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2026-08-10:13:56:17 INFO     [_cli.run:388] Selected Tasks: ['humaneval', 'mbpp']
2026-08-10:13:56:18 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
2026-08-10:13:56:18 INFO     [evaluator:239] Initializing local-completions model, with arguments: {'model': 'student', 'base_url': 'http://127.0.0.1:8491/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-math-keep50/step0100', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}
2026-08-10:13:56:18 INFO     [models.openai_completions:42] Remote tokenizer not supported. Using huggingface tokenizer backend.
2026-08-10:13:56:18 INFO     [models.api_models:179] Using max length 2048 - 1
2026-08-10:13:56:18 INFO     [models.api_models:200] Using tokenizer huggingface
2026-08-10:13:56:25 INFO     [evaluator_utils:446] Selected tasks:
2026-08-10:13:56:25 INFO     [evaluator_utils:480] Task: humaneval (humaneval/humaneval.yaml)
2026-08-10:13:56:25 INFO     [evaluator_utils:480] Task: mbpp (mbpp/mbpp.yaml)
2026-08-10:13:56:25 INFO     [evaluator:314] humaneval: Using gen_kwargs: {'until': ['\nclass', '\ndef', '\n#', '\nif', '\nprint'], 'max_gen_toks': 1024, 'do_sample': False}
2026-08-10:13:56:25 INFO     [evaluator:314] mbpp: Using gen_kwargs: {'until': ['[DONE]'], 'do_sample': False}
2026-08-10:13:56:25 INFO     [api.task:312] Building contexts for humaneval on rank 0...

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2026-08-10:13:56:25 INFO     [api.task:312] Building contexts for mbpp on rank 0...

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 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 492/500 [00:02<00:00, 166.03it/s]
100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 500/500 [00:03<00:00, 164.11it/s]
2026-08-10:13:56:28 INFO     [evaluator:585] Running generate_until requests
2026-08-10:13:56:28 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:  34%|β–ˆβ–ˆβ–ˆβ–      | 56/164 [00:03<00:03, 29.10it/s]
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Requesting API:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 70/164 [00:03<00:03, 30.32it/s]
Requesting API:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 76/164 [00:03<00:02, 35.80it/s]
Requesting API:  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 80/164 [00:03<00:02, 32.43it/s]
Requesting API:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 86/164 [00:04<00:02, 36.22it/s]
Requesting API:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 92/164 [00:04<00:01, 41.02it/s]
Requesting API:  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 97/164 [00:04<00:01, 43.19it/s]
Requesting API:  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 102/164 [00:04<00:01, 43.19it/s]
Requesting API:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 107/164 [00:04<00:01, 37.40it/s]
Requesting API:  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 117/164 [00:04<00:00, 49.70it/s]
Requesting API:  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 123/164 [00:04<00:00, 51.70it/s]
Requesting API:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 132/164 [00:04<00:00, 57.01it/s]
Requesting API:  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 138/164 [00:05<00:00, 53.68it/s]
Requesting API:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 144/164 [00:05<00:00, 44.07it/s]
Requesting API:  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 149/164 [00:05<00:00, 34.40it/s]
Requesting API:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 153/164 [00:05<00:00, 31.18it/s]
Requesting API:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 157/164 [00:06<00:00, 12.79it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 160/164 [00:08<00:00,  5.89it/s]
Requesting API:  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 162/164 [00:15<00:01,  1.35it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 164/164 [00:18<00:00,  1.14it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 164/164 [00:18<00:00,  8.90it/s]

