Official implementation of the NeurIPS 2025 paper "Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space"
☆352Jun 12, 2026Updated 3 months ago
Alternatives and similar repositories for Soft-Thinking
Users that are interested in Soft-Thinking are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge☆135May 24, 2026Updated 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…☆95May 30, 2025Updated last year
- Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"☆107Dec 15, 2025Updated 9 months ago
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆97Jun 29, 2026Updated 2 months ago
- Official Repository of LatentSeek☆87Jun 6, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Official implementation of Latent-SFT: teaching LLMs to reason with vocabulary-space latent chains.☆60Aug 31, 2026Updated 2 weeks ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆384Jun 20, 2026Updated 2 months ago
- Training Large Language Model to Reason in a Continuous Latent Space☆1,708Jul 2, 2026Updated 2 months ago
- Paper list for Efficient Reasoning.☆905May 29, 2026Updated 3 months ago
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆415Nov 5, 2025Updated 10 months ago
- MCOUT: Multimodal Chain of Continuous Thought for Latent Reasoning☆22Oct 4, 2025Updated 11 months ago
- Parallel Continuous Chain-of-Thought with Jacobi Iteration. Accepted to EMNLP 2025.☆25Mar 29, 2026Updated 5 months ago
- ☆118Jan 11, 2026Updated 8 months ago
- [NeurIPS 2025] Hybrid Latent Reasoning via Reinforcement Learning☆197Sep 15, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICML'26] Official implementation of paper "Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models"☆84Jul 17, 2026Updated 2 months ago
- [CVPR2026] Official codebase for the paper "Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space"☆88May 12, 2026Updated 4 months ago
- [ICML 2026] Heima☆76May 20, 2026Updated 3 months ago
- [ICLR 2026] An official implementation of "SIM-CoT: Supervised Implicit Chain-of-Thought"☆215Apr 13, 2026Updated 5 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆165Jun 22, 2026Updated 2 months ago
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆75Oct 2, 2025Updated 11 months ago
- Official implementation of the paper "Pretraining Language Models to Ponder in Continuous Space"☆27Jul 21, 2025Updated last year
- [ICLR 2026] Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization☆32Mar 6, 2026Updated 6 months ago
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆24May 6, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆226Nov 30, 2025Updated 9 months ago
- Code for Research Project TLDR☆26Jul 28, 2025Updated last year
- Official implementation for Text Generation Beyond Discrete Token Sampling☆26Aug 11, 2025Updated last year
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆105Dec 19, 2024Updated last year
- ☆17Feb 4, 2026Updated 7 months ago
- A paper list of Awesome Latent Space.☆971Jul 13, 2026Updated 2 months ago
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]☆65Apr 11, 2026Updated 5 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆790Feb 28, 2026Updated 6 months ago
- [ICML 2026] Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning☆36Sep 12, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR 2026] SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs☆140Aug 2, 2026Updated last month
- Code for the SofT-GRPO algorithm on the LLM soft-thinking reasoning pattern.☆52Jan 2, 2026Updated 8 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆360Jan 22, 2026Updated 7 months ago
- "Parallel Test-Time Scaling for Latent Reasoning Models"☆25Apr 12, 2026Updated 5 months ago
- ☆208Apr 19, 2025Updated last year
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,123Apr 15, 2026Updated 5 months ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆39Apr 4, 2024Updated 2 years ago