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2026-08-08:22:08:16 INFO     [_cli.run:388] Selected Tasks: ['humaneval', 'mbpp']
2026-08-08:22:08:17 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
2026-08-08:22:08:17 INFO     [evaluator:239] Initializing local-completions model, with arguments: {'model': 'student', 'base_url': 'http://127.0.0.1:8462/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-general-keep50/step0150', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}
2026-08-08:22:08:17 INFO     [models.openai_completions:42] Remote tokenizer not supported. Using huggingface tokenizer backend.
2026-08-08:22:08:17 INFO     [models.api_models:179] Using max length 2048 - 1
2026-08-08:22:08:17 INFO     [models.api_models:200] Using tokenizer huggingface
2026-08-08:22:08:24 INFO     [evaluator_utils:446] Selected tasks:
2026-08-08:22:08:24 INFO     [evaluator_utils:480] Task: humaneval (humaneval/humaneval.yaml)
2026-08-08:22:08:24 INFO     [evaluator_utils:480] Task: mbpp (mbpp/mbpp.yaml)
2026-08-08:22:08:24 INFO     [evaluator:314] humaneval: Using gen_kwargs: {'until': ['\nclass', '\ndef', '\n#', '\nif', '\nprint'], 'max_gen_toks': 1024, 'do_sample': False}
2026-08-08:22:08:24 INFO     [evaluator:314] mbpp: Using gen_kwargs: {'until': ['[DONE]'], 'do_sample': False}
2026-08-08:22:08:24 INFO     [api.task:312] Building contexts for humaneval on rank 0...

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2026-08-08:22:08:25 INFO     [api.task:312] Building contexts for mbpp on rank 0...

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 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 456/500 [00:02<00:00, 161.19it/s]
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 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 490/500 [00:03<00:00, 160.07it/s]
100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 500/500 [00:03<00:00, 160.81it/s]
2026-08-08:22:08:28 INFO     [evaluator:585] Running generate_until requests
2026-08-08:22:08:28 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:  16%|β–ˆβ–‹        | 27/164 [00:01<00:05, 24.22it/s]
Requesting API:  19%|β–ˆβ–‰        | 31/164 [00:02<00:05, 22.98it/s]
Requesting API:  23%|β–ˆβ–ˆβ–Ž       | 37/164 [00:02<00:04, 28.45it/s]
Requesting API:  26%|β–ˆβ–ˆβ–Œ       | 42/164 [00:02<00:03, 30.95it/s]
Requesting API:  28%|β–ˆβ–ˆβ–Š       | 46/164 [00:02<00:03, 30.13it/s]
Requesting API:  34%|β–ˆβ–ˆβ–ˆβ–      | 56/164 [00:02<00:02, 42.68it/s]
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Requesting API:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 71/164 [00:03<00:02, 37.63it/s]
Requesting API:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 76/164 [00:03<00:02, 37.97it/s]
Requesting API:  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 83/164 [00:03<00:01, 42.59it/s]
Requesting API:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 92/164 [00:03<00:01, 50.53it/s]
Requesting API:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 99/164 [00:03<00:01, 47.97it/s]
Requesting API:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 104/164 [00:03<00:01, 46.58it/s]
Requesting API:  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 110/164 [00:03<00:01, 49.44it/s]
Requesting API:  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 120/164 [00:03<00:00, 59.44it/s]
Requesting API:  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 127/164 [00:04<00:00, 61.03it/s]
Requesting API:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 136/164 [00:04<00:00, 68.27it/s]
Requesting API:  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 143/164 [00:04<00:00, 53.96it/s]
Requesting API:  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 149/164 [00:04<00:00, 48.88it/s]
Requesting API:  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 155/164 [00:04<00:00, 44.67it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 160/164 [00:05<00:00, 21.10it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 160/164 [00:16<00:00, 21.10it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 164/164 [00:18<00:00,  1.38it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 164/164 [00:18<00:00,  9.10it/s]

Requesting API:   0%|          | 0/500 [00:00<?, ?it/s]
