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2026-08-08:22:10:01 INFO     [_cli.run:388] Selected Tasks: ['humaneval', 'mbpp']
2026-08-08:22:10:02 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
2026-08-08:22:10:02 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-keep25/step0150', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}
2026-08-08:22:10:02 INFO     [models.openai_completions:42] Remote tokenizer not supported. Using huggingface tokenizer backend.
2026-08-08:22:10:02 INFO     [models.api_models:179] Using max length 2048 - 1
2026-08-08:22:10:02 INFO     [models.api_models:200] Using tokenizer huggingface
2026-08-08:22:10:16 INFO     [evaluator_utils:446] Selected tasks:
2026-08-08:22:10:16 INFO     [evaluator_utils:480] Task: humaneval (humaneval/humaneval.yaml)
2026-08-08:22:10:16 INFO     [evaluator_utils:480] Task: mbpp (mbpp/mbpp.yaml)
2026-08-08:22:10:16 INFO     [evaluator:314] humaneval: Using gen_kwargs: {'until': ['\nclass', '\ndef', '\n#', '\nif', '\nprint'], 'max_gen_toks': 1024, 'do_sample': False}
2026-08-08:22:10:16 INFO     [evaluator:314] mbpp: Using gen_kwargs: {'until': ['[DONE]'], 'do_sample': False}
2026-08-08:22:10:16 INFO     [api.task:312] Building contexts for humaneval on rank 0...

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2026-08-08:22:10:16 INFO     [api.task:312] Building contexts for mbpp on rank 0...

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 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 481/500 [00:03<00:00, 158.96it/s]
 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 497/500 [00:03<00:00, 158.84it/s]
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2026-08-08:22:10:20 INFO     [evaluator:585] Running generate_until requests
2026-08-08:22:10:20 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:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 70/164 [00:04<00:05, 16.79it/s]
Requesting API:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 74/164 [00:04<00:04, 19.78it/s]
Requesting API:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 77/164 [00:04<00:04, 20.29it/s]
Requesting API:  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 81/164 [00:04<00:03, 24.03it/s]
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Requesting API:  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 89/164 [00:05<00:05, 14.63it/s]
Requesting API:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 93/164 [00:05<00:03, 17.99it/s]
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Requesting API:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 99/164 [00:05<00:05, 12.96it/s]
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Requesting API:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 106/164 [00:06<00:03, 16.46it/s]
Requesting API:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 111/164 [00:06<00:02, 21.49it/s]
Requesting API:  70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 114/164 [00:06<00:02, 22.45it/s]
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Requesting API:  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 122/164 [00:06<00:01, 22.36it/s]
Requesting API:  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 125/164 [00:07<00:02, 19.14it/s]
Requesting API:  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 129/164 [00:07<00:01, 21.37it/s]
Requesting API:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 132/164 [00:08<00:03,  9.09it/s]
Requesting API:  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 134/164 [00:08<00:03,  8.65it/s]
Requesting API:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 136/164 [00:08<00:03,  9.19it/s]
Requesting API:  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 138/164 [00:08<00:03,  8.09it/s]
Requesting API:  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 140/164 [00:12<00:12,  1.88it/s]
Requesting API:  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 141/164 [00:15<00:20,  1.12it/s]
Requesting API:  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 156/164 [00:15<00:01,  4.68it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 161/164 [00:16<00:00,  4.46it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 164/164 [00:19<00:00,  8.60it/s]

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Requesting API:   3%|β–Ž         | 13/500 [00:01<00:35, 13.76it/s]
Requesting API:   4%|▍         | 19/500 [00:01<00:21, 22.57it/s]
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Requesting API:   6%|β–Œ         | 28/500 [00:01<00:19, 23.91it/s]
Requesting API:   6%|β–‹         | 32/500 [00:02<00:19, 24.62it/s]
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Requesting API:  10%|β–‰         | 48/500 [00:02<00:20, 22.42it/s]
Requesting API:  10%|β–ˆ         | 51/500 [00:02<00:21, 21.33it/s]
