huggingface/diffusers

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Documentation	What can I learn?
Quickstart	A basic crash course for loading pipelines, generating outputs, and applying common inference optimizations.
Loading	Guides for how to load and configure all the components (pipelines, models, and schedulers) of the library, as well as how to use different schedulers.
Modular Diffusers	Build flexible diffusion systems from modular pipeline components.
Optimization	Guides for how to optimize your diffusion model to run faster and consume less memory.
Training	Guides for how to train a diffusion model for different tasks with different training techniques.

Task	Pipeline	🤗 Hub
Unconditional Image Generation	DDPM	google/ddpm-ema-church-256
Text-to-Image	Stable Diffusion Text-to-Image	stable-diffusion-v1-5/stable-diffusion-v1-5
Text-to-Image	unCLIP	kakaobrain/karlo-v1-alpha
Text-to-Image	DeepFloyd IF	DeepFloyd/IF-I-XL-v1.0
Text-to-Image	Kandinsky	kandinsky-community/kandinsky-2-2-decoder
Text-guided Image-to-Image	ControlNet	lllyasviel/sd-controlnet-canny
Text-guided Image-to-Image	InstructPix2Pix	timbrooks/instruct-pix2pix
Text-guided Image-to-Image	Stable Diffusion Image-to-Image	stable-diffusion-v1-5/stable-diffusion-v1-5
Text-guided Image Inpainting	Stable Diffusion Inpainting	stable-diffusion-v1-5/stable-diffusion-inpainting
Image Variation	Stable Diffusion Image Variation	lambdalabs/sd-image-variations-diffusers
Super Resolution	Stable Diffusion Upscale	stabilityai/stable-diffusion-x4-upscaler
Super Resolution	Stable Diffusion Latent Upscale	stabilityai/sd-x2-latent-upscaler

Installation