File size: 11,987 Bytes
8de320b
 
 
fd7b7b0
8de320b
fd7b7b0
8de320b
 
 
 
 
3d656a7
fd7b7b0
3d656a7
 
fd7b7b0
4bbf157
3d656a7
 
 
663fc76
5fa3ec7
3d656a7
 
a393153
cc3aadc
3d656a7
5fa3ec7
 
 
3d656a7
fd7b7b0
3d656a7
 
fd7b7b0
40d0cc7
3d656a7
 
 
663fc76
5fa3ec7
3d656a7
 
ef83845
 
3d656a7
5fa3ec7
 
 
3d656a7
fd7b7b0
3d656a7
 
fd7b7b0
cf054c6
3d656a7
 
 
663fc76
2953e62
3d656a7
 
37f1a5c
3d656a7
 
fd7b7b0
2953e62
 
3d656a7
7fd7821
3d656a7
 
fd7b7b0
d2ee8a9
3d656a7
 
 
 
5fa3ec7
663fc76
3d656a7
663fc76
 
3d656a7
fd7b7b0
2953e62
 
3d656a7
fd7b7b0
3d656a7
 
fd7b7b0
5b1c05d
3d656a7
 
 
 
2953e62
3d656a7
 
f4fb158
8049eb3
3d656a7
fd7b7b0
2953e62
 
3d656a7
7fd7821
3d656a7
 
fd7b7b0
4bbf157
3d656a7
 
 
 
2953e62
3d656a7
 
57586c8
cc3aadc
3d656a7
fd7b7b0
2953e62
 
3d656a7
fd7b7b0
3d656a7
 
fd7b7b0
4bbf157
3d656a7
 
 
 
2953e62
663fc76
3d656a7
80a002b
55f1a9d
3d656a7
fd7b7b0
2953e62
 
3d656a7
7fd7821
3d656a7
 
fd7b7b0
4bbf157
3d656a7
 
 
 
2953e62
663fc76
3d656a7
b72b2a7
c74e122
3d656a7
fd7b7b0
2953e62
 
3d656a7
fd7b7b0
3d656a7
 
fd7b7b0
4bbf157
3d656a7
 
 
663fc76
2953e62
3d656a7
 
 
827d2cc
3d656a7
fd7b7b0
5fa3ec7
 
3d656a7
7fd7821
3d656a7
 
fd7b7b0
4bbf157
3d656a7
 
 
663fc76
5fa3ec7
3d656a7
 
6bbffe8
f771580
3d656a7
fd7b7b0
2953e62
 
3d656a7
fd7b7b0
3d656a7
 
fd7b7b0
4bbf157
3d656a7
 
 
 
2953e62
3d656a7
 
5003810
bf181fa
3d656a7
fd7b7b0
2953e62
 
3d656a7
7fd7821
3d656a7
 
fd7b7b0
aeef55a
3d656a7
 
 
 
2953e62
663fc76
3d656a7
381e104
c74e122
3d656a7
fd7b7b0
8de320b
 
3d656a7
fd7b7b0
3d656a7
 
fd7b7b0
4bbf157
3d656a7
 
 
 
2953e62
3d656a7
 
76ad8e7
8049eb3
3d656a7
fd7b7b0
2953e62
 
3d656a7
fd7b7b0
3d656a7
 
fd7b7b0
4bbf157
3d656a7
 
 
 
2953e62
3d656a7
 
bbf7bc7
30fdaf1
3d656a7
fd7b7b0
2953e62
 
3d656a7
fd7b7b0
3d656a7
 
2953e62
cf054c6
3d656a7
 
 
663fc76
2953e62
3d656a7
 
aca7e25
3d656a7
 
fd7b7b0
2953e62
 
fd7b7b0
 
8de320b
3d656a7
 
 
 
8de320b
 
 
fd7b7b0
8de320b
fd7b7b0
8de320b
 
 
 
 
 
 
 
 
 
 
 
 
 