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Requesting API:  12%|β–ˆβ–        | 58/500 [00:03<00:19, 22.18it/s]
Requesting API:  12%|β–ˆβ–        | 62/500 [00:03<00:17, 24.59it/s]
Requesting API:  13%|β–ˆβ–Ž        | 65/500 [00:03<00:21, 20.26it/s]
Requesting API:  14%|β–ˆβ–Ž        | 68/500 [00:03<00:21, 19.84it/s]
Requesting API:  14%|β–ˆβ–        | 71/500 [00:03<00:20, 20.44it/s]
Requesting API:  15%|β–ˆβ–        | 74/500 [00:04<00:19, 21.69it/s]
Requesting API:  15%|β–ˆβ–Œ        | 77/500 [00:04<00:19, 22.07it/s]
Requesting API:  16%|β–ˆβ–Œ        | 81/500 [00:04<00:18, 22.19it/s]
Requesting API:  17%|β–ˆβ–‹        | 84/500 [00:04<00:19, 21.37it/s]
Requesting API:  18%|β–ˆβ–Š        | 90/500 [00:04<00:14, 28.40it/s]
Requesting API:  19%|β–ˆβ–‰        | 95/500 [00:04<00:12, 31.91it/s]
Requesting API:  20%|β–ˆβ–‰        | 99/500 [00:04<00:12, 32.76it/s]
Requesting API:  21%|β–ˆβ–ˆ        | 103/500 [00:04<00:12, 32.13it/s]
Requesting API:  21%|β–ˆβ–ˆβ–       | 107/500 [00:05<00:11, 33.06it/s]
Requesting API:  24%|β–ˆβ–ˆβ–Ž       | 118/500 [00:05<00:10, 36.32it/s]
Requesting API:  24%|β–ˆβ–ˆβ–       | 122/500 [00:05<00:11, 34.31it/s]
Requesting API:  25%|β–ˆβ–ˆβ–Œ       | 127/500 [00:05<00:10, 36.37it/s]
Requesting API:  26%|β–ˆβ–ˆβ–Œ       | 131/500 [00:05<00:10, 35.14it/s]
Requesting API:  27%|β–ˆβ–ˆβ–‹       | 136/500 [00:05<00:09, 38.06it/s]
Requesting API:  28%|β–ˆβ–ˆβ–Š       | 142/500 [00:06<00:09, 37.70it/s]
Requesting API:  29%|β–ˆβ–ˆβ–‰       | 147/500 [00:06<00:08, 39.49it/s]
Requesting API:  30%|β–ˆβ–ˆβ–ˆ       | 152/500 [00:06<00:09, 35.13it/s]
Requesting API:  31%|β–ˆβ–ˆβ–ˆ       | 156/500 [00:06<00:09, 35.56it/s]
Requesting API:  32%|β–ˆβ–ˆβ–ˆβ–      | 161/500 [00:06<00:09, 35.00it/s]
Requesting API:  33%|β–ˆβ–ˆβ–ˆβ–Ž      | 165/500 [00:06<00:10, 33.10it/s]
Requesting API:  34%|β–ˆβ–ˆβ–ˆβ–      | 171/500 [00:06<00:08, 38.76it/s]
Requesting API:  35%|β–ˆβ–ˆβ–ˆβ–Œ      | 176/500 [00:07<00:09, 34.33it/s]
Requesting API:  36%|β–ˆβ–ˆβ–ˆβ–Œ      | 180/500 [00:07<00:09, 34.01it/s]
Requesting API:  37%|β–ˆβ–ˆβ–ˆβ–‹      | 185/500 [00:07<00:08, 35.27it/s]
Requesting API:  38%|β–ˆβ–ˆβ–ˆβ–Š      | 189/500 [00:07<00:10, 30.25it/s]
Requesting API:  39%|β–ˆβ–ˆβ–ˆβ–‰      | 194/500 [00:07<00:10, 28.91it/s]
Requesting API:  40%|β–ˆβ–ˆβ–ˆβ–‰      | 198/500 [00:07<00:10, 30.00it/s]
Requesting API:  40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 202/500 [00:07<00:10, 28.59it/s]
Requesting API:  41%|β–ˆβ–ˆβ–ˆβ–ˆ      | 205/500 [00:08<00:11, 24.63it/s]
Requesting API:  42%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 209/500 [00:08<00:10, 27.39it/s]
Requesting API:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 215/500 [00:08<00:09, 28.76it/s]
Requesting API:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 223/500 [00:08<00:07, 37.08it/s]
Requesting API:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 227/500 [00:08<00:07, 34.45it/s]
Requesting API:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 231/500 [00:08<00:08, 32.95it/s]
Requesting API:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 236/500 [00:08<00:08, 29.86it/s]
Requesting API:  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 241/500 [00:09<00:08, 32.30it/s]
Requesting API:  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 245/500 [00:09<00:07, 33.37it/s]
Requesting API:  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 253/500 [00:09<00:05, 43.73it/s]
Requesting API:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 258/500 [00:09<00:06, 37.75it/s]
Requesting API:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 263/500 [00:09<00:06, 34.09it/s]
Requesting API:  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 268/500 [00:09<00:06, 34.45it/s]
Requesting API:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 274/500 [00:09<00:05, 39.22it/s]
Requesting API:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 279/500 [00:10<00:07, 29.56it/s]
Requesting API:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 283/500 [00:10<00:06, 31.03it/s]
Requesting API:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 287/500 [00:10<00:07, 30.43it/s]
Requesting API:  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 293/500 [00:10<00:05, 36.09it/s]
Requesting API:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 299/500 [00:10<00:04, 40.59it/s]
Requesting API:  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 304/500 [00:10<00:04, 40.51it/s]
Requesting API:  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 309/500 [00:10<00:04, 39.10it/s]
Requesting API:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 314/500 [00:11<00:04, 39.41it/s]
Requesting API:  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 319/500 [00:11<00:05, 31.82it/s]
