https://github.com/google-research/cascades

Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference, and more.
https://github.com/google-research/cascades

Last synced: 5 days ago
JSON representation

Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference, and more.

• Host: GitHub
• URL: https://github.com/google-research/cascades
• Owner: google-research
• License: apache-2.0
• Created: 2022-07-13T05:45:20.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-06-18T15:31:28.000Z (5 months ago)
• Last Synced: 2024-09-19T04:38:11.558Z (about 2 months ago)
• Language: Python
• Homepage:
• Size: 525 KB
• Stars: 191
• Watchers: 11
• Forks: 12
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-LLM-Reasoning - google/Cascades - inference, and more. (Other Useful Resources / 2023)

README

        
# Cascades

*This is not an officially supported Google product*

Python library which enables complex compositions of language models such as

scratchpads, chain of thought, tool use, selection-inference, and more.

Implemented as a universal trace-based probabilistic programming library

embedded in Python.

Code to complement paper: https://arxiv.org/abs/2207.10342.