Merge ee10e058cc into 802d0bcd68

This commit adds support for integrating Krita AI Diffusion models and nodes into the Comfy image editing application. It includes the following changes:

- Downloads recommended models for Krita AI Diffusion if enabled
- Symlinks the downloaded upscale models into the models directory
- Adds environment variables to enable/disable dependancy node packs
- Clones and sets up the required Git repositories for those node packs if enabled
- Installs additional dependencies like aiohttp and tqdm if Krita AI Diffusion is used

These changes allow Comfy to leverage the powerful image generation and editing capabilities provided by the Krita AI Diffusion project. Users can now access advanced features like outpainting, inpainting, upscaling, etc. within the Comfy UI.

The commit also improves the build process by using a cache for pip installs and specifying types for mounted volumes in Docker for better performance and reproducibility.

.devscripts/chmod.sh

@@ -0,0 +1,6 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+find services -name "*.sh" -exec git update-index --chmod=+x {} \;
+find .devscripts -name "*.sh" -exec git update-index --chmod=+x {} \;

.devscripts/migratev1tov2.sh

@@ -0,0 +1,30 @@
+mkdir -p data/.cache data/StableDiffusion data/Codeformer data/GFPGAN data/ESRGAN data/BSRGAN data/RealESRGAN data/SwinIR data/LDSR data/embeddings
+
+cp -vf cache/models/model.ckpt data/StableDiffusion/model.ckpt
+
+cp -vf cache/models/LDSR.ckpt data/LDSR/model.ckpt
+cp -vf cache/models/LDSR.yaml data/LDSR/project.yaml
+
+cp -vf cache/models/RealESRGAN_x4plus.pth data/RealESRGAN/
+cp -vf cache/models/RealESRGAN_x4plus_anime_6B.pth data/RealESRGAN/
+
+cp -vrf cache/torch data/.cache/
+
+mkdir -p data/.cache/huggingface/transformers/
+cp -vrf cache/transformers/* data/.cache/huggingface/transformers/
+
+cp -v cache/custom-models/* data/StableDiffusion/
+
+mkdir -p data/.cache/clip/
+cp -vf cache/weights/ViT-L-14.pt data/.cache/clip/
+
+cp -vf cache/weights/codeformer.pth data/Codeformer/codeformer-v0.1.0.pth
+
+cp -vf cache/weights/detection_Resnet50_Final.pth data/.cache/
+cp -vf cache/weights/parsing_parsenet.pth data/.cache/
+
+cp -v embeddings/* data/embeddings/
+
+echo this script was created 10/2022
+echo Dont forget to run: docker compose --profile download up --build
+echo the cache and embeddings folders can be deleted, but its not necessary.

.devscripts/migratev3tov4.sh

@@ -0,0 +1,9 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+echo "Moving everything in output to output/old..."
+mv output old
+mkdir output
+mv old/.gitignore output
+mv old output

.devscripts/migratev7tov8.sh

@@ -0,0 +1,28 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+echo "Renaming..."
+
+# compatible with default auto-names
+mv -v ./data/StableDiffusion ./data/Stable-diffusion
+mv -v ./data/Deepdanbooru ./data/torch_deepdanbooru
+
+# casing problem on windows
+mv -v ./data/Hypernetworks ./data/hypernetworks1
+mv -v ./data/hypernetworks1 ./data/hypernetworks
+
+mv -v ./data/MiDaS ./data/midas1
+mv -v ./data/midas1 ./data/midas
+
+
+echo "Moving folders..."
+
+mkdir -pv ./final
+
+mv -v ./data/config ./final/config
+mv -v ./data/.cache ./final/.cache
+mv -v ./data/embeddings ./final/embeddings
+mv -v ./data ./final/models
+
+mv -v ./final ./data

.editorconfig

@@ -0,0 +1,9 @@
+root = true
+
+[*]
+end_of_line = lf
+indent_style = space
+indent_size = 2
+charset = utf-8
+insert_final_newline = true
+trim_trailing_whitespace = true

.gitattributes

@@ -0,0 +1 @@
+* text=auto eol=lf

.github/ISSUE_TEMPLATE/bug.md

@@ -1,29 +1,43 @@
 ---
 name: Bug
 about: Report a bug
-title: ''
+title: ""
 labels: bug
-assignees: ''
-
+assignees: ""
 ---
 
-**Has this issue been opened before? Check the [FAQ](https://github.com/AbdBarho/stable-diffusion-webui-docker/wiki/Main), the [issues](https://github.com/AbdBarho/stable-diffusion-webui-docker/issues?q=is%3Aissue) and in [the issues in the WebUI repo](https://github.com/hlky/stable-diffusion-webui)**
+<!--  PLEASE FILL THIS OUT, IT WILL MAKE BOTH OF OUR LIVES EASIER -->
 
+**Has this issue been opened before?**
 
+- [ ] It is not in the [FAQ](https://github.com/AbdBarho/stable-diffusion-webui-docker/wiki/FAQ), I checked.
+- [ ] It is not in the [issues](https://github.com/AbdBarho/stable-diffusion-webui-docker/issues?q=), I searched.
 