1adb82f
8de320b
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 30,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "completion_length": 316.15625,
      "epoch": 0.3333333333333333,
      "grad_norm": 21.52219009399414,
      "kl": 0.0030751565063837916,
      "learning_rate": 4.985344892885899e-07,
      "loss": 0.0,
      "reward": 0.7553889602422714,
      "reward_std": 0.8830663803964853,
      "rewards/concensus_correctness_reward_func": 0.12793750315904617,
      "rewards/consensus_reward_func": 0.125,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0,
      "rewards/question_recreation_reward_func": 0.3625452145934105,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.13990625739097595,
      "step": 2
    },
    {
      "completion_length": 300.5625,
      "epoch": 0.6666666666666666,
      "grad_norm": 1.9447593688964844,
      "kl": 0.0016620483074802905,
      "learning_rate": 4.869132927957006e-07,
      "loss": 0.0,
      "reward": 0.46813742350786924,
      "reward_std": 0.5111670058686286,
      "rewards/concensus_correctness_reward_func": 0.0390625,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0,
      "rewards/question_recreation_reward_func": 0.25704367691650987,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.1720312472898513,
      "step": 4
    },
    {
      "completion_length": 356.59375,
      "epoch": 1.0,
      "grad_norm": 6.489116668701172,
      "kl": 0.002859230269677937,
      "learning_rate": 4.642142940418973e-07,
      "loss": 0.0,
      "reward": 0.12191218649968505,
      "reward_std": 0.35503741540014744,
      "rewards/concensus_correctness_reward_func": 0.0,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0625,
      "rewards/question_recreation_reward_func": 0.24194344179704785,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": -0.1825312376022339,
      "step": 6
    },
    {
      "completion_length": 345.09375,
      "epoch": 1.3333333333333333,
      "grad_norm": 2.4612724781036377,
      "kl": 0.0013941506476840004,
      "learning_rate": 4.314988729807827e-07,
      "loss": 0.0,
      "reward": 0.33836980583146214,
      "reward_std": 0.2510320176370442,
      "rewards/concensus_correctness_reward_func": 0.0,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0625,
      "rewards/question_recreation_reward_func": 0.1744322977028787,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.10143750347197056,
      "step": 8
    },
    {
      "completion_length": 339.03125,
      "epoch": 1.6666666666666665,
      "grad_norm": 1.9401979446411133,
      "kl": 0.0020870345033472404,
      "learning_rate": 3.902967663405956e-07,
      "loss": 0.0,
      "reward": 0.46584965474903584,
      "reward_std": 0.5341893364675343,
      "rewards/concensus_correctness_reward_func": 0.049937501549720764,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0,
      "rewards/question_recreation_reward_func": 0.33859966415911913,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.07731248997151852,
      "step": 10
    },
    {
      "completion_length": 375.65625,
      "epoch": 2.0,
      "grad_norm": 6.633189678192139,
      "kl": 0.0027604274946497753,
      "learning_rate": 3.4253453883497864e-07,
      "loss": 0.0,
      "reward": 0.49713892582803965,
      "reward_std": 0.6947258803993464,
      "rewards/concensus_correctness_reward_func": 0.07800000160932541,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0625,
      "rewards/question_recreation_reward_func": 0.300607668235898,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.05603125458583236,
      "step": 12
    },
    {
      "completion_length": 317.78125,
      "epoch": 2.3333333333333335,
      "grad_norm": 22.7032413482666,
      "kl": 0.004153315079747699,
      "learning_rate": 2.9044549913819124e-07,
      "loss": 0.0,
      "reward": 0.25570555380545557,
      "reward_std": 0.4283748477464542,
      "rewards/concensus_correctness_reward_func": 0.0,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0,
      "rewards/question_recreation_reward_func": 0.18479929422028363,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.07090624794363976,
      "step": 14
    },
    {
      "completion_length": 462.53125,
      "epoch": 2.6666666666666665,
      "grad_norm": 1.7028603553771973,
      "kl": 0.0016381583554903045,
      "learning_rate": 2.3646527285364563e-07,
      "loss": 0.0,
      "reward": 0.3854512879624963,
      "reward_std": 0.6286731185391545,
      "rewards/concensus_correctness_reward_func": 0.0078125,
      "rewards/consensus_reward_func": 0.0625,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.125,
