "loss": -36.5253,
756
- "nll_loss": 1.6011587381362915,
757
- "rewards/accuracies": 0.8687499761581421,
758
- "rewards/chosen": -0.7481024861335754,
759
- "rewards/margins": 5.134397029876709,
760
- "rewards/rejected": -5.8824992179870605,
761
  "step": 235
762
  },
763
  {
764
  "epoch": 2.2755555555555556,
765
- "grad_norm": 644.0,
766
  "learning_rate": 8.175713521924978e-06,
767
- "log_odds_chosen": 12.23620891571045,
768
- "log_odds_ratio": -0.1865963637828827,
769
- "logps/chosen": -1.4724217653274536,
770
- "logps/rejected": -13.347505569458008,
771
- "loss": -51.2,
772
- "nll_loss": 1.510587215423584,
773
- "rewards/accuracies": 0.8968750238418579,
774
- "rewards/chosen": -0.7362108826637268,
775
- "rewards/margins": 5.93754243850708,
776
- "rewards/rejected": -6.673752784729004,
777
  "step": 240
778
  },
779
  {
780
  "epoch": 2.322962962962963,
781
- "grad_norm": 1704.0,
782
  "learning_rate": 7.1757645529443665e-06,
783
- "log_odds_chosen": 15.528274536132812,
784
- "log_odds_ratio": -0.33081239461898804,
785
- "logps/chosen": -2.277860641479492,
786
- "logps/rejected": -17.496549606323242,
787
- "loss": -45.7833,
788
- "nll_loss": 2.0120162963867188,
789
- "rewards/accuracies": 0.9156249761581421,
790
- "rewards/chosen": -1.138930320739746,
791
- "rewards/margins": 7.609343528747559,
792
- "rewards/rejected": -8.748274803161621,
793
  "step": 245
794
  },
795
  {
796
  "epoch": 2.3703703703703702,
797
- "grad_norm": 1384.0,
798
  "learning_rate": 6.230714818829733e-06,
799
- "log_odds_chosen": 14.397786140441895,
800
- "log_odds_ratio": -0.28585368394851685,
801
- "logps/chosen": -2.087308645248413,
802
- "logps/rejected": -16.145244598388672,
803
- "loss": -41.6852,
804
- "nll_loss": 1.8240935802459717,
805
- "rewards/accuracies": 0.90625,
806
- "rewards/chosen": -1.0436543226242065,
807
- "rewards/margins": 7.02896785736084,
808
- "rewards/rejected": -8.072622299194336,
809
  "step": 250
810
  },
811
  {
812
  "epoch": 2.417777777777778,
813
- "grad_norm": 960.0,
814
  "learning_rate": 5.343475104027743e-06,
815
- "log_odds_chosen": 13.305925369262695,
816
- "log_odds_ratio": -0.2490675449371338,
817
- "logps/chosen": -1.9038841724395752,
818
- "logps/rejected": -14.872416496276855,
819
- "loss": -47.3843,
820
- "nll_loss": 1.7593896389007568,
821
- "rewards/accuracies": 0.90625,
822
- "rewards/chosen": -0.9519420862197876,
823
- "rewards/margins": 6.484266757965088,
824
- "rewards/rejected": -7.436208248138428,
825
  "step": 255
826
  },
827
  {
828
  "epoch": 2.4651851851851854,
829
- "grad_norm": 1152.0,
830
  "learning_rate": 4.516778136213037e-06,
831
- "log_odds_chosen": 13.447871208190918,
832
- "log_odds_ratio": -0.271032452583313,
833
- "logps/chosen": -1.6334911584854126,
834
- "logps/rejected": -14.739973068237305,
835
- "loss": -45.342,
836
- "nll_loss": 1.6864122152328491,
837
- "rewards/accuracies": 0.893750011920929,
838
- "rewards/chosen": -0.8167455792427063,
839
- "rewards/margins": 6.553240776062012,
840
- "rewards/rejected": -7.369986534118652,
841
  "step": 260
842
  },
843
  {
844
  "epoch": 2.5125925925925925,
845
- "grad_norm": 1080.0,
846
  "learning_rate": 3.7531701693965554e-06,
847
- "log_odds_chosen": 12.9279203414917,
848
- "log_odds_ratio": -0.3936213552951813,
849
- "logps/chosen": -1.8595199584960938,
850
- "logps/rejected": -14.45753288269043,
851
- "loss": -43.4362,
852
- "nll_loss": 1.7575229406356812,
853
- "rewards/accuracies": 0.8843749761581421,
854
- "rewards/chosen": -0.9297599792480469,
855
- "rewards/margins": 6.299006938934326,
856
- "rewards/rejected": -7.228766441345215,
857
  "step": 265
858
  },
859
  {
860
  "epoch": 2.56,
861
- "grad_norm": 1016.0,
862
  "learning_rate": 3.055003141378948e-06,
863
- "log_odds_chosen": 13.242762565612793,
864
- "log_odds_ratio": -0.2418208122253418,
865
- "logps/chosen": -1.5649698972702026,
866
- "logps/rejected": -14.447901725769043,
867
- "loss": -49.7394,
868
- "nll_loss": 1.635581612586975,
869
- "rewards/accuracies": 0.903124988079071,
870
- "rewards/chosen": -0.7824849486351013,
871
- "rewards/margins": 6.441465854644775,
872
- "rewards/rejected": -7.2239508628845215,
873
  "step": 270
874
  },
875
  {
876
  "epoch": 2.6074074074074076,
877
- "grad_norm": 1080.0,
878
  "learning_rate": 2.424427429704365e-06,
879
- "log_odds_chosen": 13.131576538085938,
880
- "log_odds_ratio": -0.24517115950584412,
881
- "logps/chosen": -1.7483772039413452,
882
- "logps/rejected": -14.538126945495605,
883
- "loss": -50.0705,
884
- "nll_loss": 1.7109159231185913,
885
- "rewards/accuracies": 0.918749988079071,
886
- "rewards/chosen": -0.8741886019706726,
887
- "rewards/margins": 6.394874572753906,
888
- "rewards/rejected": -7.269063472747803,
889
  "step": 275
890
  },
891
  {
892
  "epoch": 2.6548148148148147,
893
- "grad_norm": 1320.0,
894
  "learning_rate": 1.8633852284264508e-06,
895
- "log_odds_chosen": 12.429898262023926,
896
- "log_odds_ratio": -0.4006059169769287,
897
- "logps/chosen": -2.0325827598571777,
898
- "logps/rejected": -14.141799926757812,
899
- "loss": -34.9616,
900
- "nll_loss": 1.9175059795379639,
901
- "rewards/accuracies": 0.8656250238418579,
902
- "rewards/chosen": -1.0162913799285889,
903
- "rewards/margins": 6.054608345031738,
904
- "rewards/rejected": -7.070899963378906,
905
  "step": 280
906
  },
907
  {
908
  "epoch": 2.7022222222222223,
909
- "grad_norm": 1280.0,
910
  "learning_rate": 1.3736045660864034e-06,
911
- "log_odds_chosen": 11.897767066955566,
912
- "log_odds_ratio": -0.36061421036720276,
913
- "logps/chosen": -1.7342910766601562,
914
- "logps/rejected": -13.319345474243164,
915
- "loss": -42.368,
