Codebase for Merging Language Models (ICML 2024)
☆867May 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:
- ☆216Feb 3, 2024Updated 2 years ago
- Tools for merging pretrained large language models.☆7,083May 6, 2026Updated 2 weeks ago
- 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
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆730May 15, 2026Updated last week
- Editing Models with Task Arithmetic☆539Jan 11, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official repository of Evolutionary Optimization of Model Merging Recipes☆1,420Nov 29, 2024Updated last year
- Codes for Merging Large Language Models☆36Aug 7, 2024Updated last year
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆93Jul 25, 2023Updated 2 years ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 5 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆151Sep 10, 2023Updated 2 years ago
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆38Jul 12, 2024Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆104Oct 28, 2024Updated last year
- This repository is the implementation of the paper Training Free Pretrained Model Merging (CVPR2024).☆34Mar 5, 2024Updated 2 years ago
- LLM-Merging: Building LLMs Efficiently through Merging☆209Sep 24, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆671Jul 22, 2024Updated last year
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆143Mar 17, 2025Updated last year
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆75May 20, 2025Updated last year
- Robust recipes to align language models with human and AI preferences☆5,602Apr 8, 2026Updated last month
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆49Oct 10, 2024Updated last year
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆220Apr 27, 2026Updated 3 weeks ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,679Mar 8, 2024Updated 2 years ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆80Mar 1, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- FuseAI Project☆595Jan 25, 2025Updated last year
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- A framework for merging models solving different tasks with different initializations into one multi-task model without any additional tr…☆314Jan 18, 2024Updated 2 years ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,337Mar 6, 2025Updated last year
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆1,001Dec 6, 2024Updated last year
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,913Jan 21, 2024Updated 2 years ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆159Feb 9, 2024Updated 2 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆596Dec 9, 2024Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,523May 15, 2026Updated last week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,240May 8, 2024Updated 2 years ago
- Merge Transformers language models by use of gradient parameters.☆214Aug 8, 2024Updated last year
- A framework for few-shot evaluation of language models.☆12,595May 11, 2026Updated last week
- A curated list of Model Merging methods.☆95Dec 3, 2025Updated 5 months ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆515May 20, 2024Updated 2 years ago
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models☆1,933Jan 16, 2024Updated 2 years ago
- Train transformer language models with reinforcement learning.☆18,411Updated this week