princeton-pli / RLMTLinks
[R]einforcement [L]earning from [M]odel-rewarded [T]hinking - code for the paper "Language Models That Think, Chat Better"
☆90Updated last week
Alternatives and similar repositories for RLMT
Users that are interested in RLMT are comparing it to the libraries listed below
Sorting:
- A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architect…☆79Updated last week
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆131Updated 5 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆84Updated 4 months ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆137Updated 3 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆104Updated 5 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆188Updated last year
- ☆50Updated 11 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆256Updated 4 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆69Updated 9 months ago
- A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward model…☆56Updated 3 months ago
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆81Updated 4 months ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆171Updated 4 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆128Updated 6 months ago
- ☆318Updated 4 months ago
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆110Updated last month
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆68Updated 11 months ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆171Updated 7 months ago
- Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.☆157Updated 2 weeks ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆114Updated 9 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆174Updated 3 months ago
- Extrapolating RLVR to General Domains without Verifiers☆168Updated last month
- ☆211Updated 7 months ago
- The official repository of the Omni-MATH benchmark.☆88Updated 9 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆176Updated 2 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 8 months ago
- ☆154Updated 4 months ago
- A method of ensemble learning for heterogeneous large language models.☆61Updated last year
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis☆104Updated 4 months ago
- End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆292Updated 2 weeks ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆340Updated 2 months ago