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2026-08-08T22:01:57-07:00 serving outputs/release/healed/release-offpolicy-math-keep50/step0150 on GPU 1 port 8461 (pp=1 think=template-default)
2026-08-08T22:01:57-07:00 waiting for server /health ...
2026-08-08T22:02:32-07:00 server up; chat pass [gsm8k_cot_zeroshot,minerva_math500,ifeval]
2026-08-08:22:02:39 INFO [_cli.run:388] Selected Tasks: ['gsm8k_cot_zeroshot', 'minerva_math500', 'ifeval']
2026-08-08:22:02:41 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
2026-08-08:22:02:41 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!
2026-08-08:22:02:41 INFO [evaluator:239] Initializing local-chat-completions model, with arguments: {'model': 'student', 'base_url': 'http://127.0.0.1:8461/v1/chat/completions', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}
2026-08-08:22:02:41 INFO [models.api_models:179] Using max length 2048 - 1
2026-08-08:22:02:41 INFO [models.api_models:200] Using tokenizer None
2026-08-08:22:02:46 INFO [evaluator_utils:446] Selected tasks:
2026-08-08:22:02:46 INFO [evaluator_utils:480] Task: gsm8k_cot_zeroshot (gsm8k/gsm8k-cot-zeroshot.yaml)
2026-08-08:22:02:46 INFO [evaluator_utils:480] Task: ifeval (ifeval/ifeval.yaml)
2026-08-08:22:02:46 INFO [evaluator_utils:480] Task: minerva_math500 (minerva_math/minerva_math500.yaml)
2026-08-08:22:02:46 INFO [evaluator:314] gsm8k_cot_zeroshot: Using gen_kwargs: {'until': ['Q:', '</s>', '<|im_end|>'], 'do_sample': False, 'max_gen_toks': 1280}
2026-08-08:22:02:46 INFO [evaluator:314] minerva_math500: Using gen_kwargs: {'until': ['Problem:'], 'do_sample': False, 'temperature': 0.0, 'max_gen_toks': 1280}
2026-08-08:22:02:46 INFO [evaluator:314] ifeval: Using gen_kwargs: {'until': [], 'do_sample': False, 'temperature': 0.0, 'max_gen_toks': 1280}
2026-08-08:22:02:46 INFO [api.task:312] Building contexts for gsm8k_cot_zeroshot on rank 0...
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2026-08-08:22:02:46 INFO [api.task:312] Building contexts for minerva_math500 on rank 0...
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2026-08-08:22:02:48 INFO [api.task:312] Building contexts for ifeval on rank 0...
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2026-08-08:22:02:48 INFO [evaluator:585] Running generate_until requests
2026-08-08:22:02:48 INFO [models.api_models:747] Tokenized requests are disabled. Context + generation length is not checked.
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2026-08-08:22:08:18 INFO [loggers.evaluation_tracker:247] Saving results aggregated
2026-08-08:22:08:18 INFO [loggers.evaluation_tracker:119] Saving per-task samples to outputs/evals/release/math-keep50-step0150/student/*.jsonl
local-chat-completions ({'model': 'student', 'base_url': 'http://127.0.0.1:8461/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_zeroshot| 3|flexible-extract| 0|exact_match |↑ |0.6058|± |0.0135|
| | |strict-match | 0|exact_match |↑ |0.0000|± | 0|
|ifeval | 4|none | 0|inst_level_loose_acc |↑ |0.5276|± | N/A|
| | |none | 0|inst_level_strict_acc |↑ |0.4892|± | N/A|
| | |none | 0|prompt_level_loose_acc |↑ |0.4104|± |0.0212|
| | |none | 0|prompt_level_strict_acc|↑ |0.3789|± |0.0209|
|minerva_math500 | 3|none | 4|exact_match |↑ |0.1420|± |0.0156|
| | |none | 4|math_verify |↑ |0.2100|± |0.0182|
2026-08-08T22:08:19-07:00 code pass [humaneval,mbpp] via /v1/completions (function-continuation)
2026-08-08:22:08:27 INFO [_cli.run:388] Selected Tasks: ['humaneval', 'mbpp']
2026-08-08:22:08:28 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
2026-08-08:22:08:28 INFO [evaluator:239] Initializing local-completions model, with arguments: {'model': 'student', 'base_url': 'http://127.0.0.1:8461/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-math-keep50/step0150', 'num_concurrent': 48, 'tokenized_requests': False, 'max_retries': 3}
2026-08-08:22:08:28 INFO [models.openai_completions:42] Remote tokenizer not supported. Using huggingface tokenizer backend.
2026-08-08:22:08:28 INFO [models.api_models:179] Using max length 2048 - 1
2026-08-08:22:08:28 INFO [models.api_models:200] Using tokenizer huggingface
2026-08-08:22:08:41 INFO [evaluator_utils:446] Selected tasks:
2026-08-08:22:08:41 INFO [evaluator_utils:480] Task: humaneval (humaneval/humaneval.yaml)
2026-08-08:22:08:41 INFO [evaluator_utils:480] Task: mbpp (mbpp/mbpp.yaml)
2026-08-08:22:08:41 INFO [evaluator:314] humaneval: Using gen_kwargs: {'until': ['\nclass', '\ndef', '\n#', '\nif', '\nprint'], 'max_gen_toks': 1024, 'do_sample': False}
2026-08-08:22:08:41 INFO [evaluator:314] mbpp: Using gen_kwargs: {'until': ['[DONE]'], 'do_sample': False}
2026-08-08:22:08:41 INFO [api.task:312] Building contexts for humaneval on rank 0...
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2026-08-08:22:08:41 INFO [api.task:312] Building contexts for mbpp on rank 0...
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2026-08-08:22:08:44 INFO [evaluator:585] Running generate_until requests
2026-08-08:22:08:44 INFO [models.api_models:747] Tokenized requests are disabled. Context + generation length is not checked.
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2026-08-08:22:14:13 INFO [loggers.evaluation_tracker:247] Saving results aggregated
2026-08-08:22:14:13 INFO [loggers.evaluation_tracker:119] Saving per-task samples to outputs/evals/release/math-keep50-step0150/student/*.jsonl
local-completions ({'model': 'student', 'base_url': 'http://127.0.0.1:8461/v1/completions', 'tokenizer': 'outputs/release/healed/release-offpolicy-math-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 |↑ |0.189|± |0.0307|
|mbpp | 1|none | 3|pass_at_1|↑ |0.150|± |0.0160|
2026-08-08T22:14:14-07:00 lm_eval exit=0 -> outputs/evals/release/math-keep50-step0150