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@@ -29,6 +29,27 @@ Key design:
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  - **Variable reference images**: Supports 1–6 reference images per sample via dynamic `shape_list`.
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  - **Norm-guided CFG**: Batch-concatenated classifier-free guidance with norm rescaling in a single forward pass.
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  ## Usage
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  ```python
 
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  - **Variable reference images**: Supports 1–6 reference images per sample via dynamic `shape_list`.
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  - **Norm-guided CFG**: Batch-concatenated classifier-free guidance with norm rescaling in a single forward pass.
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+ ## Installation
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+
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+ `JoyImageEditPlusPipeline` has not yet been merged into the official diffusers release. Before it is available in a stable version, you need to install diffusers from the PR branch:
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+ ```bash
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+ pip install git+https://github.com/tangyanf/diffusers.git@add-joyimage-edit-plus
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+ ```
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+
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+ If you have already installed diffusers, make sure to uninstall it first:
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+
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+ ```bash
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+ pip uninstall diffusers -y
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+ pip install git+https://github.com/tangyanf/diffusers.git@add-joyimage-edit-plus
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+ ```
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+
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+ Once the PR is merged into the official diffusers repository, you can switch back to the standard installation:
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+ ```bash
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+ pip install diffusers --upgrade
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+ ```
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+
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  ## Usage
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  ```python