zhyang2226 / AR-LoptiLinks
[AI4MATH@ICML2025] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
☆41Updated 7 months ago
Alternatives and similar repositories for AR-Lopti
Users that are interested in AR-Lopti are comparing it to the libraries listed below
Sorting:
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆88Updated 10 months ago
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆67Updated 5 months ago
- ☆60Updated 5 months ago
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆62Updated 7 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆407Updated 6 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆69Updated 5 months ago
- Official Repository of LatentSeek☆73Updated 7 months ago
- ☆201Updated 2 weeks ago
- ☆46Updated 3 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆74Updated 7 months ago
- A Sober Look at Language Model Reasoning☆92Updated last month
- End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆348Updated 3 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆85Updated 10 months ago
- [ICML 2025] Official Implementation of GLIDER☆72Updated 3 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆55Updated last year
- Discriminative Constrained Optimization for Reinforcing Large Reasoning Models☆49Updated 2 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆197Updated last month
- [ICML 2025] Official implementation of the paper "SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling". …☆17Updated last month
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆253Updated last week
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆51Updated 5 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆94Updated last year
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆114Updated 5 months ago
- AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence☆10Updated 10 months ago
- ☆71Updated 8 months ago
- Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models☆44Updated 3 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆96Updated 10 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- ☆55Updated 2 years ago
- Official Repository of "Learning what reinforcement learning can't"☆75Updated last week
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆50Updated 6 months ago