chansung commited on
Commit
e2d447f
·
verified ·
1 Parent(s): e09e96f

Model save

Browse files
Files changed (5) hide show
  1. README.md +3 -5
  2. all_results.json +4 -4
  3. generation_config.json +5 -10
  4. train_results.json +4 -4
  5. trainer_state.json +444 -1144
README.md CHANGED
@@ -1,11 +1,9 @@
1
  ---
2
- base_model: Qwen/Qwen2.5-1.5B-Instruct
3
- datasets: chansung/verifiable-coding-problems-python
4
  library_name: transformers
5
  model_name: Qwen2.5-1.5B-CCRL-1
6
  tags:
7
  - generated_from_trainer
8
- - open-r1
9
  - trl
10
  - grpo
11
  licence: license
@@ -13,7 +11,7 @@ licence: license
13
 
14
  # Model Card for Qwen2.5-1.5B-CCRL-1
15
 
16
- This model is a fine-tuned version of [Qwen/Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct) on the [chansung/verifiable-coding-problems-python](https://huggingface.co/datasets/chansung/verifiable-coding-problems-python) dataset.
17
  It has been trained using [TRL](https://github.com/huggingface/trl).
18
 
19
  ## Quick start
@@ -29,7 +27,7 @@ print(output["generated_text"])
29
 
30
  ## Training procedure
31
 
32
- [<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/chansung18/huggingface/runs/ljp86q65)
33
 
34
 
35
  This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
 
1
  ---
2
+ base_model: coolcui/DeepSeek-R1-Distill-Qwen-1.5B-GRPO
 
3
  library_name: transformers
4
  model_name: Qwen2.5-1.5B-CCRL-1
5
  tags:
6
  - generated_from_trainer
 
7
  - trl
8
  - grpo
9
  licence: license
 
11
 
12
  # Model Card for Qwen2.5-1.5B-CCRL-1
13
 
14
+ This model is a fine-tuned version of [coolcui/DeepSeek-R1-Distill-Qwen-1.5B-GRPO](https://huggingface.co/coolcui/DeepSeek-R1-Distill-Qwen-1.5B-GRPO).
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/chansung18/huggingface/runs/opz13onj)
31
 
32
 
33
  This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
all_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "total_flos": 0.0,
3
- "train_loss": 0.003220523014695118,
4
- "train_runtime": 15510.0274,
5
  "train_samples": 949,
6
- "train_samples_per_second": 0.825,
7
- "train_steps_per_second": 0.006
8
  }
 
1
  {
2
  "total_flos": 0.0,
3
+ "train_loss": 0.0,
4
+ "train_runtime": 13359.4688,
5
  "train_samples": 949,
6
+ "train_samples_per_second": 0.479,
7
+ "train_steps_per_second": 0.004
8
  }
generation_config.json CHANGED
@@ -1,14 +1,9 @@
1
  {
2
- "bos_token_id": 151643,
 
3
  "do_sample": true,
4
- "eos_token_id": [
5
- 151645,
6
- 151643
7
- ],
8
- "pad_token_id": 151643,
9
- "repetition_penalty": 1.1,
10
- "temperature": 0.7,
11
- "top_k": 20,
12
- "top_p": 0.8,
13
  "transformers_version": "4.50.0"
14
  }
 
1
  {
2
+ "_from_model_config": true,
3
+ "bos_token_id": 151646,
4
  "do_sample": true,
5
+ "eos_token_id": 151643,
6
+ "temperature": 0.6,
7
+ "top_p": 0.95,
 
 
 
 
 
 
8
  "transformers_version": "4.50.0"
9
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "total_flos": 0.0,
3
- "train_loss": 0.003220523014695118,
4
- "train_runtime": 15510.0274,
5
  "train_samples": 949,
6
- "train_samples_per_second": 0.825,
7
- "train_steps_per_second": 0.006
8
  }
 
