A framework for merging models solving different tasks with different initializations into one multi-task model without any additional training
☆319Jan 18, 2024Updated 2 years ago
Alternatives and similar repositories for ZipIt
Users that are interested in ZipIt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆224Feb 3, 2024Updated 2 years ago
- Code release for REPAIR: REnormalizing Permuted Activations for Interpolation Repair☆53Jan 29, 2024Updated 2 years ago
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆98Apr 3, 2025Updated last year
- Code for "Merging Text Transformers from Different Initializations"☆20Feb 2, 2025Updated last year
- A curated list of Model Merging methods.☆95Dec 3, 2025Updated 11 months 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.
- ☆14Dec 29, 2024Updated last year
- Codebase for "C2M3: Cycle-Consistent Multi-Model Merging".☆13Aug 20, 2025Updated last year
- Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"☆518Mar 7, 2023Updated 3 years ago
- Git Re-Basin: Merging Models modulo Permutation Symmetries in PyTorch☆79Feb 9, 2023Updated 3 years ago
- Editing Models with Task Arithmetic☆551Jan 11, 2024Updated 2 years ago
- Codebase for Merging Language Models (ICML 2024)☆877May 5, 2024Updated 2 years ago
- Codes for the paper "Optimizing Mode Connectivity via Neuron Alignment" from NeurIPS 2020.☆16Dec 10, 2020Updated 5 years ago
- Personal implementation of ASIF by Antonio Norelli☆26May 24, 2024Updated 2 years ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆244Oct 27, 2026Updated last week
- 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.
- Model Fusion via Optimal Transport, NeurIPS 2020☆156Nov 16, 2022Updated 3 years ago
- Codes for Merging Large Language Models☆37Aug 7, 2024Updated 2 years ago
- ☆23Nov 1, 2022Updated 4 years ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆82Mar 1, 2025Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 10 months ago
- Code for CVPR 2024 Oral "Neural Lineage"☆17Jun 18, 2024Updated 2 years ago
- Official PyTorch Implementation of "Learning to Learn with Generative Models of Neural Network Checkpoints"☆347Oct 3, 2022Updated 4 years 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
- Official repository of the "Transformer Fusion with Optimal Transport" paper, published as a conference paper at ICLR 2024.☆31Apr 19, 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.
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆143Mar 17, 2025Updated last year
- Tools for merging pretrained large language models.☆7,438Oct 31, 2026Updated last week
- an official PyTorch implementation of the paper "Partial Network Cloning", CVPR 2023☆13Mar 21, 2023Updated 3 years ago
- Pytorch code for NeurIPS 2025 paper "Accurate and Efficient Low-Rank Model Merging in Core Space"☆42Feb 2, 2026Updated 9 months ago
- A benchmark suite for Scalable Diverse Model Selection for Accessible Transfer Learning from our NeurIPS 2021 paper.☆15Dec 14, 2022Updated 3 years ago
- PyTorch codes for the paper "An Empirical Study of Multimodal Model Merging"☆37Oct 11, 2023Updated 3 years ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆795Oct 31, 2026Updated last week
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆669Jul 22, 2024Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆117Oct 28, 2024Updated 2 years ago
- 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.
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time☆528Jul 15, 2024Updated 2 years ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆114Jun 8, 2023Updated 3 years ago
- The implementation for FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts (ICCV25)☆16Jun 26, 2025Updated last year
- ☆79Apr 29, 2024Updated 2 years ago
- ☆13Aug 12, 2026Updated 2 months ago
- [ICML 2025] No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces (official repository)☆47Aug 7, 2025Updated last year
- [CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".☆247Mar 28, 2023Updated 3 years ago