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Use Sd3.5 Large ControlNet to generate images from a written prompt and a control image with Stable Diffusion 3.5 and ControlNet; the example previews and saves the generated image.
The GGUF example uses Canny control; the page says you can choose blur or depth instead.
The example processes the loaded image through Canny for a control preview, then decodes the generated image and sends it to SaveImage.
The setup instructions place sd3.5_large_controlnet_canny.safetensors (8.65GB) in ./ComfyUI/models/controlnet and sd3.5_large-q4_0.gguf (4.77GB) in ./ComfyUI/models/unet.
Place clip_g.safetensors (1.39GB), clip_l.safetensors (246MB), and t5xxl_fp8_e4m3fn.safetensors (4.89GB) in ./ComfyUI/models/clip; place diffusion_pytorch_model.safetensors (168MB) in ./ComfyUI/models/vae.
The setup list names sd3.5_large_controlnet_canny.safetensors, sd3.5_large-q4_0.gguf, and clip_g.safetensors.
It also names clip_l.safetensors, t5xxl_fp8_e4m3fn.safetensors, and diffusion_pytorch_model.safetensors.
The page references ComfyUI, the ComfyUI-GGUF node, and the gguf-comfy pack.
The page provides a GGUF example and an original safetensors example, and recommends the GGUF option.
With the gguf-comfy pack, the instructions say to run the .bat file in the main directory, then drag the workflow JSON into a browser.
The page describes the original safetensors option as very demanding and advises using good hardware.
The license is listed as “other” and the page links a LICENSE file; review that file’s terms before use.
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--- license: other license_name: stabilityai-ai-community license_link: LICENSE language: - en base_model: - stabilityai/stable-diffusion-3.5-controlnets pipeline_tag: text-to-image tags: - stable-diffusion - controlnet - gguf-comfy --- # GGUF quantized version of Stable Diffusion 3.5 Large with ControlNets  ## Setup (once) - drag sd3.5_large_controlnet_canny.safetensors ([8.65GB](https://huggingface.co/calcuis/sd3.5-large-controlnet/blob/main/sd3.5_large_controlnet_canny.safetensors)) to > ./ComfyUI/models/controlnet - drag sd3.5_large-q4_0.gguf ([4.77GB](https://huggingface.co/calcuis/sd3.5-large-controlnet/blob/main/sd3.5_large-q4_0.gguf)) to > ./ComfyUI/models/unet - drag clip_g.safetensors ([1.39GB](https://huggingface.co/calcuis/sd3.5-large-controlnet/blob/main/clip_g.safetensors)) to > ./ComfyUI/models/clip - drag clip_l.safetensors ([246MB](https://huggingface.co/calcuis/sd3.5-large-controlnet/blob/main/clip_l.safetensors)) to > ./ComfyUI/models/clip - drag t5xxl_fp8_e4m3fn.safetensors ([4.89GB](https://huggingface.co/calcuis/sd3.5-large-controlnet/blob/main/t5xxl_fp8_e4m3fn.safetensors)) to > ./ComfyUI/models/clip - drag diffusion_pytorch_model.safetensors ([168MB](https://huggingface.co/calcuis/sd3.5-large-controlnet/blob/main/diffusion_pytorch_model.safetensors)) to > ./ComfyUI/models/vae ## Run it straight (no installation needed way) - run the .bat file in the main directory (assuming you are using the gguf-comfy pack below) - drag the workflow json file (below) to > your browser ### Workflows - example workflow for [gguf](https://huggingface.co/calcuis/sd3.5-large-controlnet/blob/main/workflow-sd3.5-controlnet-gguf.json) (recommended; demo above is canny; free to opt blur or depth) - example workflow for the original safetensors (this option is very demanding; make sure you have good hardware) ### References - base model from [stabilityai](https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets) - comfyui from [comfyanonymous](https://github.com/comfyanonymous/ComfyUI) - gguf node from [city96](https://github.com/city96/ComfyUI-GGUF) - gguf-comfy [pack](https://github.com/calcuis/gguf-comfy/releases)
Source context: 1044 downloads · 9 likes · Pipeline text-to-image · Library diffusers · Repo calcuis/sd3.5-large-controlnet
Source context: 635 downloads · 9 likes · Pipeline text-to-image · Library diffusers · Repo calcuis/sd3.5-large-controlnet
