Model merging is a highly efficient approach for long-to-short reasoning.
☆103Oct 15, 2025Updated 8 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:
- ☆17Nov 20, 2024Updated last year
- ☆28Jul 18, 2025Updated 11 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 4 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆224Nov 30, 2025Updated 7 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.
- [ICLR 2026] Official Implementation of ProxyThinker: Test-Time Guidance through Small Visual Reasoners.☆22Sep 24, 2025Updated 9 months ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆232Jun 23, 2026Updated 2 weeks ago
- The official repository of "Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors""☆50Oct 1, 2025Updated 9 months ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆762Updated this week
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- Official repository for Activation-Informed Merging (AIM) of Large Language Models☆24Feb 10, 2025Updated last year
- Codes for Merging Large Language Models☆37Aug 7, 2024Updated last year
- This the implementation of LeCo☆33Jan 20, 2025Updated last year
- A method of ensemble learning for heterogeneous large language models.☆62Aug 7, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆25Apr 10, 2025Updated last year
- ☆215Feb 3, 2024Updated 2 years ago
- Official Repo for SwS: A Weakness-driven Problem Synthesis Framework in RL for LLM Reasoning☆41Nov 11, 2025Updated 7 months ago
- Delta-CoMe can achieve near loss-less 1-bit compressin which has been accepted by NeurIPS 2024☆59Nov 16, 2024Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆189May 20, 2025Updated last year
- [Findings@ACL'26] LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing☆74Apr 6, 2026Updated 3 months ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆23Mar 25, 2026Updated 3 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 2 months ago
- ☆19Dec 20, 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.
- Codebase for Merging Language Models (ICML 2024)☆869May 5, 2024Updated 2 years ago
- Kinetics: Rethinking Test-Time Scaling Laws☆87Jul 11, 2025Updated 11 months ago
- Mixture-of-Basis-Experts for Compressing MoE-based LLMs☆36Dec 24, 2025Updated 6 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆91Feb 14, 2025Updated last year
- A user-friendly & efficient knowledge distillation framework for LLMs, supporting off-policy, on-policy (OPD), cross-tokenizer, multimoda…☆221Jul 2, 2026Updated last week
- ☆20Mar 18, 2026Updated 3 months ago
- Official implementation for DenseMixer: Improving MoE Post-Training with Precise Router Gradient☆67Aug 3, 2025Updated 11 months ago
- [ICML2025] Official Repo for Paper "Optimizing Temperature for Language Models with Multi-Sample Inference"☆23Feb 16, 2025Updated last year
- [NeurIPS 2025] The implementation of paper "On Reasoning Strength Planning in Large Reasoning Models"☆32Jul 6, 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.
- MUA-RL: MULTI-TURN USER-INTERACTING AGENT REINFORCEMENT LEARNING FOR AGENTIC TOOL USE☆64Nov 5, 2025Updated 8 months ago
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆16Feb 4, 2025Updated last year
- ☆25Dec 13, 2024Updated last year
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆25Oct 11, 2025Updated 8 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆443Jul 11, 2025Updated 11 months ago
- ☆21Sep 5, 2022Updated 3 years ago
- [arxiv: 2512.19673] Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies☆60Feb 6, 2026Updated 5 months ago