 **Describe the bug**
 
+<!--  tried to run the app, my cat exploded -->
+
+**Which UI**
+
+auto or auto-cpu or invoke or comfy?
+
+**Hardware / Software**
+
+- OS: [e.g. Windows 10 / Ubuntu 22.04]
+- OS version: <!--  on windows, use the command `winver` to find out, on ubuntu `lsb_release -d`  -->
+- WSL version (if applicable): <!-- get using `wsl -l -v` -->
+- Docker Version: <!--  get using `docker version` -->
+- Docker compose version: <!--  get using `docker compose version` -->
+- Repo version: <!-- tag, commit sha, or "from master" -->
+- RAM:
+- GPU/VRAM:
 
 **Steps to Reproduce**
+
 1. Go to '...'
 2. Click on '....'
 3. Scroll down to '....'
 4. See error
 
-**Hardware / Software:**
- - OS: [e.g. Windows / Ubuntu and version]
- - GPU: [Nvidia 1660 / No GPU]
- - Version [e.g. 22]
-
 **Additional context**
 Any other context about the problem here. If applicable, add screenshots to help explain your problem.

.github/ISSUE_TEMPLATE/config.yml

@@ -0,0 +1,5 @@
+blank_issues_enabled: false
+contact_links:
+  - name: Feature request? Questions regarding some extension?
+    url: https://github.com/AbdBarho/stable-diffusion-webui-docker/discussions
+    about: Please use the discussions tab

.github/pull_request_template.md

@@ -0,0 +1,13 @@
+<!--
+Have you created an issue before opening a merge request???
+https://github.com/AbdBarho/stable-diffusion-webui-docker#contributing
+Please create one so we can discuss it, I don't want your effort to go to waste.
+-->
+
+Closes issue #
+
+### Update versions
+
+- auto: https://github.com/AUTOMATIC1111/stable-diffusion-webui/commit/
+- invoke: https://github.com/invoke-ai/InvokeAI/commit/
+- comfy: https://github.com/comfyanonymous/ComfyUI/commit/

.github/workflows/docker.yml

@@ -0,0 +1,23 @@
+name: Build Images
+
+on:
+  push:
+    branches: master
+  pull_request:
+      paths:
+        - docker-compose.yml
+        - services
+
+jobs:
+  build:
+    strategy:
+      matrix:
+        profile:
+          - auto
+          - comfy
+          - download
+    runs-on: ubuntu-latest
+    name: ${{ matrix.profile }}
+    steps:
+      - uses: actions/checkout@v3
+      - run: docker compose --profile ${{ matrix.profile }} build --progress plain

.github/workflows/stale.yml

@@ -0,0 +1,20 @@
+name: 'Close stale issues and PRs'
+on:
+  schedule:
+    - cron: '0 0 * * *'
+
+jobs:
+  stale:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/stale@v6
+        with:
+          only-labels: awaiting-response
+          stale-issue-message: This issue is stale because it has been open 14 days with no activity. Remove stale label or comment or this will be closed in 7 days.
+          stale-pr-message: This PR is stale because it has been open 14 days with no activity. Remove stale label or comment or this will be closed in 7 days.
+          close-issue-message: This issue was closed because it has been stalled for 7 days with no activity.
+          close-pr-message: This PR was closed because it has been stalled for 7 days with no activity.
+          days-before-issue-stale: 14
+          days-before-pr-stale: 14
+          days-before-issue-close: 7
+          days-before-pr-close: 7

.gitignore

@@ -1,2 +1,6 @@
-/dev
 /.devcontainer
+/docker-compose.override.yml
+
+# VSCode specific
+*.code-workspace
+/.vscode

LICENSE

@@ -86,4 +86,4 @@ administration of justice, law enforcement, immigration or asylum
 processes, such as predicting an individual will commit fraud/crime
 commitment (e.g. by text profiling, drawing causal relationships between
 assertions made in documents, indiscriminate and arbitrarily-targeted
-use).
+use).

