2026-08-10T13:47:58-07:00 serving outputs/release/healed/release-offpolicy-math-keep50/step0100 on GPU 1 port 8491 (pp=1 think=template-default)
2026-08-10T13:47:58-07:00 waiting for server /health ...
2026-08-10T13:48:48-07:00 server up; chat pass [gsm8k_cot_zeroshot,gsm8k_cot,minerva_math500,ifeval]
2026-08-10:13:48:55 INFO     [_cli.run:388] Selected Tasks: ['gsm8k_cot_zeroshot', 'gsm8k_cot', 'minerva_math500', 'ifeval']
2026-08-10:13:48:56 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
2026-08-10:13:48:56 WARNING  [evaluator:226] generation_kwargs: {'max_gen_toks': 1280} specified through cli, these settings will update set parameters in yaml tasks. Ensure 'do_sample=True' for non-greedy decoding!
2026-08-10:13:48:56 INFO     [evaluator:239] Initializing local-chat-completions model, with arguments: {'model': 'student', 'base_url': 'http://127.0.0.1:8491/v1/chat/completions', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}
2026-08-10:13:48:56 INFO     [models.api_models:179] Using max length 2048 - 1
2026-08-10:13:48:56 INFO     [models.api_models:200] Using tokenizer None
2026-08-10:13:49:02 INFO     [evaluator_utils:446] Selected tasks:
2026-08-10:13:49:02 INFO     [evaluator_utils:480] Task: gsm8k_cot (gsm8k/gsm8k-cot.yaml)
2026-08-10:13:49:02 INFO     [evaluator_utils:480] Task: gsm8k_cot_zeroshot (gsm8k/gsm8k-cot-zeroshot.yaml)
2026-08-10:13:49:02 INFO     [evaluator_utils:480] Task: ifeval (ifeval/ifeval.yaml)
2026-08-10:13:49:02 INFO     [evaluator_utils:480] Task: minerva_math500 (minerva_math/minerva_math500.yaml)
2026-08-10:13:49:02 INFO     [evaluator:314] gsm8k_cot_zeroshot: Using gen_kwargs: {'until': ['Q:', '</s>', '<|im_end|>'], 'do_sample': False, 'max_gen_toks': 1280}
2026-08-10:13:49:02 INFO     [evaluator:314] gsm8k_cot: Using gen_kwargs: {'do_sample': False, 'until': ['Q:', '</s>', '<|im_end|>'], 'max_gen_toks': 1280}
2026-08-10:13:49:02 INFO     [evaluator:314] minerva_math500: Using gen_kwargs: {'until': ['Problem:'], 'do_sample': False, 'temperature': 0.0, 'max_gen_toks': 1280}
2026-08-10:13:49:02 INFO     [evaluator:314] ifeval: Using gen_kwargs: {'until': [], 'do_sample': False, 'temperature': 0.0, 'max_gen_toks': 1280}
2026-08-10:13:49:02 INFO     [api.task:312] Building contexts for gsm8k_cot_zeroshot on rank 0...

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2026-08-10:13:49:03 INFO     [api.task:312] Building contexts for gsm8k_cot on rank 0...

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2026-08-10:13:49:17 INFO     [evaluator:585] Running generate_until requests
2026-08-10:13:49:17 INFO     [models.api_models:747] Tokenized requests are disabled. Context + generation length is not checked.

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2026-08-10:13:56:07 INFO     [loggers.evaluation_tracker:247] Saving results aggregated
2026-08-10:13:56:07 INFO     [loggers.evaluation_tracker:119] Saving per-task samples to outputs/evals/redo_policy/offpolicy_step0100/student/*.jsonl
local-chat-completions ({'model': 'student', 'base_url': 'http://127.0.0.1:8491/v1/chat/completions', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}), gen_kwargs: ({'max_gen_toks': 1280}), limit: None, num_fewshot: None, batch_size: 1
|      Tasks       |Version|     Filter     |n-shot|        Metric         |   |Value |   |Stderr|
|------------------|------:|----------------|-----:|-----------------------|---|-----:|---|------|
|gsm8k_cot         |      3|flexible-extract|     8|exact_match            |↑  |0.6399|±  |0.0132|
|                  |       |strict-match    |     8|exact_match            |↑  |0.6285|±  |0.0133|
|gsm8k_cot_zeroshot|      3|flexible-extract|     0|exact_match            |↑  |0.6126|±  |0.0134|
|                  |       |strict-match    |     0|exact_match            |↑  |0.0000|±  |     0|
|ifeval            |      4|none            |     0|inst_level_loose_acc   |↑  |0.5264|±  |   N/A|
|                  |       |none            |     0|inst_level_strict_acc  |↑  |0.4904|±  |   N/A|
|                  |       |none            |     0|prompt_level_loose_acc |↑  |0.4196|±  |0.0212|
|                  |       |none            |     0|prompt_level_strict_acc|↑  |0.3882|±  |0.0210|
|minerva_math500   |      3|none            |     4|exact_match            |↑  |0.1380|±  |0.0154|
|                  |       |none            |     4|math_verify            |↑  |0.2080|±  |0.0182|

2026-08-10T13:56:09-07:00 code pass [humaneval,mbpp] via /v1/completions (function-continuation)
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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2026-08-10:13:56:28 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.

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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|±  |0.0310|
|mbpp     |      1|none       |     3|pass_at_1|↑  |0.1420|±  |0.0156|

2026-08-10T14:02:48-07:00 lm_eval exit=0 -> outputs/evals/redo_policy/offpolicy_step0100