916
- "nll_loss": 1.7154544591903687,
917
- "rewards/accuracies": 0.871874988079071,
918
- "rewards/chosen": -0.8671455383300781,
919
- "rewards/margins": 5.792527198791504,
920
- "rewards/rejected": -6.659672737121582,
921
  "step": 285
922
  },
923
  {
924
  "epoch": 2.74962962962963,
925
- "grad_norm": 1472.0,
926
  "learning_rate": 9.565939833279192e-07,
927
- "log_odds_chosen": 12.41030216217041,
928
- "log_odds_ratio": -0.48926201462745667,
929
- "logps/chosen": -2.32023286819458,
930
- "logps/rejected": -14.431295394897461,
931
- "loss": -30.8903,
932
- "nll_loss": 2.0258736610412598,
933
- "rewards/accuracies": 0.8812500238418579,
934
- "rewards/chosen": -1.16011643409729,
935
- "rewards/margins": 6.0555315017700195,
936
- "rewards/rejected": -7.2156476974487305,
937
  "step": 290
938
  },
939
  {
940
  "epoch": 2.797037037037037,
941
- "grad_norm": 920.0,
942
  "learning_rate": 6.136378865420872e-07,
943
- "log_odds_chosen": 12.211552619934082,
944
- "log_odds_ratio": -0.4335884153842926,
945
- "logps/chosen": -1.8138420581817627,
946
- "logps/rejected": -13.713777542114258,
947
- "loss": -37.5638,
948
- "nll_loss": 1.7503633499145508,
949
- "rewards/accuracies": 0.859375,
950
- "rewards/chosen": -0.9069210290908813,
951
- "rewards/margins": 5.949967384338379,
952
- "rewards/rejected": -6.856888771057129,
953
  "step": 295
954
  },
955
  {
956
  "epoch": 2.8444444444444446,
957
- "grad_norm": 1648.0,
958
  "learning_rate": 3.45792591853214e-07,
959
- "log_odds_chosen": 13.25987434387207,
960
- "log_odds_ratio": -0.322501003742218,
961
- "logps/chosen": -1.6583086252212524,
962
- "logps/rejected": -14.573458671569824,
963
- "loss": -45.0139,
964
- "nll_loss": 1.6782853603363037,
965
- "rewards/accuracies": 0.8812500238418579,
966
- "rewards/chosen": -0.8291543126106262,
967
- "rewards/margins": 6.45757532119751,
968
- "rewards/rejected": -7.286729335784912,
969
  "step": 300
970
  },
971
  {
972
  "epoch": 2.891851851851852,
973
- "grad_norm": 1232.0,
974
  "learning_rate": 1.538830716302092e-07,
975
- "log_odds_chosen": 12.726137161254883,
976
- "log_odds_ratio": -0.36502203345298767,
977
- "logps/chosen": -1.7828433513641357,
978
- "logps/rejected": -14.167094230651855,
979
- "loss": -41.4455,
980
- "nll_loss": 1.751901626586914,
981
- "rewards/accuracies": 0.8843749761581421,
982
- "rewards/chosen": -0.8914216756820679,
983
- "rewards/margins": 6.19212532043457,
984
- "rewards/rejected": -7.083547115325928,
985
  "step": 305
986
  },
987
  {
988
  "epoch": 2.9392592592592592,
989
- "grad_norm": 1456.0,
990
  "learning_rate": 3.8500413544415025e-08,
991
- "log_odds_chosen": 13.806699752807617,
992
- "log_odds_ratio": -0.15578700602054596,
993
- "logps/chosen": -1.7442131042480469,
994
- "logps/rejected": -15.208877563476562,
995
- "loss": -47.4243,
996
- "nll_loss": 1.7841014862060547,
997
- "rewards/accuracies": 0.9312499761581421,
998
- "rewards/chosen": -0.8721065521240234,
999
- "rewards/margins": 6.732332706451416,
1000
- "rewards/rejected": -7.604438781738281,
1001
  "step": 310
1002
  },
1003
  {
1004
  "epoch": 2.986666666666667,
1005
- "grad_norm": 1952.0,
1006
  "learning_rate": 0.0,
1007
- "log_odds_chosen": 12.691495895385742,
1008
- "log_odds_ratio": -0.2689394950866699,
1009
- "logps/chosen": -1.6713707447052002,
1010
- "logps/rejected": -13.993799209594727,
1011
- "loss": -43.2258,
1012
- "nll_loss": 1.702843427658081,
1013
- "rewards/accuracies": 0.8843749761581421,
1014
- "rewards/chosen": -0.8356853723526001,
1015
- "rewards/margins": 6.1612138748168945,
1016
- "rewards/rejected": -6.996899604797363,
1017
  "step": 315
1018
  },
1019
  {
1020
  "epoch": 2.986666666666667,
1021
  "step": 315,
1022
  "total_flos": 0.0,
1023
- "train_loss": 25.709435809604706,
1024
- "train_runtime": 7268.7111,
1025
- "train_samples_per_second": 2.786,
1026
  "train_steps_per_second": 0.043
1027
  }
1028
  ],
 
10
  "log_history": [
11
  {
12
  "epoch": 0.047407407407407405,
13
+ "grad_norm": 1152.0,
14
  "learning_rate": 7.8125e-06,
15
+ "log_odds_chosen": -1.0631844997406006,
16
+ "log_odds_ratio": -11.005602836608887,
17
+ "logps/chosen": -22.707393646240234,
18
+ "logps/rejected": -21.644441604614258,
19
+ "loss": 467.0638,
20
+ "nll_loss": 9.838674545288086,
21
  "rewards/accuracies": 0.4781250059604645,
22
+ "rewards/chosen": -11.353696823120117,
23
+ "rewards/margins": -0.5314784646034241,
24
+ "rewards/rejected": -10.822220802307129,
25
  "step": 5
26
  },
27
  {
28
  "epoch": 0.09481481481481481,
29
+ "grad_norm": 600.0,
30
  "learning_rate": 1.5625e-05,
31
+ "log_odds_chosen": -3.1253325939178467,
32
+ "log_odds_ratio": -11.045626640319824,
33
+ "logps/chosen": -21.99468231201172,
34
+ "logps/rejected": -18.869693756103516,
35
+ "loss": 435.4043,
36
+ "nll_loss": 8.75256633758545,
37
+ "rewards/accuracies": 0.44062501192092896,
38
+ "rewards/chosen": -10.99734115600586,
39
+ "rewards/margins": -1.5624935626983643,
40
+ "rewards/rejected": -9.434846878051758,
41
  "step": 10
42
  },
43
  {
44
  "epoch": 0.14222222222222222,
45
+ "grad_norm": 464.0,
46
  "learning_rate": 2.34375e-05,
47
+ "log_odds_chosen": -1.283685564994812,
48
+ "log_odds_ratio": -11.318685531616211,
49
+ "logps/chosen": -21.985923767089844,
50
+ "logps/rejected": -20.700777053833008,
51
+ "loss": 412.295,
52
+ "nll_loss": 8.000757217407227,
53
+ "rewards/accuracies": 0.515625,
54
+ "rewards/chosen": -10.992961883544922,
55
+ "rewards/margins": -0.6425749063491821,
56
+ "rewards/rejected": -10.350388526916504,
57
  "step": 15
58
  },
59
  {
60
  "epoch": 0.18962962962962962,
61
+ "grad_norm": 3360.0,
62
  "learning_rate": 3.125e-05,
