Editing Models with Task Arithmetic
☆534Jan 11, 2024Updated 2 years ago
Alternatives and similar repositories for task_vectors
Users that are interested in task_vectors are comparing it to the libraries listed below
Sorting:
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆112Jun 8, 2023Updated 2 years ago
- ☆210Feb 3, 2024Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆99Oct 28, 2024Updated last year
- Patching open-vocabulary models by interpolating weights☆91Sep 28, 2023Updated 2 years ago
- Codebase for Merging Language Models (ICML 2024)☆863May 5, 2024Updated last year
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆674Feb 23, 2026Updated last week
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆205Feb 6, 2026Updated 3 weeks ago
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time☆506Jul 15, 2024Updated last year
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆93Jul 25, 2023Updated 2 years ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆61May 9, 2023Updated 2 years ago
- LLM-Merging: Building LLMs Efficiently through Merging☆209Sep 24, 2024Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆24Sep 13, 2024Updated last year
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆13Sep 2, 2024Updated last year
- Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"☆506Mar 7, 2023Updated 2 years ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆29May 15, 2024Updated last year
- Official repository of "LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging"☆32Nov 4, 2024Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆47Oct 10, 2024Updated last year
- ☆33Jul 8, 2024Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆76Mar 1, 2025Updated last year
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆669Jul 22, 2024Updated last year
- Model Stock: All we need is just a few fine-tuned models☆129Aug 9, 2025Updated 6 months ago
- ☆104Oct 30, 2023Updated 2 years ago
- Robust fine-tuning of zero-shot models☆760Apr 29, 2022Updated 3 years ago
- Recycling diverse models☆46Jan 18, 2023Updated 3 years ago
- Tools for merging pretrained large language models.☆6,814Jan 26, 2026Updated last month
- A framework for merging models solving different tasks with different initializations into one multi-task model without any additional tr…☆310Jan 18, 2024Updated 2 years ago
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆456Sep 6, 2023Updated 2 years ago
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆49Dec 15, 2025Updated 2 months ago
- Official Repository for Dataset Inference for LLMs☆42Jul 25, 2024Updated last year
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Nov 26, 2023Updated 2 years ago
- [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang☆16May 4, 2023Updated 2 years ago
- Official codebase for AdaRank: Adaptive Rank Pruning for Enhanced Model Merging (ICLR 2026)☆16Jan 26, 2026Updated last month
- Function Vectors in Large Language Models (ICLR 2024)☆192Apr 17, 2025Updated 10 months ago
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆86Apr 3, 2025Updated 10 months ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆68Mar 29, 2023Updated 2 years ago
- ☆19Jul 24, 2023Updated 2 years ago
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆30Jun 7, 2024Updated last year