McGill-NLP / VinePPO
Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"
☆142Updated 4 months ago
Alternatives and similar repositories for VinePPO:
Users that are interested in VinePPO are comparing it to the libraries listed below
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆119Updated 6 months ago
- ☆81Updated 8 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆149Updated 11 months ago
- ☆172Updated last year
- GenRM-CoT: Data release for verification rationales☆51Updated 5 months ago
- ☆95Updated 8 months ago
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆22Updated 3 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆136Updated last week
- [NeurIPS'24 Spotlight] Observational Scaling Laws☆53Updated 5 months ago
- ☆135Updated 3 months ago
- ☆102Updated 2 months ago
- ☆61Updated 4 months ago
- Replicating O1 inference-time scaling laws☆83Updated 3 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆103Updated 11 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆130Updated 6 months ago
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆259Updated 9 months ago
- [ICLR 2025] Code for the paper "Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning"☆42Updated last month
- 🌾 OAT: A research-friendly framework for LLM online alignment, including preference learning, reinforcement learning, etc.☆224Updated last week
- ☆111Updated last month
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆40Updated last year
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆29Updated 9 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆97Updated 3 months ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆51Updated last month
- ☆47Updated 7 months ago
- Implementation of the Quiet-STAR paper (https://arxiv.org/pdf/2403.09629.pdf)☆53Updated 7 months ago
- Rewarded soups official implementation☆55Updated last year
- ☆52Updated 2 weeks ago
- ☆81Updated last year