Tools for merging pretrained large language models.
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Feb 26, 2025 - Python
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model-merging
Here are 18 public repositories matching this topic...
FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion
deep-neural-networks machine-learning-algorithms model-fusion multi-tasking model-ensemble large-language-models model-merging model-mixing model-upscaling
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Feb 15, 2025 - Python
Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)
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Jul 25, 2023 - Python
AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.
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Oct 28, 2024 - Python
ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse
toolbox regularization knowledge-distillation pre-trained-model model-reuse parameter-efficient-tuning model-merging
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Sep 2, 2023 - Python
Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]
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Oct 25, 2024 - Python
Representation Surgery for Multi-Task Model Merging. ICML, 2024.
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Oct 10, 2024 - Python
DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling
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Jul 12, 2024 - Python
All-in-one UI for merged LLMs in Hugging Face
ai leaderboard merge huggingface large-language-models llm generative-ai model-merging mergekit mergoo
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Jun 10, 2024 - Python
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic
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Jan 10, 2025 - Python
[ECCV 2024] MagMax: Leveraging Model Merging for Seamless Continual Learning (official repository)
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Jul 29, 2024 - Python
flow-merge is a powerful Python library that enables seamless merging of multiple transformer-based language models using the most popular merge methods such as model soups, SLERP, ties-MERGING or DARE.
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Feb 12, 2025 - Python
Merge transformers without using like a bajillion GB of RAM
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Aug 5, 2023 - Python
An easy-to-use Python library for merging PyTorch models.
machine-learning ai deep-learning models transformers merge torch pytorch merging model-merging isaacus
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Jun 13, 2024 - Python
SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery. Arxiv, 2024.
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Oct 21, 2024 - Python
The code used in the paper "DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging"
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Oct 8, 2024 - Python
This repository serves as a template for creating new projects based on FusionBench. It includes all the necessary configurations and boilerplate code to get started quickly.
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Nov 21, 2024 - Python
Official repository of our work "Efficient Model Editing with Task-Localized Sparse Fine-tuning" accepted at ICLR 2025
deep-learning transformer pruning peft neural-network-pruning llms model-merging parameter-efficient-fine-tuning task-arithmetic sparse-fine-tuning
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Feb 24, 2025 - Python
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