README.md

@@ -1,82 +1,48 @@
-# Stable Diffusion WebUI Docker
-
-Run Stable Diffusion on your machine with a nice UI without any hassle!
-
-This repository provides the [WebUI](https://github.com/hlky/stable-diffusion-webui) as a docker image for easy setup and deployment. Please note that the WebUI is experimental and evolving quickly, so expect some bugs.
-
-## Features
-
-- Interactive UI with many features, and more on the way!
-- Support for 6GB GPU cards.
-- GFPGAN for face reconstruction, RealESRGAN for super-sampling.
-- Experimental:
-  - [Textual Inversion](https://github.com/hlky/sd-enable-textual-inversion)
-  - Latent Diffusion Super Resolution
-  - GoBig
-  - GoLatent
-- many more!
-
-## Setup
-
-Make sure you have an **up to date** version of docker installed. Download this repo and run:
-
-```
-docker compose build
-```
-
-you can let it build in the background while you download the different models
-
-- [Stable Diffusion v1.4 (4GB)](https://www.googleapis.com/storage/v1/b/aai-blog-files/o/sd-v1-4.ckpt?alt=media), rename to `model.ckpt`
-- (Optional) [GFPGANv1.3.pth (333MB)](https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth).
-- (Optional) [RealESRGAN_x4plus.pth (64MB)](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth) and [RealESRGAN_x4plus_anime_6B.pth (18MB)](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth).
-- (Optional) [LDSR (2GB)](https://heibox.uni-heidelberg.de/f/578df07c8fc04ffbadf3/?dl=1) and [its configuration](https://heibox.uni-heidelberg.de/f/31a76b13ea27482981b4/?dl=1), rename to `LDSR.ckpt` and `LDSR.yaml` respectively.
-<!-- - (Optional) [RealESRGAN_x2plus.pth (64MB)](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.1/RealESRGAN_x2plus.pth)
-- TODO: (I still need to find the RealESRGAN_x2plus_6b.pth) -->
-
-Put all of the downloaded files in the `models` folder, it should look something like this:
-
-```
-models/
-├── model.ckpt
-├── GFPGANv1.3.pth
-├── RealESRGAN_x4plus.pth
-├── RealESRGAN_x4plus_anime_6B.pth
-├── LDSR.ckpt
-└── LDSR.yaml
-```
-
-## Run
-
-After the build is done, you can run the app with:
-
-```
-docker compose up --build
-```
-
-Will start the app on http://localhost:7860/
-
-Note: the first start will take sometime as some other models will be downloaded, these will be cached in the `cache` folder, so next runs are faster.
-
-## Config
-
-in the `docker-compose.yml` you can change the `CLI_ARGS` variable, which contains the arguments that will be passed to the WebUI. By default: `--extra-models-cpu --optimized-turbo` are given, which allow you to use this model on a 6GB GPU. However, some features might not be available in the mode.
-
-[You can find the full list of arguments here.](https://github.com/hlky/stable-diffusion/blob/d667ff52a36b4e79526f01555bfbf85428f334ce/scripts/webui.py)
-
-### FAQ
-
-You can find fixes to common issues [in the wiki page.](https://github.com/AbdBarho/stable-diffusion-webui-docker/wiki/Main)
-
-# Disclaimer
-
-The authors of this project are not responsible for any content generated using this interface.
-
-This license of this software forbids you from sharing any content that violates any laws, produce any harm to a person, disseminate any personal information that would be meant for harm, spread misinformation and target vulnerable groups. For the full list of restrictions please read [the license](./LICENSE).
-
-# Thanks
-
-Special thanks to everyone behind these awesome projects, without them, none of this would have been possible:
-
-- [hlky/stable-diffusion-webui](https://github.com/hlky/stable-diffusion-webui)
-- [AUTOMATIC1111/stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui)
-- [CompVis/stable-diffusion](https://github.com/CompVis/stable-diffusion)
+# Stable Diffusion WebUI Docker
+
+Run Stable Diffusion on your machine with a nice UI without any hassle!
+
+## Setup & Usage
+
+Visit the wiki for [Setup](https://github.com/AbdBarho/stable-diffusion-webui-docker/wiki/Setup) and [Usage](https://github.com/AbdBarho/stable-diffusion-webui-docker/wiki/Usage) instructions, checkout the [FAQ](https://github.com/AbdBarho/stable-diffusion-webui-docker/wiki/FAQ) page if you face any problems, or create a new issue!
+
+## Features
+
+This repository provides multiple UIs for you to play around with stable diffusion:
+
+### [AUTOMATIC1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui)
+
+[Full feature list here](https://github.com/AUTOMATIC1111/stable-diffusion-webui-feature-showcase), Screenshots:
+
+| Text to image                                                                                              | Image to image                                                                                             | Extras                                                                                                     |
+| ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |
+| ![](https://user-images.githubusercontent.com/24505302/189541954-46afd772-d0c8-4005-874c-e2eca40c02f2.jpg) | ![](https://user-images.githubusercontent.com/24505302/189541956-5b528de7-1b5d-479f-a1db-d3f5a53afc59.jpg) | ![](https://user-images.githubusercontent.com/24505302/189541957-cf78b352-a071-486d-8889-f26952779a61.jpg) |
+
+### [ComfyUI](https://github.com/comfyanonymous/ComfyUI)
+
+[Full feature list here](https://github.com/comfyanonymous/ComfyUI#features), Screenshot:
+
+| Workflow                                                                         |
+| -------------------------------------------------------------------------------- |
+| ![](https://github.com/comfyanonymous/ComfyUI/raw/master/comfyui_screenshot.png) |
+
+## Contributing
+
+Contributions are welcome! **Create a discussion first of what the problem is and what you want to contribute (before you implement anything)**
+
+## Disclaimer
+
+The authors of this project are not responsible for any content generated using this interface.
+
+This license of this software forbids you from sharing any content that violates any laws, produce any harm to a person, disseminate any personal information that would be meant for harm, spread misinformation and target vulnerable groups. For the full list of restrictions please read [the license](./LICENSE).
+
+## Thanks
+
+Special thanks to everyone behind these awesome projects, without them, none of this would have been possible:
+
+- [AUTOMATIC1111/stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui)
+- [InvokeAI](https://github.com/invoke-ai/InvokeAI)
+- [ComfyUI](https://github.com/comfyanonymous/ComfyUI)
+- [CompVis/stable-diffusion](https://github.com/CompVis/stable-diffusion)
+- [Sygil-webui](https://github.com/Sygil-Dev/sygil-webui)
+- and many many more.

