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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...
0%| | 0/164 [00:00<?, ?it/s] 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 145/164 [00:00<00:00, 1444.89it/s] 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 164/164 [00:00<00:00, 1476.50it/s]
2026-08-08:22:22:26 INFO [api.task:312] Building contexts for mbpp on rank 0...
0%| | 0/500 [00:00<?, ?it/s] 3%|β–Ž | 17/500 [00:00<00:02, 162.52it/s] 7%|β–‹ | 34/500 [00:00<00:02, 163.57it/s] 10%|β–ˆ | 51/500 [00:00<00:02, 163.84it/s] 14%|β–ˆβ–Ž | 68/500 [00:00<00:02, 163.63it/s] 17%|β–ˆβ–‹ | 85/500 [00:00<00:02, 163.54it/s] 20%|β–ˆβ–ˆ | 102/500 [00:00<00:02, 163.70it/s] 24%|β–ˆβ–ˆβ– | 119/500 [00:00<00:02, 163.63it/s] 27%|β–ˆβ–ˆβ–‹ | 136/500 [00:00<00:02, 164.21it/s] 31%|β–ˆβ–ˆβ–ˆ | 153/500 [00:00<00:02, 164.55it/s] 34%|β–ˆβ–ˆβ–ˆβ– | 170/500 [00:01<00:02, 164.83it/s] 37%|β–ˆβ–ˆβ–ˆβ–‹ | 187/500 [00:01<00:01, 164.74it/s] 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 204/500 [00:01<00:01, 165.03it/s] 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 221/500 [00:01<00:01, 165.10it/s] 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 238/500 [00:01<00:01, 164.55it/s] 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 255/500 [00:01<00:01, 164.65it/s] 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 272/500 [00:01<00:01, 164.82it/s] 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 289/500 [00:01<00:01, 164.92it/s] 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 306/500 [00:01<00:01, 164.88it/s] 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 323/500 [00:01<00:01, 165.02it/s] 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 340/500 [00:02<00:00, 165.10it/s] 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 357/500 [00:02<00:00, 165.14it/s] 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 374/500 [00:02<00:00, 165.25it/s] 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 391/500 [00:02<00:00, 165.28it/s] 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 408/500 [00:02<00:00, 165.39it/s] 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 425/500 [00:02<00:00, 165.71it/s] 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 442/500 [00:02<00:00, 166.16it/s] 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 459/500 [00:02<00:00, 165.99it/s] 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 476/500 [00:02<00:00, 165.78it/s] 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] Requesting API: 1%| | 1/164 [00:00<02:39, 1.02it/s] Requesting API: 6%|β–Œ | 10/164 [00:01<00:15, 10.22it/s] Requesting API: 8%|β–Š | 13/164 [00:01<00:13, 11.53it/s] Requesting API: 9%|β–‰ | 15/164 [00:01<00:12, 12.36it/s] Requesting API: 11%|β–ˆ | 18/164 [00:01<00:10, 14.46it/s] Requesting API: 13%|β–ˆβ–Ž | 22/164 [00:01<00:07, 17.82it/s] Requesting API: 15%|β–ˆβ–Œ | 25/164 [00:01<00:07, 19.18it/s] Requesting API: 17%|β–ˆβ–‹ | 28/164 [00:02<00:06, 20.93it/s] Requesting API: 19%|β–ˆβ–‰ | 31/164 [00:02<00:06, 20.30it/s] Requesting API: 22%|β–ˆβ–ˆβ– | 36/164 [00:02<00:05, 24.13it/s] Requesting API: 24%|β–ˆβ–ˆβ– | 39/164 [00:02<00:06, 20.50it/s] Requesting API: 26%|β–ˆβ–ˆβ–Œ | 43/164 [00:02<00:05, 23.89it/s] Requesting API: 30%|β–ˆβ–ˆβ–‰ | 49/164 [00:02<00:03, 29.63it/s] Requesting API: 34%|β–ˆβ–ˆβ–ˆβ–Ž | 55/164 [00:02<00:03, 32.73it/s] Requesting API: 38%|β–ˆβ–ˆβ–ˆβ–Š | 62/164 [00:03<00:02, 38.54it/s] Requesting API: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 67/164 [00:03<00:02, 39.48it/s] Requesting API: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 72/164 [00:03<00:02, 34.72it/s] 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] Requesting API: 0%| | 1/500 [00:01<09:28, 1.14s/it] Requesting API: 1%| | 4/500 [00:01<02:01, 4.07it/s] Requesting API: 2%|▏ | 8/500 [00:01<00:56, 8.65it/s] Requesting API: 4%|β–Ž | 18/500 [00:01<00:23, 20.83it/s] Requesting API: 4%|▍ | 22/500 [00:01<00:20, 22.95it/s] Requesting API: 5%|β–Œ | 27/500 [00:01<00:21, 22.22it/s] Requesting API: 6%|β–Œ | 31/500 [00:02<00:21, 21.86it/s] 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] Requesting API: 18%|β–ˆβ–Š | 88/500 [00:03<00:13, 30.24it/s] Requesting API: 18%|β–ˆβ–Š | 92/500 [00:03<00:13, 29.65it/s] Requesting API: 20%|β–ˆβ–‰ | 98/500 [00:03<00:12, 33.22it/s] Requesting API: 21%|β–ˆβ–ˆβ– | 107/500 [00:04<00:09, 43.23it/s] 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] Requesting API: 30%|β–ˆβ–ˆβ–ˆ | 150/500 [00:05<00:14, 24.77it/s] Requesting API: 32%|β–ˆβ–ˆβ–ˆβ– | 159/500 [00:05<00:10, 33.90it/s] Requesting API: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 164/500 [00:06<00:10, 31.40it/s] 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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|