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TinyMistral-248M-v3-GGUF

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README.md ADDED
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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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+
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+ still in training. Trained on about ~21 billion tokens so far.
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+
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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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+
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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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+
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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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+
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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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+
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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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+
tinymistral-248m-v3.Q4_0.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:51729500f91b5d89e56b0d4952af4401777c4437a0a48ea9cbaabd9e22d78ddb
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+ size 148776608