opendilab / awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
☆3,619Updated last month
Alternatives and similar repositories for awesome-RLHF:
Users that are interested in awesome-RLHF are comparing it to the libraries listed below
- A modular RL library to fine-tune language models to human preferences☆2,253Updated 10 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,567Updated last year
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆3,797Updated last week
- Reference implementation for DPO (Direct Preference Optimization)☆2,323Updated 5 months ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,633Updated 5 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)☆3,761Updated this week
- Train transformer language models with reinforcement learning.☆10,609Updated this week
- Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback☆1,394Updated 7 months ago
- Secrets of RLHF in Large Language Models Part I: PPO☆1,320Updated 10 months ago
- Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓☆2,269Updated last month
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,667Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,239Updated last year
- ☆2,689Updated last month
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,799Updated 10 months ago
- Instruction Tuning with GPT-4☆4,254Updated last year
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,615Updated last year
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆1,984Updated last year
- A library for advanced large language model reasoning☆1,659Updated this week
- Code for the paper Fine-Tuning Language Models from Human Preferences☆1,266Updated last year
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...☆1,765Updated 2 weeks ago
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆1,824Updated last year
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,108Updated 10 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆758Updated last year
- Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI☆1,991Updated 5 months ago
- An open-source framework for training large multimodal models.☆3,801Updated 4 months ago
- Aligning Large Language Models with Human: A Survey☆709Updated last year
- Must-read Papers on LLM Agents.☆2,038Updated 2 months ago
- Robust recipes to align language models with human and AI preferences☆4,896Updated last month
- Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"☆2,245Updated last month
- An Open-source Toolkit for LLM Development☆2,747Updated this week