build/Dockerfile

@@ -1,64 +0,0 @@
-# syntax=docker/dockerfile:1
-
-FROM continuumio/miniconda3:4.12.0
-
-RUN conda install python=3.8.5 && conda clean -a -y
-RUN conda install pytorch==1.11.0 torchvision==0.12.0 cudatoolkit=11.3 -c pytorch && conda clean -a -y
-RUN git clone https://github.com/hlky/stable-diffusion.git && cd stable-diffusion && git reset --hard ff8c2d0b709f1e4180fb19fa5c27ec28c414cedd
-RUN conda env update --file stable-diffusion/environment.yaml --name base && conda clean -a -y
-
-# Fix: Module PIL has not attribute "Resampling"
-RUN conda install -c anaconda pillow==9.2.0 && conda clean -a -y
-
-
-SHELL ["/bin/bash", "-ceuxo", "pipefail"]
-
-# fonts for generating the grid
-RUN apt-get update && apt install fonts-dejavu-core rsync -y && apt-get clean
-
-# Note: don't update the sha of previous versions because the install will take forever
-# instead, update the repo state in a later step
-RUN cd stable-diffusion && git pull && git reset --hard d667ff52a36b4e79526f01555bfbf85428f334ce && \
-  conda env update --file environment.yaml --name base && conda clean -a -y
-
-# download dev UI version, update the sha below in case you want some other version
-# RUN <<EOF
-# git clone https://github.com/hlky/stable-diffusion-webui.git
-# cd stable-diffusion-webui
-# # map to this file: https://github.com/hlky/stable-diffusion-webui/blob/master/.github/sync.yml
-# git reset --hard 49e6178fd82ca736f9bbc621c6b12487c300e493
-# cp -t /stable-diffusion/scripts/ webui.py relauncher.py txt2img.yaml
-# cp -t /stable-diffusion/configs/webui webui.yaml
-# cp -t /stable-diffusion/frontend/ frontend/*
-# cd / && rm -rf stable-diffusion-webui
-# EOF
-
-# Textual inversion
-RUN <<EOF
-git clone https://github.com/hlky/sd-enable-textual-inversion.git &&
-cd /sd-enable-textual-inversion && git reset --hard 08f9b5046552d17cf7327b30a98410222741b070 &&
-rsync -a /sd-enable-textual-inversion/ /stable-diffusion/ &&
-rm -rf /sd-enable-textual-inversion
-EOF
-
-# Latent diffusion
-RUN <<EOF
-git clone https://github.com/devilismyfriend/latent-diffusion &&
-cd /latent-diffusion &&
-git reset --hard 4119cf038fb953360fb004e48adb9913eed3594a &&
-# hacks all the way down
-mv ldm ldm_latent &&
-sed -i -- 's/from ldm/from ldm_latent/g' *.py
-# dont forget to update the yaml!!
-EOF
-
-
-# add info
-COPY . /docker/
-RUN python /docker/info.py /stable-diffusion/frontend/frontend.py
-
-WORKDIR /stable-diffusion
-ENV TRANSFORMERS_CACHE=/cache/transformers TORCH_HOME=/cache/torch CLI_ARGS=""
-EXPOSE 7860
-# run, -u to not buffer stdout / stderr
-CMD /docker/mount.sh && python3 -u scripts/webui.py --outdir /output --ckpt /models/model.ckpt --ldsr-dir /latent-diffusion --save-metadata ${CLI_ARGS}

