Aligning Large Language Models with Human: A Survey
☆741Sep 11, 2023Updated 2 years ago
Alternatives and similar repositories for AlignLLMHumanSurvey
Users that are interested in AlignLLMHumanSurvey are comparing it to the libraries listed below
Sorting:
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,076Sep 27, 2025Updated 5 months ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,589Jun 3, 2025Updated 9 months ago
- A curated list of reinforcement learning with human feedback resources (continually updated)☆4,306Dec 9, 2025Updated 2 months ago
- Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback☆1,589Nov 24, 2025Updated 3 months ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆999May 21, 2025Updated 9 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,084Updated this week
- [NIPS2023] RRHF & Wombat☆809Sep 22, 2023Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,766Aug 4, 2024Updated last year
- Secrets of RLHF in Large Language Models Part I: PPO☆1,416Mar 3, 2024Updated 2 years ago
- Collection of papers for scalable automated alignment.☆93Oct 22, 2024Updated last year
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆766Jul 20, 2023Updated 2 years ago
- ☆2,883Feb 20, 2025Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆568Oct 28, 2024Updated last year
- Train transformer language models with reinforcement learning.☆17,523Updated this week
- The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et a…☆8,067Sep 12, 2025Updated 5 months ago
- Dromedary: towards helpful, ethical and reliable LLMs.☆1,144Sep 18, 2025Updated 5 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆589Dec 9, 2024Updated last year
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆567Nov 13, 2023Updated 2 years ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,818Jun 17, 2025Updated 8 months ago
- A large-scale, fine-grained, diverse preference dataset (and models).☆364Dec 29, 2023Updated 2 years ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,580Mar 27, 2023Updated 2 years ago
- Robust recipes to align language models with human and AI preferences☆5,510Sep 8, 2025Updated 5 months ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,101Oct 5, 2023Updated 2 years ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,953Aug 9, 2025Updated 6 months ago
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆12,102Mar 11, 2025Updated 11 months ago
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...☆2,203Apr 30, 2025Updated 10 months ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,554May 7, 2025Updated 10 months ago
- Resource, Evaluation and Detection Papers for ChatGPT☆456Mar 21, 2024Updated last year
- Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)☆2,794Mar 13, 2024Updated last year
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,723Feb 9, 2026Updated 3 weeks ago
- Paper List for In-context Learning 🌷☆874Oct 8, 2024Updated last year
- O1 Replication Journey☆2,000Jan 14, 2025Updated last year
- A modular RL library to fine-tune language models to human preferences☆2,380Mar 1, 2024Updated 2 years ago
- Recipes to train reward model for RLHF.☆1,517Apr 24, 2025Updated 10 months ago
- Instruction Tuning with GPT-4☆4,341Jun 11, 2023Updated 2 years ago
- Scalable toolkit for efficient model alignment☆849Oct 6, 2025Updated 5 months ago
- ☆282Jan 6, 2025Updated last year
- RewardBench: the first evaluation tool for reward models.☆697Feb 16, 2026Updated 2 weeks ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆491Jan 16, 2025Updated last year