1
  {
2
  "total_flos": 0.0,
3
+ "train_loss": 0.0,
4
+ "train_runtime": 13359.4688,
5
  "train_samples": 949,
6
+ "train_samples_per_second": 0.479,
7
+ "train_steps_per_second": 0.004
8
  }
trainer_state.json CHANGED
@@ -2,1427 +2,727 @@
2
  "best_global_step": null,
3
  "best_metric": null,
4
  "best_model_checkpoint": null,
5
- "epoch": 1.6890756302521008,
6
  "eval_steps": 500,
7
- "global_step": 100,
8
  "is_hyper_param_search": false,
9
  "is_local_process_zero": true,
10
  "is_world_process_zero": true,
11
  "log_history": [
12
  {
13
  "clip_ratio": 0.0,
14
- "completion_length": 641.9296875,
15
  "epoch": 0.01680672268907563,
16
- "grad_norm": 0.1829340010881424,
17
  "kl": 0.0,
18
- "learning_rate": 3.333333333333333e-07,
19
- "loss": -0.0027,
20
- "num_tokens": 143935.0,
21
- "reward": 0.015625,
22
- "reward_std": 0.0289318785071373,
23
- "rewards/code_format_reward": 0.015625,
24
  "step": 1
25
  },
26
  {
27
  "clip_ratio": 0.0,
28
- "completion_length": 558.2109375,
29
  "epoch": 0.03361344537815126,
30
- "grad_norm": 0.24132254719734192,
31
  "kl": 0.0,
32
- "learning_rate": 6.666666666666666e-07,
33
- "loss": 0.0106,
34
- "num_tokens": 275234.0,
35
- "reward": 0.015625,
36
- "reward_std": 0.04419417306780815,
37
- "rewards/code_format_reward": 0.015625,
38
  "step": 2
39
  },
40
  {
41
  "clip_ratio": 0.0,
42
- "completion_length": 552.5546875,
43
  "epoch": 0.05042016806722689,
44
- "grad_norm": 0.2641178071498871,
45
- "kl": 0.00027370452880859375,
46
- "learning_rate": 1e-06,
47
- "loss": 0.0038,
48
- "num_tokens": 408041.0,
49
- "reward": 0.015625,
50
- "reward_std": 0.04419417306780815,
51
- "rewards/code_format_reward": 0.015625,
52
  "step": 3
53
  },
54
  {
55
  "clip_ratio": 0.0,
56
- "completion_length": 580.0703125,
57
  "epoch": 0.06722689075630252,
58
- "grad_norm": 0.0005861425888724625,
59
- "kl": 0.00024080276489257812,
60
- "learning_rate": 9.997640060704816e-07,
61
  "loss": 0.0,
62
- "num_tokens": 541898.0,
63
  "reward": 0.0,
64
  "reward_std": 0.0,
65
- "rewards/code_format_reward": 0.0,
66
  "step": 4
67
  },
68
  {
69
  "clip_ratio": 0.0,
70
- "completion_length": 610.8125,
71
  "epoch": 0.08403361344537816,
72
- "grad_norm": 0.19232627749443054,
73
- "kl": 0.00027179718017578125,
74
- "learning_rate": 9.990562718069702e-07,
75
- "loss": 0.0049,
76
- "num_tokens": 679066.0,
77
- "reward": 0.0234375,
78
- "reward_std": 0.051028965041041374,
79
- "rewards/code_format_reward": 0.0234375,
80
  "step": 5
81
  },
82
  {
83
  "clip_ratio": 0.0,
84
- "completion_length": 570.3046875,
85
  "epoch": 0.10084033613445378,
86
- "grad_norm": 0.000793790037278086,
87
- "kl": 0.0002541542053222656,
88
- "learning_rate": 9.978775395249762e-07,
89
  "loss": 0.0,
90
- "num_tokens": 811689.0,
91
  "reward": 0.0,
92
  "reward_std": 0.0,
93
- "rewards/code_format_reward": 0.0,
94
  "step": 6
95
  },
96
  {
97
  "clip_ratio": 0.0,
98
- "completion_length": 583.1171875,
99
  "epoch": 0.11764705882352941,
100
- "grad_norm": 0.14019447565078735,
101
- "kl": 0.0003261566162109375,
102
- "learning_rate": 9.962290455518912e-07,
103
- "loss": 0.0085,
104
- "num_tokens": 942160.0,
105
- "reward": 0.0078125,
106
- "reward_std": 0.022097086533904076,
107
- "rewards/code_format_reward": 0.0078125,
108
  "step": 7
109
  },
110
  {
111
  "clip_ratio": 0.0,
112
- "completion_length": 602.890625,
113
  "epoch": 0.13445378151260504,
114
- "grad_norm": 0.0008551861974410713,
115
- "kl": 0.00027751922607421875,
116
- "learning_rate": 9.941125189302508e-07,
117
  "loss": 0.0,
118
- "num_tokens": 1081786.0,
119
  "reward": 0.0,
120
  "reward_std": 0.0,
121
- "rewards/code_format_reward": 0.0,
122
  "step": 8
123
  },
124
  {
125
  "clip_ratio": 0.0,
126
- "completion_length": 538.1484375,
127
  "epoch": 0.15126050420168066,
128
- "grad_norm": 0.6493130326271057,
129
- "kl": 0.0005221366882324219,
130
- "learning_rate": 9.915301796042075e-07,
131
- "loss": 0.0143,
132
- "num_tokens": 1204973.0,
133
- "reward": 0.0625,
134
- "reward_std": 0.16151439771056175,
135
- "rewards/code_format_reward": 0.0625,
136
  "step": 9
137
  },
138
  {
139
  "clip_ratio": 0.0,
140
- "completion_length": 633.46875,
141
  "epoch": 0.16806722689075632,
142
- "grad_norm": 0.4631551206111908,
143
- "kl": 0.0004162788391113281,
144
- "learning_rate": 9.884847360911167e-07,
145
- "loss": -0.0393,
146
- "num_tokens": 1348945.0,
147
- "reward": 0.0546875,
148
- "reward_std": 0.12415501847863197,
149
- "rewards/code_format_reward": 0.0546875,
150
  "step": 10
151
  },
152
  {
153
  "clip_ratio": 0.0,
154
- "completion_length": 573.3671875,
155
  "epoch": 0.18487394957983194,
156
- "grad_norm": 0.46803170442581177,
157
- "kl": 0.0006732940673828125,
158
- "learning_rate": 9.84979382640675e-07,
159
- "loss": -0.0024,
160
- "num_tokens": 1478632.0,
161
- "reward": 0.0703125,
162
- "reward_std": 0.15308689512312412,
163
- "rewards/code_format_reward": 0.0703125,
164
  "step": 11
165
  },
166
  {
167
  "clip_ratio": 0.0,
168
- "completion_length": 603.7265625,
169
  "epoch": 0.20168067226890757,
170
- "grad_norm": 0.40413135290145874,
171
- "kl": 0.0005345344543457031,
172
- "learning_rate": 9.81017795884594e-07,
173
- "loss": 0.0043,
174
- "num_tokens": 1619165.0,
175
- "reward": 0.0390625,
176
- "reward_std": 0.09522314183413982,
177
- "rewards/code_format_reward": 0.0390625,
178
  "step": 12
179
  },
180
  {
181
  "clip_ratio": 0.0,
182
- "completion_length": 564.96875,
183
  "epoch": 0.2184873949579832,
184
- "grad_norm": 0.5944288372993469,
185
- "kl": 0.0011510848999023438,
186
- "learning_rate": 9.766041309803217e-07,
187
- "loss": 0.009,
188
- "num_tokens": 1751681.0,
189
- "reward": 0.1015625,
190
- "reward_std": 0.20411096327006817,
191
- "rewards/code_format_reward": 0.1015625,
192
  "step": 13
193
  },
194
  {
195
  "clip_ratio": 0.0,
196
- "completion_length": 509.171875,
197
  "epoch": 0.23529411764705882,
198
- "grad_norm": 0.584949254989624,
199
- "kl": 0.0027894973754882812,
200
- "learning_rate": 9.717430172528546e-07,
201
- "loss": 0.0372,
202
- "num_tokens": 1872271.0,
203
- "reward": 0.125,
204
- "reward_std": 0.2398776337504387,
205
- "rewards/code_format_reward": 0.125,
206
  "step": 14
207
  },
208
  {
209
  "clip_ratio": 0.0,
210
- "completion_length": 547.15625,
211
  "epoch": 0.25210084033613445,
212
- "grad_norm": 0.6391139030456543,
213
- "kl": 0.003070831298828125,
214
- "learning_rate": 9.66439553339217e-07,
215
- "loss": 0.0615,
216
- "num_tokens": 2002227.0,
217
- "reward": 0.296875,
218
- "reward_std": 0.32535743340849876,
219
- "rewards/code_format_reward": 0.296875,
220
  "step": 15
221
  },
222
  {
223
  "clip_ratio": 0.0,
224
- "completion_length": 557.8125,
225
  "epoch": 0.2689075630252101,
226
- "grad_norm": 0.5913247466087341,
227
- "kl": 0.00417327880859375,
228
- "learning_rate": 9.60699301840693e-07,
229
- "loss": -0.013,
230
- "num_tokens": 2130827.0,
231
- "reward": 0.234375,
232
- "reward_std": 0.2630178965628147,
233
- "rewards/code_format_reward": 0.234375,
234
  "step": 16
235
  },
236
  {
237
  "clip_ratio": 0.0,
238
- "completion_length": 454.71875,
239
  "epoch": 0.2857142857142857,
240
- "grad_norm": 0.6741214990615845,
241
- "kl": 0.005828857421875,
242
- "learning_rate": 9.54528283488428e-07,
243
- "loss": 0.0233,
244
- "num_tokens": 2246215.0,
245
- "reward": 0.3125,
246
- "reward_std": 0.282998226583004,
247
- "rewards/code_format_reward": 0.3125,
248
  "step": 17
249
  },
250
  {
251
  "clip_ratio": 0.0,
252
- "completion_length": 694.3671875,
253
  "epoch": 0.3025210084033613,
254
- "grad_norm": 0.2503214478492737,
255
- "kl": 0.0009298324584960938,
256
- "learning_rate": 9.479329708285106e-07,
257
- "loss": 0.0084,
258
- "num_tokens": 2399230.0,
259
- "reward": 0.09375,
260
- "reward_std": 0.0578637570142746,
261
- "rewards/code_format_reward": 0.09375,
262
  "step": 18
263
  },
264
  {
265
  "clip_ratio": 0.0,
266
- "completion_length": 606.7421875,
267
  "epoch": 0.31932773109243695,
268
- "grad_norm": 0.3981899917125702,
269
- "kl": 0.003948211669921875,
270
- "learning_rate": 9.409202814331679e-07,
271
- "loss": -0.0357,
272
- "num_tokens": 2537525.0,
273
- "reward": 0.265625,
274
- "reward_std": 0.14806943386793137,
275
- "rewards/code_format_reward": 0.265625,
276
  "step": 19
277
  },
278
  {
279
  "clip_ratio": 0.0,
280
- "completion_length": 442.84375,
281
  "epoch": 0.33613445378151263,
282
- "grad_norm": 0.5728533864021301,
283
- "kl": 0.0042285919189453125,
284
- "learning_rate": 9.334975706451861e-07,
285
- "loss": 0.0178,
286
- "num_tokens": 2653577.0,
287
- "reward": 0.3671875,
288
- "reward_std": 0.2314501255750656,
289
- "rewards/code_format_reward": 0.3671875,
290
  "step": 20
291
  },
292
  {
293
  "clip_ratio": 0.0,
294
- "completion_length": 666.9765625,
295
  "epoch": 0.35294117647058826,
296
- "grad_norm": 0.40784379839897156,
297
- "kl": 0.003398895263671875,
298
- "learning_rate": 9.256726238631719e-07,
299
- "loss": 0.0296,
300
- "num_tokens": 2801526.0,
301
- "reward": 0.171875,
302
- "reward_std": 0.12255740165710449,
303
- "rewards/code_format_reward": 0.171875,
304
  "step": 21
305
  },
306
  {
307
  "clip_ratio": 0.0,
308
- "completion_length": 561.1328125,
309
  "epoch": 0.3697478991596639,
310
- "grad_norm": 0.3966084122657776,
311
- "kl": 0.0062713623046875,
312
- "learning_rate": 9.174536483757448e-07,
313
- "loss": -0.0061,
314
- "num_tokens": 2930031.0,
315
- "reward": 0.3515625,
316
- "reward_std": 0.11784427240490913,
317
- "rewards/code_format_reward": 0.3515625,
318
  "step": 22
319
  },
320
  {
321
  "clip_ratio": 0.0,
322
- "completion_length": 603.8125,
323
  "epoch": 0.3865546218487395,
324
- "grad_norm": 0.4765741229057312,
325
- "kl": 0.004345893859863281,
326
- "learning_rate": 9.088492647532243e-07,
327
- "loss": 0.0237,
328
- "num_tokens": 3069271.0,
329
- "reward": 0.25,
330
- "reward_std": 0.1065337061882019,
331
- "rewards/code_format_reward": 0.25,
332
  "step": 23
333
  },
334
  {
335
  "clip_ratio": 0.0,
336
- "completion_length": 555.90625,
337
  "epoch": 0.40336134453781514,
338
- "grad_norm": 0.42516130208969116,
339
- "kl": 0.0028820037841796875,
340
- "learning_rate": 8.998684978058422e-07,
341
- "loss": -0.0071,
342
- "num_tokens": 3203811.0,
343
- "reward": 0.3125,
344
- "reward_std": 0.1422954723238945,
345
- "rewards/code_format_reward": 0.3125,
346
  "step": 24
347
  },
348
  {
349
  "clip_ratio": 0.0,
350
- "completion_length": 552.5703125,
351
  "epoch": 0.42016806722689076,
352
- "grad_norm": 0.4370390772819519,
353
- "kl": 0.008594512939453125,
354
- "learning_rate": 8.905207671179627e-07,
355
- "loss": 0.0123,
356