build/info.py

@@ -1,15 +0,0 @@
-import sys
-from pathlib import Path
-
-file = Path(sys.argv[1])
-file.write_text(
-  file.read_text()\
-  .replace('<p>For help and advanced usage guides,', """
-  <p>
-    Created using <a href="https://github.com/AbdBarho/stable-diffusion-webui-docker">stable-diffusion-webui-docker</a>.
-  </p>
-  <p>For help and advanced usage guides,
-""", 1)\
-  .replace('img2img_cfg = gr.Slider(minimum=1.0, maximum=30.0', 'img2img_cfg = gr.Slider(minimum=1.0, maximum=60.0')
-
-)

build/mount.sh

@@ -1,31 +0,0 @@
-#!/bin/bash
-
-set -e
-
-declare -A MODELS
-MODELS["/stable-diffusion/src/gfpgan/experiments/pretrained_models/GFPGANv1.3.pth"]=GFPGANv1.3.pth
-MODELS["/stable-diffusion/src/realesrgan/experiments/pretrained_models/RealESRGAN_x4plus.pth"]=RealESRGAN_x4plus.pth
-MODELS["/stable-diffusion/src/realesrgan/experiments/pretrained_models/RealESRGAN_x4plus_anime_6B.pth"]=RealESRGAN_x4plus_anime_6B.pth
-MODELS["/latent-diffusion/experiments/pretrained_models/model.ckpt"]=LDSR.ckpt
-# MODELS["/latent-diffusion/experiments/pretrained_models/project.yaml"]=LDSR.yaml
-
-for path in "${!MODELS[@]}"; do
-  name=${MODELS[$path]}
-  base=$(dirname "${path}")
-  from_path="/models/${name}"
-  if test -f "${from_path}"; then
-    mkdir -p "${base}" && ln -sf "${from_path}" "${path}" && echo "Mounted ${name}"
-  else
-    echo "Skipping ${name}"
-  fi
-done
-
-# hack for latent-diffusion
-if test -f /models/LDSR.yaml; then
-  sed 's/ldm\./ldm_latent\./g' /models/LDSR.yaml >/latent-diffusion/experiments/pretrained_models/project.yaml
-fi
-
-# force facexlib cache
-mkdir -p /cache/weights/
-rm -rf /stable-diffusion/src/facexlib/facexlib/weights
-ln -sf /cache/weights/ /stable-diffusion/src/facexlib/facexlib/

cache/.gitignore

@@ -1,3 +0,0 @@
-/torch
-/transformers
-/weights

data/.gitignore

@@ -0,0 +1,4 @@
+/.cache
+/config
+/embeddings
+/models

docker-compose.yml

@@ -1,21 +1,55 @@
-version: '3.9'
-
-services:
-  model:
-    build: ./build/
-    restart: on-failure
+x-base_service: &base_service
     ports:
-      - "7860:7860"
+      - "${WEBUI_PORT:-7860}:7860"
     volumes:
-      - ./cache:/cache
-      - ./output:/output
-      - ./models:/models
-    environment:
-      - CLI_ARGS=--extra-models-cpu --optimized-turbo
+      - &v1 ./data:/data
+      - &v2 ./output:/output
+    stop_signal: SIGKILL
+    tty: true
     deploy:
       resources:
         reservations:
           devices:
               - driver: nvidia
                 device_ids: ['0']
-                capabilities: [gpu]
+                capabilities: [compute, utility]
+
+name: webui-docker
+
+services:
+  download:
+    build: ./services/download/
+    profiles: ["download"]
+    volumes:
+      - *v1
+
+  auto: &automatic
+    <<: *base_service
+    profiles: ["auto"]
+    build: ./services/AUTOMATIC1111
+    image: sd-auto:78
+    environment:
+      - CLI_ARGS=--allow-code --medvram --xformers --enable-insecure-extension-access --api
+
+  auto-cpu:
+    <<: *automatic
+    profiles: ["auto-cpu"]
+    deploy: {}
+    environment:
+      - CLI_ARGS=--no-half --precision full --allow-code --enable-insecure-extension-access --api
+
+  comfy: &comfy
+    <<: *base_service
+    profiles: ["comfy"]
+    build: ./services/comfy/
+    image: sd-comfy:7
+    environment:
+      - CLI_ARGS=
+
+
+  comfy-cpu:
+    <<: *comfy
+    profiles: ["comfy-cpu"]
+    deploy: {}
+    environment:
+      - CLI_ARGS=--cpu

