li-muyang commited on
Commit
aef0011
·
verified ·
1 Parent(s): 7ed7612

Model save

Browse files
README.md CHANGED
@@ -16,15 +16,15 @@ should probably proofread and complete it, then remove this comment. -->
16
 
17
  This model was trained from scratch on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
- - Loss: 0.5136
20
- - Rewards/chosen: -0.3158
21
- - Rewards/rejected: -1.2879
22
- - Rewards/accuracies: 0.7539
23
- - Rewards/margins: 0.9722
24
- - Logps/rejected: -289.6701
25
- - Logps/chosen: -271.4704
26
- - Logits/rejected: -2.4782
27
- - Logits/chosen: -2.5194
28
 
29
  ## Model description
30
 
@@ -61,7 +61,7 @@ The following hyperparameters were used during training:
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
- | 0.4907 | 0.9984 | 477 | 0.5136 | -0.3158 | -1.2879 | 0.7539 | 0.9722 | -289.6701 | -271.4704 | -2.4782 | -2.5194 |
65
 
66
 
67
  ### Framework versions
 
16
 
17
  This model was trained from scratch on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 0.5007
20
+ - Rewards/chosen: -1.2292
21
+ - Rewards/rejected: -2.2200
22
+ - Rewards/accuracies: 0.7852
23
+ - Rewards/margins: 0.9908
24
+ - Logps/rejected: -477.6671
25
+ - Logps/chosen: -377.2812
26
+ - Logits/rejected: -1.6838
27
+ - Logits/chosen: -1.7495
28
 
29
  ## Model description
30
 
 
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
+ | 0.4873 | 0.9984 | 477 | 0.5007 | -1.2292 | -2.2200 | 0.7852 | 0.9908 | -477.6671 | -377.2812 | -1.6838 | -1.7495 |
65
 
66
 
67
  ### Framework versions
all_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 0.9984301412872841,
3
  "total_flos": 0.0,
4
- "train_loss": 0.5435615640516301,
5
- "train_runtime": 13423.4265,
6
  "train_samples": 61134,
7
- "train_samples_per_second": 4.554,
8
- "train_steps_per_second": 0.036
9
  }
 
1
  {
2
  "epoch": 0.9984301412872841,
3
  "total_flos": 0.0,
4
+ "train_loss": 0.5402372428206278,
5
+ "train_runtime": 15378.7164,
6
  "train_samples": 61134,
7
+ "train_samples_per_second": 3.975,
8
+ "train_steps_per_second": 0.031
9
  }
config.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "_name_or_path": "data/zephyr-7b-sft-lr5e-6/checkpoint-500",
3
  "architectures": [
4
  "MistralForCausalLM"
5
  ],
 
1
  {
2
+ "_name_or_path": "data/zephyr-7b-sft-lr5e-6/checkpoint-700",
3
  "architectures": [
4
  "MistralForCausalLM"
5
  ],
model-00001-of-00003.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1df3a25b5ddc537d871ad1fa3c4d064aea1e6d4d4facdd16c23fd80c005b036b
3
  size 4943162336
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:978d1b97be53c86f3378a3c78346ee8298582d5f01491f2eb7eca5b82b2e6078
3
  size 4943162336
model-00002-of-00003.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5c3ac11fcc6ae9aa60d700d6d05af05e5cdc71f08ec66084041dae3c73959580
3
  size 4999819336
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fff678ce86a6352a0ffb090caab1ef0bd338fda0560a13fce52bc18b03ca78a4
3
  size 4999819336
model-00003-of-00003.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:71553997bc1a1cf0cd7d03c296e2460b38840ec8cb78497eb5da9679692926c0
3
  size 4540516344
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c9f0652335b95ba85e5d6291b4940aaaec40b98203523ade6f09273805611176
3
  size 4540516344
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
  "epoch": 0.9984301412872841,
3
  "total_flos": 0.0,
4
- "train_loss": 0.5435615640516301,
5
- "train_runtime": 13423.4265,
6
  "train_samples": 61134,
7
- "train_samples_per_second": 4.554,
8
- "train_steps_per_second": 0.036
9
  }
 
