This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.
☆31May 15, 2024Updated last year
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 7 months ago
- Code for "SAM as an Optimal Relaxation of Bayes", ICLR 2023.☆25Jul 21, 2023Updated 2 years ago
- IVON optimizer for neural networks based on variational learning.☆82Nov 7, 2024Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆25Sep 13, 2024Updated last year
- Bayesian Low-Rank Adaptation for Large Language Models☆38Jun 22, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Generative Model for Neural Networks☆24Jul 2, 2020Updated 5 years ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆112Jun 8, 2023Updated 2 years ago
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- Editing Models with Task Arithmetic☆534Jan 11, 2024Updated 2 years ago
- ☆213Feb 3, 2024Updated 2 years ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆700Updated this week
- Dissecting the weight space of neural networks☆18Apr 16, 2021Updated 4 years ago
- ☆14Mar 31, 2024Updated last year
- Official code for "Algorithmic Capabilities of Random Transformers" (NeurIPS 2024)☆16Sep 28, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆80Mar 17, 2022Updated 4 years ago
- Source Code for "Adapters for Enhanced Modeling of Multilingual Knowledge and Text"☆12Oct 28, 2022Updated 3 years ago
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆55May 5, 2023Updated 2 years ago
- Laplace Redux -- Effortless Bayesian Deep Learning☆45Jun 6, 2025Updated 9 months ago
- An example showing how to use jax to train resnet50 on multi-node multi-GPU☆20Jul 4, 2022Updated 3 years ago
- Code for AISTATS 2017 paper on "Conjugate-Computation Variational Inference"☆20Jul 10, 2020Updated 5 years ago
- ☆30Jun 19, 2023Updated 2 years ago
- Code for Knowledge-Adaptation Priors based on the NeurIPS 2021 paper by Khan and Swaroop.☆17Feb 1, 2022Updated 4 years ago
- A curated list of research papers and resources on Cultural LLM.☆52Sep 26, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Official repository for Activation-Informed Merging (AIM) of Large Language Models☆22Feb 10, 2025Updated last year
- Risk-sensitive Inverse Reinforcement Learning☆11Sep 11, 2019Updated 6 years ago
- ☆18Nov 20, 2024Updated last year
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated last year
- A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesi…☆59Nov 1, 2023Updated 2 years ago
- PyTorch implementation of paper "Flat Metric Minimization with Applications in Generative Modeling"☆19May 14, 2019Updated 6 years ago
- Visual Concept Connectome☆15Jun 23, 2024Updated last year
- [ICLR 2024] Unveiling the Pitfalls of Knowledge Editing for Large Language Models☆22Jun 13, 2024Updated last year
- [CVPR 2024] LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation☆13Jun 17, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆13Feb 21, 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…☆13Jan 26, 2025Updated last year
- ☆12Apr 19, 2022Updated 3 years ago
- [NeurIPS'24] Official PyTorch implementation for paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"☆27Feb 24, 2025Updated last year
- General system research material (not limited to paper) reading notes.☆22Mar 17, 2021Updated 5 years ago
- Gymnasium environment for research of UAVs and risk constraints☆12Oct 29, 2024Updated last year
- Codebase for Merging Language Models (ICML 2024)☆863May 5, 2024Updated last year