Requesting API:   0%|          | 0/500 [00:00<?, ?it/s]
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Requesting API:   3%|β–Ž         | 13/500 [00:01<00:28, 17.08it/s]
Requesting API:   4%|β–Ž         | 18/500 [00:01<00:22, 21.08it/s]
Requesting API:   5%|▍         | 23/500 [00:01<00:18, 25.59it/s]
Requesting API:   6%|β–Œ         | 28/500 [00:01<00:16, 28.74it/s]
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Requesting API:   9%|β–‰         | 47/500 [00:02<00:11, 38.64it/s]
Requesting API:  11%|β–ˆ         | 53/500 [00:02<00:11, 37.33it/s]
Requesting API:  12%|β–ˆβ–        | 58/500 [00:02<00:12, 36.72it/s]
Requesting API:  13%|β–ˆβ–Ž        | 64/500 [00:02<00:11, 37.65it/s]
Requesting API:  15%|β–ˆβ–        | 73/500 [00:02<00:09, 45.44it/s]
Requesting API:  16%|β–ˆβ–Œ        | 78/500 [00:02<00:10, 39.53it/s]
Requesting API:  17%|β–ˆβ–‹        | 83/500 [00:03<00:10, 38.67it/s]
Requesting API:  18%|β–ˆβ–Š        | 88/500 [00:03<00:10, 40.54it/s]
Requesting API:  19%|β–ˆβ–Š        | 93/500 [00:03<00:09, 42.38it/s]
Requesting API:  20%|β–ˆβ–‰        | 98/500 [00:03<00:09, 41.34it/s]
Requesting API:  21%|β–ˆβ–ˆ        | 103/500 [00:03<00:09, 43.20it/s]
Requesting API:  22%|β–ˆβ–ˆβ–       | 108/500 [00:03<00:10, 37.79it/s]
Requesting API:  22%|β–ˆβ–ˆβ–       | 112/500 [00:03<00:10, 37.64it/s]
Requesting API:  23%|β–ˆβ–ˆβ–Ž       | 117/500 [00:03<00:09, 39.35it/s]
Requesting API:  24%|β–ˆβ–ˆβ–       | 122/500 [00:04<00:10, 36.05it/s]
Requesting API:  25%|β–ˆβ–ˆβ–Œ       | 126/500 [00:04<00:10, 36.77it/s]
Requesting API:  26%|β–ˆβ–ˆβ–Œ       | 130/500 [00:04<00:11, 33.38it/s]
Requesting API:  27%|β–ˆβ–ˆβ–‹       | 134/500 [00:04<00:10, 33.42it/s]
Requesting API:  28%|β–ˆβ–ˆβ–Š       | 138/500 [00:04<00:11, 30.59it/s]
Requesting API:  28%|β–ˆβ–ˆβ–Š       | 142/500 [00:04<00:11, 30.54it/s]
Requesting API:  29%|β–ˆβ–ˆβ–‰       | 146/500 [00:04<00:11, 31.15it/s]
Requesting API:  30%|β–ˆβ–ˆβ–ˆ       | 150/500 [00:04<00:10, 33.21it/s]
Requesting API:  31%|β–ˆβ–ˆβ–ˆβ–      | 157/500 [00:05<00:08, 42.55it/s]
Requesting API:  33%|β–ˆβ–ˆβ–ˆβ–Ž      | 164/500 [00:05<00:06, 48.16it/s]
Requesting API:  34%|β–ˆβ–ˆβ–ˆβ–      | 169/500 [00:05<00:07, 45.72it/s]
Requesting API:  35%|β–ˆβ–ˆβ–ˆβ–      | 174/500 [00:05<00:08, 38.32it/s]
Requesting API:  36%|β–ˆβ–ˆβ–ˆβ–Œ      | 179/500 [00:05<00:09, 34.19it/s]
Requesting API:  37%|β–ˆβ–ˆβ–ˆβ–‹      | 186/500 [00:05<00:07, 41.25it/s]
Requesting API:  38%|β–ˆβ–ˆβ–ˆβ–Š      | 191/500 [00:05<00:08, 38.27it/s]
Requesting API:  39%|β–ˆβ–ˆβ–ˆβ–‰      | 196/500 [00:06<00:08, 34.18it/s]
Requesting API:  40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 202/500 [00:06<00:07, 39.33it/s]
Requesting API:  41%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 207/500 [00:06<00:08, 33.05it/s]
Requesting API:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 216/500 [00:06<00:07, 37.19it/s]
Requesting API:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 224/500 [00:06<00:06, 42.00it/s]
Requesting API:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 230/500 [00:06<00:06, 41.07it/s]
Requesting API:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 236/500 [00:07<00:06, 40.57it/s]
Requesting API:  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 243/500 [00:07<00:05, 46.72it/s]
Requesting API:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 248/500 [00:07<00:05, 45.85it/s]
Requesting API:  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 253/500 [00:07<00:05, 44.50it/s]
Requesting API:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 258/500 [00:07<00:06, 38.74it/s]
Requesting API:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 267/500 [00:07<00:04, 49.02it/s]
Requesting API:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 273/500 [00:07<00:06, 37.17it/s]
Requesting API:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 279/500 [00:08<00:05, 39.15it/s]