1
  {
2
  "epoch": 0.9984301412872841,
3
  "total_flos": 0.0,
4
+ "train_loss": 0.5402372428206278,
5
+ "train_runtime": 15378.7164,
6
  "train_samples": 61134,
7
+ "train_samples_per_second": 3.975,
8
+ "train_steps_per_second": 0.031
9
  }
trainer_state.json CHANGED
@@ -10,12 +10,12 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.0020931449502878076,
13
- "grad_norm": 56.60030299273906,
14
  "learning_rate": 1.0416666666666666e-08,
15
- "logits/chosen": -2.8892595767974854,
16
- "logits/rejected": -2.840986728668213,
17
- "logps/chosen": -312.6982116699219,
18
- "logps/rejected": -359.79229736328125,
19
  "loss": 0.6931,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
@@ -25,733 +25,733 @@
25
  },
26
  {
27
  "epoch": 0.020931449502878074,
28
- "grad_norm": 48.0738005946216,
29
  "learning_rate": 1.0416666666666667e-07,
30
- "logits/chosen": -2.664259672164917,
31
- "logits/rejected": -2.628167152404785,
32
- "logps/chosen": -319.789306640625,
33
- "logps/rejected": -288.3993835449219,
34
  "loss": 0.6931,
35
- "rewards/accuracies": 0.4444444477558136,
36
- "rewards/chosen": 0.0027708299458026886,
37
- "rewards/margins": 0.0005994565435685217,
38
- "rewards/rejected": 0.002171373227611184,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.04186289900575615,
43
- "grad_norm": 67.35204861005953,
44
  "learning_rate": 2.0833333333333333e-07,
45
- "logits/chosen": -2.743551254272461,
46
- "logits/rejected": -2.6782517433166504,
47
- "logps/chosen": -310.35101318359375,
48
- "logps/rejected": -283.4342956542969,
49
- "loss": 0.6913,
50
- "rewards/accuracies": 0.5562499761581421,
51
- "rewards/chosen": 0.006935287266969681,
52
- "rewards/margins": 0.0024963519535958767,
53
- "rewards/rejected": 0.004438935313373804,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.06279434850863422,
58
- "grad_norm": 37.91488625769742,
59
  "learning_rate": 3.1249999999999997e-07,
60
- "logits/chosen": -2.729531764984131,
61
- "logits/rejected": -2.6502060890197754,
62
- "logps/chosen": -293.98309326171875,
63
- "logps/rejected": -251.10726928710938,
64
- "loss": 0.6814,
65
- "rewards/accuracies": 0.699999988079071,
66
- "rewards/chosen": 0.054005831480026245,
67
- "rewards/margins": 0.034085579216480255,
68
- "rewards/rejected": 0.019920259714126587,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.0837257980115123,
73
- "grad_norm": 36.97741406624794,
74
  "learning_rate": 4.1666666666666667e-07,
75
- "logits/chosen": -2.625835657119751,
76
- "logits/rejected": -2.5816197395324707,
77
- "logps/chosen": -273.37054443359375,
78
- "logps/rejected": -261.5669250488281,
79
- "loss": 0.6582,
80
- "rewards/accuracies": 0.6625000238418579,
81
- "rewards/chosen": 0.12765000760555267,
82
- "rewards/margins": 0.08208973705768585,
83
- "rewards/rejected": 0.04556027799844742,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.10465724751439037,
88
- "grad_norm": 37.43059499290312,
89
  "learning_rate": 4.999731868769026e-07,
90
- "logits/chosen": -2.6400301456451416,
91
- "logits/rejected": -2.5608487129211426,
92
- "logps/chosen": -275.17523193359375,
93
- "logps/rejected": -275.0105285644531,
94
- "loss": 0.6272,
95
- "rewards/accuracies": 0.6937500238418579,
96
- "rewards/chosen": 0.20204421877861023,
97
- "rewards/margins": 0.16956469416618347,
98
- "rewards/rejected": 0.03247954696416855,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.12558869701726844,
103
- "grad_norm": 57.10845065545151,
104
  "learning_rate": 4.990353313429303e-07,
105
- "logits/chosen": -2.642455577850342,
106
- "logits/rejected": -2.573876142501831,
107
- "logps/chosen": -251.33602905273438,
108
- "logps/rejected": -249.27578735351562,
109
- "loss": 0.5981,
110
- "rewards/accuracies": 0.7250000238418579,
111
- "rewards/chosen": 0.23599937558174133,
112
- "rewards/margins": 0.3313826322555542,
113
- "rewards/rejected": -0.09538328647613525,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.14652014652014653,
118
- "grad_norm": 35.22629948353397,
119
  "learning_rate": 4.967625656594781e-07,
120
- "logits/chosen": -2.5455336570739746,
121
- "logits/rejected": -2.5049350261688232,
122
- "logps/chosen": -302.450927734375,
123
- "logps/rejected": -292.55072021484375,
124
- "loss": 0.5917,
125
- "rewards/accuracies": 0.71875,
126
- "rewards/chosen": 0.12116215378046036,
127
- "rewards/margins": 0.40936508774757385,
128
- "rewards/rejected": -0.2882029414176941,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.1674515960230246,
133
- "grad_norm": 47.22877045853146,
134
  "learning_rate": 4.93167072587771e-07,
135
- "logits/chosen": -2.6536507606506348,
136
- "logits/rejected": -2.5224609375,
137
- "logps/chosen": -340.2115783691406,
138
- "logps/rejected": -274.326904296875,
139
- "loss": 0.5907,
140
- "rewards/accuracies": 0.731249988079071,
141
- "rewards/chosen": 0.13078466057777405,
142
- "rewards/margins": 0.5240527391433716,
143
- "rewards/rejected": -0.39326804876327515,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.18838304552590268,
148
- "grad_norm": 37.16410104338103,
149
  "learning_rate": 4.882681251368548e-07,
150
- "logits/chosen": -2.5428051948547363,
151
- "logits/rejected": -2.4835638999938965,
152
- "logps/chosen": -254.80374145507812,
153
- "logps/rejected": -269.6417236328125,
154
- "loss": 0.5481,
155
- "rewards/accuracies": 0.699999988079071,
156
- "rewards/chosen": -0.027083083987236023,
157
- "rewards/margins": 0.6100192070007324,
158
- "rewards/rejected": -0.6371022462844849,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.20931449502878074,
163
- "grad_norm": 33.7175693505583,
164
  "learning_rate": 4.820919832540181e-07,
165
- "logits/chosen": -2.525334119796753,
166
- "logits/rejected": -2.4599850177764893,
167
- "logps/chosen": -305.0451965332031,
168
- "logps/rejected": -294.32122802734375,
169
- "loss": 0.5775,
170
  "rewards/accuracies": 0.737500011920929,
171
- "rewards/chosen": -0.04258927330374718,
172
- "rewards/margins": 0.7190525531768799,
173
- "rewards/rejected": -0.7616418600082397,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.2302459445316588,
178
- "grad_norm": 41.20672223986865,
179
  "learning_rate": 4.7467175306295647e-07,
180
- "logits/chosen": -2.5379371643066406,
181
- "logits/rejected": -2.4624836444854736,
182
- "logps/chosen": -295.3846130371094,
183
- "logps/rejected": -290.00823974609375,
184
- "loss": 0.5683,
185
- "rewards/accuracies": 0.699999988079071,
186
- "rewards/chosen": -0.09885083138942719,
187
- "rewards/margins": 0.5707240700721741,
188
- "rewards/rejected": -0.6695749163627625,
189
  "step": 110
190
  },
191
  {
192
  "epoch": 0.25117739403453687,
193
- "grad_norm": 38.75944481368775,
194
  "learning_rate": 4.6604720940421207e-07,
195
- "logits/chosen": -2.4620394706726074,
196
- "logits/rejected": -2.453782558441162,
197
- "logps/chosen": -280.3204040527344,
198
- "logps/rejected": -284.44219970703125,
199
- "loss": 0.5627,
200
- "rewards/accuracies": 0.71875,
201
- "rewards/chosen": -0.15607118606567383,
202
- "rewards/margins": 0.6097468137741089,
203
- "rewards/rejected": -0.7658179998397827,
204
  "step": 120
205
  },
206
  {
207
  "epoch": 0.272108843537415,
208
- "grad_norm": 58.76765744852648,
209
  "learning_rate": 4.5626458262912735e-07,
210
- "logits/chosen": -2.52392315864563,
211
- "logits/rejected": -2.481851100921631,
212
- "logps/chosen": -299.79156494140625,
213
- "logps/rejected": -292.2509765625,
214
- "loss": 0.5275,
215
- "rewards/accuracies": 0.6812499761581421,
216
- "rewards/chosen": -0.26476210355758667,
217
- "rewards/margins": 0.6276587843894958,
218
- "rewards/rejected": -0.8924208879470825,
219
  "step": 130
220
  },
221
  {
222
  "epoch": 0.29304029304029305,
223
- "grad_norm": 64.42453786695027,
224
  "learning_rate": 4.453763107901675e-07,
225
- "logits/chosen": -2.546255588531494,
226
- "logits/rejected": -2.483006715774536,
227
- "logps/chosen": -318.06182861328125,
228
- "logps/rejected": -286.57257080078125,
229
- "loss": 0.5517,
230
- "rewards/accuracies": 0.78125,
231
- "rewards/chosen": 0.06344182789325714,
232
- "rewards/margins": 0.8681875467300415,
233
- "rewards/rejected": -0.8047456741333008,
234
  "step": 140
235
  },
236
  {
237
  "epoch": 0.3139717425431711,
238
- "grad_norm": 49.33320813589767,
239
  "learning_rate": 4.3344075855595097e-07,
240
- "logits/chosen": -2.5776188373565674,
241
- "logits/rejected": -2.5224177837371826,
242
- "logps/chosen": -294.88134765625,
243
- "logps/rejected": -271.59539794921875,
244
- "loss": 0.5302,
245
- "rewards/accuracies": 0.7562500238418579,
246
- "rewards/chosen": 0.04772792011499405,
247
- "rewards/margins": 0.6878777742385864,
248
- "rewards/rejected": -0.6401498317718506,
249
  "step": 150
250
  },
251
  {
252
  "epoch": 0.3349031920460492,
253
- "grad_norm": 41.399344035646344,
254
  "learning_rate": 4.2052190435769554e-07,
255
- "logits/chosen": -2.6206777095794678,
256
- "logits/rejected": -2.5290703773498535,
257
- "logps/chosen": -279.5448303222656,
258
- "logps/rejected": -271.38916015625,
259
