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2026-08-08:22:22:17 INFO     [_cli.run:388] Selected Tasks: ['humaneval', 'mbpp']
2026-08-08:22:22:19 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
2026-08-08:22:22:19 INFO     [evaluator:239] Initializing local-completions model, with arguments: {'model': 'student', 'base_url': 'http://127.0.0.1:8460/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-math-keep75/step0150', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}
2026-08-08:22:22:19 INFO     [models.openai_completions:42] Remote tokenizer not supported. Using huggingface tokenizer backend.
2026-08-08:22:22:19 INFO     [models.api_models:179] Using max length 2048 - 1
2026-08-08:22:22:19 INFO     [models.api_models:200] Using tokenizer huggingface
2026-08-08:22:22:26 INFO     [evaluator_utils:446] Selected tasks:
2026-08-08:22:22:26 INFO     [evaluator_utils:480] Task: humaneval (humaneval/humaneval.yaml)
2026-08-08:22:22:26 INFO     [evaluator_utils:480] Task: mbpp (mbpp/mbpp.yaml)
2026-08-08:22:22:26 INFO     [evaluator:314] humaneval: Using gen_kwargs: {'until': ['\nclass', '\ndef', '\n#', '\nif', '\nprint'], 'max_gen_toks': 1024, 'do_sample': False}
2026-08-08:22:22:26 INFO     [evaluator:314] mbpp: Using gen_kwargs: {'until': ['[DONE]'], 'do_sample': False}
2026-08-08:22:22:26 INFO     [api.task:312] Building contexts for humaneval on rank 0...

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2026-08-08:22:22:26 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 [00:02<00:00, 165.64it/s]
100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 500/500 [00:03<00:00, 164.91it/s]
2026-08-08:22:22:29 INFO     [evaluator:585] Running generate_until requests
2026-08-08:22:22:29 INFO     [models.api_models:747] Tokenized requests are disabled. Context + generation length is not checked.

Requesting API:   0%|          | 0/164 [00:00<?, ?it/s]
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Requesting API:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 77/164 [00:03<00:02, 37.01it/s]
Requesting API:  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 83/164 [00:03<00:02, 37.01it/s]
Requesting API:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 90/164 [00:03<00:01, 43.94it/s]
Requesting API:  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 96/164 [00:03<00:01, 43.57it/s]
Requesting API:  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 101/164 [00:04<00:01, 38.40it/s]
Requesting API:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 107/164 [00:04<00:01, 42.24it/s]
Requesting API:  69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 113/164 [00:04<00:01, 43.81it/s]
Requesting API:  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 124/164 [00:04<00:00, 58.62it/s]
Requesting API:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 131/164 [00:04<00:00, 61.05it/s]
Requesting API:  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 139/164 [00:04<00:00, 63.96it/s]
Requesting API:  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 146/164 [00:04<00:00, 45.53it/s]
Requesting API:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 152/164 [00:05<00:00, 29.40it/s]
Requesting API:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 157/164 [00:05<00:00, 30.88it/s]
Requesting API:  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 162/164 [00:06<00:00, 17.88it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 164/164 [00:15<00:00, 10.58it/s]

