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#### Model files may be downloaded with ModelScope SDK or through git clone directly.

Download with ModelScope’s Python SDK
```bash
#Install ModelScope
pip install modelscope
```
```python
#Download with ModelScope’s Python SDK
from modelscope import snapshot_download
model_dir = snapshot_download('hopper21/Aesthetic-v4')
```
Download with Git clone
```
git clone https://www.modelscope.ai/hopper21/Aesthetic-v4.git
```

<p style="color: lightgrey;">If you are a contributor to this model, we invite you to promptly update the model card content according to <a href="https://www.modelscope.ai/docs/contribute/model-integration" style="color: lightgrey; text-decoration: underline;">the model contribution documentation</a>.</p>


Files with SHA256: 1692b4a3aeb8c792d96b3fcc47fdb9ae8696b1b49c56c9e44ed633eccf923ebd