Requesting API:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 285/500 [00:08<00:05, 41.78it/s]
Requesting API:  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 290/500 [00:08<00:04, 42.25it/s]
Requesting API:  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 295/500 [00:08<00:04, 42.93it/s]
Requesting API:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 300/500 [00:08<00:04, 43.61it/s]
Requesting API:  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 306/500 [00:08<00:04, 47.13it/s]
Requesting API:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 313/500 [00:08<00:03, 50.98it/s]
Requesting API:  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 319/500 [00:08<00:03, 50.76it/s]
Requesting API:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 325/500 [00:09<00:04, 40.52it/s]
Requesting API:  66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 330/500 [00:09<00:05, 33.94it/s]
Requesting API:  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 336/500 [00:09<00:04, 38.21it/s]
Requesting API:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 341/500 [00:09<00:04, 39.40it/s]
Requesting API:  69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 346/500 [00:09<00:03, 40.85it/s]
Requesting API:  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 354/500 [00:09<00:03, 48.58it/s]
Requesting API:  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 362/500 [00:09<00:02, 48.98it/s]
Requesting API:  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 369/500 [00:10<00:02, 50.41it/s]
Requesting API:  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 379/500 [00:10<00:02, 54.69it/s]
Requesting API:  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 385/500 [00:10<00:02, 43.54it/s]
Requesting API:  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 393/500 [00:10<00:02, 50.73it/s]
Requesting API:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 401/500 [00:10<00:01, 55.36it/s]
Requesting API:  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 407/500 [00:10<00:01, 54.74it/s]
Requesting API:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 413/500 [00:10<00:01, 50.49it/s]
Requesting API:  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 422/500 [00:10<00:01, 58.09it/s]
Requesting API:  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 429/500 [00:11<00:01, 56.59it/s]
Requesting API:  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 435/500 [00:11<00:01, 51.23it/s]
Requesting API:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 441/500 [00:11<00:01, 52.39it/s]
Requesting API:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 451/500 [00:11<00:00, 63.61it/s]
Requesting API:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 458/500 [00:11<00:00, 59.41it/s]
Requesting API:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 465/500 [00:11<00:00, 58.87it/s]
Requesting API:  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 472/500 [00:11<00:00, 59.08it/s]
Requesting API:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 479/500 [00:11<00:00, 61.67it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 488/500 [00:12<00:00, 66.82it/s]
Requesting API:  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 495/500 [00:12<00:00, 27.23it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 500/500 [00:15<00:00, 33.31it/s]
2026-08-10:14:02:46 INFO     [loggers.evaluation_tracker:247] Saving results aggregated
2026-08-10:14:02:46 INFO     [loggers.evaluation_tracker:119] Saving per-task samples to outputs/evals/redo_policy/offpolicy_step0100/student/*.jsonl
local-completions ({'model': 'student', 'base_url': 'http://127.0.0.1:8491/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-math-keep50/step0100', '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   |↑  |0.1951|Β±  |0.0310|
|mbpp     |      1|none       |     3|pass_at_1|↑  |0.1420|Β±  |0.0156|