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Models/LLaMA 2-Chat

LLaMA 2-Chat

Reported on 8 benchmarks across 4 tasks · 1 paper

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

Knowledge Base4 results

  • Mathematical Question AnsweringonMAWPS
    Accuracy (%)· 2023-07-18
    82.4
    best: 95.7 (OpenMath-CodeLlama-70B (w/ code))
    Llama 2: Open Foundation and Fine-Tuned Chat ModelsarXiv:2307.09288
  • Mathematical Question AnsweringonSVAMP
    Execution Accuracy· 2023-07-18
    69.2
    best: 93.9 (GPT-4 (Teaching-Inspired))
    Llama 2: Open Foundation and Fine-Tuned Chat ModelsarXiv:2307.09288
  • Mathematical ReasoningonMAWPS
    Accuracy (%)· 2023-07-18
    82.4
    best: 95.7 (OpenMath-CodeLlama-70B (w/ code))
    Llama 2: Open Foundation and Fine-Tuned Chat ModelsarXiv:2307.09288
  • Mathematical ReasoningonSVAMP
    Execution Accuracy· 2023-07-18
    69.2
    best: 93.9 (GPT-4 (Teaching-Inspired))
    Llama 2: Open Foundation and Fine-Tuned Chat ModelsarXiv:2307.09288

Natural Language Processing2 results

  • Question AnsweringonMAWPS
    Accuracy (%)· 2023-07-18
    82.4
    best: 95.7 (OpenMath-CodeLlama-70B (w/ code))
    Llama 2: Open Foundation and Fine-Tuned Chat ModelsarXiv:2307.09288
  • Question AnsweringonSVAMP
    Execution Accuracy· 2023-07-18
    69.2
    best: 93.9 (GPT-4 (Teaching-Inspired))
    Llama 2: Open Foundation and Fine-Tuned Chat ModelsarXiv:2307.09288

Reasoning2 results

  • Math Word Problem SolvingonMAWPS
    Accuracy (%)· 2023-07-18
    82.4
    best: 95.7 (OpenMath-CodeLlama-70B (w/ code))
    Llama 2: Open Foundation and Fine-Tuned Chat ModelsarXiv:2307.09288
  • Math Word Problem SolvingonSVAMP
    Execution Accuracy· 2023-07-18
    69.2
    best: 93.9 (GPT-4 (Teaching-Inspired))
    Llama 2: Open Foundation and Fine-Tuned Chat ModelsarXiv:2307.09288