Representation Surgery for Multi-Task Model Merging. ICML, 2024.
☆49Oct 10, 2024Updated last year
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.☆113Oct 28, 2024Updated last year
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated last year
- [ICML 2024] Code release for "On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm"☆11Feb 20, 2025Updated last year
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆57Dec 15, 2025Updated 7 months ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆26Sep 13, 2024Updated last year
- 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.
- Official repository of "LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging"☆31Nov 4, 2024Updated last year
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆769Updated this week
- an official PyTorch implementation of the paper "Partial Network Cloning", CVPR 2023☆13Mar 21, 2023Updated 3 years ago
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆92Jul 25, 2023Updated 2 years ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆144Mar 17, 2025Updated last year
- Codes for Merging Large Language Models☆37Aug 7, 2024Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆32Feb 18, 2026Updated 5 months ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆83Mar 1, 2025Updated last year
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆15Mar 24, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆37Jul 12, 2024Updated 2 years ago
- ☆12Feb 11, 2026Updated 5 months ago
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆12Nov 29, 2023Updated 2 years ago
- Identification of the Adversary from a Single Adversarial Example (ICML 2023)☆10Jul 15, 2024Updated 2 years ago
- [NeurIPS 2023] Code release for "Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity"☆19Oct 19, 2023Updated 2 years ago
- Code for SafeMERGE (ICLR 2025).☆15Apr 1, 2025Updated last year
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆51Jan 15, 2026Updated 6 months ago
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆32Jun 7, 2024Updated 2 years ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆15Jul 18, 2024Updated 2 years ago
- 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.
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆25Oct 11, 2025Updated 9 months ago
- ☆14Jan 3, 2025Updated last year
- Official codebase for AdaRank: Adaptive Rank Pruning for Enhanced Model Merging (ICLR 2026)☆20Jan 26, 2026Updated 5 months ago
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆62Dec 10, 2024Updated last year
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- Editing Models with Task Arithmetic☆548Jan 11, 2024Updated 2 years ago
- Lottery Ticket Adaptation☆40Nov 20, 2024Updated last year
- FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion (NeurIPS 2024 Spotlight)☆15Mar 31, 2025Updated last year
- Codebase for Merging Language Models (ICML 2024)☆869May 5, 2024Updated 2 years ago
- 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.
- The implement of FedCyBGD☆12Jul 19, 2024Updated 2 years ago
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- ☆19Jun 21, 2025Updated last year
- Code to reproduce the paper "Do causal predictors generalize better to new domains?"☆17Feb 7, 2025Updated last year
- Code to replicate the Representation Noising paper and tools for evaluating defences against harmful fine-tuning☆24Dec 12, 2024Updated last year
- [ICML 2022] "Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness" by Tianlong Chen*, Huan Zhang*, Zhenyu Zhang, Shiyu…☆16Jun 22, 2022Updated 4 years ago
- ☆14May 25, 2022Updated 4 years ago