- "loss": 0.5468,
260
- "rewards/accuracies": 0.6937500238418579,
261
- "rewards/chosen": -0.03517674654722214,
262
- "rewards/margins": 0.8822032809257507,
263
- "rewards/rejected": -0.9173799753189087,
264
  "step": 160
265
  },
266
  {
267
  "epoch": 0.35583464154892724,
268
- "grad_norm": 39.72842833528202,
269
  "learning_rate": 4.0668899744407567e-07,
270
- "logits/chosen": -2.4758784770965576,
271
- "logits/rejected": -2.437650442123413,
272
- "logps/chosen": -268.2413330078125,
273
- "logps/rejected": -257.02105712890625,
274
- "loss": 0.5403,
275
- "rewards/accuracies": 0.6812499761581421,
276
- "rewards/chosen": -0.12392053753137589,
277
- "rewards/margins": 0.5926230549812317,
278
- "rewards/rejected": -0.7165434956550598,
279
  "step": 170
280
  },
281
  {
282
  "epoch": 0.37676609105180536,
283
- "grad_norm": 36.98022789966047,
284
  "learning_rate": 3.920161866827889e-07,
285
- "logits/chosen": -2.5508599281311035,
286
- "logits/rejected": -2.50437593460083,
287
- "logps/chosen": -284.5989074707031,
288
- "logps/rejected": -273.63800048828125,
289
- "loss": 0.5216,
290
- "rewards/accuracies": 0.699999988079071,
291
- "rewards/chosen": -0.47948211431503296,
292
- "rewards/margins": 0.6584511995315552,
293
- "rewards/rejected": -1.137933373451233,
294
  "step": 180
295
  },
296
  {
297
  "epoch": 0.3976975405546834,
298
- "grad_norm": 83.96111613389628,
299
  "learning_rate": 3.765821230985757e-07,
300
- "logits/chosen": -2.479034185409546,
301
- "logits/rejected": -2.459357261657715,
302
- "logps/chosen": -265.3419189453125,
303
- "logps/rejected": -273.99237060546875,
304
- "loss": 0.5357,
305
- "rewards/accuracies": 0.65625,
306
- "rewards/chosen": -0.2723972201347351,
307
- "rewards/margins": 0.5891710519790649,
308
- "rewards/rejected": -0.8615682721138,
309
  "step": 190
310
  },
311
  {
312
  "epoch": 0.4186289900575615,
313
- "grad_norm": 57.98472670273764,
314
  "learning_rate": 3.604695382782159e-07,
315
- "logits/chosen": -2.4622385501861572,
316
- "logits/rejected": -2.453322172164917,
317
- "logps/chosen": -261.9639587402344,
318
- "logps/rejected": -290.62188720703125,
319
- "loss": 0.5961,
320
- "rewards/accuracies": 0.6875,
321
- "rewards/chosen": -0.21924467384815216,
322
- "rewards/margins": 0.6115727424621582,
323
- "rewards/rejected": -0.8308174014091492,
324
  "step": 200
325
  },
326
  {
327
  "epoch": 0.43956043956043955,
328
- "grad_norm": 58.79891040438903,
329
  "learning_rate": 3.4376480090239047e-07,
330
- "logits/chosen": -2.5712344646453857,
331
- "logits/rejected": -2.463402509689331,
332
- "logps/chosen": -318.231201171875,
333
- "logps/rejected": -269.74798583984375,
334
- "loss": 0.5426,
335
- "rewards/accuracies": 0.731249988079071,
336
- "rewards/chosen": -0.1611379086971283,
337
- "rewards/margins": 0.7542437314987183,
338
- "rewards/rejected": -0.9153816103935242,
339
  "step": 210
340
  },
341
  {
342
  "epoch": 0.4604918890633176,
343
- "grad_norm": 79.8856418955716,
344
  "learning_rate": 3.265574537815398e-07,
345
- "logits/chosen": -2.5093963146209717,
346
- "logits/rejected": -2.497286319732666,
347
- "logps/chosen": -270.76568603515625,
348
- "logps/rejected": -272.580078125,
349
- "loss": 0.5446,
350
- "rewards/accuracies": 0.6812499761581421,
351
- "rewards/chosen": -0.10513055324554443,
352
- "rewards/margins": 0.9609693288803101,
353
- "rewards/rejected": -1.0660998821258545,
354
  "step": 220
355
  },
356
  {
357
  "epoch": 0.48142333856619574,
358
- "grad_norm": 38.74064389181431,
359
  "learning_rate": 3.0893973387735683e-07,
360
- "logits/chosen": -2.6367149353027344,
361
- "logits/rejected": -2.564960479736328,
362
- "logps/chosen": -273.73529052734375,
363
- "logps/rejected": -270.94415283203125,
364
- "loss": 0.5278,
365
  "rewards/accuracies": 0.7875000238418579,
366
- "rewards/chosen": -0.16755743324756622,
367
- "rewards/margins": 1.0889314413070679,
368
- "rewards/rejected": -1.2564888000488281,
369
  "step": 230
370
  },
371
  {
372
  "epoch": 0.5023547880690737,
373
- "grad_norm": 40.4843251117903,
374
  "learning_rate": 2.910060778827554e-07,
375
- "logits/chosen": -2.633864641189575,
376
- "logits/rejected": -2.5612056255340576,
377
- "logps/chosen": -296.2731628417969,
378
- "logps/rejected": -290.04742431640625,
379
- "loss": 0.4978,
380
- "rewards/accuracies": 0.71875,
381
- "rewards/chosen": -0.12019411474466324,
382
- "rewards/margins": 0.7597166895866394,
383
- "rewards/rejected": -0.8799108266830444,
384
  "step": 240
385
  },
386
  {
387
  "epoch": 0.5232862375719518,
388
- "grad_norm": 40.628977686293446,
389
  "learning_rate": 2.7285261601056697e-07,
390
- "logits/chosen": -2.611175060272217,
391
- "logits/rejected": -2.517091989517212,
392
- "logps/chosen": -294.7513122558594,
393
- "logps/rejected": -285.98199462890625,
394
- "loss": 0.5307,
395
- "rewards/accuracies": 0.8125,
396
- "rewards/chosen": -0.2056296169757843,
397
- "rewards/margins": 1.1986558437347412,
398
- "rewards/rejected": -1.4042854309082031,
399
  "step": 250
400
  },
401
  {
402
  "epoch": 0.54421768707483,
403
- "grad_norm": 41.00335841137649,
404
  "learning_rate": 2.5457665670441937e-07,
405
- "logits/chosen": -2.6146559715270996,
406
- "logits/rejected": -2.608934164047241,
407
- "logps/chosen": -274.4793395996094,
408
- "logps/rejected": -270.13726806640625,
409
- "loss": 0.5159,
410
- "rewards/accuracies": 0.699999988079071,
411
- "rewards/chosen": -0.43834853172302246,
412
- "rewards/margins": 0.8028098344802856,
413
- "rewards/rejected": -1.241158366203308,
414
  "step": 260
415
  },
416
  {
417
  "epoch": 0.565149136577708,
418
- "grad_norm": 38.419381160509054,
419
  "learning_rate": 2.3627616503391812e-07,
420
- "logits/chosen": -2.6012203693389893,
421
- "logits/rejected": -2.5700631141662598,
422
- "logps/chosen": -302.5823059082031,
423
- "logps/rejected": -297.1186218261719,
424
- "loss": 0.5141,
425
- "rewards/accuracies": 0.7562500238418579,
426
- "rewards/chosen": -0.3534887433052063,
427
- "rewards/margins": 1.0269334316253662,
428
- "rewards/rejected": -1.3804222345352173,
429
  "step": 270
430
  },
431
  {
432
  "epoch": 0.5860805860805861,
433
- "grad_norm": 61.56800465863709,
434
  "learning_rate": 2.1804923757009882e-07,
435
- "logits/chosen": -2.487819194793701,
436
- "logits/rejected": -2.443556308746338,
437
- "logps/chosen": -289.46136474609375,
438
- "logps/rejected": -258.09454345703125,
439
- "loss": 0.5389,
440
- "rewards/accuracies": 0.7250000238418579,
441
- "rewards/chosen": -0.3526845872402191,
442
- "rewards/margins": 0.8081240653991699,
443
- "rewards/rejected": -1.1608086824417114,
444
  "step": 280
445
  },
446
  {
447
  "epoch": 0.6070120355834642,
448
- "grad_norm": 42.020314742546624,
449
  "learning_rate": 1.9999357655598891e-07,
450
- "logits/chosen": -2.587932586669922,
451
- "logits/rejected": -2.517599582672119,
452
- "logps/chosen": -262.06488037109375,
453
- "logps/rejected": -273.3334045410156,
454
- "loss": 0.536,
455
- "rewards/accuracies": 0.768750011920929,
456
- "rewards/chosen": -0.5786847472190857,
457
- "rewards/margins": 0.6844012141227722,
458
- "rewards/rejected": -1.2630858421325684,
459
  "step": 290
460
  },
461
  {
462
  "epoch": 0.6279434850863422,
463
- "grad_norm": 45.77982161189827,
464
  "learning_rate": 1.8220596619089573e-07,
465
- "logits/chosen": -2.551849603652954,
466
- "logits/rejected": -2.4827933311462402,
467
- "logps/chosen": -338.84259033203125,
468
- "logps/rejected": -313.6923828125,
469
- "loss": 0.5116,
470
- "rewards/accuracies": 0.7437499761581421,
471
- "rewards/chosen": -0.437159925699234,
472
- "rewards/margins": 0.7780275940895081,
473
- "rewards/rejected": -1.215187430381775,
474
  "step": 300
475
  },
476
  {
477
  "epoch": 0.6488749345892203,
478
- "grad_norm": 67.26009798996141,
479
  "learning_rate": 1.647817538357072e-07,
480
- "logits/chosen": -2.586299419403076,
481
- "logits/rejected": -2.5306968688964844,
482
- "logps/chosen": -315.3221130371094,
483
- "logps/rejected": -284.2604064941406,
484
- "loss": 0.5072,
485
- "rewards/accuracies": 0.762499988079071,
486
- "rewards/chosen": -0.25200536847114563,
487
- "rewards/margins": 0.9943742752075195,
488
- "rewards/rejected": -1.2463796138763428,
489
  "step": 310
490
  },
491
  {
492
  "epoch": 0.6698063840920984,
493
- "grad_norm": 41.456508803565676,
494
  "learning_rate": 1.478143389201113e-07,
495
- "logits/chosen": -2.5629897117614746,
496
- "logits/rejected": -2.4874186515808105,
497
- "logps/chosen": -265.6336669921875,
498
- "logps/rejected": -254.78158569335938,
499
- "loss": 0.5157,
500
- "rewards/accuracies": 0.800000011920929,
501
- "rewards/chosen": -0.22662892937660217,
502
- "rewards/margins": 1.0545392036437988,
503
- "rewards/rejected": -1.2811682224273682,
504
  "step": 320
505
  },
506
  {
507
  "epoch": 0.6907378335949764,
508
- "grad_norm": 36.05897194603855,
509
  "learning_rate": 1.3139467229135998e-07,
510
- "logits/chosen": -2.5867385864257812,
511
- "logits/rejected": -2.570345878601074,
512
- "logps/chosen": -279.125,
513
