ShuoTang123 / MATRIXLinks
Implementation of the MATRIX framework (ICML 2024)
☆57Updated last year
Alternatives and similar repositories for MATRIX
Users that are interested in MATRIX are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆183Updated 6 months ago
- ☆30Updated last year
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆85Updated 11 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆127Updated 4 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆69Updated 3 months ago
- ☆155Updated 2 months ago
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆83Updated 3 weeks ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆91Updated 2 months ago
- Benchmarking LLMs' Gaming Ability in Multi-Agent Environments☆85Updated 3 months ago
- A Sober Look at Language Model Reasoning☆81Updated last month
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆58Updated 8 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆147Updated 9 months ago
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆81Updated 2 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆58Updated 3 weeks ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆185Updated this week
- ☆33Updated 9 months ago
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆28Updated 3 months ago
- Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"☆72Updated last month
- ☆47Updated 6 months ago
- This my attempt to create Self-Correcting-LLM based on the paper Training Language Models to Self-Correct via Reinforcement Learning by g…☆35Updated last month
- ☆203Updated 4 months ago
- ☆41Updated 8 months ago
- Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."☆83Updated 8 months ago
- ☆45Updated 9 months ago
- A comprehensive collection of process reward models.☆96Updated 2 weeks ago
- ☆48Updated 9 months ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆66Updated 4 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆38Updated 3 weeks ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆24Updated 5 months ago
- Pytorch implementation of Tree Preference Optimization (TPO) (Accepyed by ICLR'25)☆20Updated 3 months ago