63
+ "log_odds_chosen": -4.3174591064453125,
64
+ "log_odds_ratio": -9.530021667480469,
65
+ "logps/chosen": -17.268482208251953,
66
+ "logps/rejected": -12.952882766723633,
67
+ "loss": 332.5653,
68
+ "nll_loss": 6.284921646118164,
69
+ "rewards/accuracies": 0.4375,
70
+ "rewards/chosen": -8.634241104125977,
71
+ "rewards/margins": -2.157799482345581,
72
+ "rewards/rejected": -6.476441383361816,
73
  "step": 20
74
  },
75
  {
76
  "epoch": 0.23703703703703705,
77
+ "grad_norm": 241.0,
78
  "learning_rate": 3.90625e-05,
79
+ "log_odds_chosen": -0.13406293094158173,
80
+ "log_odds_ratio": -1.9662774801254272,
81
+ "logps/chosen": -4.281245708465576,
82
+ "logps/rejected": -4.128834247589111,
83
+ "loss": 101.8704,
84
+ "nll_loss": 2.7933926582336426,
85
  "rewards/accuracies": 0.5531250238418579,
86
+ "rewards/chosen": -2.140622854232788,
87
+ "rewards/margins": -0.07620568573474884,
88
+ "rewards/rejected": -2.0644171237945557,
89
  "step": 25
90
  },
91
  {
92
  "epoch": 0.28444444444444444,
93
+ "grad_norm": 242.0,
94
  "learning_rate": 4.6875e-05,
95
+ "log_odds_chosen": 0.10939224064350128,
96
+ "log_odds_ratio": -0.8504419326782227,
97
+ "logps/chosen": -1.855107307434082,
98
+ "logps/rejected": -1.9498792886734009,
99
+ "loss": 64.8284,
100
+ "nll_loss": 2.0649564266204834,
101
+ "rewards/accuracies": 0.546875,
102
+ "rewards/chosen": -0.927553653717041,
103
+ "rewards/margins": 0.04738599434494972,
104
+ "rewards/rejected": -0.9749396443367004,
105
  "step": 30
106
  },
107
  {
108
  "epoch": 0.33185185185185184,
109
+ "grad_norm": 282.0,
110
  "learning_rate": 4.998613757348784e-05,
111
+ "log_odds_chosen": 0.3194878101348877,
112
+ "log_odds_ratio": -0.7833901643753052,
113
+ "logps/chosen": -1.7884143590927124,
114
+ "logps/rejected": -2.071709156036377,
115
+ "loss": 58.4951,
116
+ "nll_loss": 1.9425550699234009,
117
+ "rewards/accuracies": 0.543749988079071,
118
+ "rewards/chosen": -0.8942071795463562,
119
+ "rewards/margins": 0.14164744317531586,
120
+ "rewards/rejected": -1.0358545780181885,
121
  "step": 35
122
  },
123
  {
124
  "epoch": 0.37925925925925924,
125
+ "grad_norm": 214.0,
126
  "learning_rate": 4.990147841143462e-05,
127
+ "log_odds_chosen": 0.5328894853591919,
128
+ "log_odds_ratio": -0.6567676663398743,
129
+ "logps/chosen": -1.6281368732452393,
130
+ "logps/rejected": -2.09126877784729,
131
+ "loss": 53.2976,
132
+ "nll_loss": 1.8886241912841797,
133
+ "rewards/accuracies": 0.6656249761581421,
134
+ "rewards/chosen": -0.8140684366226196,
135
+ "rewards/margins": 0.2315659075975418,
136
+ "rewards/rejected": -1.045634388923645,
137
  "step": 40
138
  },
139
  {
140
  "epoch": 0.4266666666666667,
141
+ "grad_norm": 354.0,
142
  "learning_rate": 4.97401218720448e-05,
143
+ "log_odds_chosen": 1.3014285564422607,
144
+ "log_odds_ratio": -0.5872281789779663,
145
+ "logps/chosen": -1.680598497390747,
146
+ "logps/rejected": -2.899627208709717,
147
+ "loss": 46.0017,
148
+ "nll_loss": 1.8771553039550781,
149
+ "rewards/accuracies": 0.6968749761581421,
150
+ "rewards/chosen": -0.8402992486953735,
151
+ "rewards/margins": 0.6095143556594849,
152
+ "rewards/rejected": -1.4498136043548584,
153
  "step": 45
154
  },
155
  {
156
  "epoch": 0.4740740740740741,
157
+ "grad_norm": 226.0,
158
  "learning_rate": 4.9502564938797946e-05,
159
+ "log_odds_chosen": 0.6567279696464539,
160
+ "log_odds_ratio": -0.6511496305465698,
161
+ "logps/chosen": -1.4998167753219604,
162
+ "logps/rejected": -2.0936269760131836,
163
+ "loss": 49.0928,
164
+ "nll_loss": 1.7653518915176392,
165
+ "rewards/accuracies": 0.625,
166
+ "rewards/chosen": -0.7499083876609802,
167
+ "rewards/margins": 0.29690515995025635,
168
+ "rewards/rejected": -1.0468134880065918,
169
  "step": 50
170
  },
171
  {
172
  "epoch": 0.5214814814814814,
173
+ "grad_norm": 202.0,
174
  "learning_rate": 4.918953929490768e-05,
175
+ "log_odds_chosen": 1.189807653427124,
176
+ "log_odds_ratio": -0.617165744304657,
177
+ "logps/chosen": -1.565733551979065,
178
+ "logps/rejected": -2.669482707977295,
179
+ "loss": 44.8712,
180
+ "nll_loss": 1.786768913269043,
181
+ "rewards/accuracies": 0.671875,
182
+ "rewards/chosen": -0.7828667759895325,
183
+ "rewards/margins": 0.5518745183944702,
184
+ "rewards/rejected": -1.3347413539886475,
185
  "step": 55
186
  },
187
  {
188
  "epoch": 0.5688888888888889,
189
+ "grad_norm": 278.0,
190
  "learning_rate": 4.88020090697132e-05,
191
+ "log_odds_chosen": 1.5694297552108765,
192
+ "log_odds_ratio": -0.5945903062820435,
193
+ "logps/chosen": -1.5673797130584717,
194
+ "logps/rejected": -3.0414257049560547,
195
+ "loss": 44.6048,
196
+ "nll_loss": 1.8120968341827393,
197
+ "rewards/accuracies": 0.703125,
198
+ "rewards/chosen": -0.7836898565292358,
199
+ "rewards/margins": 0.7370229959487915,
200
+ "rewards/rejected": -1.5207128524780273,
201
  "step": 60
202
  },
203
  {
204
  "epoch": 0.6162962962962963,
205
+ "grad_norm": 160.0,
206
  "learning_rate": 4.834116786912897e-05,
207
+ "log_odds_chosen": 1.5031869411468506,
208
+ "log_odds_ratio": -0.663598895072937,
209
+ "logps/chosen": -1.6163688898086548,
210
+ "logps/rejected": -3.024693250656128,
211
+ "loss": 46.3428,
212
+ "nll_loss": 1.8134605884552002,
213
+ "rewards/accuracies": 0.675000011920929,
214
+ "rewards/chosen": -0.8081844449043274,
215
+ "rewards/margins": 0.7041621208190918,
216
+ "rewards/rejected": -1.512346625328064,
217
  "step": 65
218
  },
219
  {
220
  "epoch": 0.6637037037037037,
221
+ "grad_norm": 298.0,
222
  "learning_rate": 4.7808435099299045e-05,
223
+ "log_odds_chosen": 2.1792948246002197,
224
+ "log_odds_ratio": -0.5366494059562683,
