human-feedback Open-Source Projects

PaLM-rlhf-pytorch

25 7,601 4.6 Python

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

Project mention: How should I get an in-depth mathematical understanding of generative AI? | /r/datascience | 2023-05-18

ChatGPT isn't open sourced so we don't know what the actual implementation is. I think you can read Open Assistant's source code for application design. If that is too much, try Open Chat Toolkit's source code for developer tools . If you need very bare implementation, you should go for lucidrains/PaLM-rlhf-pytorch.

awesome-RLHF

6 2,775 7.0

A curated list of reinforcement learning with human feedback resources (continually updated)
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

human-feedback related posts

OpenDILab Awesome Paper Collection: RL with Human Feedback （3）

2 projects | /r/u_OpenDILab | 14 May 2023
Awesome RLHF (RL with Human Feedback) This is a collection of research papers for Reinforcement Learning with Human Feedback (RLHF). And the repository will be continuously updated to track the frontier of RLHF. Welcome to follow and star! https://github.com/opendilab/awesome-RLHF

1 project | /r/chatgpt_newtech | 21 Apr 2023
OpenDILab Awesome Paper Collection: RL with Human Feedback （1）

2 projects | /r/reinforcementlearning | 19 Apr 2023
A collection of research papers for Reinforcement Learning with Human Feedback (RLHF)

1 project | /r/GPT3 | 27 Mar 2023