Codebase for Merging Language Models (ICML 2024)
☆872May 5, 2024Updated 2 years ago
Alternatives and similar repositories for MergeLM
Users that are interested in MergeLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆219Feb 3, 2024Updated 2 years ago
- Tools for merging pretrained large language models.☆7,287Jun 17, 2026Updated last month
- Merge safetensor files using the technique described in "Language Models are Super Mario: Absorbing Abilities from Homologous Models as a…☆83Oct 17, 2024Updated last year
- Editing Models with Task Arithmetic☆552Jan 11, 2024Updated 2 years ago
- Codes for Merging Large Language Models☆37Aug 7, 2024Updated 2 years 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.
- 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 Evolutionary Optimization of Model Merging Recipes☆1,436Nov 29, 2024Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 7 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆153Sep 10, 2023Updated 2 years ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆772Updated this week
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆37Jul 12, 2024Updated 2 years ago
- This repository is the implementation of the paper Training Free Pretrained Model Merging (CVPR2024).☆34Mar 5, 2024Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆114Oct 28, 2024Updated last year
- LLM-Merging: Building LLMs Efficiently through Merging☆208Sep 24, 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.
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆671Jul 22, 2024Updated 2 years ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆644Mar 4, 2024Updated 2 years ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆142Mar 17, 2025Updated last year
- Robust recipes to align language models with human and AI preferences☆5,658May 26, 2026Updated 2 months ago
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆75May 20, 2025Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆49Oct 10, 2024Updated last year
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆82Mar 1, 2025Updated last year
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,694Mar 8, 2024Updated 2 years ago
- 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.
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆237Aug 5, 2026Updated last week
- FuseAI Project☆600Jan 25, 2025Updated last year
- A framework for merging models solving different tasks with different initializations into one multi-task model without any additional tr…☆316Jan 18, 2024Updated 2 years ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,340Mar 6, 2025Updated last year
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆1,004Dec 6, 2024Updated last year
- Merge Transformers language models by use of gradient parameters.☆215Aug 8, 2024Updated 2 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆601Dec 9, 2024Updated last year
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,920Jan 21, 2024Updated 2 years ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆162Feb 9, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A curated list of Model Merging methods.☆95Dec 3, 2025Updated 8 months ago
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,250May 8, 2024Updated 2 years ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆513May 20, 2024Updated 2 years ago
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models☆1,959Jan 16, 2024Updated 2 years ago
- Train transformer language models with reinforcement learning.☆19,048Updated this week
- Aligning pretrained language models with instruction data generated by themselves.☆4,610Mar 27, 2023Updated 3 years ago
- A framework for few-shot evaluation of language models.☆13,595Updated this week