225
+ "logps/chosen": -1.6390451192855835,
226
+ "logps/rejected": -3.6916420459747314,
227
+ "loss": 38.6914,
228
+ "nll_loss": 1.7929494380950928,
229
  "rewards/accuracies": 0.753125011920929,
230
+ "rewards/chosen": -0.8195225596427917,
231
+ "rewards/margins": 1.0262985229492188,
232
+ "rewards/rejected": -1.8458210229873657,
233
  "step": 70
234
  },
235
  {
236
  "epoch": 0.7111111111111111,
237
+ "grad_norm": 300.0,
238
  "learning_rate": 4.720545159477922e-05,
239
+ "log_odds_chosen": 1.6375625133514404,
240
+ "log_odds_ratio": -0.6377304196357727,
241
+ "logps/chosen": -1.5810494422912598,
242
+ "logps/rejected": -3.109715223312378,
243
+ "loss": 42.8578,
244
+ "nll_loss": 1.7745224237442017,
245
+ "rewards/accuracies": 0.703125,
246
+ "rewards/chosen": -0.7905247211456299,
247
+ "rewards/margins": 0.7643328905105591,
248
+ "rewards/rejected": -1.554857611656189,
249
  "step": 75
250
  },
251
  {
252
  "epoch": 0.7585185185185185,
253
+ "grad_norm": 208.0,
254
  "learning_rate": 4.653407456471222e-05,
255
+ "log_odds_chosen": 1.206108808517456,
256
+ "log_odds_ratio": -0.6781158447265625,
257
+ "logps/chosen": -1.5513617992401123,
258
+ "logps/rejected": -2.6515350341796875,
259
+ "loss": 44.2435,
260
+ "nll_loss": 1.7461738586425781,
261
+ "rewards/accuracies": 0.6312500238418579,
262
+ "rewards/chosen": -0.7756808996200562,
263
+ "rewards/margins": 0.5500864386558533,
264
+ "rewards/rejected": -1.3257675170898438,
265
  "step": 80
266
  },
267
  {
268
  "epoch": 0.8059259259259259,
269
+ "grad_norm": 282.0,
270
  "learning_rate": 4.579637187256222e-05,
271
+ "log_odds_chosen": 0.8860191106796265,
272
+ "log_odds_ratio": -0.5883544683456421,
273
+ "logps/chosen": -1.4292150735855103,
274
+ "logps/rejected": -2.2102513313293457,
275
+ "loss": 42.4359,
276
+ "nll_loss": 1.656638741493225,
277
+ "rewards/accuracies": 0.6499999761581421,
278
+ "rewards/chosen": -0.7146075367927551,
279
+ "rewards/margins": 0.3905182480812073,
280
+ "rewards/rejected": -1.1051256656646729,
281
  "step": 85
282
  },
283
  {
284
  "epoch": 0.8533333333333334,
285
+ "grad_norm": 1400.0,
286
  "learning_rate": 4.499461566702685e-05,
287
+ "log_odds_chosen": 2.8823413848876953,
288
+ "log_odds_ratio": -0.8564308285713196,
289
+ "logps/chosen": -2.120701789855957,
290
+ "logps/rejected": -4.8557209968566895,
291
+ "loss": 47.9855,
292
+ "nll_loss": 1.9995596408843994,
293
+ "rewards/accuracies": 0.7250000238418579,
294
+ "rewards/chosen": -1.0603508949279785,
295
+ "rewards/margins": 1.3675094842910767,
296
+ "rewards/rejected": -2.4278604984283447,
297
  "step": 90
298
  },
299
  {
300
  "epoch": 0.9007407407407407,
301
+ "grad_norm": 366.0,
302
  "learning_rate": 4.413127538374411e-05,
303
+ "log_odds_chosen": 1.6698837280273438,
304
+ "log_odds_ratio": -0.7055229544639587,
305
+ "logps/chosen": -1.6337862014770508,
306
+ "logps/rejected": -3.1812427043914795,
307
+ "loss": 41.8057,
308
+ "nll_loss": 1.781404733657837,
309
+ "rewards/accuracies": 0.684374988079071,
310
+ "rewards/chosen": -0.8168931007385254,
311
+ "rewards/margins": 0.7737283110618591,
312
+ "rewards/rejected": -1.5906213521957397,
313
  "step": 95
314
  },
315
  {
316
  "epoch": 0.9481481481481482,
317
+ "grad_norm": 364.0,
318
  "learning_rate": 4.320901013934887e-05,
319
+ "log_odds_chosen": 1.8235197067260742,
320
+ "log_odds_ratio": -0.5255730748176575,
321
+ "logps/chosen": -1.462209939956665,
322
+ "logps/rejected": -3.1428921222686768,
323
+ "loss": 34.1059,
324
+ "nll_loss": 1.6777896881103516,
325
  "rewards/accuracies": 0.699999988079071,
326
+ "rewards/chosen": -0.7311049699783325,
327
+ "rewards/margins": 0.840340793132782,
328
+ "rewards/rejected": -1.5714460611343384,
329
  "step": 100
330
  },
331
  {
332
  "epoch": 0.9955555555555555,
333
+ "grad_norm": 268.0,
334
  "learning_rate": 4.223066054130568e-05,
335
+ "log_odds_chosen": 1.5804908275604248,
336
+ "log_odds_ratio": -0.580092191696167,
337
+ "logps/chosen": -1.4532772302627563,
338
+ "logps/rejected": -2.918117046356201,
339
+ "loss": 37.4817,
340
+ "nll_loss": 1.6894712448120117,
341
+ "rewards/accuracies": 0.690625011920929,
342
+ "rewards/chosen": -0.7266386151313782,
343
+ "rewards/margins": 0.7324199080467224,
344
+ "rewards/rejected": -1.4590585231781006,
345
  "step": 105
346
  },
347
  {
348
  "epoch": 1.0429629629629629,
349
+ "grad_norm": 286.0,
350
  "learning_rate": 4.1199239938743797e-05,
351
+ "log_odds_chosen": 2.7626733779907227,
352
+ "log_odds_ratio": -0.424811989068985,
353
+ "logps/chosen": -1.4315791130065918,
354
+ "logps/rejected": -3.964046001434326,
355
+ "loss": 24.2139,
356
+ "nll_loss": 1.5723967552185059,
357
+ "rewards/accuracies": 0.796875,
358
+ "rewards/chosen": -0.7157895565032959,
359
+ "rewards/margins": 1.2662335634231567,
360
+ "rewards/rejected": -1.982023000717163,
361
  "step": 110
362
  },
363
  {
364
  "epoch": 1.0903703703703704,
365
+ "grad_norm": 254.0,
366
  "learning_rate": 4.0117925141242174e-05,
367
+ "log_odds_chosen": 3.299778461456299,
368
+ "log_odds_ratio": -0.5258711576461792,
369
+ "logps/chosen": -1.3833136558532715,
370
+ "logps/rejected": -4.405320644378662,
371
+ "loss": 25.4402,
372
+ "nll_loss": 1.6238991022109985,
373
+ "rewards/accuracies": 0.784375011920929,
374
+ "rewards/chosen": -0.6916568279266357,
375
+ "rewards/margins": 1.5110036134719849,
376
+ "rewards/rejected": -2.202660322189331,
377
  "step": 115
378
  },
379
  {
380
  "epoch": 1.1377777777777778,
381
+ "grad_norm": 528.0,
382
  "learning_rate": 3.899004663415084e-05,
383
+ "log_odds_chosen": 2.667694568634033,
384
+ "log_odds_ratio": -0.40380731225013733,
