Stable Diffusion Resources

The following resources are available for members.

  1. Google Colab Notebooks – AUTOMATIC1111, Forge, and ComfyUI
  2. Google Colab Notebook for model training:
    • Checkpoint – SD 1.5
    • LoRA – SD 1.5, SDXL, and Flux1.Dev
  3. Simple, reusable ComfyUI workflow examples

Notebooks for image generation

AUTOMATIC1111 Colab notebook (tutorial)

Forge Colab notebook (tutorial)

ComfyUI Colab notebook (tutorial)

Model Training

Train checkpoint models for Stable Diffusion 1.5

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Train LoRA for Stable Diffusion 1.5

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Train LoRA for Stable Diffusion XL

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Train LoRA for Flux1.Dev

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ComfyUI workflows

Flux AI

Flux.1 dev FP8 Text-to-image workflow

Flux.1 Schnell FP8 Text-to-image workflow

Flux.1 Dev Text-to-image workflow

Flux.1 Dev with 3 LoRAs

Flux ControlNet workflows

Flux.1 dev ControlNet Canny (fp8)

Flux.1 dev ControlNet Depth Midas (fp8)

Flux.1 dev ControlNet HED (fp8)

Text-to-image (Stable Diffusion)

Text-to-image workflow (SD 1.5)

Text-to-image workflow (SDXL)

Text-to-image: Compare two models

Text-to-image workflow using LCM LoRA to speed up image generation.

Text-to-image workflow SDXL base + refiner models.

Compare a text-to-image workflow with and without an embedding or keywords.

Condition Average (Prompt interpolation)

Clip Skip

Utilities

Join two prompts or strings.

Image-to-image

Basic Image-to-image workflow

LoRA

Text-to-image with LoRA

Text-to-image with 2 LoRAs

Image-to-image with LoRA

Image-to-image with 2 LoRAs

Compare with and without a LoRA in text-to-image.

Inpainting

Inpaint with a Standard Stable Diffusion model (v1.5 or SDXL)

Inpaint with a Stable Diffusion v1.5 inpainting model

Inpaint with ControlNet Inpainting preprocessor

FaceDetailer: Automatic inpainting (ADetailer for ComfyUI)

FaceDetailer: Automatic inpainting on an uploaded image

Upscaling

Text-to-image with an AI upscaler model.

Text-to-image with an AI upscaler model and resize (CR Upscale Image)

Text-to-image with Hi Res Fix (Latent upscale)

Image-to-image with Hi Res Fix (Latent upscale)

Text-to-image with Ultimate SD Upscale (AI upscaler)

Text-to-image with Ultimate SD Upscale (ControlNet Tile)

ControlNet

ControlNet Openpose

ControlNet Openpose Hi Res Fix

ControlNet DWPose

ControlNet Canny

ControlNet Line art/ Line art coarse

ControlNet Line art anime

ControlNet Line art HED

ControlNet Depth Midas

ControlNet Depth Zoe

ControlNet Depth LeReS

ControlNet Depth Anything

2 ControlNets – openpose and depth

2 ControlNets – Hi Res Fix

IP-adapter

See this table for model download and pairing.

IP-Adapter SD 1.5, SD 1.5 Plus, and SD 1.5 Plus Face

 IP-Adapter SDXL, SDXL ViT, and SDXL Plus ViT

 IP-Adapter Face ID SD 1.5

IP-adapter Face ID or Face ID Plus v2 (SDXL)

Stable Video Diffusion (SVD)

SVD text-to-video

AnimateDiff

AnimateDiff text-to-video

AnimateDiff Prompt Travel (changes prompt during video)

Stable Cascade

Stable Cascade text-to-image

Stable Cascade image-to-image

Stable Cascade image prompt

Transparent background (Layer Diffuse)

Transparent background for SDXL model

Transparent background for SD 1.5 model

Preset styles

Preset style for SDXL

Preset style for Flux1.dev

CogVideo

CogVideoX 5B text-to-video workflow

Stable Diffusion 3

SD3 API text-to-image

SD3 API image-to-image