- "num_tokens": 3332956.0,
357
- "reward": 0.3828125,
358
- "reward_std": 0.12863079272210598,
359
- "rewards/code_format_reward": 0.3828125,
360
  "step": 25
361
  },
362
  {
363
  "clip_ratio": 0.0,
364
- "completion_length": 477.546875,
365
  "epoch": 0.4369747899159664,
366
- "grad_norm": 0.6266469955444336,
367
- "kl": 0.006752490997314453,
368
- "learning_rate": 8.808158771682401e-07,
369
- "loss": 0.031,
370
- "num_tokens": 3451954.0,
371
- "reward": 0.625,
372
- "reward_std": 0.1615143995732069,
373
- "rewards/code_format_reward": 0.625,
374
  "step": 26
375
  },
376
  {
377
  "clip_ratio": 0.0,
378
- "completion_length": 623.3125,
379
  "epoch": 0.453781512605042,
380
- "grad_norm": 0.3876335620880127,
381
- "kl": 0.0042819976806640625,
382
- "learning_rate": 8.707640070460731e-07,
383
- "loss": -0.0099,
384
- "num_tokens": 3592458.0,
385
- "reward": 0.328125,
386
- "reward_std": 0.10205793380737305,
387
- "rewards/code_format_reward": 0.328125,
388
  "step": 27
389
  },
390
  {
391
  "clip_ratio": 0.0,
392
- "completion_length": 568.046875,
393
  "epoch": 0.47058823529411764,
394
- "grad_norm": 0.3156704306602478,
395
- "kl": 0.006195068359375,
396
- "learning_rate": 8.60375699775147e-07,
397
- "loss": 0.0065,
398
- "num_tokens": 3722080.0,
399
- "reward": 0.546875,
400
- "reward_std": 0.04419417306780815,
401
- "rewards/code_format_reward": 0.546875,
402
  "step": 28
403
  },
404
  {
405
  "clip_ratio": 0.0,
406
- "completion_length": 612.5703125,
407
  "epoch": 0.48739495798319327,
408
- "grad_norm": 0.3149147927761078,
409
- "kl": 0.004520416259765625,
410
- "learning_rate": 8.496618512552564e-07,
411
- "loss": 0.0076,
412
- "num_tokens": 3861281.0,
413
- "reward": 0.3125,
414
- "reward_std": 0.0578637570142746,
415
- "rewards/code_format_reward": 0.3125,
416
  "step": 29
417
  },
418
  {
419
  "clip_ratio": 0.0,
420
- "completion_length": 626.0078125,
421
  "epoch": 0.5042016806722689,
422
- "grad_norm": 0.41246238350868225,
423
- "kl": 0.009387016296386719,
424
- "learning_rate": 8.386336988340129e-07,
425
- "loss": -0.0028,
426
- "num_tokens": 4004770.0,
427
- "reward": 0.34375,
428
- "reward_std": 0.13258251920342445,
429
- "rewards/code_format_reward": 0.34375,
430
  "step": 30
431
  },
432
  {
433
  "clip_ratio": 0.0,
434
- "completion_length": 594.40625,
435
  "epoch": 0.5210084033613446,
436
- "grad_norm": 0.2296294867992401,
437
- "kl": 0.0028858184814453125,
438
- "learning_rate": 8.273028095204173e-07,
439
- "loss": 0.0033,
440
- "num_tokens": 4142014.0,
441
- "reward": 0.1796875,
442
- "reward_std": 0.022097086533904076,
443
- "rewards/code_format_reward": 0.1796875,
444
  "step": 31
445
  },
446
  {
447
  "clip_ratio": 0.0,
448
- "completion_length": 549.1328125,
449
  "epoch": 0.5378151260504201,
450
- "grad_norm": 0.4845007061958313,
451
- "kl": 0.0059051513671875,
452
- "learning_rate": 8.156810678526652e-07,
453
- "loss": -0.017,
454
- "num_tokens": 4276015.0,
455
- "reward": 0.3515625,
456
- "reward_std": 0.14465449005365372,
457
- "rewards/code_format_reward": 0.3515625,
458
  "step": 32
459
  },
460
  {
461
  "clip_ratio": 0.0,
462
- "completion_length": 546.265625,
463
  "epoch": 0.5546218487394958,
464
- "grad_norm": 0.3567289412021637,
465
- "kl": 0.005253791809082031,
466
- "learning_rate": 8.037806634329078e-07,
467
- "loss": 0.0042,
468
- "num_tokens": 4407857.0,
469
- "reward": 0.34375,
470
- "reward_std": 0.05444391071796417,
471
- "rewards/code_format_reward": 0.34375,
472
  "step": 33
473
  },
474
  {
475
  "clip_ratio": 0.0,
476
- "completion_length": 505.0703125,
477
  "epoch": 0.5714285714285714,
478
- "grad_norm": 0.2423199564218521,
479
- "kl": 0.00742340087890625,
480
- "learning_rate": 7.916140781420428e-07,
481
- "loss": 0.0159,
482
- "num_tokens": 4534298.0,
483
- "reward": 0.3828125,
484
- "reward_std": 0.061278700828552246,
485
- "rewards/code_format_reward": 0.3828125,
486
  "step": 34
487
  },
488
  {
489
  "clip_ratio": 0.0,
490
- "completion_length": 544.9296875,
491
  "epoch": 0.5882352941176471,
492
- "grad_norm": 0.36438822746276855,
493
- "kl": 0.011692047119140625,
494
- "learning_rate": 7.791940730479434e-07,
495
- "loss": 0.0236,
496
- "num_tokens": 4665225.0,
497
- "reward": 0.3359375,
498
- "reward_std": 0.061278700828552246,
499
- "rewards/code_format_reward": 0.3359375,
500
  "step": 35
501
  },
502
  {
503
  "clip_ratio": 0.0,
504
- "completion_length": 549.703125,
505
  "epoch": 0.6050420168067226,
506
- "grad_norm": 0.2744235098361969,
507
- "kl": 0.0067291259765625,
508
- "learning_rate": 7.665336750208623e-07,
509
- "loss": -0.0033,
510
- "num_tokens": 4795883.0,
511
- "reward": 0.484375,
512
- "reward_std": 0.04419417306780815,
513
- "rewards/code_format_reward": 0.484375,
514
  "step": 36
515
  },
516
  {
517
  "clip_ratio": 0.0,
518
- "completion_length": 480.1328125,
519
  "epoch": 0.6218487394957983,
520
- "grad_norm": 0.19300399720668793,
521
- "kl": 0.00769805908203125,
522
- "learning_rate": 7.536461630700425e-07,
523
- "loss": -0.0044,
524
- "num_tokens": 4914988.0,
525
- "reward": 0.4296875,
526
- "reward_std": 0.022097086533904076,
527
- "rewards/code_format_reward": 0.4296875,
528
  "step": 37
529
  },
530
  {
531
  "clip_ratio": 0.0,
532
- "completion_length": 471.4296875,
533
  "epoch": 0.6386554621848739,
534
- "grad_norm": 0.01874758116900921,
535
- "kl": 0.01021575927734375,
536
- "learning_rate": 7.405450544158706e-07,
537
- "loss": 0.0001,
538
- "num_tokens": 5031363.0,
539
- "reward": 0.5625,
540
  "reward_std": 0.0,
541
- "rewards/code_format_reward": 0.5625,
542
  "step": 38
543
  },
544
  {
545
  "clip_ratio": 0.0,
546
- "completion_length": 529.78125,
547
  "epoch": 0.6554621848739496,
548
- "grad_norm": 0.056958042085170746,
549
- "kl": 0.0102996826171875,
550
- "learning_rate": 7.272440903121791e-07,
551
- "loss": 0.0001,
552
- "num_tokens": 5158719.0,
553
- "reward": 0.375,
554
  "reward_std": 0.0,
555
- "rewards/code_format_reward": 0.375,
556
  "step": 39
557
  },
558
  {
559
  "clip_ratio": 0.0,
560
- "completion_length": 587.6953125,
561
  "epoch": 0.6722689075630253,
562
- "grad_norm": 0.1463167667388916,
563
- "kl": 0.006369590759277344,
564
- "learning_rate": 7.137572216335694e-07,
565
- "loss": -0.0141,
566
- "num_tokens": 5294992.0,
567
- "reward": 0.3671875,
568
- "reward_std": 0.022097086533904076,
569
- "rewards/code_format_reward": 0.3671875,
570
  "step": 40
571
  },
572
  {
573
  "clip_ratio": 0.0,
574
- "completion_length": 509.125,
575
  "epoch": 0.6890756302521008,
576
- "grad_norm": 0.26510393619537354,
577
- "kl": 0.0092620849609375,
578
- "learning_rate": 7.000985942428693e-07,
579
- "loss": -0.0208,
580
- "num_tokens": 5417744.0,
581
- "reward": 0.6015625,
582
- "reward_std": 0.051028965041041374,
583
- "rewards/code_format_reward": 0.6015625,
584
  "step": 41
585
  },
586
  {
587
  "clip_ratio": 0.0,
588
- "completion_length": 408.5625,
589
  "epoch": 0.7058823529411765,
590
- "grad_norm": 0.21098148822784424,
591
- "kl": 0.011627197265625,
592
- "learning_rate": 6.862825341540778e-07,
593
- "loss": 0.0141,
594
- "num_tokens": 5528912.0,
595
- "reward": 0.6015625,
596
- "reward_std": 0.03234682232141495,
597
- "rewards/code_format_reward": 0.6015625,
598
  "step": 42
599
  },
600
  {
601
  "clip_ratio": 0.0,
602
- "completion_length": 544.2578125,
603
  "epoch": 0.7226890756302521,
604
- "grad_norm": 0.2268461138010025,
605
- "kl": 0.00897979736328125,
606
- "learning_rate": 6.723235325063543e-07,
607
- "loss": -0.0046,
608
- "num_tokens": 5657177.0,
609
- "reward": 0.4921875,
610
- "reward_std": 0.022097086533904076,
611
- "rewards/code_format_reward": 0.4921875,
612
  "step": 43
613
  },
614
  {
615
  "clip_ratio": 0.0,
616
- "completion_length": 474.453125,
617
  "epoch": 0.7394957983193278,
618
- "grad_norm": 0.012474104762077332,
619
- "kl": 0.00955963134765625,
620
- "learning_rate": 6.582362303648142e-07,
621
- "loss": 0.0001,
622
- "num_tokens": 5780899.0,
623
- "reward": 0.625,
624
  "reward_std": 0.0,
625
- "rewards/code_format_reward": 0.625,
626
  "step": 44
627
  },
628
  {
629
  "clip_ratio": 0.0,
630
- "completion_length": 563.0078125,
631
  "epoch": 0.7563025210084033,
632
- "grad_norm": 0.3377431333065033,
633
- "kl": 0.00730133056640625,
634
- "learning_rate": 6.440354033640738e-07,
635
- "loss": 0.0134,
636
- "num_tokens": 5912020.0,
637
- "reward": 0.4765625,
638
- "reward_std": 0.051028965041041374,
639
- "rewards/code_format_reward": 0.4765625,
640
  "step": 45
641
  },
642
  {
643
  "clip_ratio": 0.0,
644
- "completion_length": 476.9609375,
645
  "epoch": 0.773109243697479,
646
- "grad_norm": 0.0116049125790596,
647
- "kl": 0.0107574462890625,
648
- "learning_rate": 6.297359462106502e-07,
649
- "loss": 0.0001,
650
- "num_tokens": 6029263.0,
651
- "reward": 0.625,
652
  "reward_std": 0.0,
653
- "rewards/code_format_reward": 0.625,
654
  "step": 46
655
  },
656
  {
657
  "clip_ratio": 0.0,
658
- "completion_length": 536.6484375,
659
  "epoch": 0.7899159663865546,
660
- "grad_norm": 0.26681584119796753,
661
- "kl": 0.006664276123046875,
662
- "learning_rate": 6.153528570604707e-07,
663
- "loss": 0.0023,
664
- "num_tokens": 6159890.0,
665
- "reward": 0.359375,
666
- "reward_std": 0.04419417306780815,
667
- "rewards/code_format_reward": 0.359375,
668
- "step": 47
669
- },
670
- {
671
- "clip_ratio": 0.0,
672
- "completion_length": 558.078125,
673
- "epoch": 0.8067226890756303,
674
- "grad_norm": 0.3406285345554352,
675
- "kl": 0.007928848266601562,
676
- "learning_rate": 6.00901221787878e-07,
677
- "loss": -0.024,
678
- "num_tokens": 6292572.0,
679
- "reward": 0.421875,
680
- "reward_std": 0.04419417306780815,
681
- "rewards/code_format_reward": 0.421875,
682
- "step": 48
683
- },
684
- {
685
- "clip_ratio": 0.0,
686
- "completion_length": 543.0625,
687
- "epoch": 0.8235294117647058,
688
- "grad_norm": 0.2923266887664795,
689
- "kl": 0.009540557861328125,
690
- "learning_rate": 5.86396198162632e-07,
691
- "loss": -0.011,
692
- "num_tokens": 6423868.0,
693
- "reward": 0.421875,
694
- "reward_std": 0.04419417306780815,
695
- "rewards/code_format_reward": 0.421875,
696
- "step": 49
697
- },
698
- {
699
- "clip_ratio": 0.0,
700
- "completion_length": 571.78125,
701
- "epoch": 0.8403361344537815,
702
- "grad_norm": 0.3251660466194153,
703
- "kl": 0.00586700439453125,
704
- "learning_rate": 5.718529999515017e-07,
705
- "loss": 0.0111,
706
- "num_tokens": 6556552.0,
707
- "reward": 0.3046875,
708
- "reward_std": 0.022097086533904076,
709
- "rewards/code_format_reward": 0.3046875,
710
- "step": 50
711
- },
712
- {
713
- "clip_ratio": 0.0,
714
- "completion_length": 581.1640625,
