TIGER-AI-Lab/Program-of-Thoughts
Data and Code for Program of Thoughts [TMLR 2023]
This project helps AI researchers and developers improve how large language models (LLMs) solve numerical reasoning tasks. By giving the LLM a framework to express its thinking as a Python program, an external interpreter handles the actual calculations. This process takes a numerical reasoning problem as input and outputs a more accurate solution than standard prompting methods.
307 stars. No commits in the last 6 months.
Use this if you are developing or evaluating LLMs for tasks that require precise numerical computation and want to enhance their accuracy beyond typical Chain-of-Thought approaches.
Not ideal if you are a general user looking for a ready-to-use application, as this requires technical setup and an understanding of LLM development workflows.
Stars
307
Forks
27
Language
Python
License
MIT
Category
Last pushed
May 15, 2024
Commits (30d)
0
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