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Models/LLaMA 13B

LLaMA 13B

Reported on 12 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.

Natural Language Processing4 results

Question AnsweringonTruthfulQA
% info· 2023-02-27
41
best: 97.7 (Alpaca 7B + Inference Time Intervention (ITI))
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971
Question AnsweringonTruthfulQA
% true· 2023-02-27
47
best: 88.6 (Vicuna 7B + Inference Time Intervention (ITI))
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971
Question AnsweringonMATH
Accuracy· 2023-02-27
3.9
best: 89.7 (Gemini 2.0 Flash Experimental)
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971
Question AnsweringonMATH
Parameters (Billions)· 2023-02-27
13
best: 540 (Minerva 540B)
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971

Reasoning4 results

Math Word Problem SolvingonMATH
Accuracy· 2023-02-27
3.9
best: 89.7 (Gemini 2.0 Flash Experimental)
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971
Math Word Problem SolvingonMATH
Parameters (Billions)· 2023-02-27
13
best: 540 (Minerva 540B)
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971
Arithmetic ReasoningonGSM8K
Accuracy· 2023-02-27
17.8
best: 97.72 (Claude 3.5 Sonnet (HPT))
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971
Arithmetic ReasoningonGSM8K
Parameters (Billion)· 2023-02-27
13
best: 540 (PaLM 540B (Self Improvement, Self Consistency))
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971

Knowledge Base4 results

Mathematical Question AnsweringonMATH
Accuracy· 2023-02-27
3.9
best: 89.7 (Gemini 2.0 Flash Experimental)
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971
Mathematical Question AnsweringonMATH
Parameters (Billions)· 2023-02-27
13
best: 540 (Minerva 540B)
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971
Mathematical ReasoningonMATH
Accuracy· 2023-02-27
3.9
best: 89.7 (Gemini 2.0 Flash Experimental)
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971
Mathematical ReasoningonMATH
Parameters (Billions)· 2023-02-27
13
best: 540 (Minerva 540B)
LLaMA: Open and Efficient Foundation Language Models arXiv:2302.13971