715
- "epoch": 0.8571428571428571,
716
- "grad_norm": 0.17117629945278168,
717
- "kl": 0.007695198059082031,
718
- "learning_rate": 5.572868809611257e-07,
719
- "loss": -0.019,
720
- "num_tokens": 6694565.0,
721
- "reward": 0.296875,
722
- "reward_std": 0.0289318785071373,
723
- "rewards/code_format_reward": 0.296875,
724
- "step": 51
725
- },
726
- {
727
- "clip_ratio": 0.0,
728
- "completion_length": 507.4453125,
729
- "epoch": 0.8739495798319328,
730
- "grad_norm": 0.2713668644428253,
731
- "kl": 0.00688934326171875,
732
- "learning_rate": 5.427131190388743e-07,
733
- "loss": 0.0161,
734
- "num_tokens": 6817558.0,
735
- "reward": 0.4921875,
736
- "reward_std": 0.0657544732093811,
737
- "rewards/code_format_reward": 0.4921875,
738
- "step": 52
739
- },
740
- {
741
- "clip_ratio": 0.0,
742
- "completion_length": 524.703125,
743
- "epoch": 0.8907563025210085,
744
- "grad_norm": 0.2056041955947876,
745
- "kl": 0.012969970703125,
746
- "learning_rate": 5.281470000484985e-07,
747
- "loss": 0.0066,
748
- "num_tokens": 6943264.0,
749
- "reward": 0.4296875,
750
- "reward_std": 0.022097086533904076,
751
- "rewards/code_format_reward": 0.4296875,
752
- "step": 53
753
- },
754
- {
755
- "clip_ratio": 0.0,
756
- "completion_length": 549.6875,
757
- "epoch": 0.907563025210084,
758
- "grad_norm": 0.23319439589977264,
759
- "kl": 0.007537841796875,
760
- "learning_rate": 5.136038018373682e-07,
761
- "loss": 0.0105,
762
- "num_tokens": 7073792.0,
763
- "reward": 0.4296875,
764
- "reward_std": 0.022097086533904076,
765
- "rewards/code_format_reward": 0.4296875,
766
- "step": 54
767
- },
768
- {
769
- "clip_ratio": 0.0,
770
- "completion_length": 529.8125,
771
- "epoch": 0.9243697478991597,
772
- "grad_norm": 0.19098737835884094,
773
- "kl": 0.00901031494140625,
774
- "learning_rate": 4.990987782121221e-07,
775
- "loss": -0.0105,
776
- "num_tokens": 7201304.0,
777
- "reward": 0.3671875,
778
- "reward_std": 0.022097086533904076,
779
- "rewards/code_format_reward": 0.3671875,
780
- "step": 55
781
- },
782
- {
783
- "clip_ratio": 0.0,
784
- "completion_length": 526.3515625,
785
- "epoch": 0.9411764705882353,
786
- "grad_norm": 0.019878050312399864,
787
- "kl": 0.00701141357421875,
788
- "learning_rate": 4.846471429395295e-07,
789
- "loss": 0.0001,
790
- "num_tokens": 7331461.0,
791
- "reward": 0.375,
792
- "reward_std": 0.0,
793
- "rewards/code_format_reward": 0.375,
794
- "step": 56
795
- },
796
- {
797
- "clip_ratio": 0.0,
798
- "completion_length": 486.59375,
799
- "epoch": 0.957983193277311,
800
- "grad_norm": 0.010634235106408596,
801
- "kl": 0.0092620849609375,
802
- "learning_rate": 4.7026405378934975e-07,
803
- "loss": 0.0001,
804
- "num_tokens": 7452657.0,
805
- "reward": 0.5625,
806
- "reward_std": 0.0,
807
- "rewards/code_format_reward": 0.5625,
808
- "step": 57
809
- },
810
- {
811
- "clip_ratio": 0.0,
812
- "completion_length": 413.234375,
813
- "epoch": 0.9747899159663865,
814
- "grad_norm": 0.210678830742836,
815
- "kl": 0.011688232421875,
816
- "learning_rate": 4.5596459663592625e-07,
817
- "loss": 0.0237,
818
- "num_tokens": 7560991.0,
819
- "reward": 0.6171875,
820
- "reward_std": 0.022097086533904076,
821
- "rewards/code_format_reward": 0.6171875,
822
- "step": 58
823
- },
824
- {
825
- "clip_ratio": 0.0,
826
- "completion_length": 552.8452529907227,
827
- "epoch": 0.9915966386554622,
828
- "grad_norm": 0.3087288439273834,
829
- "kl": 0.00782012939453125,
830
- "learning_rate": 4.41763769635186e-07,
831
- "loss": -0.0165,
832
- "num_tokens": 7690230.0,
833
- "reward": 0.4140625,
834
- "reward_std": 0.06629125960171223,
835
- "rewards/code_format_reward": 0.4140625,
836
- "step": 59
837
- },
838
- {
839
- "clip_ratio": 0.0,
840
- "completion_length": 571.84375,
841
- "epoch": 1.0168067226890756,
842
- "grad_norm": 0.2766449451446533,
843
- "kl": 0.009830474853515625,
844
- "learning_rate": 4.2767646749364574e-07,
845
- "loss": 0.0012,
846
- "num_tokens": 7825994.0,
847
- "reward": 0.359375,
848
- "reward_std": 0.04419417306780815,
849
- "rewards/code_format_reward": 0.359375,
850
- "step": 60
851
- },
852
- {
853
- "clip_ratio": 0.0,
854
- "completion_length": 549.734375,
855
- "epoch": 1.0336134453781514,
856
- "grad_norm": 0.008657719939947128,
857
- "kl": 0.00926971435546875,
858
- "learning_rate": 4.1371746584592227e-07,
859
- "loss": 0.0001,
860
- "num_tokens": 7954624.0,
861
- "reward": 0.4375,
862
- "reward_std": 0.0,
863
- "rewards/code_format_reward": 0.4375,
864
- "step": 61
865
- },
866
- {
867
- "clip_ratio": 0.0,
868
- "completion_length": 607.4296875,
869
- "epoch": 1.050420168067227,
870
- "grad_norm": 0.00941454991698265,
871
- "kl": 0.00757598876953125,
872
- "learning_rate": 3.999014057571308e-07,
873
- "loss": 0.0001,
874
- "num_tokens": 8095783.0,
875
- "reward": 0.3125,
876
- "reward_std": 0.0,
877
- "rewards/code_format_reward": 0.3125,
878
- "step": 62
879
- },
880
- {
881
- "clip_ratio": 0.0,
882
- "completion_length": 466.0625,
883
- "epoch": 1.0672268907563025,
884
- "grad_norm": 0.2536774277687073,
885
- "kl": 0.0111541748046875,
886
- "learning_rate": 3.862427783664306e-07,
887
- "loss": -0.0146,
888
- "num_tokens": 8209831.0,
889
- "reward": 0.609375,
890
- "reward_std": 0.04419417306780815,
891
- "rewards/code_format_reward": 0.609375,
892
- "step": 63
893
- },
894
- {
895
- "clip_ratio": 0.0,
896
- "completion_length": 585.3203125,
897
- "epoch": 1.084033613445378,
898
- "grad_norm": 0.20105506479740143,
899
- "kl": 0.004669189453125,
900
- "learning_rate": 3.7275590968782087e-07,
901
- "loss": 0.0095,
902
- "num_tokens": 8347160.0,
903
- "reward": 0.2421875,
904
- "reward_std": 0.022097086533904076,
905
- "rewards/code_format_reward": 0.2421875,
906
- "step": 64
907
- },
908
- {
909
- "clip_ratio": 0.0,
910
- "completion_length": 493.7578125,
911
- "epoch": 1.1008403361344539,
912
- "grad_norm": 0.010381446219980717,
913
- "kl": 0.00858306884765625,
914
- "learning_rate": 3.594549455841296e-07,
915
- "loss": 0.0001,
916
- "num_tokens": 8471065.0,
917
- "reward": 0.5,
918
- "reward_std": 0.0,
919
- "rewards/code_format_reward": 0.5,
920
- "step": 65
921
- },
922
- {
923
- "clip_ratio": 0.0,
924
- "completion_length": 487.8125,
925
- "epoch": 1.1176470588235294,
926
- "grad_norm": 0.21298491954803467,
927
- "kl": 0.007595062255859375,
928
- "learning_rate": 3.4635383692995755e-07,
929
- "loss": 0.011,
930
- "num_tokens": 8591161.0,
931
- "reward": 0.4296875,
932
- "reward_std": 0.022097086533904076,
933
- "rewards/code_format_reward": 0.4296875,
934
- "step": 66
935
- },
936
- {
937
- "clip_ratio": 0.0,
938
- "completion_length": 570.90625,
939
- "epoch": 1.134453781512605,
940
- "grad_norm": 0.005000706762075424,
941
- "kl": 0.005382537841796875,
942
- "learning_rate": 3.3346632497913773e-07,
943
- "loss": 0.0001,
944
- "num_tokens": 8723157.0,
945
- "reward": 0.25,
946
- "reward_std": 0.0,
947
- "rewards/code_format_reward": 0.25,
948
- "step": 67
949
- },
950
- {
951
- "clip_ratio": 0.0,
952
- "completion_length": 406.5625,
953
- "epoch": 1.1512605042016806,
954
- "grad_norm": 0.2167414426803589,
955
- "kl": 0.011280059814453125,
956
- "learning_rate": 3.208059269520568e-07,
957
- "loss": 0.0024,
958
- "num_tokens": 8834893.0,
959
- "reward": 0.5546875,
960
- "reward_std": 0.022097086533904076,
961
- "rewards/code_format_reward": 0.5546875,
962
- "step": 68
963
- },
964
- {
965
- "clip_ratio": 0.0,
966
- "completion_length": 519.734375,
967
- "epoch": 1.1680672268907564,
968
- "grad_norm": 0.22041496634483337,
969
- "kl": 0.011386871337890625,
970
- "learning_rate": 3.083859218579573e-07,
971
- "loss": 0.0064,
972
- "num_tokens": 8962931.0,
973
- "reward": 0.4765625,
974
- "reward_std": 0.03234682232141495,
975
- "rewards/code_format_reward": 0.4765625,
976
- "step": 69
977
- },
978
- {
979
- "clip_ratio": 0.0,
980
- "completion_length": 552.875,
981
- "epoch": 1.184873949579832,
982
- "grad_norm": 0.008582229726016521,
983
- "kl": 0.0049285888671875,
984
- "learning_rate": 2.9621933656709207e-07,
985
  "loss": 0.0,
986
- "num_tokens": 9094475.0,
987
- "reward": 0.25,
988
  "reward_std": 0.0,
989
- "rewards/code_format_reward": 0.25,
990
- "step": 70
991
- },
992
- {
993
- "clip_ratio": 0.0,
994
- "completion_length": 505.3203125,
995
- "epoch": 1.2016806722689075,
996
- "grad_norm": 0.22665004432201385,
997
- "kl": 0.00914764404296875,
998
- "learning_rate": 2.843189321473349e-07,
999
- "loss": -0.0036,
1000
- "num_tokens": 9220108.0,
1001
- "reward": 0.4921875,
1002
- "reward_std": 0.022097086533904076,
1003
- "rewards/code_format_reward": 0.4921875,
1004
- "step": 71
1005
  },
1006
  {
1007
  "clip_ratio": 0.0,
1008
- "completion_length": 603.0859375,
1009
- "epoch": 1.2184873949579833,
1010
- "grad_norm": 0.007497387006878853,
1011
- "kl": 0.004810333251953125,
1012
- "learning_rate": 2.7269719047958267e-07,
1013
  "loss": 0.0,
1014
- "num_tokens": 9360135.0,
1015
- "reward": 0.25,
1016
- "reward_std": 0.0,
1017
- "rewards/code_format_reward": 0.25,
1018
- "step": 72
1019
- },
1020
- {
1021
- "clip_ratio": 0.0,
1022
- "completion_length": 546.234375,
1023
- "epoch": 1.2352941176470589,
1024
- "grad_norm": 0.007375677116215229,
1025
- "kl": 0.005222320556640625,
1026
- "learning_rate": 2.613663011659871e-07,
1027
- "loss": 0.0001,
1028
- "num_tokens": 9490949.0,
1029
- "reward": 0.3125,
1030
- "reward_std": 0.0,
1031
- "rewards/code_format_reward": 0.3125,
1032
- "step": 73
1033
- },
1034
- {
1035
- "clip_ratio": 0.0,
1036
- "completion_length": 489.0859375,
1037
- "epoch": 1.2521008403361344,
1038
- "grad_norm": 0.24114979803562164,
1039
- "kl": 0.0102996826171875,
1040
- "learning_rate": 2.5033814874474356e-07,
1041
- "loss": 0.0336,
1042
- "num_tokens": 9614784.0,
1043
- "reward": 0.5546875,
1044
- "reward_std": 0.022097086533904076,
1045
- "rewards/code_format_reward": 0.5546875,
1046
- "step": 74
1047
- },
1048
- {
1049
- "clip_ratio": 0.0,
1050
- "completion_length": 477.3828125,
1051
- "epoch": 1.26890756302521,
1052
- "grad_norm": 0.013432592153549194,
1053
- "kl": 0.01093292236328125,
1054
- "learning_rate": 2.3962430022485305e-07,
1055
- "loss": 0.0001,
1056
- "num_tokens": 9735377.0,
1057
- "reward": 0.625,
1058
- "reward_std": 0.0,
1059
- "rewards/code_format_reward": 0.625,
1060
- "step": 75
1061
- },
1062
- {
1063
- "clip_ratio": 0.0,
1064
- "completion_length": 555.890625,
1065
- "epoch": 1.2857142857142856,
1066
- "grad_norm": 0.013460615649819374,
1067
- "kl": 0.0073699951171875,
1068
- "learning_rate": 2.2923599295392694e-07,
1069
- "loss": 0.0001,
1070
- "num_tokens": 9867139.0,
1071
- "reward": 0.4375,
1072
- "reward_std": 0.0,
1073
- "rewards/code_format_reward": 0.4375,