- "logps/rejected": -296.114501953125,
514
- "loss": 0.5157,
515
- "rewards/accuracies": 0.762499988079071,
516
- "rewards/chosen": -0.22260840237140656,
517
- "rewards/margins": 0.8764309883117676,
518
- "rewards/rejected": -1.0990393161773682,
519
  "step": 330
520
  },
521
  {
522
  "epoch": 0.7116692830978545,
523
- "grad_norm": 48.915795401449174,
524
  "learning_rate": 1.1561076868822755e-07,
525
- "logits/chosen": -2.541907548904419,
526
- "logits/rejected": -2.506343126296997,
527
- "logps/chosen": -307.07427978515625,
528
- "logps/rejected": -305.878662109375,
529
- "loss": 0.4979,
530
- "rewards/accuracies": 0.737500011920929,
531
- "rewards/chosen": -0.31391283869743347,
532
- "rewards/margins": 0.9292833209037781,
533
- "rewards/rejected": -1.2431962490081787,
534
  "step": 340
535
  },
536
  {
537
  "epoch": 0.7326007326007326,
538
- "grad_norm": 42.37289903395956,
539
  "learning_rate": 1.0054723495346482e-07,
540
- "logits/chosen": -2.6136066913604736,
541
- "logits/rejected": -2.54303240776062,
542
- "logps/chosen": -274.64434814453125,
543
- "logps/rejected": -279.75482177734375,
544
- "loss": 0.4802,
545
- "rewards/accuracies": 0.793749988079071,
546
- "rewards/chosen": -0.19893045723438263,
547
- "rewards/margins": 0.978558361530304,
548
- "rewards/rejected": -1.1774885654449463,
549
  "step": 350
550
  },
551
  {
552
  "epoch": 0.7535321821036107,
553
- "grad_norm": 38.677534171799124,
554
  "learning_rate": 8.628481651367875e-08,
555
- "logits/chosen": -2.58419132232666,
556
- "logits/rejected": -2.518683910369873,
557
- "logps/chosen": -319.4009094238281,
558
- "logps/rejected": -292.9573974609375,
559
- "loss": 0.5281,
560
- "rewards/accuracies": 0.75,
561
- "rewards/chosen": -0.31927159428596497,
562
- "rewards/margins": 1.0226125717163086,
563
- "rewards/rejected": -1.3418842554092407,
564
  "step": 360
565
  },
566
  {
567
  "epoch": 0.7744636316064888,
568
- "grad_norm": 46.36575225037569,
569
  "learning_rate": 7.289996455765748e-08,
570
- "logits/chosen": -2.5846099853515625,
571
- "logits/rejected": -2.5254452228546143,
572
- "logps/chosen": -284.2174072265625,
573
- "logps/rejected": -264.4429626464844,
574
- "loss": 0.5244,
575
- "rewards/accuracies": 0.7562500238418579,
576
- "rewards/chosen": -0.36106812953948975,
577
- "rewards/margins": 0.966556191444397,
578
- "rewards/rejected": -1.3276244401931763,
579
  "step": 370
580
  },
581
  {
582
  "epoch": 0.7953950811093669,
583
- "grad_norm": 39.86634863792299,
584
  "learning_rate": 6.046442623320145e-08,
585
- "logits/chosen": -2.47021484375,
586
- "logits/rejected": -2.45784854888916,
587
- "logps/chosen": -276.29632568359375,
588
- "logps/rejected": -316.617431640625,
589
- "loss": 0.5091,
590
- "rewards/accuracies": 0.737500011920929,
591
- "rewards/chosen": -0.7333633303642273,
592
- "rewards/margins": 1.0854023694992065,
593
- "rewards/rejected": -1.8187658786773682,
594
  "step": 380
595
  },
596
  {
597
  "epoch": 0.8163265306122449,
598
- "grad_norm": 40.36648943435987,
599
  "learning_rate": 4.904486005914027e-08,
600
- "logits/chosen": -2.5730109214782715,
601
- "logits/rejected": -2.515702962875366,
602
- "logps/chosen": -364.7529296875,
603
- "logps/rejected": -344.87060546875,
604
- "loss": 0.4929,
605
- "rewards/accuracies": 0.7250000238418579,
606
- "rewards/chosen": -0.5375163555145264,
607
- "rewards/margins": 1.0361560583114624,
608
- "rewards/rejected": -1.5736725330352783,
609
  "step": 390
610
  },
611
  {
612
  "epoch": 0.837257980115123,
613
- "grad_norm": 56.32657464205283,
614
  "learning_rate": 3.8702478614051345e-08,
615
- "logits/chosen": -2.525852918624878,
616
- "logits/rejected": -2.469883680343628,
617
- "logps/chosen": -276.40948486328125,
618
- "logps/rejected": -274.75274658203125,
619
- "loss": 0.5189,
620
- "rewards/accuracies": 0.7562500238418579,
621
- "rewards/chosen": -0.5351244211196899,
622
- "rewards/margins": 0.9622423052787781,
623
- "rewards/rejected": -1.4973666667938232,
624
  "step": 400
625
  },
626
  {
627
  "epoch": 0.858189429618001,
628
- "grad_norm": 42.87274307233854,
629
  "learning_rate": 2.9492720416985e-08,
630
- "logits/chosen": -2.6081812381744385,
631
- "logits/rejected": -2.5553929805755615,
632
- "logps/chosen": -317.64312744140625,
633
- "logps/rejected": -301.38323974609375,
634
- "loss": 0.5085,
635
- "rewards/accuracies": 0.71875,
636
- "rewards/chosen": -0.42447155714035034,
637
- "rewards/margins": 1.0819838047027588,
638
- "rewards/rejected": -1.506455421447754,
639
  "step": 410
640
  },
641
  {
642
  "epoch": 0.8791208791208791,
643
- "grad_norm": 41.8015801763105,
644
  "learning_rate": 2.1464952759020856e-08,
645
- "logits/chosen": -2.502769708633423,
646
- "logits/rejected": -2.475386381149292,
647
- "logps/chosen": -273.35150146484375,
648
- "logps/rejected": -296.51361083984375,
649
- "loss": 0.4965,
650
- "rewards/accuracies": 0.737500011920929,
651
- "rewards/chosen": -0.42012089490890503,
652
- "rewards/margins": 0.9804800152778625,
653
- "rewards/rejected": -1.4006009101867676,
654
  "step": 420
655
  },
656
  {
657
  "epoch": 0.9000523286237572,
658
- "grad_norm": 42.916394522460244,
659
  "learning_rate": 1.4662207078575684e-08,
660
- "logits/chosen": -2.516355037689209,
661
- "logits/rejected": -2.4368109703063965,
662
- "logps/chosen": -307.8439025878906,
663
- "logps/rejected": -306.0263671875,
664
- "loss": 0.4975,
665
- "rewards/accuracies": 0.731249988079071,
666
- "rewards/chosen": -0.3919011950492859,
667
- "rewards/margins": 0.8122466802597046,
668
- "rewards/rejected": -1.2041478157043457,
669
  "step": 430
670
  },
671
  {
672
  "epoch": 0.9209837781266352,
673
- "grad_norm": 39.402077703083755,
674
  "learning_rate": 9.12094829893642e-09,
675
- "logits/chosen": -2.6104936599731445,
676
- "logits/rejected": -2.5414485931396484,
677
- "logps/chosen": -272.779052734375,
678
- "logps/rejected": -253.19808959960938,
679
- "loss": 0.5093,
680
- "rewards/accuracies": 0.7124999761581421,
681
- "rewards/chosen": -0.33945396542549133,
682
- "rewards/margins": 0.873080849647522,
683
- "rewards/rejected": -1.212534785270691,
684
  "step": 440
685
  },
686
  {
687
  "epoch": 0.9419152276295133,
688
- "grad_norm": 42.735602427543185,
689
  "learning_rate": 4.8708793644441086e-09,
690
- "logits/chosen": -2.41510272026062,
691
- "logits/rejected": -2.391575574874878,
692
- "logps/chosen": -294.7413635253906,
693
- "logps/rejected": -298.8751220703125,
694
- "loss": 0.4984,
695
- "rewards/accuracies": 0.731249988079071,
696
- "rewards/chosen": -0.45333218574523926,
697
- "rewards/margins": 0.9596071243286133,
698
- "rewards/rejected": -1.4129393100738525,
699
  "step": 450
700
  },
701
  {
702
  "epoch": 0.9628466771323915,
703
- "grad_norm": 54.40801480075315,
704
  "learning_rate": 1.9347820230782295e-09,
705
- "logits/chosen": -2.530097484588623,
706
- "logits/rejected": -2.441829204559326,
707
- "logps/chosen": -284.36077880859375,
708
- "logps/rejected": -262.52923583984375,
709
- "loss": 0.5071,
710
- "rewards/accuracies": 0.800000011920929,
711
- "rewards/chosen": -0.3923359513282776,
712
- "rewards/margins": 0.9908507466316223,
713
- "rewards/rejected": -1.3831866979599,
714
  "step": 460
715
  },
716
  {
717
  "epoch": 0.9837781266352695,
718
- "grad_norm": 39.7809456404364,
719
  "learning_rate": 3.2839470889836627e-10,
720
- "logits/chosen": -2.536561965942383,
721
- "logits/rejected": -2.4826693534851074,
722
- "logps/chosen": -328.4256591796875,
723
- "logps/rejected": -307.42376708984375,
724
- "loss": 0.4907,
725
- "rewards/accuracies": 0.768750011920929,
726
- "rewards/chosen": -0.22636675834655762,
727
- "rewards/margins": 0.9801048040390015,
728
- "rewards/rejected": -1.2064714431762695,
729
  "step": 470
730
  },
731
  {
732
  "epoch": 0.9984301412872841,
733
- "eval_logits/chosen": -2.519351005554199,
734
- "eval_logits/rejected": -2.4782261848449707,
735
- "eval_logps/chosen": -271.4703674316406,
736
- "eval_logps/rejected": -289.6701354980469,
737
- "eval_loss": 0.5136305093765259,
738
- "eval_rewards/accuracies": 0.75390625,
739
- "eval_rewards/chosen": -0.3157782554626465,
740
- "eval_rewards/margins": 0.9721657633781433,
741
- "eval_rewards/rejected": -1.2879440784454346,
742
- "eval_runtime": 168.3617,
743
- "eval_samples_per_second": 11.879,
744
- "eval_steps_per_second": 0.19,
745
  "step": 477
746
  },
747
  {
748
  "epoch": 0.9984301412872841,
749
  "step": 477,
750
  "total_flos": 0.0,
751
- "train_loss": 0.5435615640516301,
752
- "train_runtime": 13423.4265,
753
- "train_samples_per_second": 4.554,
754
- "train_steps_per_second": 0.036
755
  }
756
  ],
757
  "logging_steps": 10,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.0020931449502878076,
13
+ "grad_norm": 9.34206584891843,
14
  "learning_rate": 1.0416666666666666e-08,
15
+ "logits/chosen": -2.6408536434173584,
16
+ "logits/rejected": -2.5618412494659424,
17
+ "logps/chosen": -304.3960266113281,
18
+ "logps/rejected": -351.4190673828125,
19
  "loss": 0.6931,
20
  "rewards/accuracies": 0.0,
21
  "rewards/chosen": 0.0,
 