385
+ "logps/chosen": -1.2623659372329712,
386
+ "logps/rejected": -3.6577308177948,
387
+ "loss": 23.1023,
388
+ "nll_loss": 1.5065176486968994,
389
+ "rewards/accuracies": 0.815625011920929,
390
+ "rewards/chosen": -0.6311829686164856,
391
+ "rewards/margins": 1.1976823806762695,
392
+ "rewards/rejected": -1.8288654088974,
393
  "step": 120
394
  },
395
  {
396
  "epoch": 1.1851851851851851,
397
+ "grad_norm": 342.0,
398
  "learning_rate": 3.781907832058587e-05,
399
+ "log_odds_chosen": 2.9293477535247803,
400
+ "log_odds_ratio": -0.45116695761680603,
401
+ "logps/chosen": -1.4864990711212158,
402
+ "logps/rejected": -4.153409957885742,
403
+ "loss": 25.0104,
404
+ "nll_loss": 1.6183675527572632,
405
+ "rewards/accuracies": 0.8031250238418579,
406
+ "rewards/chosen": -0.7432495355606079,
407
+ "rewards/margins": 1.3334555625915527,
408
+ "rewards/rejected": -2.076704978942871,
409
  "step": 125
410
  },
411
  {
412
  "epoch": 1.2325925925925927,
413
+ "grad_norm": 268.0,
414
  "learning_rate": 3.660862682169282e-05,
415
+ "log_odds_chosen": 3.8303322792053223,
416
+ "log_odds_ratio": -0.37618154287338257,
417
+ "logps/chosen": -1.4800456762313843,
418
+ "logps/rejected": -5.02761697769165,
419
+ "loss": 18.1555,
420
+ "nll_loss": 1.5957032442092896,
421
+ "rewards/accuracies": 0.8343750238418579,
422
+ "rewards/chosen": -0.7400228381156921,
423
+ "rewards/margins": 1.7737855911254883,
424
+ "rewards/rejected": -2.513808488845825,
425
  "step": 130
426
  },
427
  {
428
  "epoch": 1.28,
429
+ "grad_norm": 458.0,
430
  "learning_rate": 3.5362420368134356e-05,
431
+ "log_odds_chosen": 2.9902822971343994,
432
+ "log_odds_ratio": -0.43725720047950745,
433
+ "logps/chosen": -1.473851203918457,
434
+ "logps/rejected": -4.198307991027832,
435
+ "loss": 22.4211,
436
+ "nll_loss": 1.5640933513641357,
437
+ "rewards/accuracies": 0.8218749761581421,
438
+ "rewards/chosen": -0.7369256019592285,
439
+ "rewards/margins": 1.362228274345398,
440
+ "rewards/rejected": -2.099153995513916,
441
  "step": 135
442
  },
443
  {
444
  "epoch": 1.3274074074074074,
445
+ "grad_norm": 201.0,
446
  "learning_rate": 3.408429731701635e-05,
447
+ "log_odds_chosen": 2.826463460922241,
448
+ "log_odds_ratio": -0.39234691858291626,
449
+ "logps/chosen": -1.3628809452056885,
450
+ "logps/rejected": -3.936453342437744,
451
+ "loss": 21.0249,
452
+ "nll_loss": 1.5445901155471802,
453
  "rewards/accuracies": 0.8062499761581421,
454
+ "rewards/chosen": -0.6814404726028442,
455
+ "rewards/margins": 1.2867863178253174,
456
+ "rewards/rejected": -1.968226671218872,
457
  "step": 140
458
  },
459
  {
460
  "epoch": 1.374814814814815,
461
+ "grad_norm": 784.0,
462
  "learning_rate": 3.2778194329621104e-05,
463
+ "log_odds_chosen": 3.861825942993164,
464
+ "log_odds_ratio": -0.3445121943950653,
465
+ "logps/chosen": -1.6509920358657837,
466
+ "logps/rejected": -5.243237495422363,
467
+ "loss": 18.864,
468
+ "nll_loss": 1.7057406902313232,
469
+ "rewards/accuracies": 0.8843749761581421,
470
+ "rewards/chosen": -0.8254960179328918,
471
+ "rewards/margins": 1.7961229085922241,
472
+ "rewards/rejected": -2.6216187477111816,
473
  "step": 145
474
  },
475
  {
476
  "epoch": 1.4222222222222223,
477
+ "grad_norm": 316.0,
478
  "learning_rate": 3.144813424636031e-05,
479
+ "log_odds_chosen": 4.123653888702393,
480
+ "log_odds_ratio": -0.4155045449733734,
481
+ "logps/chosen": -1.6837345361709595,
482
+ "logps/rejected": -5.53621768951416,
483
+ "loss": 18.678,
484
+ "nll_loss": 1.6780169010162354,
485
+ "rewards/accuracies": 0.831250011920929,
486
+ "rewards/chosen": -0.8418672680854797,
487
+ "rewards/margins": 1.9262415170669556,
488
+ "rewards/rejected": -2.76810884475708,
489
  "step": 150
490
  },
491
  {
492
  "epoch": 1.4696296296296296,
493
+ "grad_norm": 466.0,
494
  "learning_rate": 3.0098213696293542e-05,
495
+ "log_odds_chosen": 3.181971311569214,
496
+ "log_odds_ratio": -0.4872185289859772,
497
+ "logps/chosen": -1.4469890594482422,
498
+ "logps/rejected": -4.361490726470947,
499
+ "loss": 21.8554,
500
+ "nll_loss": 1.5998506546020508,
501
+ "rewards/accuracies": 0.815625011920929,
502
+ "rewards/chosen": -0.7234945297241211,
503
+ "rewards/margins": 1.457250952720642,
504
+ "rewards/rejected": -2.1807453632354736,
505
  "step": 155
506
  },
507
  {
508
  "epoch": 1.5170370370370372,
509
+ "grad_norm": 412.0,
510
  "learning_rate": 2.8732590479375165e-05,
511
+ "log_odds_chosen": 4.313605308532715,
512
+ "log_odds_ratio": -0.4044560492038727,
513
+ "logps/chosen": -1.7111812829971313,
514
+ "logps/rejected": -5.7456865310668945,
515
+ "loss": 14.9335,
516
+ "nll_loss": 1.6823270320892334,
517
+ "rewards/accuracies": 0.8343750238418579,
518
+ "rewards/chosen": -0.8555906414985657,
519
+ "rewards/margins": 2.0172524452209473,
520
+ "rewards/rejected": -2.8728432655334473,
521
  "step": 160
522
  },
523
  {
524
  "epoch": 1.5644444444444443,
525
+ "grad_norm": 270.0,
526
  "learning_rate": 2.7355470760292956e-05,
527
+ "log_odds_chosen": 3.449075698852539,
528
+ "log_odds_ratio": -0.4021359980106354,
529
+ "logps/chosen": -1.360383152961731,
530
+ "logps/rejected": -4.50086784362793,
531
+ "loss": 17.5439,
532
+ "nll_loss": 1.5542360544204712,
533
+ "rewards/accuracies": 0.8531249761581421,
534
+ "rewards/chosen": -0.6801915764808655,
535
+ "rewards/margins": 1.5702422857284546,
536
+ "rewards/rejected": -2.250433921813965,
537
  "step": 165
538
  },
539
  {
540
  "epoch": 1.6118518518518519,
541
+ "grad_norm": 334.0,
542
  "learning_rate": 2.597109611334169e-05,
543
+ "log_odds_chosen": 4.0982818603515625,
544
+ "log_odds_ratio": -0.4611207842826843,