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Requesting API:   1%|          | 3/500 [00:01<02:26,  3.38it/s]
Requesting API:   2%|▏         | 12/500 [00:01<00:30, 16.24it/s]
Requesting API:   4%|β–Ž         | 18/500 [00:01<00:22, 21.53it/s]
Requesting API:   5%|▍         | 23/500 [00:01<00:23, 20.35it/s]
Requesting API:   6%|β–Œ         | 28/500 [00:01<00:18, 25.20it/s]
Requesting API:   6%|β–‹         | 32/500 [00:01<00:16, 27.97it/s]
Requesting API:   8%|β–Š         | 38/500 [00:01<00:14, 31.91it/s]
Requesting API:   9%|β–‰         | 44/500 [00:02<00:12, 36.65it/s]
Requesting API:  10%|β–‰         | 49/500 [00:02<00:13, 34.18it/s]
Requesting API:  11%|β–ˆ         | 53/500 [00:02<00:14, 29.84it/s]
Requesting API:  12%|β–ˆβ–        | 59/500 [00:02<00:13, 33.25it/s]
Requesting API:  13%|β–ˆβ–Ž        | 64/500 [00:02<00:11, 36.57it/s]
Requesting API:  14%|β–ˆβ–Ž        | 68/500 [00:02<00:11, 37.15it/s]
Requesting API:  15%|β–ˆβ–Œ        | 76/500 [00:03<00:10, 38.99it/s]
Requesting API:  16%|β–ˆβ–Œ        | 81/500 [00:03<00:10, 39.85it/s]
Requesting API:  17%|β–ˆβ–‹        | 86/500 [00:03<00:10, 39.88it/s]
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Requesting API:  22%|β–ˆβ–ˆβ–       | 111/500 [00:03<00:09, 41.78it/s]
Requesting API:  23%|β–ˆβ–ˆβ–Ž       | 116/500 [00:03<00:09, 39.10it/s]
Requesting API:  24%|β–ˆβ–ˆβ–       | 120/500 [00:04<00:11, 32.11it/s]
Requesting API:  25%|β–ˆβ–ˆβ–Œ       | 126/500 [00:04<00:10, 36.67it/s]
Requesting API:  26%|β–ˆβ–ˆβ–Œ       | 131/500 [00:04<00:09, 39.72it/s]
Requesting API:  27%|β–ˆβ–ˆβ–‹       | 136/500 [00:04<00:10, 34.34it/s]
Requesting API:  28%|β–ˆβ–ˆβ–Š       | 141/500 [00:04<00:10, 34.63it/s]
Requesting API:  29%|β–ˆβ–ˆβ–‰       | 145/500 [00:04<00:12, 29.46it/s]
Requesting API:  30%|β–ˆβ–ˆβ–ˆ       | 150/500 [00:05<00:10, 32.05it/s]
Requesting API:  31%|β–ˆβ–ˆβ–ˆ       | 155/500 [00:05<00:10, 34.14it/s]
Requesting API:  32%|β–ˆβ–ˆβ–ˆβ–      | 162/500 [00:05<00:08, 41.05it/s]
Requesting API:  33%|β–ˆβ–ˆβ–ˆβ–Ž      | 167/500 [00:05<00:08, 37.92it/s]
Requesting API:  34%|β–ˆβ–ˆβ–ˆβ–      | 171/500 [00:05<00:08, 37.33it/s]
Requesting API:  35%|β–ˆβ–ˆβ–ˆβ–Œ      | 176/500 [00:05<00:08, 40.07it/s]
Requesting API:  36%|β–ˆβ–ˆβ–ˆβ–Œ      | 181/500 [00:05<00:10, 31.58it/s]
Requesting API:  37%|β–ˆβ–ˆβ–ˆβ–‹      | 185/500 [00:06<00:10, 29.27it/s]
Requesting API:  39%|β–ˆβ–ˆβ–ˆβ–Š      | 193/500 [00:06<00:09, 33.53it/s]
Requesting API:  39%|β–ˆβ–ˆβ–ˆβ–‰      | 197/500 [00:06<00:08, 33.80it/s]
Requesting API:  40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 201/500 [00:06<00:08, 34.27it/s]
Requesting API:  41%|β–ˆβ–ˆβ–ˆβ–ˆ      | 205/500 [00:06<00:08, 33.45it/s]
Requesting API:  42%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 210/500 [00:06<00:08, 34.48it/s]
Requesting API:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 214/500 [00:06<00:08, 34.40it/s]
Requesting API:  44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 218/500 [00:06<00:08, 34.73it/s]
Requesting API:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 224/500 [00:07<00:07, 38.92it/s]
Requesting API:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 228/500 [00:07<00:07, 36.66it/s]
Requesting API:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 232/500 [00:07<00:07, 36.03it/s]
Requesting API:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 236/500 [00:07<00:07, 34.23it/s]
Requesting API:  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 242/500 [00:07<00:06, 39.04it/s]
Requesting API:  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 246/500 [00:07<00:06, 37.94it/s]
Requesting API:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 252/500 [00:07<00:05, 41.58it/s]
Requesting API:  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 257/500 [00:08<00:07, 33.62it/s]
Requesting API:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 263/500 [00:08<00:06, 38.31it/s]
Requesting API:  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 268/500 [00:08<00:05, 39.72it/s]
Requesting API:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 273/500 [00:08<00:06, 35.40it/s]
Requesting API:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 277/500 [00:08<00:06, 35.13it/s]