25
  },
26
  {
27
  "epoch": 0.020931449502878074,
28
+ "grad_norm": 9.690480435290171,
29
  "learning_rate": 1.0416666666666667e-07,
30
+ "logits/chosen": -2.3715667724609375,
31
+ "logits/rejected": -2.32132625579834,
32
+ "logps/chosen": -292.5350646972656,
33
+ "logps/rejected": -264.379638671875,
34
  "loss": 0.6931,
35
+ "rewards/accuracies": 0.4722222089767456,
36
+ "rewards/chosen": 0.00028340861899778247,
37
+ "rewards/margins": 0.0003009418142028153,
38
+ "rewards/rejected": -1.753315700625535e-05,
39
  "step": 10
40
  },
41
  {
42
  "epoch": 0.04186289900575615,
43
+ "grad_norm": 8.704482736945563,
44
  "learning_rate": 2.0833333333333333e-07,
45
+ "logits/chosen": -2.47541880607605,
46
+ "logits/rejected": -2.381457805633545,
47
+ "logps/chosen": -296.5088806152344,
48
+ "logps/rejected": -272.64630126953125,
49
+ "loss": 0.6918,
50
+ "rewards/accuracies": 0.6000000238418579,
51
+ "rewards/chosen": 0.007291766814887524,
52
+ "rewards/margins": 0.0026421775110065937,
53
+ "rewards/rejected": 0.00464958930388093,
54
  "step": 20
55
  },
56
  {
57
  "epoch": 0.06279434850863422,
58
+ "grad_norm": 8.933944908140202,
59
  "learning_rate": 3.1249999999999997e-07,
60
+ "logits/chosen": -2.4550623893737793,
61
+ "logits/rejected": -2.3504655361175537,
62
+ "logps/chosen": -277.6694641113281,
63
+ "logps/rejected": -237.27053833007812,
64
+ "loss": 0.6861,
65
+ "rewards/accuracies": 0.6812499761581421,
66
+ "rewards/chosen": 0.04149400815367699,
67
+ "rewards/margins": 0.01431643683463335,
68
+ "rewards/rejected": 0.02717757597565651,
69
  "step": 30
70
  },
71
  {
72
  "epoch": 0.0837257980115123,
73
+ "grad_norm": 9.199681453566614,
74
  "learning_rate": 4.1666666666666667e-07,
75
+ "logits/chosen": -2.3616414070129395,
76
+ "logits/rejected": -2.3001840114593506,
77
+ "logps/chosen": -250.1017608642578,
78
+ "logps/rejected": -252.5328826904297,
79
+ "loss": 0.6716,
80
+ "rewards/accuracies": 0.7250000238418579,
81
+ "rewards/chosen": 0.05417194217443466,
82
+ "rewards/margins": 0.048414021730422974,
83
+ "rewards/rejected": 0.0057579209096729755,
84
  "step": 40
85
  },
86
  {
87
  "epoch": 0.10465724751439037,
88
+ "grad_norm": 10.235470501727459,
89
  "learning_rate": 4.999731868769026e-07,
90
+ "logits/chosen": -2.4129481315612793,
91
+ "logits/rejected": -2.3142497539520264,
92
+ "logps/chosen": -268.14239501953125,
93
+ "logps/rejected": -273.57891845703125,
94
+ "loss": 0.6474,
95
+ "rewards/accuracies": 0.7124999761581421,
96
+ "rewards/chosen": -0.001057840185239911,
97
+ "rewards/margins": 0.10867471992969513,
98
+ "rewards/rejected": -0.10973255336284637,
99
  "step": 50
100
  },
101
  {
102
  "epoch": 0.12558869701726844,
103
+ "grad_norm": 19.354984786530007,
104
  "learning_rate": 4.990353313429303e-07,
105
+ "logits/chosen": -2.435051441192627,
106
+ "logits/rejected": -2.355966567993164,
107
+ "logps/chosen": -254.5166778564453,
108
+ "logps/rejected": -267.9598388671875,
109
+ "loss": 0.6136,
110
+ "rewards/accuracies": 0.7562500238418579,
111
+ "rewards/chosen": -0.09817924350500107,
112
+ "rewards/margins": 0.21375682950019836,
113
+ "rewards/rejected": -0.31193608045578003,
114
  "step": 60
115
  },
116
  {
117
  "epoch": 0.14652014652014653,
118
+ "grad_norm": 15.93843826908321,
119
  "learning_rate": 4.967625656594781e-07,
120
+ "logits/chosen": -2.3557989597320557,
121
+ "logits/rejected": -2.3143229484558105,
122
+ "logps/chosen": -307.20587158203125,
123
+ "logps/rejected": -323.688232421875,
124
+ "loss": 0.5986,
125
+ "rewards/accuracies": 0.731249988079071,
126
+ "rewards/chosen": -0.22956323623657227,
127
+ "rewards/margins": 0.2852025628089905,
128
+ "rewards/rejected": -0.5147657990455627,
129
  "step": 70
130
  },
131
  {
132
  "epoch": 0.1674515960230246,
133
+ "grad_norm": 17.008007053555076,
134
  "learning_rate": 4.93167072587771e-07,
135
+ "logits/chosen": -2.508552074432373,
136
+ "logits/rejected": -2.3846137523651123,
137
+ "logps/chosen": -353.18878173828125,
138
+ "logps/rejected": -323.2257385253906,
139
+ "loss": 0.5958,
140
+ "rewards/accuracies": 0.7250000238418579,
141
+ "rewards/chosen": -0.3706515431404114,
142
+ "rewards/margins": 0.3792355954647064,
143
+ "rewards/rejected": -0.7498871684074402,
144
  "step": 80
145
  },
146
  {
147
  "epoch": 0.18838304552590268,
148
+ "grad_norm": 21.842890244155406,
149
  "learning_rate": 4.882681251368548e-07,
150
+ "logits/chosen": -2.3856592178344727,
151
+ "logits/rejected": -2.324418544769287,
152
+ "logps/chosen": -304.6998596191406,
153
+ "logps/rejected": -354.70465087890625,
154
+ "loss": 0.5632,
155
+ "rewards/accuracies": 0.71875,
156
+ "rewards/chosen": -0.6071581840515137,
157
+ "rewards/margins": 0.4484094977378845,
158
+ "rewards/rejected": -1.055567741394043,
159
  "step": 90
160
  },
161
  {
162
  "epoch": 0.20931449502878074,
163
+ "grad_norm": 16.240227508625306,
164
  "learning_rate": 4.820919832540181e-07,
165
+ "logits/chosen": -2.3550620079040527,
166
+ "logits/rejected": -2.287639856338501,
167
+ "logps/chosen": -336.8813171386719,
168
+ "logps/rejected": -371.5824890136719,
169
+ "loss": 0.5708,
170
  "rewards/accuracies": 0.737500011920929,
171
+ "rewards/chosen": -0.5176103711128235,
172
+ "rewards/margins": 0.5057469606399536,
173
+ "rewards/rejected": -1.0233572721481323,
174
  "step": 100
175
  },
176
  {
177
  "epoch": 0.2302459445316588,
178
+ "grad_norm": 21.75942595967658,
179
  "learning_rate": 4.7467175306295647e-07,
180
+ "logits/chosen": -2.3279662132263184,
181
+ "logits/rejected": -2.2442610263824463,
182
+ "logps/chosen": -343.7782287597656,
183
+ "logps/rejected": -372.44189453125,
184
+ "loss": 0.5781,
185
+ "rewards/accuracies": 0.668749988079071,
186
+ "rewards/chosen": -0.6124948263168335,
187
+ "rewards/margins": 0.4476219117641449,
188
+ "rewards/rejected": -1.0601167678833008,
189
  "step": 110
190
  },
191
  {
192
  "epoch": 0.25117739403453687,
193
+ "grad_norm": 18.92465346221188,
194
  "learning_rate": 4.6604720940421207e-07,
195
+ "logits/chosen": -2.1767220497131348,
196
+ "logits/rejected": -2.161332368850708,
197
+ "logps/chosen": -321.2099914550781,
198
+ "logps/rejected": -374.1365051269531,
199
+ "loss": 0.5556,
200
+ "rewards/accuracies": 0.7562500238418579,
201
+ "rewards/chosen": -0.624541163444519,
202
+ "rewards/margins": 0.5819947719573975,
203
+ "rewards/rejected": -1.2065359354019165,
204
  "step": 120
205
  },
206
  {
207
  "epoch": 0.272108843537415,
208
+ "grad_norm": 17.122180048395105,
209
  "learning_rate": 4.5626458262912735e-07,
210
+ "logits/chosen": -2.221346378326416,
