| 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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| 2026-08-10:13:49:16 INFO [api.task:312] Building contexts for minerva_math500 on rank 0... |
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| 2026-08-10:13:49:17 INFO [api.task:312] Building contexts for ifeval 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 |
|
|