models/.gitignore

@@ -1,6 +0,0 @@
-/model.ckpt
-/GFPGANv1.3.pth
-/RealESRGAN_x4plus.pth
-/RealESRGAN_x4plus_anime_6B.pth
-/LDSR.ckpt
-/LDSR.yaml

services/AUTOMATIC1111/Dockerfile

@@ -0,0 +1,66 @@
+FROM alpine/git:2.36.2 as download
+
+COPY clone.sh /clone.sh
+
+RUN . /clone.sh stable-diffusion-webui-assets https://github.com/AUTOMATIC1111/stable-diffusion-webui-assets.git 6f7db241d2f8ba7457bac5ca9753331f0c266917
+
+RUN . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf \
+  && rm -rf assets data/**/*.png data/**/*.jpg data/**/*.gif
+
+RUN . /clone.sh BLIP https://github.com/salesforce/BLIP.git 48211a1594f1321b00f14c9f7a5b4813144b2fb9
+RUN . /clone.sh k-diffusion https://github.com/crowsonkb/k-diffusion.git ab527a9a6d347f364e3d185ba6d714e22d80cb3c
+RUN . /clone.sh clip-interrogator https://github.com/pharmapsychotic/clip-interrogator 2cf03aaf6e704197fd0dae7c7f96aa59cf1b11c9
+RUN . /clone.sh generative-models https://github.com/Stability-AI/generative-models 45c443b316737a4ab6e40413d7794a7f5657c19f
+RUN . /clone.sh stable-diffusion-webui-assets https://github.com/AUTOMATIC1111/stable-diffusion-webui-assets 6f7db241d2f8ba7457bac5ca9753331f0c266917
+
+
+FROM pytorch/pytorch:2.3.0-cuda12.1-cudnn8-runtime
+
+ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1
+
+RUN --mount=type=cache,target=/var/cache/apt \
+  apt-get update && \
+  # we need those
+  apt-get install -y fonts-dejavu-core rsync git jq moreutils aria2 \
+  # extensions needs those
+  ffmpeg libglfw3-dev libgles2-mesa-dev pkg-config libcairo2 libcairo2-dev build-essential
+
+
+WORKDIR /
+RUN --mount=type=cache,target=/root/.cache/pip \
+  git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git && \
+  cd stable-diffusion-webui && \
+  git reset --hard v1.9.4 && \
+  pip install -r requirements_versions.txt
+
+
+ENV ROOT=/stable-diffusion-webui
+
+COPY --from=download /repositories/ ${ROOT}/repositories/
+RUN mkdir ${ROOT}/interrogate && cp ${ROOT}/repositories/clip-interrogator/clip_interrogator/data/* ${ROOT}/interrogate
+
+RUN --mount=type=cache,target=/root/.cache/pip \
+  pip install pyngrok xformers==0.0.26.post1 \
+  git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
+  git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
+  git+https://github.com/mlfoundations/open_clip.git@v2.20.0
+
+# there seems to be a memory leak (or maybe just memory not being freed fast enough) that is fixed by this version of malloc
+# maybe move this up to the dependencies list.
+RUN apt-get -y install libgoogle-perftools-dev && apt-get clean
+ENV LD_PRELOAD=libtcmalloc.so
+
+COPY . /docker
+
+RUN \
+  # mv ${ROOT}/style.css ${ROOT}/user.css && \
+  # one of the ugliest hacks I ever wrote \
+  sed -i 's/in_app_dir = .*/in_app_dir = True/g' /opt/conda/lib/python3.10/site-packages/gradio/routes.py && \
+  git config --global --add safe.directory '*'
+
+WORKDIR ${ROOT}
+ENV NVIDIA_VISIBLE_DEVICES=all
+ENV CLI_ARGS=""
+EXPOSE 7860
+ENTRYPOINT ["/docker/entrypoint.sh"]
+CMD python -u webui.py --listen --port 7860 ${CLI_ARGS}

services/AUTOMATIC1111/clone.sh

@@ -0,0 +1,11 @@
+#!/bin/bash
+
+set -Eeuox pipefail
+
+mkdir -p /repositories/"$1"
+cd /repositories/"$1"
+git init
+git remote add origin "$2"
+git fetch origin "$3" --depth=1
+git reset --hard "$3"
+rm -rf .git