1074
- "step": 76
1075
- },
1076
- {
1077
- "clip_ratio": 0.0,
1078
- "completion_length": 409.7734375,
1079
- "epoch": 1.3025210084033614,
1080
- "grad_norm": 0.3048118054866791,
1081
- "kl": 0.0102081298828125,
1082
- "learning_rate": 2.1918412283175994e-07,
1083
- "loss": -0.003,
1084
- "num_tokens": 9980222.0,
1085
- "reward": 0.671875,
1086
- "reward_std": 0.04419417306780815,
1087
- "rewards/code_format_reward": 0.671875,
1088
- "step": 77
1089
- },
1090
- {
1091
- "clip_ratio": 0.0,
1092
- "completion_length": 542.71875,
1093
- "epoch": 1.319327731092437,
1094
- "grad_norm": 0.2550560235977173,
1095
- "kl": 0.007965087890625,
1096
- "learning_rate": 2.0947923288203713e-07,
1097
- "loss": 0.0955,
1098
- "num_tokens": 10107666.0,
1099
- "reward": 0.484375,
1100
- "reward_std": 0.04419417306780815,
1101
- "rewards/code_format_reward": 0.484375,
1102
- "step": 78
1103
- },
1104
- {
1105
- "clip_ratio": 0.0,
1106
- "completion_length": 517.8125,
1107
- "epoch": 1.3361344537815127,
1108
- "grad_norm": 0.2195437252521515,
1109
- "kl": 0.00948333740234375,
1110
- "learning_rate": 2.0013150219415793e-07,
1111
- "loss": -0.0028,
1112
- "num_tokens": 10232114.0,
1113
- "reward": 0.46875,
1114
- "reward_std": 0.033407654613256454,
1115
- "rewards/code_format_reward": 0.46875,
1116
- "step": 79
1117
- },
1118
- {
1119
- "clip_ratio": 0.0,
1120
- "completion_length": 521.390625,
1121
- "epoch": 1.3529411764705883,
1122
- "grad_norm": 0.008532202802598476,
1123
- "kl": 0.006832122802734375,
1124
- "learning_rate": 1.9115073524677572e-07,
1125
- "loss": 0.0001,
1126
- "num_tokens": 10357436.0,
1127
- "reward": 0.4375,
1128
- "reward_std": 0.0,
1129
- "rewards/code_format_reward": 0.4375,
1130
- "step": 80
1131
- },
1132
- {
1133
- "clip_ratio": 0.0,
1134
- "completion_length": 485.96875,
1135
- "epoch": 1.3697478991596639,
1136
- "grad_norm": 0.011241392232477665,
1137
- "kl": 0.00920867919921875,
1138
- "learning_rate": 1.8254635162425503e-07,
1139
- "loss": 0.0001,
1140
- "num_tokens": 10481120.0,
1141
- "reward": 0.625,
1142
- "reward_std": 0.0,
1143
- "rewards/code_format_reward": 0.625,
1144
- "step": 81
1145
- },
1146
- {
1147
- "clip_ratio": 0.0,
1148
- "completion_length": 485.390625,
1149
- "epoch": 1.3865546218487395,
1150
- "grad_norm": 0.2583635151386261,
1151
- "kl": 0.01049041748046875,
1152
- "learning_rate": 1.7432737613682807e-07,
1153
- "loss": 0.007,
1154
- "num_tokens": 10603258.0,
1155
- "reward": 0.5546875,
1156
- "reward_std": 0.022097086533904076,
1157
- "rewards/code_format_reward": 0.5546875,
1158
- "step": 82
1159
- },
1160
- {
1161
- "clip_ratio": 0.0,
1162
- "completion_length": 583.484375,
1163
- "epoch": 1.403361344537815,
1164
- "grad_norm": 0.007445089519023895,
1165
- "kl": 0.00675201416015625,
1166
- "learning_rate": 1.6650242935481388e-07,
1167
- "loss": 0.0001,
1168
- "num_tokens": 10736448.0,
1169
- "reward": 0.375,
1170
- "reward_std": 0.0,
1171
- "rewards/code_format_reward": 0.375,
1172
- "step": 83
1173
- },
1174
- {
1175
- "clip_ratio": 0.0,
1176
- "completion_length": 565.8515625,
1177
- "epoch": 1.4201680672268908,
1178
- "grad_norm": 0.012575228698551655,
1179
- "kl": 0.006989479064941406,
1180
- "learning_rate": 1.59079718566832e-07,
1181
- "loss": 0.0001,
1182
- "num_tokens": 10867749.0,
1183
- "reward": 0.375,
1184
- "reward_std": 0.0,
1185
- "rewards/code_format_reward": 0.375,
1186
- "step": 84
1187
- },
1188
- {
1189
- "clip_ratio": 0.0,
1190
- "completion_length": 466.5,
1191
- "epoch": 1.4369747899159664,
1192
- "grad_norm": 0.22415108978748322,
1193
- "kl": 0.0146026611328125,
1194
- "learning_rate": 1.5206702917148945e-07,
1195
- "loss": 0.0055,
1196
- "num_tokens": 10988109.0,
1197
- "reward": 0.6171875,
1198
- "reward_std": 0.022097086533904076,
1199
- "rewards/code_format_reward": 0.6171875,
1200
- "step": 85
1201
- },
1202
- {
1203
- "clip_ratio": 0.0,
1204
- "completion_length": 425.671875,
1205
- "epoch": 1.453781512605042,
1206
- "grad_norm": 0.012631588615477085,
1207
- "kl": 0.00989532470703125,
1208
- "learning_rate": 1.4547171651157214e-07,
1209
- "loss": 0.0001,
1210
- "num_tokens": 11100171.0,
1211
- "reward": 0.5625,
1212
- "reward_std": 0.0,
1213
- "rewards/code_format_reward": 0.5625,
1214
- "step": 86
1215
- },
1216
- {
1217
- "clip_ratio": 0.0,
1218
- "completion_length": 484.8125,
1219
- "epoch": 1.4705882352941178,
1220
- "grad_norm": 0.19023600220680237,
1221
- "kl": 0.01287078857421875,
1222
- "learning_rate": 1.3930069815930697e-07,
1223
- "loss": -0.0073,
1224
- "num_tokens": 11218611.0,
1225
- "reward": 0.5546875,
1226
- "reward_std": 0.022097086533904076,
1227
- "rewards/code_format_reward": 0.5546875,
1228
- "step": 87
1229
- },
1230
- {
1231
- "clip_ratio": 0.0,
1232
- "completion_length": 542.421875,
1233
- "epoch": 1.4873949579831933,
1234
- "grad_norm": 0.18787921965122223,
1235
- "kl": 0.005619049072265625,
1236
- "learning_rate": 1.3356044666078315e-07,
1237
- "loss": -0.0035,
1238
- "num_tokens": 11349593.0,
1239
- "reward": 0.2421875,
1240
- "reward_std": 0.022097086533904076,
1241
- "rewards/code_format_reward": 0.2421875,
1242
- "step": 88
1243
- },
1244
- {
1245
- "clip_ratio": 0.0,
1246
- "completion_length": 414.28125,
1247
- "epoch": 1.504201680672269,
1248
- "grad_norm": 0.2461971491575241,
1249
- "kl": 0.01172637939453125,
1250
- "learning_rate": 1.2825698274714542e-07,
1251
- "loss": 0.0123,
1252
- "num_tokens": 11459157.0,
1253
- "reward": 0.7421875,
1254
- "reward_std": 0.022097086533904076,
1255
- "rewards/code_format_reward": 0.7421875,
1256
- "step": 89
1257
- },
1258
- {
1259
- "clip_ratio": 0.0,
1260
- "completion_length": 535.8671875,
1261
- "epoch": 1.5210084033613445,
1262
- "grad_norm": 0.009749805554747581,
1263
- "kl": 0.0081024169921875,
1264
- "learning_rate": 1.233958690196783e-07,
1265
- "loss": 0.0001,
1266
- "num_tokens": 11587884.0,
1267
- "reward": 0.4375,
1268
- "reward_std": 0.0,
1269
- "rewards/code_format_reward": 0.4375,
1270
- "step": 90
1271
- },
1272
- {
1273
- "clip_ratio": 0.0,
1274
- "completion_length": 599.015625,
1275
- "epoch": 1.53781512605042,
1276
- "grad_norm": 0.0069138724356889725,
1277
- "kl": 0.00567626953125,
1278
- "learning_rate": 1.1898220411540583e-07,
1279
- "loss": 0.0001,
1280
- "num_tokens": 11723398.0,
1281
- "reward": 0.375,
1282
- "reward_std": 0.0,
1283
- "rewards/code_format_reward": 0.375,
1284
- "step": 91
1285
- },
1286
- {
1287
- "clip_ratio": 0.0,
1288
- "completion_length": 516.984375,
1289
- "epoch": 1.5546218487394958,
1290
- "grad_norm": 0.26793172955513,
1291
- "kl": 0.00763702392578125,
1292
- "learning_rate": 1.1502061735932499e-07,
1293
- "loss": -0.0202,
1294
- "num_tokens": 11850164.0,
1295
- "reward": 0.359375,
1296
- "reward_std": 0.04419417306780815,
1297
- "rewards/code_format_reward": 0.359375,
1298
- "step": 92
1299
- },
1300
- {
1301
- "clip_ratio": 0.0,
1302
- "completion_length": 506.890625,
1303
- "epoch": 1.5714285714285714,
1304
- "grad_norm": 0.010911713354289532,
1305
- "kl": 0.00727081298828125,
1306
- "learning_rate": 1.115152639088833e-07,
1307
- "loss": 0.0001,
1308
- "num_tokens": 11975358.0,
1309
- "reward": 0.5,
1310
  "reward_std": 0.0,
1311
- "rewards/code_format_reward": 0.5,
1312
- "step": 93
1313
  },
1314
  {
1315
  "clip_ratio": 0.0,
1316
- "completion_length": 569.6796875,
1317
- "epoch": 1.5882352941176472,
1318
- "grad_norm": 0.00520605593919754,
1319
- "kl": 0.0041522979736328125,
1320
- "learning_rate": 1.0846982039579242e-07,
1321
  "loss": 0.0,
1322
- "num_tokens": 12111517.0,
1323
- "reward": 0.3125,
1324
- "reward_std": 0.0,
1325
- "rewards/code_format_reward": 0.3125,
1326
- "step": 94
1327
- },
1328
- {
1329
- "clip_ratio": 0.0,
1330
- "completion_length": 391.6796875,
1331
- "epoch": 1.6050420168067228,
1332
- "grad_norm": 0.014589727856218815,
1333
- "kl": 0.0121002197265625,
1334
- "learning_rate": 1.0588748106974918e-07,
1335
- "loss": 0.0001,
1336
- "num_tokens": 12219404.0,
1337
- "reward": 0.625,
1338
- "reward_std": 0.0,
1339
- "rewards/code_format_reward": 0.625,
1340
- "step": 95
1341
- },
1342
- {
1343
- "clip_ratio": 0.0,
1344
- "completion_length": 583.4453125,
1345
- "epoch": 1.6218487394957983,
1346
- "grad_norm": 0.010287419892847538,
1347
- "kl": 0.0075836181640625,
1348
- "learning_rate": 1.0377095444810871e-07,
1349
- "loss": 0.0001,
1350
- "num_tokens": 12354245.0,
1351
- "reward": 0.4375,
1352
- "reward_std": 0.0,
1353
- "rewards/code_format_reward": 0.4375,
1354
- "step": 96
1355
- },
1356
- {
1357
- "clip_ratio": 0.0,
1358
- "completion_length": 551.484375,
1359
- "epoch": 1.638655462184874,
1360
- "grad_norm": 0.21819841861724854,
1361
- "kl": 0.00997161865234375,
1362
- "learning_rate": 1.0212246047502372e-07,
1363
- "loss": -0.0046,
1364
- "num_tokens": 12482835.0,
1365
- "reward": 0.4296875,
1366
- "reward_std": 0.022097086533904076,
1367
- "rewards/code_format_reward": 0.4296875,
1368
- "step": 97
1369
- },
1370
- {
1371
- "clip_ratio": 0.0,
1372
- "completion_length": 486.953125,
1373
- "epoch": 1.6554621848739495,
1374
- "grad_norm": 0.011982027441263199,
1375
- "kl": 0.0090484619140625,
1376
- "learning_rate": 1.0094372819302977e-07,
1377
- "loss": 0.0001,
1378
- "num_tokens": 12605909.0,
1379
- "reward": 0.5625,
1380
- "reward_std": 0.0,
1381
- "rewards/code_format_reward": 0.5625,
1382
- "step": 98
1383
- },
1384
- {
1385
- "clip_ratio": 0.0,
1386
- "completion_length": 516.625,
1387
- "epoch": 1.6722689075630253,
1388
- "grad_norm": 0.008852253668010235,
1389
- "kl": 0.00608062744140625,
1390
- "learning_rate": 1.0023599392951829e-07,
1391
- "loss": 0.0001,
1392
- "num_tokens": 12732141.0,
1393
- "reward": 0.3125,
1394
  "reward_std": 0.0,
1395
- "rewards/code_format_reward": 0.3125,
1396
- "step": 99
1397
  },
1398
  {
1399
  "clip_ratio": 0.0,
1400
- "completion_length": 505.9921875,
1401
- "epoch": 1.6890756302521008,
1402
- "grad_norm": 0.016563883051276207,
1403
- "kl": 0.0088958740234375,
1404
  "learning_rate": 1e-07,
1405
- "loss": 0.0001,
1406
- "num_tokens": 12854748.0,
1407
- "reward": 0.5,
1408
  "reward_std": 0.0,
1409
- "rewards/code_format_reward": 0.5,
1410
- "step": 100
1411
  },
1412
  {
1413
- "epoch": 1.6890756302521008,
1414
- "step": 100,
1415
  "total_flos": 0.0,
1416
- "train_loss": 0.003220523014695118,
1417
- "train_runtime": 15510.0274,
1418
- "train_samples_per_second": 0.825,
1419
- "train_steps_per_second": 0.006
1420
  }
1421
  ],
1422
  "logging_steps": 1,
1423
- "max_steps": 100,
1424
  "num_input_tokens_seen": 0,
1425
- "num_train_epochs": 2,
1426
  "save_steps": 50,
1427
  "stateful_callbacks": {
1428
  "TrainerControl": {
 
