LLM-Merging: Building LLMs Efficiently through Merging
☆209Sep 24, 2024Updated last year
Alternatives and similar repositories for LLM-Merging
Users that are interested in LLM-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:
- Code for "Merging Text Transformers from Different Initializations"☆20Feb 2, 2025Updated last year
- Codebase for Merging Language Models (ICML 2024)☆867May 5, 2024Updated 2 years ago
- Editing Models with Task Arithmetic☆539Jan 11, 2024Updated 2 years ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆113Jun 8, 2023Updated 2 years ago
- 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆730May 15, 2026Updated last week
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated last year
- Tools for merging pretrained large language models.☆7,083May 6, 2026Updated 2 weeks ago
- Official repository of Evolutionary Optimization of Model Merging Recipes☆1,420Nov 29, 2024Updated last year
- ☆77Apr 29, 2024Updated 2 years ago
- ☆42Oct 31, 2024Updated last year
- ☆216Feb 3, 2024Updated 2 years ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆80Mar 1, 2025Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆104Oct 28, 2024Updated last year
- 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.
- ☆19Mar 25, 2025Updated last year
- Plug in & Play Pytorch Implementation of the paper: "Evolutionary Optimization of Model Merging Recipes" by Sakana AI☆31Nov 11, 2024Updated last year
- A curated list of Model Merging methods.☆95Dec 3, 2025Updated 5 months ago
- ☆56Nov 6, 2024Updated last year
- Patching open-vocabulary models by interpolating weights☆91Sep 28, 2023Updated 2 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆513Aug 26, 2024Updated last year
- [Ongoing Project] Codebase for network quantization study.☆12May 20, 2020Updated 6 years ago
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆25Oct 11, 2025Updated 7 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Unofficial Implementation of Evolutionary Model Merging☆42Mar 28, 2024Updated 2 years ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆39Feb 27, 2024Updated 2 years ago
- ☆10Apr 16, 2024Updated 2 years ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆220Apr 27, 2026Updated 3 weeks ago
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time☆514Jul 15, 2024Updated last year
- ☆19Jan 3, 2025Updated last year
- ICME2022 Special Session “Beyond Accuracy: Responsible, Responsive, and Robust Multimedia Retrieval ”☆12Jun 3, 2024Updated last year
- Experiments for our CLEAR benchmark of unlearning methods in a multimodal setup☆23Aug 6, 2025Updated 9 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Nov 26, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Source code of "Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers" EMNLP 2025☆17Jan 12, 2026Updated 4 months ago
- A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.☆19May 3, 2026Updated 2 weeks ago
- Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"☆30Apr 22, 2026Updated last month
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆143Mar 17, 2025Updated last year
- ☆23Jun 15, 2022Updated 3 years ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆68Sep 30, 2024Updated last year
- [EMNLP '23] Discriminator-Guided Chain-of-Thought Reasoning☆50Oct 11, 2024Updated last year