545
+ "logps/chosen": -1.5969505310058594,
546
+ "logps/rejected": -5.419460773468018,
547
+ "loss": 18.2855,
548
+ "nll_loss": 1.6615581512451172,
549
+ "rewards/accuracies": 0.84375,
550
+ "rewards/chosen": -0.7984752655029297,
551
+ "rewards/margins": 1.911254644393921,
552
+ "rewards/rejected": -2.709730386734009,
553
  "step": 170
554
  },
555
  {
556
  "epoch": 1.6592592592592592,
557
+ "grad_norm": 424.0,
558
  "learning_rate": 2.458373045823404e-05,
559
+ "log_odds_chosen": 3.9468979835510254,
560
+ "log_odds_ratio": -0.36181649565696716,
561
+ "logps/chosen": -1.4357500076293945,
562
+ "logps/rejected": -5.089698791503906,
563
+ "loss": 14.1876,
564
+ "nll_loss": 1.5684595108032227,
565
+ "rewards/accuracies": 0.8218749761581421,
566
+ "rewards/chosen": -0.7178750038146973,
567
+ "rewards/margins": 1.8269745111465454,
568
+ "rewards/rejected": -2.544849395751953,
569
  "step": 175
570
  },
571
  {
572
  "epoch": 1.7066666666666666,
573
+ "grad_norm": 692.0,
574
  "learning_rate": 2.3197646927086697e-05,
575
+ "log_odds_chosen": 3.9691085815429688,
576
+ "log_odds_ratio": -0.35701385140419006,
577
+ "logps/chosen": -1.550195336341858,
578
+ "logps/rejected": -5.20673942565918,
579
+ "loss": 14.9335,
580
+ "nll_loss": 1.635414719581604,
581
+ "rewards/accuracies": 0.8843749761581421,
582
+ "rewards/chosen": -0.775097668170929,
583
+ "rewards/margins": 1.8282718658447266,
584
+ "rewards/rejected": -2.60336971282959,
585
  "step": 180
586
  },
587
  {
588
  "epoch": 1.7540740740740741,
589
+ "grad_norm": 304.0,
590
  "learning_rate": 2.1817114703032176e-05,
591
+ "log_odds_chosen": 4.004181861877441,
592
+ "log_odds_ratio": -0.4124390184879303,
593
+ "logps/chosen": -1.5889790058135986,
594
+ "logps/rejected": -5.336648464202881,
595
+ "loss": 13.5162,
596
+ "nll_loss": 1.580910563468933,
597
+ "rewards/accuracies": 0.828125,
598
+ "rewards/chosen": -0.7944895029067993,
599
+ "rewards/margins": 1.8738348484039307,
600
+ "rewards/rejected": -2.6683242321014404,
601
  "step": 185
602
  },
603
  {
604
  "epoch": 1.8014814814814815,
605
+ "grad_norm": 344.0,
606
  "learning_rate": 2.0446385870993467e-05,
607
+ "log_odds_chosen": 3.7639663219451904,
608
+ "log_odds_ratio": -0.3424893021583557,
609
+ "logps/chosen": -1.3625359535217285,
610
+ "logps/rejected": -4.8325395584106445,
611
+ "loss": 10.6844,
612
+ "nll_loss": 1.4781030416488647,
613
+ "rewards/accuracies": 0.856249988079071,
614
+ "rewards/chosen": -0.6812679767608643,
615
+ "rewards/margins": 1.735001564025879,
616
+ "rewards/rejected": -2.4162697792053223,
617
  "step": 190
618
  },
619
  {
620
  "epoch": 1.8488888888888888,
621
+ "grad_norm": 632.0,
622
  "learning_rate": 1.9089682321121834e-05,
623
+ "log_odds_chosen": 4.872841835021973,
624
+ "log_odds_ratio": -0.3931121528148651,
625
+ "logps/chosen": -1.8755972385406494,
626
+ "logps/rejected": -6.473967552185059,
627
+ "loss": 14.5199,
628
+ "nll_loss": 1.8242985010147095,
629
+ "rewards/accuracies": 0.859375,
630
+ "rewards/chosen": -0.9377986192703247,
631
+ "rewards/margins": 2.299185037612915,
632
+ "rewards/rejected": -3.2369837760925293,
633
  "step": 195
634
  },
635
  {
636
  "epoch": 1.8962962962962964,
637
+ "grad_norm": 438.0,
638
  "learning_rate": 1.775118274523545e-05,
639
+ "log_odds_chosen": 3.7074005603790283,
640
+ "log_odds_ratio": -0.5268596410751343,
641
+ "logps/chosen": -1.7662988901138306,
642
+ "logps/rejected": -5.216193199157715,
643
+ "loss": 20.4733,
644
+ "nll_loss": 1.7086811065673828,
645
+ "rewards/accuracies": 0.8062499761581421,
646
+ "rewards/chosen": -0.8831494450569153,
647
+ "rewards/margins": 1.724947214126587,
648
+ "rewards/rejected": -2.6080965995788574,
649
  "step": 200
650
  },
651
  {
652
  "epoch": 1.9437037037037037,
653
+ "grad_norm": 576.0,
654
  "learning_rate": 1.643500976631037e-05,
655
+ "log_odds_chosen": 3.051617383956909,
656
+ "log_odds_ratio": -0.38788479566574097,
657
+ "logps/chosen": -1.2543895244598389,
658
+ "logps/rejected": -4.006674289703369,
659
+ "loss": 16.8108,
660
+ "nll_loss": 1.5027841329574585,
661
+ "rewards/accuracies": 0.8218749761581421,
662
+ "rewards/chosen": -0.6271947622299194,
663
+ "rewards/margins": 1.3761423826217651,
664
+ "rewards/rejected": -2.0033371448516846,
665
  "step": 205
666
  },
667
  {
668
  "epoch": 1.991111111111111,
669
+ "grad_norm": 386.0,
670
  "learning_rate": 1.514521724066537e-05,
671
+ "log_odds_chosen": 3.231032609939575,
672
+ "log_odds_ratio": -0.43392324447631836,
673
+ "logps/chosen": -1.4704937934875488,
674
+ "logps/rejected": -4.4187726974487305,
675
+ "loss": 17.4563,
676
+ "nll_loss": 1.565903902053833,
677
+ "rewards/accuracies": 0.8062499761581421,
678
+ "rewards/chosen": -0.7352468967437744,
679
+ "rewards/margins": 1.4741394519805908,
680
+ "rewards/rejected": -2.2093863487243652,
681
  "step": 210
682
  },
683
  {
684
  "epoch": 2.0385185185185186,
685
+ "grad_norm": 278.0,
686
  "learning_rate": 1.3885777771950348e-05,
687
+ "log_odds_chosen": 5.03135871887207,
688
+ "log_odds_ratio": -0.3135664165019989,
689
+ "logps/chosen": -1.407021164894104,
690
+ "logps/rejected": -6.015364646911621,
691
+ "loss": 0.5226,
692
+ "nll_loss": 1.4759743213653564,
693
+ "rewards/accuracies": 0.862500011920929,
694
+ "rewards/chosen": -0.703510582447052,
695
+ "rewards/margins": 2.3041718006134033,
696
+ "rewards/rejected": -3.0076823234558105,
697
  "step": 215
698
  },
699
  {
700
  "epoch": 2.0859259259259257,
701
+ "grad_norm": 378.0,
702
  "learning_rate": 1.2660570475395683e-05,
703
+ "log_odds_chosen": 5.138548374176025,
704
+ "log_odds_ratio": -0.25997596979141235,
705
