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metadata
title: README
emoji: 📉
colorFrom: green
colorTo: purple
sdk: static
pinned: false
Welcome to the 🧨 diffusers organization!
diffusers is the go-to library for state-of-the-art pretrained diffusion models for multi-modal generative AI. You can use it on GitHub.
In this organization, you can find some utilities and models the diffusers team has made for you 🫶
🆕 SDXL ControlNets
The diffusers team is training ControlNets for Stable Diffusion XL
Small sized ControlNets
The team is experimenting with training smaller ControlNets that can still retain their control capabilities. This is the training script used. Check out some of the models released, and please provide us with feedback on what you thought about them on our Discord server
| ControlNet | Size in fp16 |
|---|---|
controlnet-canny-sdxl-1.0-small |
320MB |
controlnet-canny-sdxl-1.0-mid |
545MB |
controlnet-depth-sdxl-1.0-small |
320MB |
controlnet-depth-sdxl-1.0-mid |
545MB |
Full sized ControlNets
The team has also trained full sized ControlNets - as big as the SDXL model (5GB in fp32). We have provided a ControlNet training script and guide here
Utilities
- Convert Stable Diffusion XL weights to
diffusersformat - Convert Stable Diffusion weights to
diffusersformat - Convert diffusers models to
safetensorsformat
More coming soon ✨