Stable Diffusion Tutorial Navigation
Elementary Tutorial
Local Deployment
Want to run stable-diffusion-webui and model smoothly , A minimum of 4GB video memory is required, the basic configuration is 6GB video memory, and 12GB video memory is recommended. Intel and AMD graphics cards are not recommended for deployment.
Widows platform deployment(installer version)
WebUI
Relationship between SD and WebUI
Basic Model
The basic model determines the basic style of the generated screen, and it is also the basis for drawing. You can add character models such as LoRA on this basis to generate the most desirable pictures.
Common model styles & installation and use
Introduction and download of 12 basic large models
Model recommendation: anime style OrangeMixs
Due to the low training cost of small models, players are more inclined to train small models of various styles, you can find them at Websites such as station C download various small models.
Take LoRA as an example, download, install and use the small model If you want to train the model yourself, you can find tutorials in the advanced techniques section.
Keyword (prompt) writing
Advanced Skills
WebUI Plugin: ControlNet Full Tutorial
VAE concept explanation
VAE introduction and usage instructions
Pose Adjustment
Using ControlNet or PoseX to Adjust Image Action/Pose
Model training
The "model training" here refers to the "small model", which is compared to the checkpoint "big model" with several GB on the network. The training time of these small models is short, the file is only about a few MB, and the training cost is not high.
Textual Inversion (Embedding) model
3 models Different training tendencies: - LoRA is more suitable for AI to learn the overall style of pictures. - Embedding, suitable for AI to learn a new concept/object, or the drawing of a single character. - HyperNetworks is more suitable for AI to learn the overall style of pictures.
