PRIME-RL / Entropy-Mechanism-of-RLLinks
The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.
☆69Updated this week
Alternatives and similar repositories for Entropy-Mechanism-of-RL
Users that are interested in Entropy-Mechanism-of-RL are comparing it to the libraries listed below
Sorting:
- ☆83Updated last month
- A Sober Look at Language Model Reasoning☆52Updated this week
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆64Updated last month
- Repo of paper "Free Process Rewards without Process Labels"☆149Updated 2 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 8 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆35Updated 3 weeks ago
- ☆69Updated 6 months ago
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆41Updated last week
- Code for "Reasoning to Learn from Latent Thoughts"☆104Updated 2 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆94Updated 2 months ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆31Updated 8 months ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆59Updated 3 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆53Updated 6 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆70Updated 2 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆98Updated 3 weeks ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆61Updated 5 months ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆36Updated last week
- The official code repository for PRMBench.☆73Updated 3 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆60Updated 5 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆54Updated 6 months ago
- ☆89Updated last week
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆69Updated 3 months ago
- ☆45Updated last month
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆73Updated last month
- ☆231Updated last week
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆123Updated 2 months ago
- The official repository of the Omni-MATH benchmark.☆83Updated 5 months ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆97Updated this week
- ☆173Updated 2 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 6 months ago