services/AUTOMATIC1111/config.py

@@ -0,0 +1,78 @@
+#!/usr/bin/env python3
+
+"""Checks and sets default values for config.json before starting the container."""
+
+import json
+import re
+import os.path
+import sys
+
+DEFAULT_FILEPATH = '/data/config/auto/config.json'
+
+DEFAULT_OUTDIRS = {
+  "outdir_samples": "",
+  "outdir_txt2img_samples": "/output/txt2img",
+  "outdir_img2img_samples": "/output/img2img",
+  "outdir_extras_samples": "/output/extras",
+  "outdir_grids": "",
+  "outdir_txt2img_grids": "/output/txt2img-grids",
+  "outdir_img2img_grids": "/output/img2img-grids",
+  "outdir_save": "/output/saved",
+  "outdir_init_images": "/output/init-images",
+}
+RE_VALID_OUTDIR = re.compile(r"(^/output(/\.?[\w\-\_]+)+/?$)|(^\s?$)")
+
+DEFAULT_OTHER = {
+  "font": "DejaVuSans.ttf",
+}
+
+def dict_to_json_file(target_file: str, data: dict):
+  """Write dictionary to specified json file"""
+
+  with open(target_file, 'w') as f:
+    json.dump(data, f)
+
+def json_file_to_dict(config_file: str) -> dict|None:
+   """Load json file into a dictionary. Return None if file does not exist."""
+
+   if os.path.isfile(config_file):
+    with open(config_file, 'r') as f:
+      return json.load(f)
+   else:
+      return None
+
+def replace_if_invalid(value: str, replacement: str, pattern: str|re.Pattern[str]) -> str:
+  """Returns original value if valid, fallback value if invalid"""
+
+  if re.match(pattern, value):
+    return value
+  else:
+    return replacement
+
+def check_and_replace_config(config_file: str, target_file: str = None):
+  """Checks given file for invalid values. Replaces those with fallback values (default: overwrites file)."""
+
+  # Get current user config, or empty if file does not exists
+  data = json_file_to_dict(config_file) or {}
+
+  # Check and fix output directories
+  for k, def_val in DEFAULT_OUTDIRS.items():
+    if k not in data:
+      data[k] = def_val
+    else:
+      data[k] = replace_if_invalid(value=data[k], replacement=def_val, pattern=RE_VALID_OUTDIR)
+
+  # Check and fix other default settings
+  for k, def_val in DEFAULT_OTHER.items():
+    if k not in data:
+      data[k] = def_val
+
+  # Write results to file
+  dict_to_json_file(target_file or config_file, data)
+
+if __name__ == '__main__':
+  if len(sys.argv) > 1:
+    check_and_replace_config(*sys.argv[1:])
+  else:
+    check_and_replace_config(DEFAULT_FILEPATH)
+

services/AUTOMATIC1111/entrypoint.sh

@@ -0,0 +1,85 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+# TODO: move all mkdir -p ?
+mkdir -p /data/config/auto/scripts/
+# mount scripts individually
+
+echo $ROOT
+ls -lha $ROOT
+
+find "${ROOT}/scripts/" -maxdepth 1 -type l -delete
+cp -vrfTs /data/config/auto/scripts/ "${ROOT}/scripts/"
+
+# Set up config file
+python /docker/config.py /data/config/auto/config.json
+
+if [ ! -f /data/config/auto/ui-config.json ]; then
+  echo '{}' >/data/config/auto/ui-config.json
+fi
+
+if [ ! -f /data/config/auto/styles.csv ]; then
+  touch /data/config/auto/styles.csv
+fi
+
+# copy models from original models folder
+mkdir -p /data/models/VAE-approx/ /data/models/karlo/
+
+rsync -a --info=NAME ${ROOT}/models/VAE-approx/ /data/models/VAE-approx/
+rsync -a --info=NAME ${ROOT}/models/karlo/ /data/models/karlo/
+
+declare -A MOUNTS
+
+MOUNTS["/root/.cache"]="/data/.cache"
+MOUNTS["${ROOT}/models"]="/data/models"
+
+MOUNTS["${ROOT}/embeddings"]="/data/embeddings"
+MOUNTS["${ROOT}/config.json"]="/data/config/auto/config.json"
+MOUNTS["${ROOT}/ui-config.json"]="/data/config/auto/ui-config.json"
+MOUNTS["${ROOT}/styles.csv"]="/data/config/auto/styles.csv"
+MOUNTS["${ROOT}/extensions"]="/data/config/auto/extensions"
+MOUNTS["${ROOT}/config_states"]="/data/config/auto/config_states"
+
+# extra hacks
+MOUNTS["${ROOT}/repositories/CodeFormer/weights/facelib"]="/data/.cache"
+
+for to_path in "${!MOUNTS[@]}"; do
+  set -Eeuo pipefail
+  from_path="${MOUNTS[${to_path}]}"
+  rm -rf "${to_path}"
+  if [ ! -f "$from_path" ]; then
+    mkdir -vp "$from_path"
+  fi
+  mkdir -vp "$(dirname "${to_path}")"
+  ln -sT "${from_path}" "${to_path}"
+  echo Mounted $(basename "${from_path}")
+done
+
+echo "Installing extension dependencies (if any)"
+
+# because we build our container as root:
+chown -R root ~/.cache/
+chmod 766 ~/.cache/
+
+shopt -s nullglob
+# For install.py, please refer to https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Developing-extensions#installpy
+list=(./extensions/*/install.py)
+for installscript in "${list[@]}"; do
+  EXTNAME=$(echo $installscript | cut -d '/' -f 3)
+  # Skip installing dependencies if extension is disabled in config
+  if $(jq -e ".disabled_extensions|any(. == \"$EXTNAME\")" config.json); then
+    echo "Skipping disabled extension ($EXTNAME)"
+    continue
+  fi
+  PYTHONPATH=${ROOT} python "$installscript"
+done
+
+if [ -f "/data/config/auto/startup.sh" ]; then
+  pushd ${ROOT}
+  echo "Running startup script"
+  . /data/config/auto/startup.sh
+  popd
+fi
+
+exec "$@"