+ "logps/chosen": -1.37165367603302,
706
+ "logps/rejected": -6.125999450683594,
707
+ "loss": -0.8241,
708
+ "nll_loss": 1.4749200344085693,
709
+ "rewards/accuracies": 0.887499988079071,
710
+ "rewards/chosen": -0.68582683801651,
711
+ "rewards/margins": 2.3771729469299316,
712
+ "rewards/rejected": -3.062999725341797,
713
  "step": 220
714
  },
715
  {
716
  "epoch": 2.1333333333333333,
717
+ "grad_norm": 396.0,
718
  "learning_rate": 1.1473369030008974e-05,
719
+ "log_odds_chosen": 6.11403751373291,
720
+ "log_odds_ratio": -0.1846025437116623,
721
+ "logps/chosen": -1.402966856956482,
722
+ "logps/rejected": -7.111693382263184,
723
+ "loss": -8.5304,
724
+ "nll_loss": 1.5103604793548584,
725
+ "rewards/accuracies": 0.918749988079071,
726
+ "rewards/chosen": -0.701483428478241,
727
+ "rewards/margins": 2.854363441467285,
728
+ "rewards/rejected": -3.555846691131592,
729
  "step": 225
730
  },
731
  {
732
  "epoch": 2.180740740740741,
733
+ "grad_norm": 368.0,
734
  "learning_rate": 1.0327830055518842e-05,
735
+ "log_odds_chosen": 6.256018161773682,
736
+ "log_odds_ratio": -0.18493634462356567,
737
+ "logps/chosen": -1.3649917840957642,
738
+ "logps/rejected": -7.209232330322266,
739
+ "loss": -7.4943,
740
+ "nll_loss": 1.4895808696746826,
741
+ "rewards/accuracies": 0.918749988079071,
742
+ "rewards/chosen": -0.6824958920478821,
743
+ "rewards/margins": 2.9221205711364746,
744
+ "rewards/rejected": -3.604616165161133,
745
  "step": 230
746
  },
747
  {
748
  "epoch": 2.228148148148148,
749
+ "grad_norm": 328.0,
750
  "learning_rate": 9.227481849865235e-06,
751
+ "log_odds_chosen": 6.152120113372803,
752
+ "log_odds_ratio": -0.22947028279304504,
753
+ "logps/chosen": -1.2814245223999023,
754
+ "logps/rejected": -7.014758110046387,
755
+ "loss": -6.2174,
756
+ "nll_loss": 1.4657459259033203,
757
+ "rewards/accuracies": 0.9156249761581421,
758
+ "rewards/chosen": -0.6407122611999512,
759
+ "rewards/margins": 2.866666793823242,
760
+ "rewards/rejected": -3.5073790550231934,
761
  "step": 235
762
  },
763
  {
764
  "epoch": 2.2755555555555556,
765
+ "grad_norm": 440.0,
766
  "learning_rate": 8.175713521924978e-06,
767
+ "log_odds_chosen": 6.160048484802246,
768
+ "log_odds_ratio": -0.1592252552509308,
769
+ "logps/chosen": -1.235910177230835,
770
+ "logps/rejected": -6.972237586975098,
771
+ "loss": -8.9307,
772
+ "nll_loss": 1.388727068901062,
773
+ "rewards/accuracies": 0.921875,
774
+ "rewards/chosen": -0.6179550886154175,
775
+ "rewards/margins": 2.8681633472442627,
776
+ "rewards/rejected": -3.486118793487549,
777
  "step": 240
778
  },
779
  {
780
  "epoch": 2.322962962962963,
781
+ "grad_norm": 412.0,
782
  "learning_rate": 7.1757645529443665e-06,
783
+ "log_odds_chosen": 6.512506008148193,
784
+ "log_odds_ratio": -0.16299432516098022,
785
+ "logps/chosen": -1.2822771072387695,
786
+ "logps/rejected": -7.385122776031494,
787
+ "loss": -10.2451,
788
+ "nll_loss": 1.4544556140899658,
789
+ "rewards/accuracies": 0.9437500238418579,
790
+ "rewards/chosen": -0.6411385536193848,
791
+ "rewards/margins": 3.051422595977783,
792
+ "rewards/rejected": -3.692561388015747,
793
  "step": 245
794
  },
795
  {
796
  "epoch": 2.3703703703703702,
797
+ "grad_norm": 366.0,
798
  "learning_rate": 6.230714818829733e-06,
799
+ "log_odds_chosen": 6.763820648193359,
800
+ "log_odds_ratio": -0.15657763183116913,
801
+ "logps/chosen": -1.2465496063232422,
802
+ "logps/rejected": -7.550148010253906,
803
+ "loss": -8.9088,
804
+ "nll_loss": 1.4477818012237549,
805
+ "rewards/accuracies": 0.9281250238418579,
806
+ "rewards/chosen": -0.6232748031616211,
807
+ "rewards/margins": 3.151798963546753,
808
+ "rewards/rejected": -3.775074005126953,
809
  "step": 250
810
  },
811
  {
812
  "epoch": 2.417777777777778,
813
+ "grad_norm": 348.0,
814
  "learning_rate": 5.343475104027743e-06,
815
+ "log_odds_chosen": 6.812985897064209,
816
+ "log_odds_ratio": -0.13997027277946472,
817
+ "logps/chosen": -1.285111665725708,
818
+ "logps/rejected": -7.66811990737915,
819
+ "loss": -11.2052,
820
+ "nll_loss": 1.4328773021697998,
821
+ "rewards/accuracies": 0.9468749761581421,
822
+ "rewards/chosen": -0.642555832862854,
823
+ "rewards/margins": 3.1915042400360107,
824
+ "rewards/rejected": -3.834059953689575,
825
  "step": 255
826
  },
827
  {
828
  "epoch": 2.4651851851851854,
829
+ "grad_norm": 632.0,
830
  "learning_rate": 4.516778136213037e-06,
831
+ "log_odds_chosen": 6.276130676269531,
832
+ "log_odds_ratio": -0.18893949687480927,
833
+ "logps/chosen": -1.3154428005218506,
834
+ "logps/rejected": -7.166337013244629,
835
+ "loss": -5.5648,
836
+ "nll_loss": 1.4617598056793213,
837
+ "rewards/accuracies": 0.9156249761581421,
838
+ "rewards/chosen": -0.6577214002609253,
839
+ "rewards/margins": 2.9254469871520996,
840
+ "rewards/rejected": -3.5831685066223145,
841
  "step": 260
842
  },
843
  {
844
  "epoch": 2.5125925925925925,
845
+ "grad_norm": 644.0,
846
  "learning_rate": 3.7531701693965554e-06,
847
+ "log_odds_chosen": 6.7295122146606445,
848
+ "log_odds_ratio": -0.2116066962480545,
849
+ "logps/chosen": -1.275740623474121,
850
+ "logps/rejected": -7.586668968200684,
851
+ "loss": -9.4219,
852
+ "nll_loss": 1.4439576864242554,
853
+ "rewards/accuracies": 0.9312499761581421,
854
+ "rewards/chosen": -0.6378703117370605,
855
+ "rewards/margins": 3.155463933944702,
856
+ "rewards/rejected": -3.793334484100342,
857
  "step": 265
858
  },
859
  {
860
  "epoch": 2.56,
861
+ "grad_norm": 314.0,
862
  "learning_rate": 3.055003141378948e-06,
863
+ "log_odds_chosen": 6.7960004806518555,
864
+ "log_odds_ratio": -0.18422751128673553,
865
+ "logps/chosen": -1.1799513101577759,
