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MODEL Listed

Qwen Image Edit 2511 GGUF

Qwen Image Edit 2511 GGUF is a specialized image-to-image model optimized for local deployment via the GGUF format. Unlike general-purpose diffusion models, this version focuses on precise image manipulation and editing tasks, allowing developers to modify visual content based on textual instructions while maintaining structural consistency. By leveraging GGUF quantization, it significantly lowers the VRAM barrier, making it viable for integration into edge applications or developer workstations without requiring enterprise-grade GPUs. It is particularly useful for building automated design tools, iterative asset refinement pipelines, and AI-driven photo editing software where low latency and local privacy are priorities.

unslothimage-to-image
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01 / MODEL CARD

Model card

Qwen Image Edit 2511 GGUF is a specialized image-to-image model optimized for local deployment via the GGUF format. Unlike general-purpose diffusion models, this version focuses on precise image manipulation and editing tasks, allowing developers to modify visual content based on textual instructions while maintaining structural consistency. By leveraging GGUF quantization, it significantly lowers the VRAM barrier, making it viable for integration into edge applications or developer workstations without requiring enterprise-grade GPUs. It is particularly useful for building automated design tools, iterative asset refinement pipelines, and AI-driven photo editing software where low latency and local privacy are priorities.

Model typeimage-to-image
Providerunsloth
Licenseapache-2.0
02 / FILES & VERSIONS

Model files and versions

Model cardModel description and metadata available in this entry
Listed
Source repositoryhttps://huggingface.co/unsloth/Qwen-Image-Edit-2511-GGUF
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Version informationUse the source repository for the latest version
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03 / DOWNLOAD

Download this model

We recommend using the ModelScope CLI or SDK. Install ModelScope first, then choose a full snapshot, single file, SDK or Git LFS workflow.

This entry points to Hugging Face. The commands use the matching ModelScope repository format; confirm that the repository exists on ModelScope before running them. Model repository: unsloth/Qwen-Image-Edit-2511-GGUF
Install ModelScope

Install the CLI and SDK dependency before downloading.

pip install modelscope
Download the full model repository

Download the complete weights, configuration and model card.

modelscope download --model unsloth/Qwen-Image-Edit-2511-GGUF
Download one file to a local directory

README.md is used as an example; replace it with another repository file when needed.

modelscope download --model unsloth/Qwen-Image-Edit-2511-GGUF README.md --local_dir ./dir
Download with the SDK

Useful in Python projects and automation scripts.

from modelscope import snapshot_download
model_dir = snapshot_download('unsloth/Qwen-Image-Edit-2511-GGUF')
Clone with Git

Make sure Git LFS is installed correctly.

git lfs install
git clone https://www.modelscope.cn/unsloth/Qwen-Image-Edit-2511-GGUF.git
Clone without downloading LFS blobs

Fetch the repository structure first, then pull large files when needed.

GIT_LFS_SKIP_SMUDGE=1 git clone https://www.modelscope.cn/unsloth/Qwen-Image-Edit-2511-GGUF.git
04 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the model card and source information.

  2. 02
    Step 2

    Start with a small, non-sensitive evaluation.

  3. 03
    Step 3

    Review quality, licensing and usage limits.

  4. 04
    Step 4

    Adopt it only after validation.

05 / DISCUSSIONS

Discussions

Use this space to keep checking source information, usage experience and maintenance status.

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