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README.md
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This workflow combines the power of HiDream diffusion models with Florence-2 captioning for enhanced image-to-image generation in ComfyUI:
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- โจ **Image-to-image generation** with the state-of-the-art HiDream diffusion model
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- ๐ฎ **Florence-2** intelligent prompt generation and image captioning
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- ๐ผ๏ธ **VAE encoding/decoding** and advanced CLIP-based text encoding
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- ๐ซ **
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- ๐ป **Low VRAM mode** available for systems with limited resources
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## ๐ Try It Now!
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1. Download all required models and place them in the correct directories as listed above
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2. Import the workflow into ComfyUI
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3. Load your input image, adjust settings as needed
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## ๐ป Low VRAM Mode (< 24GB VRAM)
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This workflow combines the power of HiDream diffusion models with Florence-2 captioning for enhanced image-to-image generation in ComfyUI:
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- โจ **Image-to-image generation** with the state-of-the-art HiDream diffusion model
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- ๐ฎ **Optional Florence-2** intelligent prompt generation and image captioning
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- ๐ผ๏ธ **VAE encoding/decoding** and advanced CLIP-based text encoding
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- ๐ซ **Customizable negative prompts** for artifact reduction
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- ๐ป **Low VRAM mode** available for systems with limited resources
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## ๐ Try It Now!
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1. Download all required models and place them in the correct directories as listed above
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2. Import the workflow into ComfyUI
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3. Load your input image, adjust settings as needed
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4. Choose whether to use Florence-2 automatic captioning:
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- **With Florence-2**: Provide a brief prefix that will be combined with the AI-generated caption
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- **Without Florence-2**: Enter your complete custom prompt directly
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5. Customize the negative prompt to avoid unwanted elements
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6. Generate new images with enhanced quality
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## ๐ป Low VRAM Mode (< 24GB VRAM)
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