Originally posted to Huggingface.
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FLUX.1 Depth [dev] LoRA is a LoRA extracted from FLUX.1 Depth [dev], a 12 billion parameter rectified flow transformer capable of generating an image based on a text description while following the structure of a given input image. For more information, please read our blog post. The LoRA is applicable to FLUX.1 [dev].
Key Features
Cutting-edge output quality.
It blends impressive prompt adherence with maintaining the structure of source images based on depth maps.
Trained using guidance distillation, making
FLUX.1 Depth [dev] LoRAmore efficient.Open weights to drive new scientific research, and empower artists to develop innovative workflows.
Generated outputs can be used for personal, scientific, and commercial purposes as described in the
FLUX.1 [dev]Non-Commercial License.
Usage
We provide a reference implementation of FLUX.1 Depth [dev], as well as sampling code, in a dedicated github repository. Developers and creatives looking to build on top of FLUX.1 Depth [dev] are encouraged to use this as a starting point.
Description
Workflow for Depth LoRA Incoming! The current workflow here is for the full Depth Model - LoRA workflow and details coming shortly.
FAQ
Comments (4)
Great job! Is there a lora for openpose as well?
There is not, unfortunately!
where does the dpt_hybrid-midas-501f0c75.pt go? i installed Controlnet aux several times but there is allways an error aboute the midas depth map. i downlöoaded the file manually but don´t know where it belong
Very odd. If you open the workflow, install the missing node via the ComfyUI manager (it takes some time!), then restart, it should work flawlessly. I've never had to deal with models directly I'm afraid.