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AUTOMATIC1111 2022-12-10 08:12:56 +03:00
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Features.md

@ -3,21 +3,31 @@ This is a feature showcase page for [Stable Diffusion web UI](https://github.com
All examples are non-cherrypicked unless specified otherwise. All examples are non-cherrypicked unless specified otherwise.
# Stable Diffusion 2.0 # Stable Diffusion 2.0
So far, only the [768-v-ema.ckpt](https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/768-v-ema.ckpt) and [512-base-ema.ckpt](https://huggingface.co/stabilityai/stable-diffusion-2-base/blob/main/512-base-ema.ckpt) models are supported. To use it: ## Basic models
Models are supported: 768-v-ema.ckpt ([checkpoint](https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/768-v-ema.ckpt), [config](https://raw.githubusercontent.com/Stability-AI/stablediffusion/main/configs/stable-diffusion/v2-inference-v.yaml)) and 512-base-ema.ckpt ([model](https://huggingface.co/stabilityai/stable-diffusion-2-base/blob/main/512-base-ema.ckpt), [checkpoint](https://raw.githubusercontent.com/Stability-AI/stablediffusion/main/configs/stable-diffusion/v2-inference.yaml)). 2.1 checkpoints should also work.
- download [768-v-ema.ckpt](https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/768-v-ema.ckpt) checkpoint (from here: https://huggingface.co/stabilityai/stable-diffusion-2) - download the checkpoint (from here: https://huggingface.co/stabilityai/stable-diffusion-2)
- put it into models/Stable-Diffusion directory - put it into models/Stable-Diffusion directory
- grab [config](https://raw.githubusercontent.com/Stability-AI/stablediffusion/main/configs/stable-diffusion/v2-inference-v.yaml) from SD2.0 repository and put it into same place as the checkpoint, renaming it to have same filename (ie if your checkpoint is named `768-v-ema.ckpt`, the config should be named `768-v-ema.yaml`) - grab the config from SD2.0 repository and put it into same place as the checkpoint, renaming it to have same filename (i.e. if your checkpoint is named `768-v-ema.ckpt`, the config should be named `768-v-ema.yaml`)
- select the new checkpoint from the UI - select the new checkpoint from the UI
Train tab will most likely be broken for the 2.0 models. Train tab will most likely be broken for the 2.0 models.
For the 512-base model, grab the yaml from [here](https://github.com/Stability-AI/stablediffusion/blob/main/configs/stable-diffusion/v2-inference.yaml), rename it to the model name, and place with the model.
If 2.0 or 2.1 is generating black images, enable full precision with `--no-half` or try using the `--xformers` optimization. If 2.0 or 2.1 is generating black images, enable full precision with `--no-half` or try using the `--xformers` optimization.
_**Note:**_ SD 2.0 and 2.1 are more sensitive to FP16 numerical instability (as noted by themselves in https://github.com/Stability-AI/stablediffusion/commit/c12d960d1ee4f9134c2516862ef991ec52d3f59e) due to their new cross attention module. _**Note:**_ SD 2.0 and 2.1 are more sensitive to FP16 numerical instability (as noted by themselves in https://github.com/Stability-AI/stablediffusion/commit/c12d960d1ee4f9134c2516862ef991ec52d3f59e) due to their new cross attention module.
## Depth-guided model
[More info](https://github.com/Stability-AI/stablediffusion#depth-conditional-stable-diffusion). [PR](https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/5542).
Instructions:
- download the [512-depth-ema.ckpt](https://huggingface.co/stabilityai/stable-diffusion-2-depth) checkpoint
- place it in models/Stable-diffusion
- grab the [config](https://raw.githubusercontent.com/Stability-AI/stablediffusion/main/configs/stable-diffusion/v2-midas-inference.yaml) and place it in the same folder as the checkpoint
- rename the config to `512-depth-ema.yaml`
- select the new checkpoint from the UI
The depth-guided model will only work in img2img tab.
# Outpainting # Outpainting
Outpainting extends the original image and inpaints the created empty space. Outpainting extends the original image and inpaints the created empty space.