This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.
☆31May 15, 2024Updated 2 years ago
Alternatives and similar repositories for iclr2024-model-merging
Users that are interested in iclr2024-model-merging are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Jul 30, 2025Updated last year
- Code for "SAM as an Optimal Relaxation of Bayes", ICLR 2023.☆26Jul 21, 2023Updated 3 years ago
- Bayesian Low-Rank Adaptation for Large Language Models☆43Jun 22, 2024Updated 2 years ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆26Sep 13, 2024Updated last year
- Generative Model for Neural Networks☆25Jul 2, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆112Jun 8, 2023Updated 3 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆115Oct 28, 2024Updated last year
- Code and dataset for Polyglot Prompting: Multilingual Multitask Prompt Training.☆18Dec 7, 2022Updated 3 years ago
- Dissecting the weight space of neural networks☆18Apr 16, 2021Updated 5 years ago
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- ☆14Mar 31, 2024Updated 2 years ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 8 months ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆239Aug 5, 2026Updated last month
- Source Code for "Adapters for Enhanced Modeling of Multilingual Knowledge and Text"☆12Oct 28, 2022Updated 3 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.
- An example showing how to use jax to train resnet50 on multi-node multi-GPU☆20Jul 4, 2022Updated 4 years ago
- ☆30Jul 17, 2025Updated last year
- Laplace Redux -- Effortless Bayesian Deep Learning☆46Jun 6, 2025Updated last year
- Code for AISTATS 2017 paper on "Conjugate-Computation Variational Inference"☆20Jul 10, 2020Updated 6 years ago
- ☆30Jun 19, 2023Updated 3 years ago
- A curated list of research papers and resources on Cultural LLM.☆55Sep 26, 2024Updated last year
- Risk-sensitive Inverse Reinforcement Learning☆11Sep 11, 2019Updated 6 years ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆779Updated this week
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated last year
- 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.
- [ICLR 2024] Unveiling the Pitfalls of Knowledge Editing for Large Language Models☆22Jun 13, 2024Updated 2 years ago
- Training and testing code from our CVPR 2023 paper "Are Deep Neural Networks SMARTer than Second Graders?"☆11Aug 10, 2023Updated 3 years ago
- Code for our EMNLP-2023 paper: "Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks"☆26Nov 16, 2023Updated 2 years ago
- ☆13Sep 9, 2020Updated 5 years ago
- DataRubrics, a structured framework for assessing the quality of both human- and model-generated datasets. Leveraging recent advances in …☆16Jun 6, 2025Updated last year
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆14Jan 26, 2025Updated last year
- [NeurIPS'24] Official PyTorch implementation for paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"☆28Feb 24, 2025Updated last year
- ☆12Apr 19, 2022Updated 4 years ago
- Geometry of concept grasp in latent space☆23Jan 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is the implementation of CounterCurate, the data curation pipeline of both physical and semantic counterfactual image-caption pairs.☆19Jun 27, 2024Updated 2 years ago
- Code and data to explore neural scaling laws of xLSTM and Transformer models.☆24Apr 8, 2026Updated 4 months ago
- Codebase for Merging Language Models (ICML 2024)☆874May 5, 2024Updated 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 3 years ago
- [ICML 2024] Code release for "On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm"☆11Feb 20, 2025Updated last year
- ☆13Mar 18, 2024Updated 2 years ago
- Robust Reinforcement Learning Benchmark☆14Sep 22, 2024Updated last year