2
  "best_global_step": null,
3
  "best_metric": null,
4
  "best_model_checkpoint": null,
5
+ "epoch": 0.8403361344537815,
6
  "eval_steps": 500,
7
+ "global_step": 50,
8
  "is_hyper_param_search": false,
9
  "is_local_process_zero": true,
10
  "is_world_process_zero": true,
11
  "log_history": [
12
  {
13
  "clip_ratio": 0.0,
14
+ "completion_length": 1599.671875,
15
  "epoch": 0.01680672268907563,
16
+ "grad_norm": 0.0,
17
  "kl": 0.0,
18
+ "learning_rate": 5e-07,
19
+ "loss": 0.0,
20
+ "num_tokens": 266094.0,
21
+ "reward": 0.0,
22
+ "reward_std": 0.0,
23
+ "rewards/format_reward": 0.0,
24
  "step": 1
25
  },
26
  {
27
  "clip_ratio": 0.0,
28
+ "completion_length": 1544.015625,
29
  "epoch": 0.03361344537815126,
30
+ "grad_norm": 0.0,
31
  "kl": 0.0,
32
+ "learning_rate": 1e-06,
33
+ "loss": 0.0,
34
+ "num_tokens": 523136.0,
35
+ "reward": 0.0,
36
+ "reward_std": 0.0,
37
+ "rewards/format_reward": 0.0,
38
  "step": 2
39
  },
40
  {
41
  "clip_ratio": 0.0,
42
+ "completion_length": 1510.03125,
43
  "epoch": 0.05042016806722689,
44
+ "grad_norm": 0.0,
45
+ "kl": 0.0,
46
+ "learning_rate": 9.990365154573716e-07,
47
+ "loss": 0.0,
48
+ "num_tokens": 778148.0,
49
+ "reward": 0.0,
50
+ "reward_std": 0.0,
51
+ "rewards/format_reward": 0.0,
52
  "step": 3
53
  },
54
  {
55
  "clip_ratio": 0.0,
56
+ "completion_length": 1525.9296875,
57
  "epoch": 0.06722689075630252,
58
+ "grad_norm": 0.0,
59
+ "kl": 0.0,
60
+ "learning_rate": 9.961501876182148e-07,
61
  "loss": 0.0,
62
+ "num_tokens": 1032547.0,
63
  "reward": 0.0,
64
  "reward_std": 0.0,
65
+ "rewards/format_reward": 0.0,
66
  "step": 4
67
  },
68
  {
69
  "clip_ratio": 0.0,
70
+ "completion_length": 1469.1953125,
71
  "epoch": 0.08403361344537816,
72
+ "grad_norm": 0.0,
73
+ "kl": 0.0,
74
+ "learning_rate": 9.913533761814537e-07,
75
+ "loss": 0.0,
76
+ "num_tokens": 1278956.0,
77
+ "reward": 0.0,
78
+ "reward_std": 0.0,
79
+ "rewards/format_reward": 0.0,
80
  "step": 5
81
  },
82
  {
83
  "clip_ratio": 0.0,
84
+ "completion_length": 1516.4375,
85
  "epoch": 0.10084033613445378,
86
+ "grad_norm": 0.0,
87
+ "kl": 0.0,
88
+ "learning_rate": 9.846666218300807e-07,
89
  "loss": 0.0,
90
+ "num_tokens": 1532156.0,
91
  "reward": 0.0,
92
  "reward_std": 0.0,
93
+ "rewards/format_reward": 0.0,
94
  "step": 6
95
  },
96
  {
97
  "clip_ratio": 0.0,
98
+ "completion_length": 1353.75,
99
  "epoch": 0.11764705882352941,
100
+ "grad_norm": 0.0,
101
+ "kl": 0.0,
102
+ "learning_rate": 9.761185582727976e-07,
103
+ "loss": 0.0,
104
+ "num_tokens": 1760652.0,
105
+ "reward": 0.0,
106
+ "reward_std": 0.0,
107
+ "rewards/format_reward": 0.0,
108
  "step": 7
109
  },
110
  {
111
  "clip_ratio": 0.0,
112
+ "completion_length": 1524.59375,
113
  "epoch": 0.13445378151260504,
114
+ "grad_norm": 0.0,
115
+ "kl": 0.0,
116
+ "learning_rate": 9.657457896300791e-07,
117
  "loss": 0.0,
118
+ "num_tokens": 2017904.0,
119
  "reward": 0.0,
120
  "reward_std": 0.0,
121
+ "rewards/format_reward": 0.0,
122
  "step": 8
123
  },
124
  {
125
  "clip_ratio": 0.0,
126
+ "completion_length": 1266.0703125,
127
  "epoch": 0.15126050420168066,
128
+ "grad_norm": 0.0,
129
+ "kl": 0.0,
130
+ "learning_rate": 9.535927336897097e-07,
131
+ "loss": 0.0,
132
+ "num_tokens": 2233457.0,
133
+ "reward": 0.0,
134
+ "reward_std": 0.0,
135
+ "rewards/format_reward": 0.0,
136
  "step": 9
137
  },
138
  {
139
  "clip_ratio": 0.0,
140
+ "completion_length": 1721.0390625,
141
  "epoch": 0.16806722689075632,
142
+ "grad_norm": 0.0,
143
+ "kl": 0.0,
144
+ "learning_rate": 9.397114317029974e-07,
145
+ "loss": 0.0,
146
+ "num_tokens": 2516198.0,
147
+ "reward": 0.0,
148
+ "reward_std": 0.0,
149
+ "rewards/format_reward": 0.0,
150
  "step": 10
151
  },
152
  {
153
  "clip_ratio": 0.0,
154
+ "completion_length": 1270.0546875,
155
  "epoch": 0.18487394957983194,
156
+ "grad_norm": 0.0,
157
+ "kl": 0.0,
158
+ "learning_rate": 9.241613255361454e-07,
159
+ "loss": 0.0,
160
+ "num_tokens": 2734181.0,
161
+ "reward": 0.0,
162
+ "reward_std": 0.0,
163
+ "rewards/format_reward": 0.0,
164
  "step": 11
165
  },
166
  {
167
  "clip_ratio": 0.0,
168
+ "completion_length": 1756.8515625,
169
  "epoch": 0.20168067226890757,
170
+ "grad_norm": 0.0,
171
+ "kl": 0.0,
172
+ "learning_rate": 9.070090031310558e-07,
173
+ "loss": 0.0,
174
+ "num_tokens": 3022002.0,
175
+ "reward": 0.0,
176
+ "reward_std": 0.0,
177
+ "rewards/format_reward": 0.0,
178
  "step": 12
179
  },
180
  {
181
  "clip_ratio": 0.0,
182
+ "completion_length": 1439.25,
183
  "epoch": 0.2184873949579832,
184
+ "grad_norm": 0.0,
185
+ "kl": 0.0,
186
+ "learning_rate": 8.883279133655398e-07,
187
+ "loss": 0.0,
188
+ "num_tokens": 3265898.0,
189
+ "reward": 0.0,
190
+ "reward_std": 0.0,
191
+ "rewards/format_reward": 0.0,
192
  "step": 13
193
  },
194
  {
195
  "clip_ratio": 0.0,
196
+ "completion_length": 1287.7109375,
197
  "epoch": 0.23529411764705882,
198
+ "grad_norm": 0.0,
199
+ "kl": 0.0,
200
+ "learning_rate": 8.681980515339463e-07,
201
+ "loss": 0.0,
202
+ "num_tokens": 3485349.0,
203
+ "reward": 0.0,
204
+ "reward_std": 0.0,
205
+ "rewards/format_reward": 0.0,
206
  "step": 14
207
  },
208
  {
209
  "clip_ratio": 0.0,
210
+ "completion_length": 1291.4765625,
211
  "epoch": 0.25210084033613445,
212
+ "grad_norm": 0.0,
213
+ "kl": 0.0,
214
+ "learning_rate": 8.46705616795031e-07,
215
+ "loss": 0.0,
216
+ "num_tokens": 3709706.0,
217
+ "reward": 0.0,
218
+ "reward_std": 0.0,
219
+ "rewards/format_reward": 0.0,
220
  "step": 15
221
  },
222
  {
223
  "clip_ratio": 0.0,
224
+ "completion_length": 1431.7890625,
225
  "epoch": 0.2689075630252101,
226
+ "grad_norm": 0.0,
227
+ "kl": 0.0,
228
+ "learning_rate": 8.239426430539243e-07,
229
+ "loss": 0.0,
230
+ "num_tokens": 3949471.0,
231
+ "reward": 0.0,
232
+ "reward_std": 0.0,
233
+ "rewards/format_reward": 0.0,
234
  "step": 16
235
  },
236
  {
237
  "clip_ratio": 0.0,
238
+ "completion_length": 1147.71875,
239
  "epoch": 0.2857142857142857,
240
+ "grad_norm": 0.0,
241
+ "kl": 0.0,
242
+ "learning_rate": 8.00006604858821e-07,
243
+ "loss": 0.0,
244
+ "num_tokens": 4152771.0,
245
+ "reward": 0.0,
246
+ "reward_std": 0.0,
247
+ "rewards/format_reward": 0.0,
248
  "step": 17
249
  },
250
  {
251
  "clip_ratio": 0.0,
252
+ "completion_length": 1743.6484375,
253
  "epoch": 0.3025210084033613,
254
+ "grad_norm": 0.0,
255
+ "kl": 0.0,
256
+ "learning_rate": 7.75e-07,
257
+ "loss": 0.0,
258
+ "num_tokens": 4439918.0,
259
+ "reward": 0.0,
260
+ "reward_std": 0.0,
261
+ "rewards/format_reward": 0.0,
262
  "step": 18
263
  },
264
  {
265
  "clip_ratio": 0.0,
266
+ "completion_length": 1624.828125,
267
  "epoch": 0.31932773109243695,
268
+ "grad_norm": 0.0,
269
+ "kl": 0.0,
270
+ "learning_rate": 7.490299105985506e-07,
271
+ "loss": 0.0,
272
+ "num_tokens": 4708000.0,
273
+ "reward": 0.0,
274
+ "reward_std": 0.0,
275
+ "rewards/format_reward": 0.0,
276
  "step": 19
277
  },
278
  {
279
  "clip_ratio": 0.0,
280
+ "completion_length": 1281.0859375,
281
  "epoch": 0.33613445378151263,
282
+ "grad_norm": 0.0,
283
+ "kl": 0.0,
284
+ "learning_rate": 7.222075445642904e-07,
285
+ "loss": 0.0,
286
+ "num_tokens": 4930731.0,
287
+ "reward": 0.0,
288
+ "reward_std": 0.0,
289
+ "rewards/format_reward": 0.0,
290
  "step": 20
291
  },
292
  {
293
  "clip_ratio": 0.0,
294
+ "completion_length": 1734.984375,
295
  "epoch": 0.35294117647058826,
296
+ "grad_norm": 0.0,
297
+ "kl": 0.0,
298
+ "learning_rate": 6.946477593864227e-07,
299
+ "loss": 0.0,
300
+ "num_tokens": 5215121.0,
301
+ "reward": 0.0,
302
+ "reward_std": 0.0,
303
+ "rewards/format_reward": 0.0,
304
  "step": 21
305
  },
306
  {
307
  "clip_ratio": 0.0,
308
+ "completion_length": 1469.5625,
309
  "epoch": 0.3697478991596639,
310
+ "grad_norm": 0.0,
311
+ "kl": 0.0,
312
+ "learning_rate": 6.664685702961344e-07,
313
+ "loss": 0.0,
314
+ "num_tokens": 5459289.0,
315
+ "reward": 0.0,
316
+ "reward_std": 0.0,
317
+ "rewards/format_reward": 0.0,
318
  "step": 22
319
  },
320
  {
321
  "clip_ratio": 0.0,
322
+ "completion_length": 1616.2734375,
323
  "epoch": 0.3865546218487395,
324
+ "grad_norm": 0.0,
325
+ "kl": 0.0,
326
+ "learning_rate": 6.377906449072577e-07,
327
+ "loss": 0.0,
328
+ "num_tokens": 5727860.0,
329
+ "reward": 0.0,
330
+ "reward_std": 0.0,
331
+ "rewards/format_reward": 0.0,
332
  "step": 23
333
  },
334
  {
335
  "clip_ratio": 0.0,
336
+ "completion_length": 1414.109375,
337
  "epoch": 0.40336134453781514,
338
