vwxyzjn / lm-human-preference-details
RLHF implementation details of OAI's 2019 codebase
☆152Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for lm-human-preference-details
- ☆114Updated 4 months ago
- A (somewhat) minimal library for finetuning language models with PPO on human feedback.☆86Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆107Updated 4 months ago
- ☆158Updated last year
- ☆94Updated last year
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆219Updated 2 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆151Updated 11 months ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆199Updated 3 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆105Updated 7 months ago
- ☆259Updated 11 months ago
- Chain-of-Hindsight, A Scalable RLHF Method☆220Updated last year
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆84Updated 4 months ago
- RewardBench: the first evaluation tool for reward models.☆431Updated 3 weeks ago
- ☆101Updated 5 months ago
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆219Updated 5 months ago
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆80Updated last week
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆97Updated 2 months ago
- ☆90Updated 4 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆316Updated last month
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆49Updated 5 months ago
- ☆252Updated last month
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆104Updated 5 months ago
- A large-scale, fine-grained, diverse preference dataset (and models).☆315Updated 10 months ago
- Self-Alignment with Principle-Following Reward Models☆148Updated 8 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆127Updated 2 months ago
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"☆199Updated last year
- A pipeline to improve skills of large language models☆191Updated this week
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆103Updated 6 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆145Updated 5 months ago
- Code accompanying the paper Pretraining Language Models with Human Preferences☆177Updated 9 months ago