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--- |
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language: |
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- en |
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license: apache-2.0 |
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datasets: |
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- Locutusque/TM-DATA-V2 |
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- LLM360/TxT360 |
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- mlfoundations/dclm-baseline-1.0 |
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- Skylion007/openwebtext |
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- JeanKaddour/minipile |
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- eminorhan/gutenberg_en |
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model-index: |
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- name: TinyMistral-248M-v3 |
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results: |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: IFEval (0-Shot) |
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type: HuggingFaceH4/ifeval |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: inst_level_strict_acc and prompt_level_strict_acc |
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value: 16.39 |
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name: strict accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=M4-ai/TinyMistral-248M-v3 |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: BBH (3-Shot) |
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type: BBH |
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args: |
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num_few_shot: 3 |
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metrics: |
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- type: acc_norm |
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value: 1.78 |
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name: normalized accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=M4-ai/TinyMistral-248M-v3 |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MATH Lvl 5 (4-Shot) |
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type: hendrycks/competition_math |
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args: |
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num_few_shot: 4 |
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metrics: |
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- type: exact_match |
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value: 0.0 |
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name: exact match |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=M4-ai/TinyMistral-248M-v3 |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: GPQA (0-shot) |
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type: Idavidrein/gpqa |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: acc_norm |
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value: 0.0 |
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name: acc_norm |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=M4-ai/TinyMistral-248M-v3 |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MuSR (0-shot) |
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type: TAUR-Lab/MuSR |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: acc_norm |
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value: 5.15 |
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name: acc_norm |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=M4-ai/TinyMistral-248M-v3 |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MMLU-PRO (5-shot) |
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type: TIGER-Lab/MMLU-Pro |
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config: main |
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split: test |
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args: |
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num_few_shot: 5 |
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metrics: |
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- type: acc |
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value: 1.47 |
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name: accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=M4-ai/TinyMistral-248M-v3 |
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name: Open LLM Leaderboard |
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--- |
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still in training. Trained on about ~21 billion tokens so far. |
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| Tasks |Version| Filter |n-shot| Metric | | Value | |Stderr| |
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|----------------------------------------|-------|----------------|-----:|-----------|---|------:|---|-----:| |
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|Open LLM Leaderboard | N/A| | | | | | | | |
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| - arc_challenge | 1|none | 25|acc |↑ | 0.2005|± |0.0117| |
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| | |none | 25|acc_norm |↑ | 0.2406|± |0.0125| |
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| - gsm8k | 3|flexible-extract| 5|exact_match|↑ | 0.0083|± |0.0025| |
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| | |strict-match | 5|exact_match|↑ | 0.0000|± |0.0000| |
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| - hellaswag | 1|none | 10|acc |↑ | 0.2724|± |0.0044| |
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| | |none | 10|acc_norm |↑ | 0.2838|± |0.0045| |
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| - mmlu | 2|none | |acc |↑ | 0.2290|± |0.0035| |
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| - humanities | 2|none | |acc |↑ | 0.2380|± |0.0062| |
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| - formal_logic | 1|none | 5|acc |↑ | 0.2460|± |0.0385| |
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| - high_school_european_history | 1|none | 5|acc |↑ | 0.1818|± |0.0301| |
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| - high_school_us_history | 1|none | 5|acc |↑ | 0.2647|± |0.0310| |