+ "grad_norm": 0.0,
339
+ "kl": 0.0,
340
+ "learning_rate": 6.087367864990232e-07,
341
+ "loss": 0.0,
342
+ "num_tokens": 5971898.0,
343
+ "reward": 0.0,
344
+ "reward_std": 0.0,
345
+ "rewards/format_reward": 0.0,
346
  "step": 24
347
  },
348
  {
349
  "clip_ratio": 0.0,
350
+ "completion_length": 1353.9296875,
351
  "epoch": 0.42016806722689076,
352
+ "grad_norm": 0.0,
353
+ "kl": 0.0,
354
+ "learning_rate": 5.794314081535644e-07,
355
+ "loss": 0.0,
356
+ "num_tokens": 6203001.0,
357
+ "reward": 0.0,
358
+ "reward_std": 0.0,
359
+ "rewards/format_reward": 0.0,
360
  "step": 25
361
  },
362
  {
363
  "clip_ratio": 0.0,
364
+ "completion_length": 1247.484375,
365
  "epoch": 0.4369747899159664,
366
+ "grad_norm": 0.0,
367
+ "kl": 0.0,
368
+ "learning_rate": 5.5e-07,
369
+ "loss": 0.0,
370
+ "num_tokens": 6419583.0,
371
+ "reward": 0.0,
372
+ "reward_std": 0.0,
373
+ "rewards/format_reward": 0.0,
374
  "step": 26
375
  },
376
  {
377
  "clip_ratio": 0.0,
378
+ "completion_length": 1523.859375,
379
  "epoch": 0.453781512605042,
380
+ "grad_norm": 0.0,
381
+ "kl": 0.0,
382
+ "learning_rate": 5.205685918464355e-07,
383
+ "loss": 0.0,
384
+ "num_tokens": 6674853.0,
385
+ "reward": 0.0,
386
+ "reward_std": 0.0,
387
+ "rewards/format_reward": 0.0,
388
  "step": 27
389
  },
390
  {
391
  "clip_ratio": 0.0,
392
+ "completion_length": 1352.765625,
393
  "epoch": 0.47058823529411764,
394
+ "grad_norm": 0.0,
395
+ "kl": 0.0,
396
+ "learning_rate": 4.912632135009769e-07,
397
+ "loss": 0.0,
398
+ "num_tokens": 6904127.0,
399
+ "reward": 0.0,
400
+ "reward_std": 0.0,
401
+ "rewards/format_reward": 0.0,
402
  "step": 28
403
  },
404
  {
405
  "clip_ratio": 0.0,
406
+ "completion_length": 1583.96875,
407
  "epoch": 0.48739495798319327,
408
+ "grad_norm": 0.0,
409
+ "kl": 0.0,
410
+ "learning_rate": 4.6220935509274227e-07,
411
+ "loss": 0.0,
412
+ "num_tokens": 7167227.0,
413
+ "reward": 0.0,
414
+ "reward_std": 0.0,
415
+ "rewards/format_reward": 0.0,
416
  "step": 29
417
  },
418
  {
419
  "clip_ratio": 0.0,
420
+ "completion_length": 1578.2421875,
421
  "epoch": 0.5042016806722689,
422
+ "grad_norm": 0.0,
423
+ "kl": 0.0,
424
+ "learning_rate": 4.3353142970386557e-07,
425
+ "loss": 0.0,
426
+ "num_tokens": 7432202.0,
427
+ "reward": 0.0,
428
+ "reward_std": 0.0,
429
+ "rewards/format_reward": 0.0,
430
  "step": 30
431
  },
432
  {
433
  "clip_ratio": 0.0,
434
+ "completion_length": 1786.71875,
435
  "epoch": 0.5210084033613446,
436
+ "grad_norm": 0.0,
437
+ "kl": 0.0,
438
+ "learning_rate": 4.053522406135774e-07,
439
+ "loss": 0.0,
440
+ "num_tokens": 7721798.0,
441
+ "reward": 0.0,
442
+ "reward_std": 0.0,
443
+ "rewards/format_reward": 0.0,
444
  "step": 31
445
  },
446
  {
447
  "clip_ratio": 0.0,
448
+ "completion_length": 1568.609375,
449
  "epoch": 0.5378151260504201,
450
+ "grad_norm": 0.0,
451
+ "kl": 0.0,
452
+ "learning_rate": 3.777924554357096e-07,
453
+ "loss": 0.0,
454
+ "num_tokens": 7986012.0,
455
+ "reward": 0.0,
456
+ "reward_std": 0.0,
457
+ "rewards/format_reward": 0.0,
458
  "step": 32
459
  },
460
  {
461
  "clip_ratio": 0.0,
462
+ "completion_length": 1542.75,
463
  "epoch": 0.5546218487394958,
464
+ "grad_norm": 0.0,
465
+ "kl": 0.0,
466
+ "learning_rate": 3.5097008940144955e-07,
467
+ "loss": 0.0,
468
+ "num_tokens": 8244964.0,
469
+ "reward": 0.0,
470
+ "reward_std": 0.0,
471
+ "rewards/format_reward": 0.0,
472
  "step": 33
473
  },
474
  {
475
  "clip_ratio": 0.0,
476
+ "completion_length": 1326.6875,
477
  "epoch": 0.5714285714285714,
478
+ "grad_norm": 0.0,
479
+ "kl": 0.0,
480
+ "learning_rate": 3.250000000000001e-07,
481
+ "loss": 0.0,
482
+ "num_tokens": 8476132.0,
483
+ "reward": 0.0,
484
+ "reward_std": 0.0,
485
+ "rewards/format_reward": 0.0,
486
  "step": 34
487
  },
488
  {
489
  "clip_ratio": 0.0,
490
+ "completion_length": 1582.921875,
491
  "epoch": 0.5882352941176471,
492
+ "grad_norm": 0.0,
493
+ "kl": 0.0,
494
+ "learning_rate": 2.999933951411791e-07,
495
+ "loss": 0.0,
496
+ "num_tokens": 8739482.0,
497
+ "reward": 0.0,
498
+ "reward_std": 0.0,
499
+ "rewards/format_reward": 0.0,
500
  "step": 35
501
  },
502
  {
503
  "clip_ratio": 0.0,
504
+ "completion_length": 1426.2890625,
505
  "epoch": 0.6050420168067226,
506
+ "grad_norm": 0.0,
507
+ "kl": 0.0,
508
+ "learning_rate": 2.760573569460757e-07,
509
+ "loss": 0.0,
510
+ "num_tokens": 8981671.0,
511
+ "reward": 0.0,
512
+ "reward_std": 0.0,
513
+ "rewards/format_reward": 0.0,
514
  "step": 36
515
  },
516
  {
517
  "clip_ratio": 0.0,
518
+ "completion_length": 1474.1796875,
519
  "epoch": 0.6218487394957983,
520
+ "grad_norm": 0.0,
521
+ "kl": 0.0,
522
+ "learning_rate": 2.53294383204969e-07,
523
+ "loss": 0.0,
524
+ "num_tokens": 9227398.0,
525
+ "reward": 0.0,
526
+ "reward_std": 0.0,
527
+ "rewards/format_reward": 0.0,
528
  "step": 37
529
  },
530
  {
531
  "clip_ratio": 0.0,
532
+ "completion_length": 1203.25,
533
  "epoch": 0.6386554621848739,
534
+ "grad_norm": 0.0,
535
+ "kl": 0.0,
536
+ "learning_rate": 2.3180194846605364e-07,
537
+ "loss": 0.0,
538
+ "num_tokens": 9436654.0,
539
+ "reward": 0.0,
540
  "reward_std": 0.0,
541
+ "rewards/format_reward": 0.0,
542
  "step": 38
543
  },
544
  {
545
  "clip_ratio": 0.0,
546
+ "completion_length": 1524.3671875,
547
  "epoch": 0.6554621848739496,
548
+ "grad_norm": 0.0,
549
+ "kl": 0.0,
550
+ "learning_rate": 2.1167208663446022e-07,
551
+ "loss": 0.0,
552
+ "num_tokens": 9690789.0,
553
+ "reward": 0.0,
554
  "reward_std": 0.0,
555
+ "rewards/format_reward": 0.0,
556
  "step": 39
557
  },
558
  {
559
  "clip_ratio": 0.0,
560
+ "completion_length": 1663.359375,
561
  "epoch": 0.6722689075630253,
562
+ "grad_norm": 0.0,
563
+ "kl": 0.0,
564
+ "learning_rate": 1.929909968689442e-07,
565
+ "loss": 0.0,
566
+ "num_tokens": 9964307.0,
567
+ "reward": 0.0,
568
+ "reward_std": 0.0,
569
+ "rewards/format_reward": 0.0,
570
  "step": 40
571
  },
572
  {
573
  "clip_ratio": 0.0,
574
+ "completion_length": 1360.765625,
575
  "epoch": 0.6890756302521008,
576
+ "grad_norm": 0.0,
577
+ "kl": 0.0,
578
+ "learning_rate": 1.758386744638546e-07,
579
+ "loss": 0.0,
580
+ "num_tokens": 10195365.0,
581
+ "reward": 0.0,
582
+ "reward_std": 0.0,
583
+ "rewards/format_reward": 0.0,
584
  "step": 41
585
  },
586
  {
587
  "clip_ratio": 0.0,
588
+ "completion_length": 1217.7421875,
589
  "epoch": 0.7058823529411765,
590
+ "grad_norm": 0.0,
591
+ "kl": 0.0,
592
+ "learning_rate": 1.6028856829700258e-07,
593
+ "loss": 0.0,
594
+ "num_tokens": 10409540.0,
595
+ "reward": 0.0,
596
+ "reward_std": 0.0,
597
+ "rewards/format_reward": 0.0,
598
  "step": 42
599
  },
600
  {
601
  "clip_ratio": 0.0,
602
+ "completion_length": 1373.4375,
603
  "epoch": 0.7226890756302521,
604
+ "grad_norm": 0.0,
605
+ "kl": 0.0,
606
+ "learning_rate": 1.464072663102903e-07,
607
+ "loss": 0.0,
608
+ "num_tokens": 10643324.0,
609
+ "reward": 0.0,
610
+ "reward_std": 0.0,
611
+ "rewards/format_reward": 0.0,
612
  "step": 43
613
  },
614
  {
615
  "clip_ratio": 0.0,
616
+ "completion_length": 1329.703125,
617
  "epoch": 0.7394957983193278,
618
+ "grad_norm": 0.0,
619
+ "kl": 0.0,
620
+ "learning_rate": 1.3425421036992097e-07,
621
+ "loss": 0.0,
622
+ "num_tokens": 10876006.0,
623
+ "reward": 0.0,
624
  "reward_std": 0.0,
625
+ "rewards/format_reward": 0.0,
626
  "step": 44
627
  },
628
  {
629
  "clip_ratio": 0.0,
630
+ "completion_length": 1481.7890625,
631
  "epoch": 0.7563025210084033,
632
+ "grad_norm": 0.0,
633
+ "kl": 0.0,
634
+ "learning_rate": 1.238814417272025e-07,
635
+ "loss": 0.0,
636
+ "num_tokens": 11124203.0,
637
+ "reward": 0.0,
638
+ "reward_std": 0.0,
639
+ "rewards/format_reward": 0.0,
640
  "step": 45
641
  },
642
  {
643
  "clip_ratio": 0.0,
644
+ "completion_length": 1337.3515625,
645
  "epoch": 0.773109243697479,
646
+ "grad_norm": 0.0,
647
+ "kl": 0.0,
648
+ "learning_rate": 1.1533337816991931e-07,
649
+ "loss": 0.0,
650
+ "num_tokens": 11350872.0,
651
+ "reward": 0.0,
652
  "reward_std": 0.0,
653
+ "rewards/format_reward": 0.0,
654
  "step": 46
655
  },
656
  {
657
  "clip_ratio": 0.0,
658
+ "completion_length": 1556.4453125,
659
  "epoch": 0.7899159663865546,
660
+ "grad_norm": 0.0,
661
+ "kl": 0.0,
662
+ "learning_rate": 1.086466238185463e-07,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
663
  "loss": 0.0,
664
+ "num_tokens": 11611593.0,
665
+ "reward": 0.0,
666
  "reward_std": 0.0,
667
+ "rewards/format_reward": 0.0,
668
+ "step": 47
 
