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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.
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
We are experimenting with training smaller ControlNets 🤏 that can still retain their control capabilities! This is the training script used. Please check the models released, and consider giving us feedback 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 ✨