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| - high_school_world_history | 1|none | 5|acc |↑ | 0.2911|± |0.0296| |
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| - international_law | 1|none | 5|acc |↑ | 0.2149|± |0.0375| |
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| - jurisprudence | 1|none | 5|acc |↑ | 0.2685|± |0.0428| |
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| - logical_fallacies | 1|none | 5|acc |↑ | 0.2209|± |0.0326| |
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| - moral_disputes | 1|none | 5|acc |↑ | 0.2457|± |0.0232| |
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| - moral_scenarios | 1|none | 5|acc |↑ | 0.2369|± |0.0142| |
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| - philosophy | 1|none | 5|acc |↑ | 0.1865|± |0.0221| |
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| - prehistory | 1|none | 5|acc |↑ | 0.1975|± |0.0222| |
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| - professional_law | 1|none | 5|acc |↑ | 0.2432|± |0.0110| |
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| - world_religions | 1|none | 5|acc |↑ | 0.3099|± |0.0355| |
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| - other | 2|none | |acc |↑ | 0.2375|± |0.0076| |
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| - business_ethics | 1|none | 5|acc |↑ | 0.3200|± |0.0469| |
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| - clinical_knowledge | 1|none | 5|acc |↑ | 0.2226|± |0.0256| |
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| - college_medicine | 1|none | 5|acc |↑ | 0.1965|± |0.0303| |
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| - global_facts | 1|none | 5|acc |↑ | 0.1800|± |0.0386| |
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| - human_aging | 1|none | 5|acc |↑ | 0.3004|± |0.0308| |
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| - management | 1|none | 5|acc |↑ | 0.1942|± |0.0392| |
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| - marketing | 1|none | 5|acc |↑ | 0.2735|± |0.0292| |
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| - medical_genetics | 1|none | 5|acc |↑ | 0.3000|± |0.0461| |
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| - miscellaneous | 1|none | 5|acc |↑ | 0.2478|± |0.0154| |
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| - nutrition | 1|none | 5|acc |↑ | 0.2222|± |0.0238| |
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| - professional_accounting | 1|none | 5|acc |↑ | 0.2021|± |0.0240| |
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| - professional_medicine | 1|none | 5|acc |↑ | 0.1912|± |0.0239| |
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| - virology | 1|none | 5|acc |↑ | 0.2590|± |0.0341| |
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| - social sciences | 2|none | |acc |↑ | 0.2203|± |0.0075| |
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| - econometrics | 1|none | 5|acc |↑ | 0.2368|± |0.0400| |
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| - high_school_geography | 1|none | 5|acc |↑ | 0.2020|± |0.0286| |
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| - high_school_government_and_politics| 1|none | 5|acc |↑ | 0.1865|± |0.0281| |
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| - high_school_macroeconomics | 1|none | 5|acc |↑ | 0.2205|± |0.0210| |
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| - high_school_microeconomics | 1|none | 5|acc |↑ | 0.2143|± |0.0267| |
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| - high_school_psychology | 1|none | 5|acc |↑ | 0.1908|± |0.0168| |
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| - human_sexuality | 1|none | 5|acc |↑ | 0.2672|± |0.0388| |
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| - professional_psychology | 1|none | 5|acc |↑ | 0.2386|± |0.0172| |
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| - public_relations | 1|none | 5|acc |↑ | 0.1727|± |0.0362| |
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| - security_studies | 1|none | 5|acc |↑ | 0.2367|± |0.0272| |
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| - sociology | 1|none | 5|acc |↑ | 0.2488|± |0.0306| |
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| - us_foreign_policy | 1|none | 5|acc |↑ | 0.2600|± |0.0441| |
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| - stem | 2|none | |acc |↑ | 0.2157|± |0.0073| |
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| - abstract_algebra | 1|none | 5|acc |↑ | 0.2200|± |0.0416| |
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| - anatomy | 1|none | 5|acc |↑ | 0.1778|± |0.0330| |
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| - astronomy | 1|none | 5|acc |↑ | 0.1908|± |0.0320| |
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| - college_biology | 1|none | 5|acc |↑ | 0.2778|± |0.0375| |
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| - college_chemistry | 1|none | 5|acc |↑ | 0.2200|± |0.0416| |
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| - college_computer_science | 1|none | 5|acc |↑ | 0.2100|± |0.0409| |
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| - college_mathematics | 1|none | 5|acc |↑ | 0.2100|± |0.0409| |
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| - college_physics | 1|none | 5|acc |↑ | 0.2157|± |0.0409| |
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| - computer_security | 1|none | 5|acc |↑ | 0.2700|± |0.0446| |
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| - conceptual_physics | 1|none | 5|acc |↑ | 0.2638|± |0.0288| |
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| - electrical_engineering | 1|none | 5|acc |↑ | 0.2483|± |0.0360| |
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| - elementary_mathematics | 1|none | 5|acc |↑ | 0.2037|± |0.0207| |
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| - high_school_biology | 1|none | 5|acc |↑ | 0.1774|± |0.0217| |
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| - high_school_chemistry | 1|none | 5|acc |↑ | 0.2020|± |0.0282| |
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| - high_school_computer_science | 1|none | 5|acc |↑ | 0.2500|± |0.0435| |
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| - high_school_mathematics | 1|none | 5|acc |↑ | 0.2148|± |0.0250| |
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| - high_school_physics | 1|none | 5|acc |↑ | 0.2053|± |0.0330| |
