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README.md
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## 🔥 ACE Models
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ACE++ provides a comprehensive toolkit for image editing and generation to support various applications. We encourage developers to choose the appropriate model based on their own scenarios and to fine-tune their models using data from their specific scenarios to achieve more stable results.
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## 🔥 Applications
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The ACE++ model supports a wide range of downstream tasks through simple adaptations. Here are some examples, and we look forward to seeing the community explore even more exciting applications utilizing the ACE++ model.
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## ⚙️️ Installation
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Download the code using the following command:
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## 🔥 ACE Models
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ACE++ provides a comprehensive toolkit for image editing and generation to support various applications. We encourage developers to choose the appropriate model based on their own scenarios and to fine-tune their models using data from their specific scenarios to achieve more stable results.
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### ACE++ Portrait
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Portrait-consistent generation to maintain the consistency of the portrait.
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<table><tbody>
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<tr>
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<td>Tuning Method</td>
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<td>Input</td>
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<td>Output</td>
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<td>Instruction</td>
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<td>Models</td>
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</tr>
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<tr>
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<td>LoRA <br>+ ACE Data</td>
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<td><img src="./assets/samples/portrait/human_1.jpg" width="200"></td>
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<td><img src="./assets/samples/portrait/human_1_1.jpg" width="200"></td>
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<td style="word-wrap:break-word;word-break:break-all;" width="250px";>"Maintain the facial features. A girl is wearing a neat police uniform and sporting a badge. She is smiling with a friendly and confident demeanor. The background is blurred, featuring a cartoon logo."</td>
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<td align="center" style="word-wrap:break-word;word-break:break-all;" width="200px";><a href="https://www.modelscope.cn/models/iic/ACE_Plus/"><img src="https://img.shields.io/badge/ModelScope-Model-blue" alt="ModelScope link"> </a> <a href="https://huggingface.co/ali-vilab/ACE_Plus/tree/main/portrait/"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-yellow" alt="HuggingFace link"> </a> </td>
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</tr>
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</tbody>
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</table>
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Models' scepter_path:
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- **ModelScope:** ms://iic/ACE_Plus@portrait/xxxx.safetensors
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- **HuggingFace:** hf://ali-vilab/ACE_Plus@portrait/xxxx.safetensors
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### ACE++ Subject
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Subject-driven image generation task to maintain the consistency of a specific subject in different scenes.
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<table><tbody>
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<tr>
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<td>Tuning Method</td>
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<td>Input</td>
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<td>Output</td>
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<td>Instruction</td>
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<td>Models</td>
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</tr>
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<tr>
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<td>LoRA <br>+ ACE Data</td>
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<td><img src="./assets/samples/subject/subject_1.jpg" width="200"></td>
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<td><img src="./assets/samples/subject/subject_1_1.jpg" width="200"></td>
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<td style="word-wrap:break-word;word-break:break-all;" width="250px";>"Display the logo in a minimalist style printed in white on a matte black ceramic coffee mug, alongside a steaming cup of coffee on a cozy cafe table."</td>
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<td align="center" style="word-wrap:break-word;word-break:break-all;" width="200px";><a href="https://www.modelscope.cn/models/iic/ACE_Plus/"><img src="https://img.shields.io/badge/ModelScope-Model-blue" alt="ModelScope link"> </a> <a href="https://huggingface.co/ali-vilab/ACE_Plus/tree/main/subject/"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-yellow" alt="HuggingFace link"> </a> </td>
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</tr>
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</tbody>
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</table>
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Models' scepter_path:
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- **ModelScope:** ms://iic/ACE_Plus@subject/xxxx.safetensors
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- **HuggingFace:** hf://ali-vilab/ACE_Plus@subject/xxxx.safetensors
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### ACE++ LocalEditing
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Redrawing the mask area of images while maintaining the original structural information of the edited area.