211
+ "logits/rejected": -2.1790013313293457,
212
+ "logps/chosen": -353.6302795410156,
213
+ "logps/rejected": -388.6443786621094,
214
+ "loss": 0.5391,
215
+ "rewards/accuracies": 0.6875,
216
+ "rewards/chosen": -0.825293242931366,
217
+ "rewards/margins": 0.4637347161769867,
218
+ "rewards/rejected": -1.2890280485153198,
219
  "step": 130
220
  },
221
  {
222
  "epoch": 0.29304029304029305,
223
+ "grad_norm": 17.095632859067344,
224
  "learning_rate": 4.453763107901675e-07,
225
+ "logits/chosen": -2.158041477203369,
226
+ "logits/rejected": -2.0732905864715576,
227
+ "logps/chosen": -355.7929382324219,
228
+ "logps/rejected": -372.53021240234375,
229
+ "loss": 0.552,
230
+ "rewards/accuracies": 0.737500011920929,
231
+ "rewards/chosen": -0.5128291845321655,
232
+ "rewards/margins": 0.5925513505935669,
233
+ "rewards/rejected": -1.1053804159164429,
234
  "step": 140
235
  },
236
  {
237
  "epoch": 0.3139717425431711,
238
+ "grad_norm": 24.657788255904606,
239
  "learning_rate": 4.3344075855595097e-07,
240
+ "logits/chosen": -2.0279147624969482,
241
+ "logits/rejected": -1.9383026361465454,
242
+ "logps/chosen": -328.5897521972656,
243
+ "logps/rejected": -343.27105712890625,
244
+ "loss": 0.5536,
245
+ "rewards/accuracies": 0.7250000238418579,
246
+ "rewards/chosen": -0.582419216632843,
247
+ "rewards/margins": 0.45015817880630493,
248
+ "rewards/rejected": -1.0325775146484375,
249
  "step": 150
250
  },
251
  {
252
  "epoch": 0.3349031920460492,
253
+ "grad_norm": 20.8468757303537,
254
  "learning_rate": 4.2052190435769554e-07,
255
+ "logits/chosen": -2.1219663619995117,
256
+ "logits/rejected": -1.9995368719100952,
257
+ "logps/chosen": -340.55560302734375,
258
+ "logps/rejected": -381.2513732910156,
259
+ "loss": 0.5544,
260
+ "rewards/accuracies": 0.699999988079071,
261
+ "rewards/chosen": -0.7368024587631226,
262
+ "rewards/margins": 0.6101049780845642,
263
+ "rewards/rejected": -1.346907377243042,
264
  "step": 160
265
  },
266
  {
267
  "epoch": 0.35583464154892724,
268
+ "grad_norm": 25.75784518184545,
269
  "learning_rate": 4.0668899744407567e-07,
270
+ "logits/chosen": -2.0343892574310303,
271
+ "logits/rejected": -1.9912550449371338,
272
+ "logps/chosen": -333.8672180175781,
273
+ "logps/rejected": -364.148681640625,
274
+ "loss": 0.5411,
275
+ "rewards/accuracies": 0.6875,
276
+ "rewards/chosen": -0.8337874412536621,
277
+ "rewards/margins": 0.515734076499939,
278
+ "rewards/rejected": -1.349521517753601,
279
  "step": 170
280
  },
281
  {
282
  "epoch": 0.37676609105180536,
283
+ "grad_norm": 22.431217860948216,
284
  "learning_rate": 3.920161866827889e-07,
285
+ "logits/chosen": -2.160536289215088,
286
+ "logits/rejected": -2.108321189880371,
287
+ "logps/chosen": -356.4222412109375,
288
+ "logps/rejected": -384.0712585449219,
289
+ "loss": 0.5158,
290
+ "rewards/accuracies": 0.731249988079071,
291
+ "rewards/chosen": -0.9323843121528625,
292
+ "rewards/margins": 0.526262640953064,
293
+ "rewards/rejected": -1.4586468935012817,
294
  "step": 180
295
  },
296
  {
297
  "epoch": 0.3976975405546834,
298
+ "grad_norm": 23.80320167821421,
299
  "learning_rate": 3.765821230985757e-07,
300
+ "logits/chosen": -2.111511707305908,
301
+ "logits/rejected": -2.0807371139526367,
302
+ "logps/chosen": -330.0537109375,
303
+ "logps/rejected": -375.9040222167969,
304
+ "loss": 0.5398,
305
+ "rewards/accuracies": 0.675000011920929,
306
+ "rewards/chosen": -0.7908061742782593,
307
+ "rewards/margins": 0.5114402770996094,
308
+ "rewards/rejected": -1.3022464513778687,
309
  "step": 190
310
  },
311
  {
312
  "epoch": 0.4186289900575615,
313
+ "grad_norm": 46.83083982513084,
314
  "learning_rate": 3.604695382782159e-07,
315
+ "logits/chosen": -2.1599907875061035,
316
+ "logits/rejected": -2.159285068511963,
317
+ "logps/chosen": -325.5718688964844,
318
+ "logps/rejected": -401.55718994140625,
319
+ "loss": 0.5406,
320
+ "rewards/accuracies": 0.675000011920929,
321
+ "rewards/chosen": -0.8464052081108093,
322
+ "rewards/margins": 0.5457392334938049,
323
+ "rewards/rejected": -1.3921444416046143,
324
  "step": 200
325
  },
326
  {
327
  "epoch": 0.43956043956043955,
328
+ "grad_norm": 30.809983774424474,
329
  "learning_rate": 3.4376480090239047e-07,
330
+ "logits/chosen": -2.1967430114746094,
331
+ "logits/rejected": -2.0988197326660156,
332
+ "logps/chosen": -386.5250244140625,
333
+ "logps/rejected": -397.96429443359375,
334
+ "loss": 0.5319,
335
+ "rewards/accuracies": 0.737500011920929,
336
+ "rewards/chosen": -0.8952194452285767,
337
+ "rewards/margins": 0.643934428691864,
338
+ "rewards/rejected": -1.539153814315796,
339
  "step": 210
340
  },
341
  {
342
  "epoch": 0.4604918890633176,
343
+ "grad_norm": 36.142986008936305,
344
  "learning_rate": 3.265574537815398e-07,
345
+ "logits/chosen": -1.9691970348358154,
346
+ "logits/rejected": -1.966980218887329,
347
+ "logps/chosen": -332.0834655761719,
348
+ "logps/rejected": -407.1396789550781,
349
+ "loss": 0.5245,
350
+ "rewards/accuracies": 0.7250000238418579,
351
+ "rewards/chosen": -1.0065058469772339,
352
+ "rewards/margins": 0.709026575088501,
353
+ "rewards/rejected": -1.7155323028564453,
354
  "step": 220
355
  },
356
  {
357
  "epoch": 0.48142333856619574,
358
+ "grad_norm": 32.105309802311105,
359
  "learning_rate": 3.0893973387735683e-07,
360
+ "logits/chosen": -2.0395565032958984,
361
+ "logits/rejected": -1.947618842124939,
362
+ "logps/chosen": -370.189208984375,
363
+ "logps/rejected": -454.5423889160156,
364
+ "loss": 0.5372,
365
  "rewards/accuracies": 0.7875000238418579,
366
+ "rewards/chosen": -1.1879613399505615,
367
+ "rewards/margins": 1.0171879529953003,
368
+ "rewards/rejected": -2.2051491737365723,
369
  "step": 230
370
  },
371
  {
372
  "epoch": 0.5023547880690737,
373
+ "grad_norm": 28.941311573129713,
374
  "learning_rate": 2.910060778827554e-07,
375
+ "logits/chosen": -2.0586354732513428,
376
+ "logits/rejected": -1.9693540334701538,
377
+ "logps/chosen": -394.671142578125,
378
+ "logps/rejected": -445.7662658691406,
379
+ "loss": 0.4933,
380
+ "rewards/accuracies": 0.75,
381
+ "rewards/chosen": -1.167217493057251,
382
+ "rewards/margins": 0.7689393758773804,
383
+ "rewards/rejected": -1.9361568689346313,
384
  "step": 240
385
  },
386
  {
387
  "epoch": 0.5232862375719518,
388
+ "grad_norm": 32.453932975157784,
389
  "learning_rate": 2.7285261601056697e-07,
390
+ "logits/chosen": -2.033799886703491,
391
+ "logits/rejected": -1.9187284708023071,
392
+ "logps/chosen": -374.45587158203125,
393
+ "logps/rejected": -424.2225646972656,
394
+ "loss": 0.5141,