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| - high_school_statistics | 1|none | 5|acc |↑ | 0.1481|± |0.0242| |
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| - machine_learning | 1|none | 5|acc |↑ | 0.3125|± |0.0440| |
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| - truthfulqa_gen | 3|none | 0|bleu_acc |↑ | 0.2362|± |0.0149| |
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| | |none | 0|bleu_diff |↑ |-1.0138|± |0.2569| |
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| | |none | 0|bleu_max |↑ | 7.9522|± |0.4088| |
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| | |none | 0|rouge1_acc |↑ | 0.2595|± |0.0153| |
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| | |none | 0|rouge1_diff|↑ |-1.9129|± |0.4349| |
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| | |none | 0|rouge1_max |↑ |21.7885|± |0.7307| |
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| | |none | 0|rouge2_acc |↑ | 0.1200|± |0.0114| |
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| | |none | 0|rouge2_diff|↑ |-1.9771|± |0.3475| |
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| | |none | 0|rouge2_max |↑ | 9.0199|± |0.5842| |
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| | |none | 0|rougeL_acc |↑ | 0.2570|± |0.0153| |
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| | |none | 0|rougeL_diff|↑ |-1.8812|± |0.4185| |
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| | |none | 0|rougeL_max |↑ |19.6284|± |0.6850| |
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| - truthfulqa_mc1 | 2|none | 0|acc |↑ | 0.1983|± |0.0140| |
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| - truthfulqa_mc2 | 2|none | 0|acc |↑ | 0.3861|± |0.0147| |
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| - winogrande | 1|none | 5|acc |↑ | 0.4972|± |0.0141| |
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| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr| |
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|-------------------|------:|------|------|------|---|-----:|---|-----:| |
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| - mmlu | 2|none | |acc |↑ |0.2290|± |0.0035| |
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| - humanities | 2|none | |acc |↑ |0.2380|± |0.0062| |
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| - other | 2|none | |acc |↑ |0.2375|± |0.0076| |
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| - social sciences| 2|none | |acc |↑ |0.2203|± |0.0075| |
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| - stem | 2|none | |acc |↑ |0.2157|± |0.0073| |
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| Tasks |Version|Filter|n-shot| Metric | |Value | |Stderr| |
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|---------------------------------|------:|------|-----:|--------|---|-----:|---|-----:| |
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|agieval_nous | 0|none | |acc_norm|↑ |0.2133|± |0.0081| |
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| - agieval_aqua_rat | 1|none | 0|acc |↑ |0.2047|± |0.0254| |
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| | |none | 0|acc_norm|↑ |0.1969|± |0.0250| |
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| - agieval_logiqa_en | 1|none | 0|acc |↑ |0.2043|± |0.0158| |
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| | |none | 0|acc_norm|↑ |0.2304|± |0.0165| |
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| - agieval_lsat_ar | 1|none | 0|acc |↑ |0.1739|± |0.0250| |
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| | |none | 0|acc_norm|↑ |0.1957|± |0.0262| |
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| - agieval_lsat_lr | 1|none | 0|acc |↑ |0.1549|± |0.0160| |
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| | |none | 0|acc_norm|↑ |0.1608|± |0.0163| |
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| - agieval_lsat_rc | 1|none | 0|acc |↑ |0.1636|± |0.0226| |
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| | |none | 0|acc_norm|↑ |0.2119|± |0.0250| |
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| - agieval_sat_en | 1|none | 0|acc |↑ |0.2670|± |0.0309| |
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| | |none | 0|acc_norm|↑ |0.2621|± |0.0307| |
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| - agieval_sat_en_without_passage| 1|none | 0|acc |↑ |0.2670|± |0.0309| |
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| | |none | 0|acc_norm|↑ |0.2621|± |0.0307| |
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| - agieval_sat_math | 1|none | 0|acc |↑ |0.2182|± |0.0279| |
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| | |none | 0|acc_norm|↑ |0.2318|± |0.0285| |
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|arc_challenge | 1|none | 0|acc |↑ |0.1945|± |0.0116| |
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| | |none | 0|acc_norm|↑ |0.2372|± |0.0124| |
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|truthfulqa_mc2 | 2|none | 0|acc |↑ |0.3861|± |0.0147| |
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| Groups |Version|Filter|n-shot| Metric | |Value | |Stderr| |
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|------------|------:|------|------|--------|---|-----:|---|-----:| |
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|agieval_nous| 0|none | |acc_norm|↑ |0.2133|± |0.0081| |
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) |
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_M4-ai__TinyMistral-248M-v3) |
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| Metric |Value| |
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|-------------------|----:| |
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|Avg. | 4.13| |
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|IFEval (0-Shot) |16.39| |
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|BBH (3-Shot) | 1.78| |
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|MATH Lvl 5 (4-Shot)| 0.00| |
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|GPQA (0-shot) | 0.00| |
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|MuSR (0-shot) | 5.15| |
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|MMLU-PRO (5-shot) | 1.47| |
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