Requesting API:   0%|          | 0/500 [00:00<?, ?it/s]
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Requesting API:   4%|β–Ž         | 18/500 [00:01<00:23, 20.83it/s]
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Requesting API:   5%|β–Œ         | 27/500 [00:01<00:21, 22.22it/s]
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Requesting API:   8%|β–Š         | 38/500 [00:02<00:16, 28.14it/s]
Requesting API:   9%|β–Š         | 43/500 [00:02<00:14, 30.76it/s]
Requesting API:   9%|β–‰         | 47/500 [00:02<00:15, 28.50it/s]
Requesting API:  11%|β–ˆ         | 54/500 [00:02<00:12, 35.97it/s]
Requesting API:  12%|β–ˆβ–        | 59/500 [00:02<00:11, 38.55it/s]
Requesting API:  13%|β–ˆβ–Ž        | 64/500 [00:02<00:11, 38.17it/s]
Requesting API:  14%|β–ˆβ–        | 71/500 [00:03<00:09, 45.19it/s]
Requesting API:  15%|β–ˆβ–Œ        | 76/500 [00:03<00:14, 29.85it/s]
Requesting API:  16%|β–ˆβ–Œ        | 80/500 [00:03<00:13, 31.20it/s]
Requesting API:  17%|β–ˆβ–‹        | 84/500 [00:03<00:13, 31.64it/s]
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Requesting API:  22%|β–ˆβ–ˆβ–       | 112/500 [00:04<00:08, 43.49it/s]
Requesting API:  23%|β–ˆβ–ˆβ–Ž       | 117/500 [00:04<00:09, 40.92it/s]
Requesting API:  24%|β–ˆβ–ˆβ–       | 122/500 [00:04<00:14, 25.72it/s]
Requesting API:  25%|β–ˆβ–ˆβ–Œ       | 126/500 [00:04<00:13, 26.94it/s]
Requesting API:  26%|β–ˆβ–ˆβ–‹       | 132/500 [00:04<00:11, 32.29it/s]
Requesting API:  27%|β–ˆβ–ˆβ–‹       | 136/500 [00:05<00:10, 33.43it/s]
Requesting API:  28%|β–ˆβ–ˆβ–Š       | 141/500 [00:05<00:09, 36.93it/s]
Requesting API:  29%|β–ˆβ–ˆβ–‰       | 146/500 [00:05<00:09, 35.49it/s]
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Requesting API:  33%|β–ˆβ–ˆβ–ˆβ–Ž      | 164/500 [00:06<00:10, 31.40it/s]
Requesting API:  34%|β–ˆβ–ˆβ–ˆβ–Ž      | 168/500 [00:06<00:10, 30.67it/s]
Requesting API:  35%|β–ˆβ–ˆβ–ˆβ–      | 173/500 [00:06<00:09, 33.72it/s]
Requesting API:  36%|β–ˆβ–ˆβ–ˆβ–Œ      | 178/500 [00:06<00:08, 37.30it/s]
Requesting API:  37%|β–ˆβ–ˆβ–ˆβ–‹      | 183/500 [00:06<00:08, 36.04it/s]
Requesting API:  37%|β–ˆβ–ˆβ–ˆβ–‹      | 187/500 [00:06<00:09, 34.36it/s]
Requesting API:  38%|β–ˆβ–ˆβ–ˆβ–Š      | 191/500 [00:06<00:10, 29.10it/s]
Requesting API:  39%|β–ˆβ–ˆβ–ˆβ–‰      | 195/500 [00:06<00:09, 30.57it/s]
Requesting API:  40%|β–ˆβ–ˆβ–ˆβ–‰      | 199/500 [00:07<00:10, 29.96it/s]
Requesting API:  41%|β–ˆβ–ˆβ–ˆβ–ˆ      | 203/500 [00:07<00:09, 29.71it/s]
Requesting API:  41%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 207/500 [00:07<00:09, 30.69it/s]
Requesting API:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 214/500 [00:07<00:07, 39.23it/s]
Requesting API:  44%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 219/500 [00:07<00:07, 37.54it/s]
Requesting API:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 225/500 [00:07<00:06, 41.36it/s]
Requesting API:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 230/500 [00:08<00:09, 29.13it/s]
Requesting API:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 236/500 [00:08<00:07, 33.84it/s]
Requesting API:  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 240/500 [00:08<00:08, 32.41it/s]
Requesting API:  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 244/500 [00:08<00:07, 33.17it/s]
Requesting API:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 249/500 [00:08<00:08, 30.67it/s]
Requesting API:  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 254/500 [00:08<00:07, 34.66it/s]
Requesting API:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 258/500 [00:08<00:07, 32.54it/s]
Requesting API:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 262/500 [00:08<00:07, 31.93it/s]
Requesting API:  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 268/500 [00:09<00:06, 37.34it/s]
Requesting API:  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 272/500 [00:09<00:06, 34.10it/s]
Requesting API:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 276/500 [00:09<00:07, 31.52it/s]
Requesting API:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 280/500 [00:09<00:06, 31.64it/s]
Requesting API:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 284/500 [00:09<00:06, 32.42it/s]
Requesting API:  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 288/500 [00:09<00:07, 29.29it/s]
Requesting API:  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 295/500 [00:09<00:05, 37.92it/s]
Requesting API:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 300/500 [00:09<00:04, 40.82it/s]
Requesting API:  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 305/500 [00:10<00:04, 42.35it/s]
Requesting API:  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 312/500 [00:10<00:03, 47.43it/s]
Requesting API:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 317/500 [00:10<00:04, 37.86it/s]
Requesting API:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 323/500 [00:10<00:04, 41.71it/s]
Requesting API:  66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 328/500 [00:10<00:04, 38.55it/s]
Requesting API:  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 333/500 [00:10<00:04, 38.38it/s]
Requesting API:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 338/500 [00:10<00:04, 38.23it/s]
Requesting API:  69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 343/500 [00:11<00:03, 40.29it/s]
Requesting API:  70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 348/500 [00:11<00:04, 37.85it/s]
Requesting API:  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 355/500 [00:11<00:03, 44.87it/s]
Requesting API:  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 360/500 [00:11<00:03, 43.75it/s]
Requesting API:  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 366/500 [00:11<00:03, 40.52it/s]
Requesting API:  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 372/500 [00:11<00:03, 40.31it/s]
Requesting API:  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 377/500 [00:11<00:03, 39.43it/s]
Requesting API:  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 384/500 [00:12<00:02, 43.70it/s]
Requesting API:  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 390/500 [00:12<00:02, 46.35it/s]
Requesting API:  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 395/500 [00:12<00:02, 46.86it/s]
Requesting API:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 400/500 [00:12<00:02, 46.69it/s]
Requesting API:  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 407/500 [00:12<00:01, 51.19it/s]
Requesting API:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 414/500 [00:12<00:01, 51.13it/s]
Requesting API:  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 421/500 [00:12<00:01, 48.89it/s]
Requesting API:  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 426/500 [00:12<00:01, 39.13it/s]
Requesting API:  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 436/500 [00:13<00:01, 51.11it/s]
Requesting API:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 442/500 [00:13<00:01, 48.57it/s]
Requesting API:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 452/500 [00:13<00:00, 59.31it/s]
Requesting API:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 459/500 [00:13<00:00, 59.08it/s]
Requesting API:  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 468/500 [00:13<00:00, 66.24it/s]
Requesting API:  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 475/500 [00:13<00:00, 59.32it/s]
Requesting API:  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 483/500 [00:13<00:00, 56.83it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 490/500 [00:13<00:00, 53.66it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 498/500 [00:14<00:00, 46.72it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 500/500 [00:16<00:00, 30.65it/s]
2026-08-08:22:26:28 INFO     [loggers.evaluation_tracker:247] Saving results aggregated
2026-08-08:22:26:28 INFO     [loggers.evaluation_tracker:119] Saving per-task samples to outputs/evals/release/math-keep75-step0150/student/*.jsonl
local-completions ({'model': 'student', 'base_url': 'http://127.0.0.1:8460/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-math-keep75/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   |↑  |0.2744|Β±  |0.0349|
|mbpp     |      1|none       |     3|pass_at_1|↑  |0.2420|Β±  |0.0192|