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README.md
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license: other
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license_name: flux-1-dev-non-commercial-license
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license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
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---
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license: other
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license_name: flux-1-dev-non-commercial-license
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license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
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language:
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- en
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library_name: diffusers
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pipeline_tag: text-to-image
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tags:
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- Text-to-Image
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- ControlNet
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- Diffusers
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- Flux.1-dev
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- image-generation
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- Stable Diffusion
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base_model: black-forest-labs/FLUX.1-dev
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---
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# FLUX.1-dev-ControlNet-Pose
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This repository contains a Pose ControlNet for FLUX.1-dev model trained by researchers from [Shakker Labs](https://huggingface.co/Shakker-Labs).
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# Model Cards
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- The model consists of 4 FluxTransformerBlock and 1 FluxSingleTransformerBlock following the same setting in [Shakker-Labs/FLUX.1-dev-ControlNet-Depth](https://huggingface.co/Shakker-Labs/FLUX.1-dev-ControlNet-Depth).
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- This checkpoint is trained on both real and generated image datasets, with 40\*A800 for 75K steps. The batch size 40\*8=320 with resolution=512. The learning rate is set to 1e-5. We use [controlnet_aux](https://github.com/huggingface/controlnet_aux/tree/master/src/controlnet_aux/dwpose) to extract conditions.
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- The recommended controlnet_conditioning_scale is 0.7.
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# Showcases
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<div class="container">
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<img src="./assets/teaser.png" width="1024"/>
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</div>
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# Resources
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- [InstantX/FLUX.1-dev-Controlnet-Canny](https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Canny)
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- [Shakker-Labs/FLUX.1-dev-ControlNet-Depth](https://huggingface.co/Shakker-Labs/FLUX.1-dev-ControlNet-Depth)
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- [Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro](https://huggingface.co/Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro)
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# Acknowledgements
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This project is released by [Shakker AI](https://www.shakker.ai/). All copyright reserved.
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