Requesting API:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 283/500 [00:08<00:05, 38.12it/s]
Requesting API:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 287/500 [00:08<00:06, 35.04it/s]
Requesting API:  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 291/500 [00:08<00:06, 32.38it/s]
Requesting API:  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 296/500 [00:09<00:06, 32.83it/s]
Requesting API:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 301/500 [00:09<00:05, 36.31it/s]
Requesting API:  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 306/500 [00:09<00:05, 38.57it/s]
Requesting API:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 314/500 [00:09<00:04, 43.89it/s]
Requesting API:  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 319/500 [00:09<00:04, 44.32it/s]
Requesting API:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 324/500 [00:09<00:03, 44.44it/s]
Requesting API:  66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 329/500 [00:09<00:03, 44.84it/s]
Requesting API:  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 334/500 [00:10<00:04, 33.46it/s]
Requesting API:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 339/500 [00:10<00:04, 36.04it/s]
Requesting API:  69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 347/500 [00:10<00:03, 44.68it/s]
Requesting API:  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 354/500 [00:10<00:02, 50.21it/s]
Requesting API:  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 360/500 [00:10<00:03, 44.08it/s]
Requesting API:  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 365/500 [00:10<00:03, 42.80it/s]
Requesting API:  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 370/500 [00:10<00:03, 42.01it/s]
Requesting API:  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 376/500 [00:10<00:02, 44.83it/s]
Requesting API:  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 381/500 [00:11<00:02, 43.44it/s]
Requesting API:  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 389/500 [00:11<00:02, 49.22it/s]
Requesting API:  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 394/500 [00:11<00:02, 48.02it/s]
Requesting API:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 399/500 [00:11<00:02, 43.58it/s]
Requesting API:  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 406/500 [00:11<00:02, 46.55it/s]
Requesting API:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 417/500 [00:11<00:01, 59.51it/s]
Requesting API:  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 424/500 [00:11<00:01, 45.41it/s]
Requesting API:  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 431/500 [00:12<00:01, 47.80it/s]
Requesting API:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 438/500 [00:12<00:01, 51.33it/s]
Requesting API:  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 444/500 [00:12<00:01, 49.94it/s]
Requesting API:  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 453/500 [00:12<00:00, 57.26it/s]
Requesting API:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 460/500 [00:12<00:00, 54.71it/s]
Requesting API:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 466/500 [00:12<00:00, 53.68it/s]
Requesting API:  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 477/500 [00:12<00:00, 65.74it/s]
Requesting API:  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 484/500 [00:12<00:00, 64.44it/s]
Requesting API:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 491/500 [00:13<00:00, 34.93it/s]
Requesting API:  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 497/500 [00:14<00:00, 19.90it/s]
Requesting API: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 500/500 [00:15<00:00, 31.52it/s]
2026-08-08:22:13:56 INFO     [loggers.evaluation_tracker:247] Saving results aggregated
2026-08-08:22:13:56 INFO     [loggers.evaluation_tracker:119] Saving per-task samples to outputs/evals/release/general-keep50-step0150/student/*.jsonl
local-completions ({'model': 'student', 'base_url': 'http://127.0.0.1:8462/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-general-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   |↑  |0.2683|Β±  |0.0347|
|mbpp     |      1|none       |     3|pass_at_1|↑  |0.2400|Β±  |0.0191|