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emberforge-3b-reasoner/benchmarks/lm-eval-2026-02-24/run_v3.log
ModelHub XC 7c36fbd792 初始化项目，由ModelHub XC社区提供模型 
Model: strykes/emberforge-3b-reasoner
Source: Original Platform
2026-05-30 19:09:18 +08:00

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2026-02-23:22:20:49,920 INFO [__main__.py:279] Verbosity set to INFO
2026-02-23:22:20:56,465 INFO [__main__.py:376] Selected Tasks: ['arc_challenge', 'boolq', 'gsm8k', 'hellaswag', 'mmlu', 'piqa', 'truthfulqa_mc2', 'winogrande']
2026-02-23:22:20:56,466 INFO [evaluator.py:164] Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234 | Setting fewshot manual seed to 1234
2026-02-23:22:20:56,466 INFO [evaluator.py:201] Initializing hf model, with arguments: {'pretrained': 'strykes/emberforge-3b-reasoner', 'trust_remote_code': True, 'dtype': 'float16'}
2026-02-23:22:20:56,650 INFO [huggingface.py:132] Using device 'cuda:0'
2026-02-23:22:20:59,192 INFO [huggingface.py:369] Model parallel was set to False, max memory was not set, and device map was set to {'': 'cuda:0'}
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2026-02-23:22:23:41,927 WARNING [task.py:800] [Task: boolq] metric acc is defined, but aggregation is not. using default aggregation=mean
2026-02-23:22:23:41,927 WARNING [task.py:812] [Task: boolq] metric acc is defined, but higher_is_better is not. using default higher_is_better=True
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2026-02-23:22:26:23,119 INFO [task.py:415] Building contexts for mmlu_high_school_biology on rank 0...
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2026-02-23:22:26:25,541 INFO [task.py:415] Building contexts for mmlu_management on rank 0...
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2026-02-23:22:26:26,868 INFO [task.py:415] Building contexts for mmlu_nutrition on rank 0...
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2026-02-23:22:26:28,111 INFO [task.py:415] Building contexts for mmlu_high_school_geography on rank 0...
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2026-02-23:22:26:29,218 INFO [task.py:415] Building contexts for mmlu_high_school_psychology on rank 0...
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2026-02-23:22:36:04,335 INFO [evaluator.py:496] Running generate_until requests
Passed argument batch_size = auto:1. Detecting largest batch size
Determined largest batch size: 8
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fatal: not a git repository (or any of the parent directories): .git
2026-02-24:00:06:21,470 INFO [evaluation_tracker.py:206] Saving results aggregated
Passed argument batch_size = auto. Detecting largest batch size
Determined Largest batch size: 1
hf (pretrained=strykes/emberforge-3b-reasoner,trust_remote_code=True,dtype=float16), gen_kwargs: (None), limit: None, num_fewshot: None, batch_size: auto (8)
| Tasks |Version| Filter |n-shot| Metric | |Value | |Stderr|
|---------------------------------------|------:|----------------|-----:|-----------|---|-----:|---|-----:|
|arc_challenge | 1|none | 0|acc |↑ |0.2875|± |0.0132|
| | |none | 0|acc_norm |↑ |0.3174|± |0.0136|
|boolq | 2|none | 0|acc |↑ |0.7437|± |0.0076|
|gsm8k | 3|flexible-extract| 5|exact_match|↑ |0.6240|± |0.0133|
| | |strict-match | 5|exact_match|↑ |0.6202|± |0.0134|
|hellaswag | 1|none | 0|acc |↑ |0.4292|± |0.0049|
| | |none | 0|acc_norm |↑ |0.5607|± |0.0050|
|mmlu | 2|none | |acc |↑ |0.5998|± |0.0040|
| - humanities | 2|none | |acc |↑ |0.5301|± |0.0068|
| - formal_logic | 1|none | 0|acc |↑ |0.5000|± |0.0447|
| - high_school_european_history | 1|none | 0|acc |↑ |0.7697|± |0.0329|
| - high_school_us_history | 1|none | 0|acc |↑ |0.7157|± |0.0317|
| - high_school_world_history | 1|none | 0|acc |↑ |0.7975|± |0.0262|
| - international_law | 1|none | 0|acc |↑ |0.7851|± |0.0375|
