Community Pipeline Examples

Example usages

Differential Diffusion

Usage example

HD-Painter

Usage example

Marigold Depth Estimation

LLM-grounded Diffusion

Use this pipeline with an LLM

Use this pipeline on its own for layout generation

CLIP Guided Stable Diffusion

One Step Unet

Stable Diffusion Interpolation

Stable Diffusion Mega

Long Prompt Weighting Stable Diffusion

pytorch

onnxruntime

Speech to Image

Wildcard Stable Diffusion

Composable Stable diffusion

Imagic Stable Diffusion

Seed Resizing

Multilingual Stable Diffusion Pipeline

GlueGen Stable Diffusion Pipeline

Image to Image Inpainting Stable Diffusion

Text Based Inpainting Stable Diffusion

Bit Diffusion

Stable Diffusion with K Diffusion

Checkpoint Merger Pipeline

Stable Diffusion Comparisons

Magic Mix

Stable UnCLIP

UnCLIP Text Interpolation Pipeline

UnCLIP Image Interpolation Pipeline

DDIM Noise Comparative Analysis Pipeline

Research question: What visual concepts do the diffusion models learn from each noise level during training?

CLIP Guided Img2Img Stable Diffusion

TensorRT Text2Image Stable Diffusion Pipeline

EDICT Image Editing Pipeline

Stable Diffusion RePaint

TensorRT Image2Image Stable Diffusion Pipeline

Stable Diffusion Reference

Stable Diffusion ControlNet Reference

Stable Diffusion on IPEX

Stable Diffusion XL on IPEX

CLIP Guided Images Mixing With Stable Diffusion

Stable Diffusion XL Long Weighted Prompt Pipeline

Example Images Mixing (with CoCa)

Stable Diffusion Mixture Tiling

TensorRT Inpainting Stable Diffusion Pipeline

Stable Diffusion Mixture Canvas

IADB pipeline

Zero1to3 pipeline

Stable Diffusion XL Reference

Stable diffusion fabric pipeline

Masked Im2Im Stable Diffusion Pipeline

Prompt2Prompt Pipeline

Latent Consistency Pipeline

Latent Consistency Img2img Pipeline

Latent Consistency Interpolation Pipeline

StableDiffusionUpscaleLDM3D Pipeline

Generate a rgb/depth output from LDM3D

Upscale the previous output to a resolution of (1024, 1024)

ControlNet + T2I Adapter Pipeline

ControlNet + T2I Adapter + Inpainting Pipeline

Regional Prompting Pipeline

Usage

Sample Code

Cols, Rows mode

2-Dimentional division

Prompt Mode

syntax

Sample

threshold

Prompt and Prompt-EX

Accuracy

Mask

Use common prompt

Negative prompt

Parameters

Input Parameters

Required Parameters

Optional Parameters

Diffusion Posterior Sampling Pipeline

AnimateDiff ControlNet Pipeline

DemoFusion

SDE Drag pipeline

Instaflow Pipeline

Null-Text Inversion pipeline

Rerender A Video

StyleAligned Pipeline

AnimateDiff Image-To-Video Pipeline

IP Adapter Face ID

InstantID Pipeline

UFOGen Scheduler

Perturbed-Attention Guidance

Example Usage

PAG Parameters