WooooDyy / LLM-Reverse-Curriculum-RL
Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" presented by Zhiheng Xi et al.
☆87Updated 11 months ago
Alternatives and similar repositories for LLM-Reverse-Curriculum-RL:
Users that are interested in LLM-Reverse-Curriculum-RL are comparing it to the libraries listed below
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆90Updated 3 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆112Updated 4 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆51Updated 3 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆90Updated last month
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆144Updated 2 weeks ago
- ☆61Updated 9 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆105Updated 6 months ago
- GenRM-CoT: Data release for verification rationales☆45Updated 3 months ago
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆49Updated 7 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆114Updated 3 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆126Updated 6 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆51Updated 2 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆40Updated 2 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆66Updated 2 weeks ago
- ☆39Updated 3 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆48Updated last year
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆64Updated 5 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆44Updated last month
- Repo of paper "Free Process Rewards without Process Labels"☆110Updated 2 weeks ago
- ☆87Updated last week
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆167Updated last year
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆34Updated last year
- ☆47Updated 2 months ago
- ☆21Updated 3 months ago
- ☆22Updated 8 months ago
- The official repository of the Omni-MATH benchmark.☆69Updated last month
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆125Updated 10 months ago
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆103Updated this week
- Natural Language Reinforcement Learning☆69Updated last month