Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"
☆31Jun 7, 2024Updated last year
Alternatives and similar repositories for weight-ensembling_MoE
Users that are interested in weight-ensembling_MoE are comparing it to the libraries listed below
Sorting:
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆23Oct 11, 2025Updated 4 months ago
- Codes for Merging Large Language Models☆35Aug 7, 2024Updated last year
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆24Sep 13, 2024Updated last year
- Official implementation of "Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent".☆21May 23, 2025Updated 9 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆100Oct 28, 2024Updated last year
- ☆18Aug 19, 2024Updated last year
- [ICLR 2025] Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization☆25Oct 5, 2025Updated 5 months ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆140Mar 17, 2025Updated 11 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆47Oct 10, 2024Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆52Dec 22, 2025Updated 2 months ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆112Jun 8, 2023Updated 2 years ago
- The official repository of "Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors""☆49Oct 1, 2025Updated 5 months ago
- ☆40Aug 10, 2024Updated last year
- [ICLR 2024 Oral] Improving Convergence and Generalization Using Parameter Symmetries☆31May 29, 2024Updated last year
- ☆80Mar 17, 2022Updated 3 years ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆683Updated this week
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆49Dec 15, 2025Updated 2 months ago
- A Data-Driven Approach to Predict the Success of Bank Telemarketing☆10Apr 27, 2021Updated 4 years ago
- ☆52Oct 23, 2023Updated 2 years ago
- Guide to interviewing for industry machine learning roles (data/applied/research scientist, ML engineer, etc).☆11Dec 28, 2022Updated 3 years ago
- ☆14Feb 2, 2021Updated 5 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 2 years ago
- ☆10Jul 16, 2023Updated 2 years ago
- Identification of the Adversary from a Single Adversarial Example (ICML 2023)☆10Jul 15, 2024Updated last year
- Code for VOTS2023 Challenge tracker☆10Jul 6, 2023Updated 2 years ago
- A collection of demos and utilities prepared ahead of the Vector Institute Privacy Enhancing Techniques (PETs) Bootcamp.☆15Sep 22, 2022Updated 3 years ago
- Code for ScaleFL☆34Dec 11, 2025Updated 2 months ago
- Editing Models with Task Arithmetic☆535Jan 11, 2024Updated 2 years ago
- [NeurIPS 24] MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks☆134Nov 23, 2024Updated last year
- A curated list of Model Merging methods.☆95Dec 3, 2025Updated 3 months ago
- ☆11Oct 20, 2023Updated 2 years ago
- [ICLR 2026] Official Implementation of ProxyThinker: Test-Time Guidance through Small Visual Reasoners.☆20Sep 24, 2025Updated 5 months ago
- Official repository for Activation-Informed Merging (AIM) of Large Language Models☆21Feb 10, 2025Updated last year
- Randomized algorithm class at CU☆15Jul 8, 2025Updated 8 months ago
- List Flower resources☆12Feb 4, 2022Updated 4 years ago
- Convert datasets from Hugging Face to FiftyOne for Visualization☆11Mar 15, 2024Updated last year
- ☆11Nov 13, 2024Updated last year