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  # Flux-ControlNet: Text-to-Image Diffusion Model with Caption Alignment
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- This repository hosts **Flux-ControlNet**, a customized ControlNet-based diffusion model designed for generating text-embedded images.
 
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  ---
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  ## Key Features
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  ---
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  # Training Parameters for Flux-ControlNet
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-
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  General Parameters:
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  Model Architecture: Flux-based ControlNet Model
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  Image Resolution: 512x512
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  Learning Rate: 1e-5 (with cosine schedular)
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  Weight Decay: 0.01
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  Gradient Clipping: 1.0
 
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  # Flux-ControlNet: Text-to-Image Diffusion Model with Caption Alignment
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+ This repository hosts **Flux-ControlNet**, a customized ControlNet-based diffusion model designed for generating text-embedded images.
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+
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  ---
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  ## Key Features
 
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  ---
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  # Training Parameters for Flux-ControlNet
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+ ```
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  General Parameters:
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  Model Architecture: Flux-based ControlNet Model
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  Image Resolution: 512x512
 
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  Learning Rate: 1e-5 (with cosine schedular)
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  Weight Decay: 0.01
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  Gradient Clipping: 1.0
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+ ```
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+ # Inference Code
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+ Soon to be added
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