| - jurisprudence | 1|none | 0|acc |↑ |0.7222|± |0.0433|
| - logical_fallacies | 1|none | 0|acc |↑ |0.6933|± |0.0362|
| - moral_disputes | 1|none | 0|acc |↑ |0.5954|± |0.0264|
| - moral_scenarios | 1|none | 0|acc |↑ |0.2447|± |0.0144|
| - philosophy | 1|none | 0|acc |↑ |0.6559|± |0.0270|
| - prehistory | 1|none | 0|acc |↑ |0.6265|± |0.0269|
| - professional_law | 1|none | 0|acc |↑ |0.4746|± |0.0128|
| - world_religions | 1|none | 0|acc |↑ |0.7193|± |0.0345|
| - other | 2|none | |acc |↑ |0.6270|± |0.0085|
| - business_ethics | 1|none | 0|acc |↑ |0.6200|± |0.0488|
| - clinical_knowledge | 1|none | 0|acc |↑ |0.6415|± |0.0295|
| - college_medicine | 1|none | 0|acc |↑ |0.5954|± |0.0374|
| - global_facts | 1|none | 0|acc |↑ |0.3300|± |0.0473|
| - human_aging | 1|none | 0|acc |↑ |0.6009|± |0.0329|
| - management | 1|none | 0|acc |↑ |0.6893|± |0.0458|
| - marketing | 1|none | 0|acc |↑ |0.8034|± |0.0260|
| - medical_genetics | 1|none | 0|acc |↑ |0.6900|± |0.0465|
| - miscellaneous | 1|none | 0|acc |↑ |0.6718|± |0.0168|
| - nutrition | 1|none | 0|acc |↑ |0.6765|± |0.0268|
| - professional_accounting | 1|none | 0|acc |↑ |0.4397|± |0.0296|
| - professional_medicine | 1|none | 0|acc |↑ |0.6838|± |0.0282|
| - virology | 1|none | 0|acc |↑ |0.4518|± |0.0387|
| - social sciences | 2|none | |acc |↑ |0.6906|± |0.0081|
| - econometrics | 1|none | 0|acc |↑ |0.3596|± |0.0451|
| - high_school_geography | 1|none | 0|acc |↑ |0.7273|± |0.0317|
| - high_school_government_and_politics| 1|none | 0|acc |↑ |0.7461|± |0.0314|
| - high_school_macroeconomics | 1|none | 0|acc |↑ |0.6436|± |0.0243|
| - high_school_microeconomics | 1|none | 0|acc |↑ |0.7773|± |0.0270|
| - high_school_psychology | 1|none | 0|acc |↑ |0.8000|± |0.0171|
| - human_sexuality | 1|none | 0|acc |↑ |0.6947|± |0.0404|
| - professional_psychology | 1|none | 0|acc |↑ |0.5915|± |0.0199|
| - public_relations | 1|none | 0|acc |↑ |0.6000|± |0.0469|
| - security_studies | 1|none | 0|acc |↑ |0.7020|± |0.0293|
| - sociology | 1|none | 0|acc |↑ |0.7711|± |0.0297|
| - us_foreign_policy | 1|none | 0|acc |↑ |0.7800|± |0.0416|
| - stem | 2|none | |acc |↑ |0.5883|± |0.0086|
| - abstract_algebra | 1|none | 0|acc |↑ |0.4300|± |0.0498|
| - anatomy | 1|none | 0|acc |↑ |0.6074|± |0.0422|
| - astronomy | 1|none | 0|acc |↑ |0.6974|± |0.0374|
| - college_biology | 1|none | 0|acc |↑ |0.8264|± |0.0317|
| - college_chemistry | 1|none | 0|acc |↑ |0.5300|± |0.0502|
| - college_computer_science | 1|none | 0|acc |↑ |0.5400|± |0.0501|
| - college_mathematics | 1|none | 0|acc |↑ |0.5000|± |0.0503|
| - college_physics | 1|none | 0|acc |↑ |0.5000|± |0.0498|
| - computer_security | 1|none | 0|acc |↑ |0.6800|± |0.0469|
| - conceptual_physics | 1|none | 0|acc |↑ |0.5872|± |0.0322|
| - electrical_engineering | 1|none | 0|acc |↑ |0.6414|± |0.0400|
| - elementary_mathematics | 1|none | 0|acc |↑ |0.5317|± |0.0257|
| - high_school_biology | 1|none | 0|acc |↑ |0.7548|± |0.0245|
| - high_school_chemistry | 1|none | 0|acc |↑ |0.6010|± |0.0345|
| - high_school_computer_science | 1|none | 0|acc |↑ |0.6900|± |0.0465|
| - high_school_mathematics | 1|none | 0|acc |↑ |0.4556|± |0.0304|
| - high_school_physics | 1|none | 0|acc |↑ |0.5166|± |0.0408|
| - high_school_statistics | 1|none | 0|acc |↑ |0.5694|± |0.0338|
| - machine_learning | 1|none | 0|acc |↑ |0.4286|± |0.0470|
|piqa | 1|none | 0|acc |↑ |0.6328|± |0.0112|
| | |none | 0|acc_norm |↑ |0.6322|± |0.0113|
|truthfulqa_mc2 | 2|none | 0|acc |↑ |0.4534|± |0.0160|
|winogrande | 1|none | 0|acc |↑ |0.5004|± |0.0141|
| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu | 2|none | |acc |↑ |0.5998|± |0.0040|
| - humanities | 2|none | |acc |↑ |0.5301|± |0.0068|
| - other | 2|none | |acc |↑ |0.6270|± |0.0085|
| - social sciences| 2|none | |acc |↑ |0.6906|± |0.0081|
| - stem | 2|none | |acc |↑ |0.5883|± |0.0086|
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