      "rewards/question_recreation_reward_func": 0.2168888095766306,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": -0.0267499890178442,
      "step": 16
    },
    {
      "completion_length": 428.8125,
      "epoch": 3.0,
      "grad_norm": 7.420510292053223,
      "kl": 0.0014154443051666021,
      "learning_rate": 1.8311791536769483e-07,
      "loss": 0.0,
      "reward": 1.9474243009462953,
      "reward_std": 2.0522735831327736,
      "rewards/concensus_correctness_reward_func": 1.25,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.125,
      "rewards/question_recreation_reward_func": 0.3706743409857154,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.2017499953508377,
      "step": 18
    },
    {
      "completion_length": 335.375,
      "epoch": 3.3333333333333335,
      "grad_norm": 1.8302611112594604,
      "kl": 0.0017498906381661072,
      "learning_rate": 1.328978898250525e-07,
      "loss": 0.0,
      "reward": 0.29314853716641665,
      "reward_std": 0.4034676030278206,
      "rewards/concensus_correctness_reward_func": 0.0,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0,
      "rewards/question_recreation_reward_func": 0.22377353068441153,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.0693750036880374,
      "step": 20
    },
    {
      "completion_length": 375.75,
      "epoch": 3.6666666666666665,
      "grad_norm": 2.6359448432922363,
      "kl": 0.001499448495451361,
      "learning_rate": 8.81534288045431e-08,
      "loss": 0.0,
      "reward": 0.40015758108347654,
      "reward_std": 0.5831130938604474,
      "rewards/concensus_correctness_reward_func": 0.0,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0625,
      "rewards/question_recreation_reward_func": 0.2579075903631747,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.0797500004991889,
      "step": 22
    },
    {
      "completion_length": 384.8125,
      "epoch": 4.0,
      "grad_norm": 1.4408454895019531,
      "kl": 0.002384145453106612,
      "learning_rate": 5.097673357358906e-08,
      "loss": 0.0,
      "reward": 0.5307273641228676,
      "reward_std": 0.6833547167479992,
      "rewards/concensus_correctness_reward_func": 0.0,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.125,
      "rewards/question_recreation_reward_func": 0.37400862388312817,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.031718747690320015,
      "step": 24
    },
    {
      "completion_length": 345.78125,
      "epoch": 4.333333333333333,
      "grad_norm": 2.0862185955047607,
      "kl": 0.002453506240271963,
      "learning_rate": 2.3106145082260774e-08,
      "loss": 0.0,
      "reward": 0.30404016049578786,
      "reward_std": 0.45155784906819463,
      "rewards/concensus_correctness_reward_func": 0.0,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0,
      "rewards/question_recreation_reward_func": 0.21141517208889127,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.09262499958276749,
      "step": 26
    },
    {
      "completion_length": 450.09375,
      "epoch": 4.666666666666667,
      "grad_norm": 1.684699535369873,
      "kl": 0.0021325907873688266,
      "learning_rate": 5.844861072478335e-09,
      "loss": 0.0,
      "reward": 0.05113972723484039,
      "reward_std": 1.3334482870995998,
      "rewards/concensus_correctness_reward_func": 0.016124999150633812,
      "rewards/consensus_reward_func": 0.0,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0,
      "rewards/question_recreation_reward_func": 0.4341397238895297,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": -0.39912501722574234,
      "step": 28
    },
    {
      "completion_length": 348.8125,
      "epoch": 5.0,
      "grad_norm": 20.362266540527344,
      "kl": 0.001994746329728514,
      "learning_rate": 0.0,
      "loss": 0.0,
      "reward": 1.1518285004422069,
      "reward_std": 2.1777954126009718,
      "rewards/concensus_correctness_reward_func": 0.6850625015795231,
      "rewards/consensus_reward_func": 0.0625,
      "rewards/cumulative_reward_2": 0.0,
      "rewards/final_correctness_reward_func": 0.0625,
      "rewards/question_recreation_reward_func": 0.20567227923311293,
      "rewards/soft_format_reward_func": 0.0,
      "rewards/strict_format_reward_func": 0.0,
      "rewards/xmlcount_reward_func": 0.13609375664964318,
      "step": 30
    },
    {
      "epoch": 5.0,
      "step": 30,
      "total_flos": 0.0,
      "train_loss": 2.2229773397460423e-06,
      "train_runtime": 1482.5235,
      "train_samples_per_second": 0.324,
      "train_steps_per_second": 0.02
    }
  ],
  "logging_steps": 2,
  "max_steps": 30,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 25,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}