Representation Surgery for Multi-Task Model Merging. ICML, 2024.
☆51Oct 10, 2024Updated 2 years ago
Alternatives and similar repositories for RepresentationSurgery
Users that are interested in RepresentationSurgery are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆116Oct 28, 2024Updated 2 years ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 10 months ago
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆59Dec 15, 2025Updated 10 months ago
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆26Sep 13, 2024Updated 2 years ago
- 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 repository of "LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging"☆31Nov 4, 2024Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆33Feb 18, 2026Updated 8 months ago
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆92Jul 25, 2023Updated 3 years ago
- ☆33Jul 8, 2024Updated 2 years ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆795Oct 24, 2026Updated last week
- Lottery Ticket Adaptation☆40Nov 20, 2024Updated last year
- an official PyTorch implementation of the paper "Partial Network Cloning", CVPR 2023☆13Mar 21, 2023Updated 3 years ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆143Mar 17, 2025Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆82Mar 1, 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.
- Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity. NeurIPS, 2025.☆13Oct 12, 2025Updated last year
- [ICLR 2025] Official implementation of "Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning"☆11Apr 21, 2025Updated last year
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆15Mar 24, 2022Updated 4 years ago
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆35Jun 7, 2024Updated 2 years ago
- Official Code for "Token Distillation: Attention-aware Input Embeddings for New Tokens"☆13Mar 11, 2026Updated 7 months ago
- The official PyTorch implementation of ALRIGHT and MAXRIGHT algorithms for efficient trade-off in LLM post-training☆13Nov 11, 2025Updated 11 months ago
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆39Jul 12, 2024Updated 2 years ago
- ☆13Aug 12, 2026Updated 2 months ago
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆12Nov 29, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆52Jan 1, 2024Updated 2 years ago
- Code for SafeMERGE (ACL 2026).☆15Oct 2, 2026Updated 3 weeks ago
- [NeurIPS 2023] Code release for "Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity"☆19Oct 19, 2023Updated 3 years ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆244Updated this week
- The official repository for the experiments included in the paper titled "Patch-level Routing in Mixture-of-Experts is Provably Sample-ef…☆15Feb 12, 2026Updated 8 months ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆17Jul 18, 2024Updated 2 years ago
- Official codebase for AdaRank: Adaptive Rank Pruning for Enhanced Model Merging (ICLR 2026)☆20Jan 26, 2026Updated 9 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆54Jan 15, 2026Updated 9 months ago
- ☆14Jan 3, 2025Updated last year
- 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.
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated 2 years ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆62Dec 10, 2024Updated last year
- ☆224Feb 3, 2024Updated 2 years ago
- FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion (NeurIPS 2024 Spotlight)☆14Mar 31, 2025Updated last year
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆31May 15, 2024Updated 2 years ago
- Codebase for Merging Language Models (ICML 2024)☆878May 5, 2024Updated 2 years ago