π A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond
β351Jan 22, 2026Updated 2 months ago
Alternatives and similar repositories for Awesome_Efficient_LRM_Reasoning
Users that are interested in Awesome_Efficient_LRM_Reasoning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Trainingβ93Dec 3, 2024Updated last year
- βοΈ [ICCV 2025] Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraintsβ79Jul 10, 2025Updated 8 months ago
- instruction-following benchmark for large reasoning modelsβ44Aug 9, 2025Updated 7 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.β88Feb 15, 2025Updated last year
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoningβ71Jul 13, 2025Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- β68Jul 8, 2025Updated 8 months ago
- Code and data for "Timo: Towards Better Temporal Reasoning for Language Models" (COLM 2024)β25Oct 23, 2024Updated last year
- [ICLR2026] Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shapingβ63May 22, 2025Updated 10 months ago
- Open-Pandora: On-the-fly Control Video Generationβ35Nov 28, 2024Updated last year
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Modelsβ755Feb 28, 2026Updated last month
- Official Repository of "Learning to Reason under Off-Policy Guidance"β426Mar 20, 2026Updated last week
- β16Oct 12, 2025Updated 5 months ago
- β126Feb 4, 2026Updated last month
- The official code repository for the FullFront benchmarkβ27May 16, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling on Cloudways β’ AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Test-time preferenece optimization (ICML 2025).β181May 8, 2025Updated 10 months ago
- Official Repository of "Taming Masked Diffusion Language Models via Consistency Trajectory Reinforcement Learning with Fewer Decoding Steβ¦β27Mar 9, 2026Updated 3 weeks ago
- β133Jun 6, 2025Updated 9 months ago
- πΌ Official implementation of Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Expertsβ41Sep 29, 2024Updated last year
- β11Oct 25, 2024Updated last year
- [AAAI 2026] Data and Code for Paper IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasksβ41Nov 24, 2025Updated 4 months ago
- [CVPR' 25] Official repo for From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calβ¦β22Jun 6, 2025Updated 9 months ago
- The repository of the paper "REEF: Representation Encoding Fingerprints for Large Language Models," aims to protect the IP of open-sourceβ¦β76Jan 16, 2025Updated last year
- Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets andβ¦β65May 16, 2025Updated 10 months ago
- DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [CVPR 2026] TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Modelsβ65Feb 21, 2026Updated last month
- β23Oct 30, 2025Updated 4 months ago
- Code and data for "Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?" (ACL 2024)β32Jul 3, 2024Updated last year
- Latest Advances on Long Chain-of-Thought Reasoningβ620Jul 18, 2025Updated 8 months ago
- Speed Always Wins: A Survey on Efficient Architectures for Large Language Modelsβ403Nov 11, 2025Updated 4 months ago
- [ICML 2025 Oral] The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmaβ¦β70Jul 17, 2025Updated 8 months ago
- Paper list for Efficient Reasoning.β859Mar 16, 2026Updated 2 weeks ago
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".β94Nov 8, 2025Updated 4 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scalingβ186Jul 23, 2025Updated 8 months ago
- End-to-end encrypted cloud storage - Proton Drive β’ AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safetyβ58Jul 21, 2025Updated 8 months ago
- [CVPR2025] Extrapolating and Decoupling Image-to-Video Generation Models: Motion Modeling is Easier Than You Thinkβ23Jul 1, 2025Updated 8 months ago
- OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.β358Jun 1, 2025Updated 9 months ago
- A Survey of Reinforcement Learning for Large Reasoning Modelsβ2,393Nov 9, 2025Updated 4 months ago
- β75Apr 13, 2025Updated 11 months ago
- Latest Advances on System-2 Reasoningβ1,341Jun 8, 2025Updated 9 months ago
- Scalable RL solution for advanced reasoning of language modelsβ1,831Mar 18, 2025Updated last year