sanowl / Self-Correcting-LLM--Reinforcement-Learning-Links
This my attempt to create Self-Correcting-LLM based on the paper Training Language Models to Self-Correct via Reinforcement Learning by google
☆38Updated 6 months ago
Alternatives and similar repositories for Self-Correcting-LLM--Reinforcement-Learning-
Users that are interested in Self-Correcting-LLM--Reinforcement-Learning- are comparing it to the libraries listed below
Sorting:
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆94Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆151Updated 11 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆55Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆409Updated 6 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆152Updated 2 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆191Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆83Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆168Updated 10 months ago
- Reinforced Multi-LLM Agents training☆66Updated 7 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆73Updated 8 months ago
- ☆51Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆152Updated 2 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆115Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆134Updated 10 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆116Updated 5 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆199Updated 2 years ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆201Updated 9 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆143Updated 2 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆73Updated 6 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆98Updated 3 months ago
- ☆223Updated 9 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆119Updated last year
- ☆53Updated 8 months ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆70Updated 9 months ago
- GenRM-CoT: Data release for verification rationales☆68Updated last year
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆51Updated 7 months ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆65Updated 11 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆87Updated 11 months ago
- ☆214Updated 11 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆166Updated 8 months ago