Model card
Stable Diffusion XL (SDXL) 1.0 represents a significant architectural leap over previous versions, moving to a larger UNet and utilizing a dual-encoder system to better understand complex prompts. For developers, the primary draw is the native support for 1024x1024 resolution, which eliminates the heavy cropping or distorting often found in older 512px models. It excels at photorealism and spatial composition, making it a robust choice for integrating generative art into apps, gaming assets, or automated marketing pipelines. Because it is released under the OpenRAIL++ license, it offers the flexibility for commercial deployment with local hosting, allowing you to avoid API latency and per-image costs by leveraging your own GPU infrastructure.
Model files and versions
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We recommend using the ModelScope CLI or SDK. Install ModelScope first, then choose a full snapshot, single file, SDK or Git LFS workflow.
stabilityai/stable-diffusion-xl-base-1.0Install the CLI and SDK dependency before downloading.
pip install modelscopeDownload the complete weights, configuration and model card.
modelscope download --model stabilityai/stable-diffusion-xl-base-1.0README.md is used as an example; replace it with another repository file when needed.
modelscope download --model stabilityai/stable-diffusion-xl-base-1.0 README.md --local_dir ./dirUseful in Python projects and automation scripts.
from modelscope import snapshot_download
model_dir = snapshot_download('stabilityai/stable-diffusion-xl-base-1.0')Make sure Git LFS is installed correctly.
git lfs install
git clone https://www.modelscope.cn/stabilityai/stable-diffusion-xl-base-1.0.gitFetch the repository structure first, then pull large files when needed.
GIT_LFS_SKIP_SMUDGE=1 git clone https://www.modelscope.cn/stabilityai/stable-diffusion-xl-base-1.0.gitHow to use
- 01Step 1
Read the model card and source information.
- 02Step 2
Start with a small, non-sensitive evaluation.
- 03Step 3
Review quality, licensing and usage limits.
- 04Step 4
Adopt it only after validation.
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