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<table><tbody>
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<tr>
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<td>Tuning Method</td>
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<td>Input</td>
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<td>Output</td>
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<td>Instruction</td>
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<td>Models</td>
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</tr>
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<tr>
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<td>LoRA <br>+ ACE Data</td>
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<td><img src="./assets/samples/local/local_1.webp" width="200"><br><img src="./assets/samples/local/local_1_m.webp" width="200"></td>
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<td><img src="./assets/samples/local/local_1_1.jpg" width="200"></td>
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<td style="word-wrap:break-word;word-break:break-all;" width="250px";>"By referencing the mask, restore a partial image from the doodle {image} that aligns with the textual explanation: "1 white old owl"."</td>
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<td align="center" style="word-wrap:break-word;word-break:break-all;" width="200px";><a href="https://www.modelscope.cn/models/iic/ACE_Plus/"><img src="https://img.shields.io/badge/ModelScope-Model-blue" alt="ModelScope link"> </a> <a href="https://huggingface.co/ali-vilab/ACE_Plus/tree/main/local_editing/"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-yellow" alt="HuggingFace link"> </a> </td>
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</tr>
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</tbody>
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</table>
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Models' scepter_path:
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- **ModelScope:** ms://iic/ACE_Plus@local_editing/xxxx.safetensors
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- **HuggingFace:** hf://ali-vilab/ACE_Plus@local_editing/xxxx.safetensors
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### ACE++ Fully [Coming soon]
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Fully finetuning a composite model with ACE’s data to support various editing and reference generation tasks through an instructive approach.
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## 🔥 Applications
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The ACE++ model supports a wide range of downstream tasks through simple adaptations. Here are some examples, and we look forward to seeing the community explore even more exciting applications utilizing the ACE++ model.
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<table><tbody>
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<tr>
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<th align="center" colspan="1">Application</th>
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<th align="center" colspan="1">ACE++ Model</th>
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<th align="center" colspan="5">Examples</th>
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</tr>
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<tr>
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<td>Try On</td>
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<td>ACE++ Subject</td>
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<td><img src="./assets/samples/application/try_on/1_ref.png" width="200"></td>
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<td><img src="./assets/samples/application/try_on/1_1_edit.png" width="200"></td>
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<td><img src="./assets/samples/application/try_on/1_1_m.png" width="200"></td>
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<td><img src="./assets/samples/application/try_on/1_1_res.png" width="200"></td>
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<td style="word-wrap:break-word;word-break:break-all;" width="100px";>"The woman dresses this skirt."</td>
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</tr>
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<tr>
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<td>Logo Paste</td>
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<td>ACE++ Subject</td>
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<td><img src="./assets/samples/application/logo_paste/1_ref.png" width="200"></td>
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<td><img src="./assets/samples/application/logo_paste/1_1_edit.png" width="200"></td>
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<td><img src="./assets/samples/application/logo_paste/1_1_m.png" width="200"></td>
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<td><img src="./assets/samples/application/logo_paste/1_1_res.webp" width="200"></td>
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<td style="word-wrap:break-word;word-break:break-all;" width="100px";>"The logo is printed on the headphones."</td>
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</tr>
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<tr>
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<td>Photo Editing</td>
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<td>ACE++ Subject</td>
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<td><img src="./assets/samples/application/photo_editing/1_ref.png" width="200"></td>
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<td><img src="./assets/samples/application/photo_editing/1_1_edit.png" width="200"></td>
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<td><img src="./assets/samples/application/photo_editing/1_1_m.png" width="200"></td>
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<td><img src="./assets/samples/application/photo_editing/1_1_res.jpg" width="200"></td>
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<td style="word-wrap:break-word;word-break:break-all;" width="100px";>"The item is put on the ground."</td>
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</tr>
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<tr>
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<td>Movie Poster Editor</td>
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<td>ACE++ Portrait</td>
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<td><img src="./assets/samples/application/movie_poster/1_ref.png" width="200"></td>
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<td><img src="./assets/samples/application/movie_poster/1_1_edit.png" width="200"></td>
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<td><img src="./assets/samples/application/movie_poster/1_1_m.png" width="200"></td>
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<td><img src="./assets/samples/application/movie_poster/1_1_res.webp" width="200"></td>
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<td style="word-wrap:break-word;word-break:break-all;" width="100px";>"The man is facing the camera and is smiling."</td>
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</tr>
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</tbody>
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</table>
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## ⚙️️ Installation
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Download the code using the following command:
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