Model Merging with SVD to Tie the KnOTS [ICLR 2025]
☆98Apr 3, 2025Updated last year
Alternatives and similar repositories for KnOTS
Users that are interested in KnOTS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch code for NeurIPS 2025 paper "Accurate and Efficient Low-Rank Model Merging in Core Space"☆42Feb 2, 2026Updated 8 months ago
- ☆224Feb 3, 2024Updated 2 years ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆793Updated this week
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆241Aug 5, 2026Updated 2 months ago
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆59Dec 15, 2025Updated 9 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICML 2025] No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces (official repository)☆47Aug 7, 2025Updated last year
- The implementation for FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts (ICCV25)☆16Jun 26, 2025Updated last year
- Official repository of "LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation" by D. Shenaj,…☆16Oct 16, 2025Updated 11 months ago
- ☆18Apr 29, 2025Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 9 months ago
- ☆27Feb 10, 2026Updated 8 months ago
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- ICLR 2026 "OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging".☆60Jun 18, 2026Updated 3 months ago
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆18Sep 2, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆116Oct 28, 2024Updated last year
- The official repository of "Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors""☆50Oct 1, 2025Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆33Feb 18, 2026Updated 7 months ago
- Editing Models with Task Arithmetic☆555Jan 11, 2024Updated 2 years ago
- ☆35Feb 10, 2025Updated last year
- [AAAI 2026] Official implementation of "FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models". If you find this reposi…☆19Aug 26, 2026Updated last month
- Official Code Repository for the paper "Key-value memory in the brain"☆34Feb 25, 2025Updated last year
- Codebase for adaptive continual memory☆15Aug 15, 2023Updated 3 years ago
- [NeurIPS 2024] GACL: Exemplar-Free Generalized Analytic Continual Learning☆20Nov 5, 2024Updated 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.
- Model merging is a highly efficient approach for long-to-short reasoning.☆104Oct 15, 2025Updated 11 months ago
- Repository for the paper Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning☆36May 2, 2023Updated 3 years ago
- ☆33Jul 8, 2024Updated 2 years ago
- The repo for HiRA paper☆37Jan 9, 2026Updated 9 months ago
- ☆64Oct 17, 2023Updated 2 years ago
- Code for "Merging Text Transformers from Different Initializations"☆20Feb 2, 2025Updated last year
- ACL 2024: LoRA-Flow Dynamic LoRA Fusion for Large Language Models in Generative Tasks☆25Oct 9, 2024Updated 2 years ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆50Oct 10, 2024Updated 2 years ago
- Codes for Merging Large Language Models☆37Aug 7, 2024Updated 2 years 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.
- Official implementation of "Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent".☆23May 23, 2025Updated last year
- This repo contains the source code for VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks (NeurIPS 2024).☆44Oct 15, 2024Updated last year
- ☆33Dec 17, 2025Updated 9 months ago
- PyTorch code for our paper "AdaSVD: Adaptive Singular Value Decomposition for Large Language Models"☆16Mar 9, 2025Updated last year
- [COLM 2025] LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation☆175Jul 8, 2025Updated last year
- [ICLR 2026] AdaBlock-dLLM: Semantic-Aware Diffusion LLM Inference via Adaptive Block Size☆17Jan 28, 2026Updated 8 months ago
- Codebase for Merging Language Models (ICML 2024)☆876May 5, 2024Updated 2 years ago