866
+ "logps/rejected": -7.515390872955322,
867
+ "loss": -11.538,
868
+ "nll_loss": 1.3993252515792847,
869
+ "rewards/accuracies": 0.934374988079071,
870
+ "rewards/chosen": -0.5899756550788879,
871
+ "rewards/margins": 3.167720079421997,
872
+ "rewards/rejected": -3.757695436477661,
873
  "step": 270
874
  },
875
  {
876
  "epoch": 2.6074074074074076,
877
+ "grad_norm": 398.0,
878
  "learning_rate": 2.424427429704365e-06,
879
+ "log_odds_chosen": 6.602663516998291,
880
+ "log_odds_ratio": -0.18241380155086517,
881
+ "logps/chosen": -1.3822739124298096,
882
+ "logps/rejected": -7.560347557067871,
883
+ "loss": -8.7863,
884
+ "nll_loss": 1.474333643913269,
885
+ "rewards/accuracies": 0.9375,
886
+ "rewards/chosen": -0.6911369562149048,
887
+ "rewards/margins": 3.0890371799468994,
888
+ "rewards/rejected": -3.7801737785339355,
889
  "step": 275
890
  },
891
  {
892
  "epoch": 2.6548148148148147,
893
+ "grad_norm": 700.0,
894
  "learning_rate": 1.8633852284264508e-06,
895
+ "log_odds_chosen": 6.423117637634277,
896
+ "log_odds_ratio": -0.18244215846061707,
897
+ "logps/chosen": -1.2519899606704712,
898
+ "logps/rejected": -7.237380027770996,
899
+ "loss": -7.6169,
900
+ "nll_loss": 1.4630454778671265,
901
+ "rewards/accuracies": 0.918749988079071,
902
+ "rewards/chosen": -0.6259949803352356,
903
+ "rewards/margins": 2.9926953315734863,
904
+ "rewards/rejected": -3.618690013885498,
905
  "step": 280
906
  },
907
  {
908
  "epoch": 2.7022222222222223,
909
+ "grad_norm": 376.0,
910
  "learning_rate": 1.3736045660864034e-06,
911
+ "log_odds_chosen": 6.383296966552734,
912
+ "log_odds_ratio": -0.22375822067260742,
913
+ "logps/chosen": -1.2126858234405518,
914
+ "logps/rejected": -7.17873477935791,
915
+ "loss": -6.2815,
916
+ "nll_loss": 1.423060417175293,
917
+ "rewards/accuracies": 0.8968750238418579,
918
+ "rewards/chosen": -0.6063429117202759,
919
+ "rewards/margins": 2.9830245971679688,
920
+ "rewards/rejected": -3.589367389678955,
921
  "step": 285
922
  },
923
  {
924
  "epoch": 2.74962962962963,
925
+ "grad_norm": 288.0,
926
  "learning_rate": 9.565939833279192e-07,
927
+ "log_odds_chosen": 5.9918012619018555,
928
+ "log_odds_ratio": -0.24828758835792542,
929
+ "logps/chosen": -1.4515832662582397,
930
+ "logps/rejected": -7.042089939117432,
931
+ "loss": -2.5592,
932
+ "nll_loss": 1.5330219268798828,
933
+ "rewards/accuracies": 0.90625,
934
+ "rewards/chosen": -0.7257916331291199,
935
+ "rewards/margins": 2.7952535152435303,
936
+ "rewards/rejected": -3.521044969558716,
937
  "step": 290
938
  },
939
  {
940
  "epoch": 2.797037037037037,
941
+ "grad_norm": 452.0,
942
  "learning_rate": 6.136378865420872e-07,
943
+ "log_odds_chosen": 6.23110294342041,
944
+ "log_odds_ratio": -0.2531821131706238,
945
+ "logps/chosen": -1.3049705028533936,
946
+ "logps/rejected": -7.137003421783447,
947
+ "loss": -4.6802,
948
+ "nll_loss": 1.456378698348999,
949
+ "rewards/accuracies": 0.887499988079071,
950
+ "rewards/chosen": -0.6524852514266968,
951
+ "rewards/margins": 2.9160165786743164,
952
+ "rewards/rejected": -3.5685017108917236,
953
  "step": 295
954
  },
955
  {
956
  "epoch": 2.8444444444444446,
957
+ "grad_norm": 354.0,
958
  "learning_rate": 3.45792591853214e-07,
959
+ "log_odds_chosen": 6.851447105407715,
960
+ "log_odds_ratio": -0.21110931038856506,
961
+ "logps/chosen": -1.1985723972320557,
962
+ "logps/rejected": -7.616302490234375,
963
+ "loss": -9.172,
964
+ "nll_loss": 1.4328322410583496,
965
+ "rewards/accuracies": 0.8999999761581421,
966
+ "rewards/chosen": -0.5992861986160278,
967
+ "rewards/margins": 3.20886492729187,
968
+ "rewards/rejected": -3.8081512451171875,
969
  "step": 300
970
  },
971
  {
972
  "epoch": 2.891851851851852,
973
+ "grad_norm": 468.0,
974
  "learning_rate": 1.538830716302092e-07,
975
+ "log_odds_chosen": 6.681235313415527,
976
+ "log_odds_ratio": -0.16963359713554382,
977
+ "logps/chosen": -1.2472527027130127,
978
+ "logps/rejected": -7.471646308898926,
979
+ "loss": -10.8492,
980
+ "nll_loss": 1.403349757194519,
981
+ "rewards/accuracies": 0.9312499761581421,
982
+ "rewards/chosen": -0.6236263513565063,
983
+ "rewards/margins": 3.112197160720825,
984
+ "rewards/rejected": -3.735823154449463,
985
  "step": 305
986
  },
987
  {
988
  "epoch": 2.9392592592592592,
989
+ "grad_norm": 384.0,
990
  "learning_rate": 3.8500413544415025e-08,
991
+ "log_odds_chosen": 6.875144958496094,
992
+ "log_odds_ratio": -0.12083999067544937,
993
+ "logps/chosen": -1.2005863189697266,
994
+ "logps/rejected": -7.624534606933594,
995
+ "loss": -11.3909,
996
+ "nll_loss": 1.4330816268920898,
997
+ "rewards/accuracies": 0.953125,
998
+ "rewards/chosen": -0.6002931594848633,
999
+ "rewards/margins": 3.2119739055633545,
1000
+ "rewards/rejected": -3.812267303466797,
1001
  "step": 310
1002
  },
1003
  {
1004
  "epoch": 2.986666666666667,
1005
+ "grad_norm": 354.0,
1006
  "learning_rate": 0.0,
1007
+ "log_odds_chosen": 6.552358150482178,
1008
+ "log_odds_ratio": -0.21020980179309845,
1009
+ "logps/chosen": -1.2049369812011719,
1010
+ "logps/rejected": -7.295576572418213,
1011
+ "loss": -9.7319,
1012
+ "nll_loss": 1.3733375072479248,
1013
+ "rewards/accuracies": 0.903124988079071,
1014
+ "rewards/chosen": -0.6024684906005859,
1015
+ "rewards/margins": 3.0453197956085205,
1016
+ "rewards/rejected": -3.6477882862091064,
1017
  "step": 315
1018
  },
1019
  {
1020
  "epoch": 2.986666666666667,
1021
  "step": 315,
1022
  "total_flos": 0.0,
1023
+ "train_loss": 43.15912766380916,
1024
+ "train_runtime": 7320.6498,
1025
+ "train_samples_per_second": 2.766,
1026
  "train_steps_per_second": 0.043
1027
  }
1028
  ],