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2026-08-08:22:08:27 INFO     [_cli.run:388] Selected Tasks: ['humaneval', 'mbpp']
2026-08-08:22:08:28 INFO     [evaluator:214] Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234 | Setting fewshot manual seed to 1234
2026-08-08:22:08:28 INFO     [evaluator:239] Initializing local-completions model, with arguments: {'model': 'student', 'base_url': 'http://127.0.0.1:8461/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-math-keep50/step0150', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}
2026-08-08:22:08:28 INFO     [models.openai_completions:42] Remote tokenizer not supported. Using huggingface tokenizer backend.
2026-08-08:22:08:28 INFO     [models.api_models:179] Using max length 2048 - 1
2026-08-08:22:08:28 INFO     [models.api_models:200] Using tokenizer huggingface
2026-08-08:22:08:41 INFO     [evaluator_utils:446] Selected tasks:
2026-08-08:22:08:41 INFO     [evaluator_utils:480] Task: humaneval (humaneval/humaneval.yaml)
2026-08-08:22:08:41 INFO     [evaluator_utils:480] Task: mbpp (mbpp/mbpp.yaml)
2026-08-08:22:08:41 INFO     [evaluator:314] humaneval: Using gen_kwargs: {'until': ['\nclass', '\ndef', '\n#', '\nif', '\nprint'], 'max_gen_toks': 1024, 'do_sample': False}
2026-08-08:22:08:41 INFO     [evaluator:314] mbpp: Using gen_kwargs: {'until': ['[DONE]'], 'do_sample': False}
2026-08-08:22:08:41 INFO     [api.task:312] Building contexts for humaneval on rank 0...

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2026-08-08:22:08:41 INFO     [api.task:312] Building contexts for mbpp on rank 0...

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 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 493/500 [00:03<00:00, 151.93it/s]
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2026-08-08:22:08:44 INFO     [evaluator:585] Running generate_until requests
2026-08-08:22:08:44 INFO     [models.api_models:747] Tokenized requests are disabled. Context + generation length is not checked.

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Requesting API:  42%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 69/164 [00:03<00:02, 33.72it/s]
Requesting API:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 76/164 [00:03<00:02, 39.61it/s]
Requesting API:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 82/164 [00:03<00:01, 44.15it/s]
Requesting API:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 87/164 [00:04<00:02, 37.51it/s]
Requesting API:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 92/164 [00:04<00:02, 33.74it/s]
Requesting API:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 98/164 [00:04<00:01, 35.97it/s]
Requesting API:  66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 109/164 [00:04<00:01, 50.57it/s]
Requesting API:  70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 115/164 [00:04<00:00, 50.20it/s]
Requesting API:  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 121/164 [00:04<00:00, 48.56it/s]
Requesting API:  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 129/164 [00:04<00:00, 55.69it/s]
Requesting API:  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 135/164 [00:05<00:00, 56.46it/s]
Requesting API:  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 141/164 [00:05<00:00, 53.32it/s]
Requesting API:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 147/164 [00:05<00:00, 45.36it/s]
Requesting API:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 152/164 [00:05<00:00, 38.86it/s]
Requesting API:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 157/164 [00:06<00:00, 18.86it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 161/164 [00:07<00:00,  7.09it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 164/164 [00:18<00:00,  1.27it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 164/164 [00:18<00:00,  9.09it/s]

