TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25
☆97Jun 16, 2025Updated last year
Alternatives and similar repositories for TreeRL
Users that are interested in TreeRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Repo for SvS: A Self-play with Variational Problem Synthesis strategy for RLVR training☆54Dec 13, 2025Updated 6 months ago
- ☆64Mar 30, 2026Updated 3 months ago
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]☆65Apr 11, 2026Updated 2 months ago
- The official repository of paper "Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models''☆113Aug 15, 2025Updated 10 months ago
- Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models☆53Sep 19, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICML 2025] Adaptive Self-improvement LLM Agentic System for ML Library Development☆17Jan 6, 2026Updated 5 months ago
- [ACM MM25] LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models☆24Mar 29, 2025Updated last year
- [ICLR26]GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning☆182Jan 29, 2026Updated 5 months ago
- Your efficient and accurate answer verification system for RL training.☆42Jun 23, 2025Updated last year
- A Sober Look at Language Model Reasoning☆92Nov 18, 2025Updated 7 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆68May 31, 2024Updated 2 years ago
- Codebase for Instruction Following without Instruction Tuning☆36Sep 24, 2024Updated last year
- Under construction☆13Jan 15, 2025Updated last year
- One-shot Entropy Minimization☆187Jun 13, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆443Jul 11, 2025Updated 11 months ago
- DataSciBench: An LLM Agent Benchmark for Data Science (Findings of ACL 2026)☆62Jan 21, 2026Updated 5 months ago
- [ECCV 2026] Official implementation of CEED-VLA: Consistency Vision-Language-Action Model with Early-Exit Decoding.☆50Sep 15, 2025Updated 9 months ago
- A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architect…☆132Jan 31, 2026Updated 5 months ago
- Codes and data for CIKM 2022 paper "RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation"☆12Aug 16, 2022Updated 3 years ago
- ☆56Jul 7, 2025Updated 11 months ago
- ☆90Aug 16, 2025Updated 10 months ago
- [TACL/EMNLP'24] Do Vision and Language Models Share Concepts? A Vector Space Alignment Study☆16Nov 22, 2024Updated last year
- Auditing agents for fine-tuning safety☆21Oct 21, 2025Updated 8 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆110May 27, 2025Updated last year
- The official repo of paper "Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller"☆18Aug 13, 2024Updated last year
- [ICLR 2026] Learning to Parallel: Accelerating Diffusion Large Language Models via Learnable Parallel Decoding☆34Jan 27, 2026Updated 5 months ago
- ☆21Sep 5, 2023Updated 2 years ago
- [ICLR2026] Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆66May 22, 2025Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆91Feb 14, 2025Updated last year
- NeurIPS 2025: Discriminative Constrained Optimization for Reinforcing Large Reasoning Models☆53Mar 14, 2026Updated 3 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆188Jul 23, 2025Updated 11 months ago
- [NeurIPS 2025] RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning☆55Oct 23, 2025Updated 8 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Official code repository for Sketch-of-Thought (SoT)☆138May 8, 2025Updated last year
- The OlymMATH dataset☆25Jun 1, 2025Updated last year
- [ICLR 2026] Geometric-Mean Policy Optimization☆104Jan 26, 2026Updated 5 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆263May 14, 2025Updated last year
- AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence☆10Mar 2, 2025Updated last year
- ☆26Jun 10, 2025Updated last year
- ☆19Mar 10, 2025Updated last year