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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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tags: |
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- Text-to-Image |
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- ControlNet |
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- Stable Diffusion |
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- diffusers |
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pipeline_tag: text-to-image |
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base_model: black-forest-labs/FLUX.1-dev |
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language: |
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- en |
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--- |
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|
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![ControlNet Canny for Flux](https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/light/controlnet-canny-header-rev1.png?raw=true) |
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This repository provides a checkpoint with trained ControlNet Canny model for |
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[FLUX.1-dev model](https://huggingface.co/black-forest-labs/FLUX.1-dev) by Black Forest Labs |
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# ComfyUI |
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[See our github](https://github.com/XLabs-AI/x-flux-comfyui) for comfy ui workflows. |
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![Example Picture 1](https://github.com/XLabs-AI/x-flux-comfyui/blob/main/assets/image1.png?raw=true) |
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# Training details |
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[XLabs AI](https://github.com/XLabs-AI) team is happy to publish fune-tuning Flux scripts, including: |
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- **LoRA** π₯ |
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- **ControlNet** π₯ |
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[See our github](https://github.com/XLabs-AI/x-flux) for train script and train configs. |
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# Training dataset |
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Dataset has the following format for the training process: |
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``` |
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βββ images/ |
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β βββ 1.png |
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β βββ 1.json |
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β βββ 2.png |
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β βββ 2.json |
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β βββ ... |
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``` |
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A .json file contains "caption" field with a text prompt. |
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# Inference |
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To test our checkpoints, use commands presented below. |
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```bash |
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python3 demo_controlnet_inference.py \ |
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--checkpoint controlnet.safetensors \ |
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--control_image "input_image.jpg" \ |
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--prompt "a handsome viking man with white hair, cinematic, MM full HD" |
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``` |
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![Example Picture 1](https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/examples/picture-3-rev1.png?raw=true) |
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```bash |
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python3 demo_controlnet_inference.py \ |
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--checkpoint controlnet.safetensors \ |
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--control_image "input_image.jpg" \ |
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--prompt "a dark evil mysterius house with ghosts, cinematic, MM full HD" |
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``` |
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![Example Picture 2](https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/examples/picture-2-rev1.png?raw=true) |
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# License |
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controlnet.safetensors falls under the [FLUX.1 [dev]](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md) Non-Commercial License<br/> |