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Requesting API:  23%|β–ˆβ–ˆβ–Ž       | 116/500 [00:03<00:09, 40.31it/s]
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Requesting API:  25%|β–ˆβ–ˆβ–Œ       | 126/500 [00:04<00:10, 36.38it/s]
Requesting API:  26%|β–ˆβ–ˆβ–Œ       | 130/500 [00:04<00:10, 35.72it/s]
Requesting API:  27%|β–ˆβ–ˆβ–‹       | 135/500 [00:04<00:10, 33.60it/s]
Requesting API:  28%|β–ˆβ–ˆβ–Š       | 139/500 [00:04<00:11, 32.34it/s]
Requesting API:  29%|β–ˆβ–ˆβ–Š       | 143/500 [00:04<00:11, 30.23it/s]
Requesting API:  30%|β–ˆβ–ˆβ–ˆ       | 150/500 [00:05<00:10, 33.29it/s]
Requesting API:  31%|β–ˆβ–ˆβ–ˆ       | 154/500 [00:05<00:10, 34.51it/s]
Requesting API:  32%|β–ˆβ–ˆβ–ˆβ–      | 158/500 [00:05<00:10, 33.69it/s]
Requesting API:  34%|β–ˆβ–ˆβ–ˆβ–      | 169/500 [00:05<00:06, 48.07it/s]
Requesting API:  35%|β–ˆβ–ˆβ–ˆβ–      | 174/500 [00:05<00:09, 36.21it/s]
Requesting API:  36%|β–ˆβ–ˆβ–ˆβ–Œ      | 179/500 [00:05<00:09, 35.66it/s]
Requesting API:  37%|β–ˆβ–ˆβ–ˆβ–‹      | 183/500 [00:05<00:09, 33.87it/s]
Requesting API:  38%|β–ˆβ–ˆβ–ˆβ–Š      | 189/500 [00:06<00:09, 34.02it/s]
Requesting API:  39%|β–ˆβ–ˆβ–ˆβ–Š      | 193/500 [00:06<00:08, 34.22it/s]
Requesting API:  40%|β–ˆβ–ˆβ–ˆβ–‰      | 199/500 [00:06<00:08, 36.20it/s]
Requesting API:  41%|β–ˆβ–ˆβ–ˆβ–ˆ      | 203/500 [00:06<00:08, 36.22it/s]
Requesting API:  42%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 208/500 [00:06<00:08, 36.35it/s]
Requesting API:  42%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 212/500 [00:06<00:08, 34.55it/s]
Requesting API:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 217/500 [00:06<00:08, 32.70it/s]
Requesting API:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 225/500 [00:07<00:06, 42.86it/s]
Requesting API:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 231/500 [00:07<00:06, 44.44it/s]
Requesting API:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 236/500 [00:07<00:05, 44.17it/s]
Requesting API:  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 243/500 [00:07<00:05, 44.09it/s]
Requesting API:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 248/500 [00:07<00:05, 44.69it/s]
Requesting API:  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 253/500 [00:07<00:05, 43.69it/s]
Requesting API:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 258/500 [00:07<00:06, 38.29it/s]
Requesting API:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 263/500 [00:07<00:05, 40.16it/s]
Requesting API:  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 269/500 [00:08<00:05, 41.35it/s]
Requesting API:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 274/500 [00:08<00:05, 38.60it/s]
Requesting API:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 280/500 [00:08<00:05, 42.64it/s]
Requesting API:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 285/500 [00:08<00:04, 44.16it/s]
Requesting API:  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 290/500 [00:08<00:05, 40.74it/s]
Requesting API:  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 295/500 [00:08<00:05, 40.46it/s]
Requesting API:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 301/500 [00:08<00:04, 43.30it/s]
Requesting API:  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 309/500 [00:08<00:03, 50.29it/s]
Requesting API:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 315/500 [00:09<00:04, 46.12it/s]
Requesting API:  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 321/500 [00:09<00:04, 40.90it/s]
Requesting API:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 326/500 [00:09<00:04, 40.70it/s]
Requesting API:  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 334/500 [00:09<00:04, 41.42it/s]
Requesting API:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 341/500 [00:09<00:03, 46.79it/s]
Requesting API:  69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 346/500 [00:09<00:03, 43.64it/s]
Requesting API:  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 353/500 [00:09<00:03, 46.38it/s]
Requesting API:  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 360/500 [00:10<00:02, 50.00it/s]
Requesting API:  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 369/500 [00:10<00:02, 54.63it/s]
Requesting API:  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 378/500 [00:10<00:01, 62.68it/s]
Requesting API:  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 385/500 [00:10<00:02, 48.71it/s]
Requesting API:  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 391/500 [00:10<00:02, 50.13it/s]
Requesting API:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 399/500 [00:10<00:01, 54.98it/s]
Requesting API:  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 408/500 [00:10<00:01, 60.57it/s]
Requesting API:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 416/500 [00:11<00:01, 60.48it/s]
Requesting API:  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 423/500 [00:11<00:01, 55.32it/s]
Requesting API:  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 430/500 [00:11<00:01, 53.28it/s]
Requesting API:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 441/500 [00:11<00:00, 66.39it/s]
Requesting API:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 449/500 [00:11<00:00, 66.25it/s]
Requesting API:  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 457/500 [00:11<00:00, 68.19it/s]
Requesting API:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 465/500 [00:11<00:00, 65.58it/s]
Requesting API:  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 472/500 [00:11<00:00, 59.48it/s]
Requesting API:  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 483/500 [00:12<00:00, 67.30it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 490/500 [00:12<00:00, 61.75it/s]
Requesting API:  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 497/500 [00:12<00:00, 35.28it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 500/500 [00:14<00:00, 34.19it/s]
2026-08-08:22:14:13 INFO     [loggers.evaluation_tracker:247] Saving results aggregated
2026-08-08:22:14:13 INFO     [loggers.evaluation_tracker:119] Saving per-task samples to outputs/evals/release/math-keep50-step0150/student/*.jsonl
local-completions ({'model': 'student', 'base_url': 'http://127.0.0.1:8461/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-math-keep50/step0150', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}), gen_kwargs: ({}), limit: None, num_fewshot: None, batch_size: 1
|  Tasks  |Version|  Filter   |n-shot| Metric  |   |Value|   |Stderr|
|---------|------:|-----------|-----:|---------|---|----:|---|-----:|
|humaneval|      1|create_test|     0|pass@1   |↑  |0.189|Β±  |0.0307|
|mbpp     |      1|none       |     3|pass_at_1|↑  |0.150|Β±  |0.0160|