opendilab / awesome-RLHFLinks
A curated list of reinforcement learning with human feedback resources (continually updated)
☆4,089Updated 3 weeks ago
Alternatives and similar repositories for awesome-RLHF
Users that are interested in awesome-RLHF are comparing it to the libraries listed below
Sorting:
- Reference implementation for DPO (Direct Preference Optimization)☆2,692Updated last year
- A modular RL library to fine-tune language models to human preferences☆2,333Updated last year
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,744Updated last year
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,056Updated last year
- Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback☆1,514Updated last year
- Secrets of RLHF in Large Language Models Part I: PPO☆1,388Updated last year
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,082Updated last month
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,692Updated last year
- Robust recipes to align language models with human and AI preferences☆5,299Updated last week
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆2,035Updated 2 years ago
- ☆2,822Updated 5 months ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,770Updated last month
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,549Updated 2 months ago
- Code for the paper Fine-Tuning Language Models from Human Preferences☆1,353Updated 2 years ago
- An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & vLLM & Ray & Dynamic Sampling & Asy…☆7,600Updated this week
- A quick guide (especially) for trending instruction finetuning datasets☆3,204Updated last year
- Aligning Large Language Models with Human: A Survey☆732Updated last year
- Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓☆3,283Updated 3 months ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,889Updated last year
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...☆2,101Updated 3 months ago
- Paper List for In-context Learning 🌷☆858Updated 10 months ago
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,185Updated last year
- Train transformer language models with reinforcement learning.☆14,989Updated this week
- Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models …☆2,405Updated this week
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,825Updated 7 months ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,620Updated last year
- Must-read Papers on LLM Agents.☆2,610Updated last month
- Toolkit for creating, sharing and using natural language prompts.☆2,917Updated last year
- An open-source framework for training large multimodal models.☆3,995Updated 11 months ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,677Updated 11 months ago