Requesting API:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 323/500 [00:11<00:05, 32.98it/s]
Requesting API:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 327/500 [00:11<00:05, 34.01it/s]
Requesting API:  66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 331/500 [00:11<00:04, 34.77it/s]
Requesting API:  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 335/500 [00:11<00:04, 33.84it/s]
Requesting API:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 342/500 [00:11<00:03, 42.15it/s]
Requesting API:  69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 347/500 [00:11<00:03, 41.79it/s]
Requesting API:  70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 352/500 [00:12<00:03, 38.75it/s]
Requesting API:  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 357/500 [00:12<00:03, 37.73it/s]
Requesting API:  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 365/500 [00:12<00:02, 46.79it/s]
Requesting API:  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 370/500 [00:12<00:03, 42.13it/s]
Requesting API:  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 375/500 [00:12<00:03, 35.54it/s]
Requesting API:  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 380/500 [00:12<00:03, 36.89it/s]
Requesting API:  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 384/500 [00:12<00:03, 36.84it/s]
Requesting API:  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 388/500 [00:13<00:03, 36.83it/s]
Requesting API:  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 394/500 [00:13<00:02, 40.02it/s]
Requesting API:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 399/500 [00:13<00:03, 29.62it/s]
Requesting API:  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 405/500 [00:13<00:02, 32.27it/s]
Requesting API:  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 409/500 [00:13<00:02, 30.54it/s]
Requesting API:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 413/500 [00:13<00:02, 29.37it/s]
Requesting API:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 417/500 [00:14<00:03, 23.77it/s]
Requesting API:  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 420/500 [00:14<00:03, 24.64it/s]
Requesting API:  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 424/500 [00:14<00:03, 25.20it/s]
Requesting API:  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 429/500 [00:14<00:02, 25.82it/s]
Requesting API:  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 436/500 [00:14<00:01, 33.89it/s]
Requesting API:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 442/500 [00:14<00:01, 36.70it/s]
Requesting API:  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 446/500 [00:15<00:01, 32.39it/s]
Requesting API:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 450/500 [00:15<00:01, 33.54it/s]
Requesting API:  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 455/500 [00:15<00:01, 35.77it/s]
Requesting API:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 459/500 [00:15<00:01, 34.06it/s]
Requesting API:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 463/500 [00:15<00:01, 31.68it/s]
Requesting API:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 467/500 [00:15<00:01, 26.98it/s]
Requesting API:  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 470/500 [00:15<00:01, 27.50it/s]
Requesting API:  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 475/500 [00:16<00:00, 27.06it/s]
Requesting API:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 478/500 [00:16<00:00, 23.35it/s]
Requesting API:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 481/500 [00:16<00:01, 15.80it/s]
Requesting API:  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 483/500 [00:16<00:01, 15.09it/s]
Requesting API:  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 486/500 [00:16<00:00, 16.07it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 491/500 [00:17<00:00, 21.70it/s]
Requesting API:  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 494/500 [00:17<00:00, 14.89it/s]
Requesting API:  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 497/500 [00:18<00:00,  7.07it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 499/500 [00:18<00:00,  7.63it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 500/500 [00:18<00:00, 26.60it/s]
2026-08-08:22:15:09 INFO     [loggers.evaluation_tracker:247] Saving results aggregated
2026-08-08:22:15:09 INFO     [loggers.evaluation_tracker:119] Saving per-task samples to outputs/evals/release/math-keep25-step0150/student/*.jsonl
local-completions ({'model': 'student', 'base_url': 'http://127.0.0.1:8460/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-math-keep25/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   |↑  |0.000|Β±  |0.0000|
|mbpp     |      1|none       |     3|pass_at_1|↑  |0.068|Β±  |0.0113|