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Models/OpenMath-CodeLlama-34B (w/ code)

OpenMath-CodeLlama-34B (w/ code)

Reported on 10 benchmarks across 5 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Reasoning4 results

  • Math Word Problem SolvingonMATH
    Accuracy· uses extra data· 2024-02-15
    48.3
    best: 89.7 (Gemini 2.0 Flash Experimental)
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176
  • Math Word Problem SolvingonMATH
    Parameters (Billions)· uses extra data· 2024-02-15
    34
    best: 540 (Minerva 540B)
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176
  • Arithmetic ReasoningonGSM8K
    Accuracy· uses extra data· 2024-02-15
    80.7
    best: 97.72 (Claude 3.5 Sonnet (HPT))
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176
  • Arithmetic ReasoningonGSM8K
    Parameters (Billion)· uses extra data· 2024-02-15
    34
    best: 540 (PaLM 540B (Self Improvement, Self Consistency))
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176

Knowledge Base4 results

  • Mathematical Question AnsweringonMATH
    Accuracy· uses extra data· 2024-02-15
    48.3
    best: 89.7 (Gemini 2.0 Flash Experimental)
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176
  • Mathematical Question AnsweringonMATH
    Parameters (Billions)· uses extra data· 2024-02-15
    34
    best: 540 (Minerva 540B)
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176
  • Mathematical ReasoningonMATH
    Accuracy· uses extra data· 2024-02-15
    48.3
    best: 89.7 (Gemini 2.0 Flash Experimental)
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176
  • Mathematical ReasoningonMATH
    Parameters (Billions)· uses extra data· 2024-02-15
    34
    best: 540 (Minerva 540B)
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176

Natural Language Processing2 results

  • Question AnsweringonMATH
    Accuracy· uses extra data· 2024-02-15
    48.3
    best: 89.7 (Gemini 2.0 Flash Experimental)
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176
  • Question AnsweringonMATH
    Parameters (Billions)· uses extra data· 2024-02-15
    34
    best: 540 (Minerva 540B)
    OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetarXiv:2402.10176