[EMNLP 2025] LightThinker: Thinking Step-by-Step Compression
☆164Jun 22, 2026Updated last week
Alternatives and similar repositories for LightThinker
Users that are interested in LightThinker are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆24May 6, 2026Updated last month
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆223Nov 30, 2025Updated 7 months ago
- Official Repository of LatentSeek☆83Jun 6, 2025Updated last year
- [EMNLP 2024 Findings] Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information☆13Oct 1, 2024Updated last year
- ☆46Sep 27, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2025@FoRLM] R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search☆17Jan 24, 2026Updated 5 months ago
- Marketplace ML experiment - training without backprop☆28Sep 9, 2025Updated 9 months ago
- ☆20Jun 17, 2024Updated 2 years ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆777Feb 28, 2026Updated 4 months ago
- ☆64Mar 30, 2026Updated 3 months ago
- Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models☆53Sep 19, 2025Updated 9 months ago
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆32May 19, 2025Updated last year
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆99Feb 21, 2025Updated last year
- ☆22Dec 11, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆13May 23, 2021Updated 5 years ago
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆19Dec 17, 2025Updated 6 months ago
- Aligning Agentic World Models via Knowledgeable Experience Learning☆36May 15, 2026Updated last month
- ☆28Jul 18, 2025Updated 11 months ago
- [WSDM 2026] LookAhead Tuning: Safer Language Models via Partial Answer Previews☆18Dec 14, 2025Updated 6 months ago
- Implementation of AdaCQR(COLING 2025)☆15Dec 30, 2024Updated last year
- ☆13Jan 22, 2025Updated last year
- Source code and dataset for paper "End-to-End Transition-Based Online Dialogue Disentanglement"☆17May 17, 2021Updated 5 years ago
- Training Large Language Model to Reason in a Continuous Latent Space☆1,644Jun 10, 2026Updated 2 weeks ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆150Sep 12, 2025Updated 9 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆56Oct 29, 2024Updated last year
- (ACL 2025 Main) Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification - Offici…☆21Dec 26, 2025Updated 6 months ago
- ☆34Oct 13, 2025Updated 8 months ago
- An Ultra-Long Output Reinforcement Learning Approach☆23Jul 31, 2025Updated 11 months ago
- A Large-Scale Knowledge Graph for Automated Scientific Research☆132Jun 22, 2026Updated last week
- ☆20May 14, 2025Updated last year
- Vision-Language based Visual Object Tracking☆34May 14, 2026Updated last month
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆263May 14, 2025Updated last year
- 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.
- [NeurIPS 2025] The implementation of paper "On Reasoning Strength Planning in Large Reasoning Models"☆32Jul 6, 2025Updated 11 months ago
- Official Implementation of the paper "Jointly Reinforcing Diversity and Quality in Language Model Generations"☆62May 8, 2026Updated last month
- ☆20Mar 18, 2026Updated 3 months ago
- This project implements a Reinforcement Learning (RL) enhanced Retrieval-Augmented Generation (RAG) system that optimizes document retrie…☆25Apr 27, 2025Updated last year
- ☆27May 12, 2026Updated last month
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆91Feb 14, 2025Updated last year
- Reflect-RL: Two-Player Online RL Fine-Tuning for LMs☆18Jul 19, 2025Updated 11 months ago