 
 
 
 
 
 
 
 
 
 
 
 
 
669
  },
670
  {
671
  "clip_ratio": 0.0,
672
+ "completion_length": 1598.1484375,
673
+ "epoch": 0.8067226890756303,
674
+ "grad_norm": 0.0,
675
+ "kl": 0.0,
676
+ "learning_rate": 1.0384981238178533e-07,
677
  "loss": 0.0,
678
+ "num_tokens": 11876876.0,
679
+ "reward": 0.0,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
680
  "reward_std": 0.0,
681
+ "rewards/format_reward": 0.0,
682
+ "step": 48
683
  },
684
  {
685
  "clip_ratio": 0.0,
686
+ "completion_length": 1476.125,
687
+ "epoch": 0.8235294117647058,
688
+ "grad_norm": 0.0,
689
+ "kl": 0.0,
690
+ "learning_rate": 1.0096348454262843e-07,
691
  "loss": 0.0,
692
+ "num_tokens": 12127164.0,
693
+ "reward": 0.0,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
694
  "reward_std": 0.0,
695
+ "rewards/format_reward": 0.0,
696
+ "step": 49
697
  },
698
  {
699
  "clip_ratio": 0.0,
700
+ "completion_length": 1574.3984375,
701
+ "epoch": 0.8403361344537815,
702
+ "grad_norm": 0.0,
703
+ "kl": 0.0,
704
  "learning_rate": 1e-07,
705
+ "loss": 0.0,
706
+ "num_tokens": 12387831.0,
707
+ "reward": 0.0,
708
  "reward_std": 0.0,
709
+ "rewards/format_reward": 0.0,
710
+ "step": 50
711
  },
712
  {
713
+ "epoch": 0.8403361344537815,
714
+ "step": 50,
715
  "total_flos": 0.0,
716
+ "train_loss": 0.0,
717
+ "train_runtime": 13359.4688,
718
+ "train_samples_per_second": 0.479,
719
+ "train_steps_per_second": 0.004
720
  }
721
  ],
722
  "logging_steps": 1,
723
+ "max_steps": 50,
724
  "num_input_tokens_seen": 0,
725
+ "num_train_epochs": 1,
726
  "save_steps": 50,
727
  "stateful_callbacks": {
728
  "TrainerControl": {