Model merging is a highly efficient approach for long-to-short reasoning.
☆104Oct 15, 2025Updated 6 months ago
Alternatives and similar repositories for Long-to-Short-via-Model-Merging
Users that are interested in Long-to-Short-via-Model-Merging are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆27Jul 18, 2025Updated 9 months ago
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated last year
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆260Mar 7, 2026Updated last month
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆214Nov 30, 2025Updated 4 months ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆211Updated this week
- 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.
- The official repository of "Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors""☆49Oct 1, 2025Updated 6 months ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆707Apr 10, 2026Updated last week
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- Codes for Merging Large Language Models☆35Aug 7, 2024Updated last year
- This the implementation of LeCo☆32Jan 20, 2025Updated last year
- A method of ensemble learning for heterogeneous large language models.☆64Aug 7, 2024Updated last year
- [Findings@ACL'26] LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing☆52Apr 6, 2026Updated last week
- ☆214Feb 3, 2024Updated 2 years ago
- Delta-CoMe can achieve near loss-less 1-bit compressin which has been accepted by NeurIPS 2024☆58Nov 16, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official Repo for SwS: A Weakness-driven Problem Synthesis Framework in RL for LLM Reasoning☆42Nov 11, 2025Updated 5 months ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆189May 20, 2025Updated 10 months ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆21Mar 25, 2026Updated 3 weeks ago
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆22Nov 9, 2025Updated 5 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆103Oct 28, 2024Updated last year
- ☆19Dec 20, 2024Updated last year
- Codebase for Merging Language Models (ICML 2024)☆863May 5, 2024Updated last year
- Kinetics: Rethinking Test-Time Scaling Laws☆87Jul 11, 2025Updated 9 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆92Feb 14, 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.
- ☆20Mar 18, 2026Updated last month
- Official implementation for DenseMixer: Improving MoE Post-Training with Precise Router Gradient☆66Aug 3, 2025Updated 8 months ago
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆24Oct 11, 2025Updated 6 months ago
- [NeurIPS 2025] The implementation of paper "On Reasoning Strength Planning in Large Reasoning Models"☆32Jul 6, 2025Updated 9 months ago
- MUA-RL: MULTI-TURN USER-INTERACTING AGENT REINFORCEMENT LEARNING FOR AGENTIC TOOL USE☆58Nov 5, 2025Updated 5 months ago
- ☆25Dec 13, 2024Updated last year
- The MiniAgents visualization tool for simulacra.☆18Apr 18, 2024Updated 2 years ago
- The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…☆30Nov 24, 2024Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆435Jul 11, 2025Updated 9 months ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [arxiv: 2512.19673] Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies☆60Feb 6, 2026Updated 2 months ago
- Scalable RL solution for advanced reasoning of language models☆1,845Mar 18, 2025Updated last year
- ☆335May 31, 2025Updated 10 months ago
- ☆53Oct 8, 2024Updated last year
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆85May 30, 2025Updated 10 months ago
- [EMNLP 2025] Code for paper "Table-R1: Inference-Time Scaling for Table Reasoning"☆29Jun 3, 2025Updated 10 months ago
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆36Jul 12, 2024Updated last year