reasoning-machines/pal
PaL: Program-Aided Language Models (ICML 2023)
This tool helps large language models (LLMs) like GPT solve complex reasoning problems that involve math, logic, or step-by-step procedures. It takes a reasoning problem as input and, rather than just generating a text answer, it produces a sequence of text and executable code (like Python). This code is then run by an interpreter, ensuring accuracy for arithmetic and procedural tasks. This is ideal for AI researchers or developers building intelligent agents that need to perform reliable, multi-step reasoning.
518 stars. No commits in the last 6 months.
Use this if you are a developer or AI researcher working with large language models and need to improve their accuracy on complex reasoning tasks requiring precise calculation or procedural execution.
Not ideal if you are looking for an out-of-the-box solution for end-users or do not have experience integrating and managing LLM APIs and Python environments.
Stars
518
Forks
65
Language
Python
License
Apache-2.0
Category
Last pushed
Jun 30, 2023
Commits (30d)
0
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