395
+ "rewards/accuracies": 0.75,
396
+ "rewards/chosen": -1.0642242431640625,
397
+ "rewards/margins": 0.867928683757782,
398
+ "rewards/rejected": -1.9321529865264893,
399
  "step": 250
400
  },
401
  {
402
  "epoch": 0.54421768707483,
403
+ "grad_norm": 38.54774504177246,
404
  "learning_rate": 2.5457665670441937e-07,
405
+ "logits/chosen": -2.022801160812378,
406
+ "logits/rejected": -2.0115959644317627,
407
+ "logps/chosen": -364.87188720703125,
408
+ "logps/rejected": -422.316650390625,
409
+ "loss": 0.5095,
410
+ "rewards/accuracies": 0.7124999761581421,
411
+ "rewards/chosen": -1.0906543731689453,
412
+ "rewards/margins": 0.7382703423500061,
413
+ "rewards/rejected": -1.8289247751235962,
414
  "step": 260
415
  },
416
  {
417
  "epoch": 0.565149136577708,
418
+ "grad_norm": 38.637611601586094,
419
  "learning_rate": 2.3627616503391812e-07,
420
+ "logits/chosen": -1.961382269859314,
421
+ "logits/rejected": -1.9140493869781494,
422
+ "logps/chosen": -412.92926025390625,
423
+ "logps/rejected": -487.8951110839844,
424
+ "loss": 0.5254,
425
+ "rewards/accuracies": 0.731249988079071,
426
+ "rewards/chosen": -1.3046131134033203,
427
+ "rewards/margins": 0.9779068231582642,
428
+ "rewards/rejected": -2.282519817352295,
429
  "step": 270
430
  },
431
  {
432
  "epoch": 0.5860805860805861,
433
+ "grad_norm": 38.46041638764684,
434
  "learning_rate": 2.1804923757009882e-07,
435
+ "logits/chosen": -1.8148670196533203,
436
+ "logits/rejected": -1.759767770767212,
437
+ "logps/chosen": -390.0211486816406,
438
+ "logps/rejected": -435.19921875,
439
+ "loss": 0.5251,
440
+ "rewards/accuracies": 0.71875,
441
+ "rewards/chosen": -1.3935781717300415,
442
+ "rewards/margins": 0.6986350417137146,
443
+ "rewards/rejected": -2.0922131538391113,
444
  "step": 280
445
  },
446
  {
447
  "epoch": 0.6070120355834642,
448
+ "grad_norm": 28.17757740457026,
449
  "learning_rate": 1.9999357655598891e-07,
450
+ "logits/chosen": -1.9572741985321045,
451
+ "logits/rejected": -1.8640228509902954,
452
+ "logps/chosen": -362.7040100097656,
453
+ "logps/rejected": -433.5982360839844,
454
+ "loss": 0.5155,
455
+ "rewards/accuracies": 0.7562500238418579,
456
+ "rewards/chosen": -1.2248718738555908,
457
+ "rewards/margins": 0.7737196683883667,
458
+ "rewards/rejected": -1.998591423034668,
459
  "step": 290
460
  },
461
  {
462
  "epoch": 0.6279434850863422,
463
+ "grad_norm": 26.314213240746867,
464
  "learning_rate": 1.8220596619089573e-07,
465
+ "logits/chosen": -1.938108205795288,
466
+ "logits/rejected": -1.8487415313720703,
467
+ "logps/chosen": -410.2854919433594,
468
+ "logps/rejected": -449.3778381347656,
469
+ "loss": 0.4933,
470
+ "rewards/accuracies": 0.7562500238418579,
471
+ "rewards/chosen": -1.025935411453247,
472
+ "rewards/margins": 0.8152927160263062,
473
+ "rewards/rejected": -1.8412281274795532,
474
  "step": 300
475
  },
476
  {
477
  "epoch": 0.6488749345892203,
478
+ "grad_norm": 29.022869814488782,
479
  "learning_rate": 1.647817538357072e-07,
480
+ "logits/chosen": -1.9548978805541992,
481
+ "logits/rejected": -1.879836082458496,
482
+ "logps/chosen": -414.93963623046875,
483
+ "logps/rejected": -457.4412536621094,
484
+ "loss": 0.4966,
485
+ "rewards/accuracies": 0.7875000238418579,
486
+ "rewards/chosen": -1.235777735710144,
487
+ "rewards/margins": 0.9157119989395142,
488
+ "rewards/rejected": -2.151489734649658,
489
  "step": 310
490
  },
491
  {
492
  "epoch": 0.6698063840920984,
493
+ "grad_norm": 30.108541803739723,
494
  "learning_rate": 1.478143389201113e-07,
495
+ "logits/chosen": -1.8911720514297485,
496
+ "logits/rejected": -1.7862389087677002,
497
+ "logps/chosen": -366.5466003417969,
498
+ "logps/rejected": -432.31427001953125,
499
+ "loss": 0.4868,
500
+ "rewards/accuracies": 0.8125,
501
+ "rewards/chosen": -1.155328631401062,
502
+ "rewards/margins": 0.9571216702461243,
503
+ "rewards/rejected": -2.112450361251831,
504
  "step": 320
505
  },
506
  {
507
  "epoch": 0.6907378335949764,
508
+ "grad_norm": 28.000171872717303,
509
  "learning_rate": 1.3139467229135998e-07,
510
+ "logits/chosen": -1.917880654335022,
511
+ "logits/rejected": -1.8926366567611694,
512
+ "logps/chosen": -363.8395080566406,
513
+ "logps/rejected": -440.37548828125,
514
+ "loss": 0.5037,
515
+ "rewards/accuracies": 0.7749999761581421,
516
+ "rewards/chosen": -1.0377060174942017,
517
+ "rewards/margins": 0.7931325435638428,
518
+ "rewards/rejected": -1.8308385610580444,
519
  "step": 330
520
  },
521
  {
522
  "epoch": 0.7116692830978545,
523
+ "grad_norm": 34.53057751025992,
524
  "learning_rate": 1.1561076868822755e-07,
525
+ "logits/chosen": -1.8293085098266602,
526
+ "logits/rejected": -1.7758848667144775,
527
+ "logps/chosen": -400.27154541015625,
528
+ "logps/rejected": -463.6654357910156,
529
+ "loss": 0.5004,
530
+ "rewards/accuracies": 0.7250000238418579,
531
+ "rewards/chosen": -1.2170968055725098,
532
+ "rewards/margins": 0.8406441807746887,
533
+ "rewards/rejected": -2.057741165161133,
534
  "step": 340
535
  },
536
  {
537
  "epoch": 0.7326007326007326,
538
+ "grad_norm": 28.73749633774597,
539
  "learning_rate": 1.0054723495346482e-07,
540
+ "logits/chosen": -1.8887624740600586,
541
+ "logits/rejected": -1.7918049097061157,
542
+ "logps/chosen": -376.71734619140625,
543
+ "logps/rejected": -443.11822509765625,
544
+ "loss": 0.4659,
545
+ "rewards/accuracies": 0.8062499761581421,
546
+ "rewards/chosen": -1.2517045736312866,
547
+ "rewards/margins": 0.9187850952148438,
548
+ "rewards/rejected": -2.17048978805542,
549
  "step": 350
550
  },
551
  {
552
  "epoch": 0.7535321821036107,
553
+ "grad_norm": 27.32892904184351,
554
  "learning_rate": 8.628481651367875e-08,
555
+ "logits/chosen": -1.8553106784820557,
556
+ "logits/rejected": -1.7398430109024048,
557
+ "logps/chosen": -430.87066650390625,
558
+ "logps/rejected": -485.1336364746094,
559
+ "loss": 0.5152,
560
+ "rewards/accuracies": 0.7437499761581421,
561
+ "rewards/chosen": -1.3292081356048584,
562
+ "rewards/margins": 0.9499826431274414,
563
+ "rewards/rejected": -2.279191017150879,
564
  "step": 360
565
  },
566
  {
567
  "epoch": 0.7744636316064888,
568
+ "grad_norm": 29.199443383027504,
569
  "learning_rate": 7.289996455765748e-08,
570
+ "logits/chosen": -1.8290824890136719,
571
+ "logits/rejected": -1.7347335815429688,
572
+ "logps/chosen": -394.8559265136719,
573
+ "logps/rejected": -456.19488525390625,
574
+ "loss": 0.5079,
575
+ "rewards/accuracies": 0.768750011920929,
576
+ "rewards/chosen": -1.356519103050232,
577
+ "rewards/margins": 0.8976017236709595,
578
