Project Title

PaLM-rlhf-pytorch — Implementing RLHF on PaLM for Advanced AI Chatbots

Overview

PaLM-rlhf-pytorch is an open-source Python project that implements Reinforcement Learning with Human Feedback (RLHF) on top of the PaLM architecture, aiming to replicate the capabilities of ChatGPT with PaLM. This project is a work-in-progress (WIP) and offers a framework for developers interested in creating advanced AI chatbots with human-like interactions.

Key Features

Implementation of RLHF on the PaLM architecture
Potential for integration with retrieval functionality
Open-source and community-driven development

Use Cases

Developers looking to create AI chatbots with human-like interactions
Researchers exploring advanced natural language processing and AI technologies
Enterprises needing customized chatbot solutions with high levels of user engagement

Advantages

Builds upon the powerful PaLM architecture for robust language understanding
Open-source nature allows for community contributions and rapid iteration
Potential to be extended with additional features like retrieval functionality

Limitations / Considerations

No trained model is included; significant compute resources and data are required for training
The project is a work-in-progress and may lack some features found in mature solutions
Requires professional expertise to guide the development and training process effectively

CarperAI/trlx: An RLHF framework for large language models, developed prior to ChatGPT's release.
LAION-AI/Open-Assistant: An open-sourced implementation of an AI assistant, similar in scope to PaLM-rlhf-pytorch.

Basic Information

GitHub: PaLM-rlhf-pytorch
Stars: 7,868
License: Unknown
Last Commit: 2025-10-08

📊 Project Information

Project Name: PaLM-rlhf-pytorch
GitHub URL: https://github.com/lucidrains/PaLM-rlhf-pytorch
Programming Language: Python
⭐ Stars: 7,868
🍴 Forks: 682
📅 Created: 2022-12-09
🔄 Last Updated: 2025-10-08

🏷️ Project Topics

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🎥 Video Tutorials

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PaLM-rlhf-pytorch

Project Description