chr26195 / PENCILLinks
This is the official implementation for paper "PENCIL: Long Thoughts with Short Memory".
☆58Updated 3 months ago
Alternatives and similar repositories for PENCIL
Users that are interested in PENCIL are comparing it to the libraries listed below
Sorting:
- RL Scaling and Test-Time Scaling (ICML'25)☆110Updated 6 months ago
- End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆162Updated last week
- [COLM 2025] Code for Paper: Learning Adaptive Parallel Reasoning with Language Models☆118Updated 3 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆163Updated 2 weeks ago
- ☆47Updated 5 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆104Updated 2 weeks ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆111Updated 8 months ago
- Code for "Reasoning to Learn from Latent Thoughts"☆114Updated 4 months ago
- ☆114Updated 6 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 9 months ago
- 🚀 SWE-bench Goes Live!☆111Updated 2 weeks ago
- Repo for "Z1: Efficient Test-time Scaling with Code"☆63Updated 4 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆100Updated this week
- ☆81Updated 3 weeks ago
- Natural Language Reinforcement Learning☆92Updated last week
- Async pipelined version of Verl☆112Updated 4 months ago
- ☆53Updated 6 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆76Updated 4 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆161Updated 4 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆108Updated 3 months ago
- ☆64Updated 2 weeks ago
- A lightweight reinforcement learning framework that integrates seamlessly into your codebase, empowering developers to focus on algorithm…☆34Updated this week
- ☆72Updated this week
- The official repo of SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond☆161Updated last month
- Official repository for R2E-Gym: Procedural Environment Generation and Hybrid Verifiers for Scaling Open-Weights SWE Agents☆142Updated 3 weeks ago
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆233Updated 3 months ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆60Updated 6 months ago
- ☆103Updated 8 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆127Updated 3 months ago
- Open-Source LLM Coders with Co-Evolving Reinforcement Learning☆103Updated 2 weeks ago