+ "rewards/rejected": -2.2541210651397705,
579
  "step": 370
580
  },
581
  {
582
  "epoch": 0.7953950811093669,
583
+ "grad_norm": 27.421591442142596,
584
  "learning_rate": 6.046442623320145e-08,
585
+ "logits/chosen": -1.6712805032730103,
586
+ "logits/rejected": -1.6388919353485107,
587
+ "logps/chosen": -399.28936767578125,
588
+ "logps/rejected": -523.0585327148438,
589
+ "loss": 0.5035,
590
+ "rewards/accuracies": 0.75,
591
+ "rewards/chosen": -1.6077839136123657,
592
+ "rewards/margins": 1.0587600469589233,
593
+ "rewards/rejected": -2.666543960571289,
594
  "step": 380
595
  },
596
  {
597
  "epoch": 0.8163265306122449,
598
+ "grad_norm": 30.359012124716116,
599
  "learning_rate": 4.904486005914027e-08,
600
+ "logits/chosen": -1.8206322193145752,
601
+ "logits/rejected": -1.7272882461547852,
602
+ "logps/chosen": -474.2603454589844,
603
+ "logps/rejected": -522.3705444335938,
604
+ "loss": 0.4918,
605
+ "rewards/accuracies": 0.7124999761581421,
606
+ "rewards/chosen": -1.457648515701294,
607
+ "rewards/margins": 0.8391188383102417,
608
+ "rewards/rejected": -2.296767473220825,
609
  "step": 390
610
  },
611
  {
612
  "epoch": 0.837257980115123,
613
+ "grad_norm": 28.94974585374415,
614
  "learning_rate": 3.8702478614051345e-08,
615
+ "logits/chosen": -1.7498900890350342,
616
+ "logits/rejected": -1.664999008178711,
617
+ "logps/chosen": -377.47552490234375,
618
+ "logps/rejected": -452.85772705078125,
619
+ "loss": 0.5108,
620
+ "rewards/accuracies": 0.7749999761581421,
621
+ "rewards/chosen": -1.2954479455947876,
622
+ "rewards/margins": 0.8770959973335266,
623
+ "rewards/rejected": -2.172544002532959,
624
  "step": 400
625
  },
626
  {
627
  "epoch": 0.858189429618001,
628
+ "grad_norm": 28.935243126672802,
629
  "learning_rate": 2.9492720416985e-08,
630
+ "logits/chosen": -1.8779255151748657,
631
+ "logits/rejected": -1.786258339881897,
632
+ "logps/chosen": -422.50775146484375,
633
+ "logps/rejected": -483.96392822265625,
634
+ "loss": 0.5096,
635
+ "rewards/accuracies": 0.7749999761581421,
636
+ "rewards/chosen": -1.3002262115478516,
637
+ "rewards/margins": 0.9358274340629578,
638
+ "rewards/rejected": -2.236053705215454,
639
  "step": 410
640
  },
641
  {
642
  "epoch": 0.8791208791208791,
643
+ "grad_norm": 29.945810967167397,
644
  "learning_rate": 2.1464952759020856e-08,
645
+ "logits/chosen": -1.7313286066055298,
646
+ "logits/rejected": -1.6857627630233765,
647
+ "logps/chosen": -381.6114807128906,
648
+ "logps/rejected": -479.25738525390625,
649
+ "loss": 0.4962,
650
+ "rewards/accuracies": 0.731249988079071,
651
+ "rewards/chosen": -1.3308442831039429,
652
+ "rewards/margins": 0.9352275729179382,
653
+ "rewards/rejected": -2.2660717964172363,
654
  "step": 420
655
  },
656
  {
657
  "epoch": 0.9000523286237572,
658
+ "grad_norm": 26.119384851501806,
659
  "learning_rate": 1.4662207078575684e-08,
660
+ "logits/chosen": -1.7514724731445312,
661
+ "logits/rejected": -1.6334092617034912,
662
+ "logps/chosen": -412.2776794433594,
663
+ "logps/rejected": -485.67474365234375,
664
+ "loss": 0.4761,
665
+ "rewards/accuracies": 0.8187500238418579,
666
+ "rewards/chosen": -1.3133318424224854,
667
+ "rewards/margins": 0.9652267694473267,
668
+ "rewards/rejected": -2.2785582542419434,
669
  "step": 430
670
  },
671
  {
672
  "epoch": 0.9209837781266352,
673
+ "grad_norm": 26.94588013879126,
674
  "learning_rate": 9.12094829893642e-09,
675
+ "logits/chosen": -1.8784576654434204,
676
+ "logits/rejected": -1.7693846225738525,
677
+ "logps/chosen": -380.4332275390625,
678
+ "logps/rejected": -434.47528076171875,
679
+ "loss": 0.4946,
680
+ "rewards/accuracies": 0.7562500238418579,
681
+ "rewards/chosen": -1.2585992813110352,
682
+ "rewards/margins": 0.8942249417304993,
683
+ "rewards/rejected": -2.1528244018554688,
684
  "step": 440
685
  },
686
  {
687
  "epoch": 0.9419152276295133,
688
+ "grad_norm": 30.64305945908595,
689
  "learning_rate": 4.8708793644441086e-09,
690
+ "logits/chosen": -1.6217530965805054,
691
+ "logits/rejected": -1.5668941736221313,
692
+ "logps/chosen": -399.07159423828125,
693
+ "logps/rejected": -491.37255859375,
694
+ "loss": 0.4965,
695
+ "rewards/accuracies": 0.7875000238418579,
696
+ "rewards/chosen": -1.3542201519012451,
697
+ "rewards/margins": 1.022148847579956,
698
+ "rewards/rejected": -2.376368999481201,
699
  "step": 450
700
  },
701
  {
702
  "epoch": 0.9628466771323915,
703
+ "grad_norm": 33.639657576864714,
704
  "learning_rate": 1.9347820230782295e-09,
705
+ "logits/chosen": -1.7693073749542236,
706
+ "logits/rejected": -1.632108449935913,
707
+ "logps/chosen": -403.25164794921875,
708
+ "logps/rejected": -450.56719970703125,
709
+ "loss": 0.5037,
710
+ "rewards/accuracies": 0.7562500238418579,
711
+ "rewards/chosen": -1.3865845203399658,
712
+ "rewards/margins": 0.8871077299118042,
713
+ "rewards/rejected": -2.2736923694610596,
714
  "step": 460
715
  },
716
  {
717
  "epoch": 0.9837781266352695,
718
+ "grad_norm": 24.361865004265656,
719
  "learning_rate": 3.2839470889836627e-10,
720
+ "logits/chosen": -1.7675716876983643,
721
+ "logits/rejected": -1.6869328022003174,
722
+ "logps/chosen": -416.3556213378906,
723
+ "logps/rejected": -471.928466796875,
724
+ "loss": 0.4873,
725
+ "rewards/accuracies": 0.706250011920929,
726
+ "rewards/chosen": -1.273482084274292,
727
+ "rewards/margins": 0.8372520208358765,
728
+ "rewards/rejected": -2.110734224319458,
729
  "step": 470
730
  },
731
  {
732
  "epoch": 0.9984301412872841,
733
+ "eval_logits/chosen": -1.7495195865631104,
734
+ "eval_logits/rejected": -1.6837695837020874,
735
+ "eval_logps/chosen": -377.28125,
736
+ "eval_logps/rejected": -477.6671142578125,
737
+ "eval_loss": 0.5006999969482422,
738
+ "eval_rewards/accuracies": 0.78515625,
739
+ "eval_rewards/chosen": -1.229191780090332,
740
+ "eval_rewards/margins": 0.990763247013092,
741
+ "eval_rewards/rejected": -2.2199549674987793,
742
+ "eval_runtime": 169.175,
743
+ "eval_samples_per_second": 11.822,
744
+ "eval_steps_per_second": 0.189,
745
  "step": 477
746
  },
747
  {
748
  "epoch": 0.9984301412872841,
749
  "step": 477,
750
  "total_flos": 0.0,
751
+ "train_loss": 0.5402372428206278,
752
+ "train_runtime": 15378.7164,
753
+ "train_samples_per_second": 3.975,
754
+ "train_steps_per_second": 0.031
755
  }
756
  ],
757
  "logging_steps": 10,
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:23a1a5c0da9cac08ae293366ab6c2e2a3363e1e05ef48b7518f77856b4c57cae
3
  size 7672
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:11602986cd91a6bde62fe71e5cd1bcff4f3db8eb31d311ac460622a82d0e5718
3
  size 7672