services/comfy/Dockerfile

@@ -0,0 +1,95 @@
+FROM pytorch/pytorch:2.3.1-cuda12.1-cudnn8-runtime
+
+# Limited system user UID
+ARG USE_UID=991
+# Limited system user GID
+ARG USE_GID=991
+# Latest tag or bleeding edge commit
+ARG USE_EDGE=false
+# ComfyUI-GGUF
+ARG USE_GGUF=false
+# x-flux-comfyui
+ARG USE_XFLUX=false
+# comfyui_controlnet_aux
+ARG USE_CNAUX=false
+# krita-ai-diffusion
+ARG USE_KRITA=false
+# ComfyUI_IPAdapter_plus
+ARG USE_IPAPLUS=false
+# comfyui-inpaint-nodes
+ARG USE_INPAINT=false
+# comfyui-tooling-nodes
+ARG USE_TOOLING=false
+
+ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1 USE_EDGE=$USE_EDGE
+ENV USE_GGUF=$USE_GGUF USE_XFLUX=$USE_XFLUX ROOT=/stable-diffusion
+ENV CACHE=/home/app/.cache USE_CNAUX=$USE_CNAUX USE_KRITA=$USE_KRITA
+ENV USE_IPAPLUS=$USE_IPAPLUS USE_INPAINT=$USE_INPAINT USE_TOOLING=$USE_TOOLING
+
+# User/Group
+RUN groupadd -r app -g ${USE_GID} && useradd --no-log-init -m -r -g app app -u ${USE_UID} && \
+  mkdir -p ${ROOT} && chown ${USE_UID}:${USE_GID} ${ROOT} && mkdir -p ${CACHE}/pip && chown -R ${USE_UID}:${USE_GID} ${CACHE}
+RUN --mount=type=cache,uid=${USE_UID},gid=${USE_GID},target=${CACHE} chown -R ${USE_UID}:${USE_UID} ${CACHE}
+
+RUN apt-get update && apt-get install -y git && ([ "${USE_XFLUX}" = "true" ] && apt-get install -y libgl1-mesa-glx python3-opencv) && apt-get clean
+
+USER app:app
+ENV PATH="${PATH}:/home/app/.local/bin"
+
+RUN --mount=type=cache,uid=${USE_UID},gid=${USE_GID},target=${CACHE} pip --cache-dir=${CACHE}/pip install -U pip
+
+RUN --mount=type=cache,uid=${USE_UID},gid=${USE_GID},target=${CACHE} \
+  git clone https://github.com/comfyanonymous/ComfyUI.git ${ROOT} && \
+  cd ${ROOT} && \
+  git checkout master && \
+  bash -c 'VERSION=$(git describe --tags --abbrev=0) && \
+  if [ "${USE_EDGE}" = "true" ]; then VERSION=$(git describe --abbrev=7); fi && \
+  git reset --hard ${VERSION}' && \
+  pip --cache-dir=${CACHE}/pip install -r requirements.txt && \
+  if [ "${USE_KRITA}" = "true" ]; then \
+    pip --cache-dir=${CACHE}/pip install aiohttp tqdm && \
+    git clone https://github.com/Acly/krita-ai-diffusion.git && \
+    cd krita-ai-diffusion && git checkout main && \
+    git submodule update --init && cd ..; \
+    export USE_CNAUX="true" USE_IPAPLUS="true" \
+    USE_INPAINT="true" USE_TOOLING="true"; \
+  fi; \
+  if [ "${USE_GGUF}" = "true" ]; then \
+    git clone https://github.com/city96/ComfyUI-GGUF.git && \
+    cd ComfyUI-GGUF && git checkout main && \
+    pip --cache-dir=${CACHE}/pip install -r requirements.txt && cd ..; \
+  fi; \
+  if [ "${USE_XFLUX}" = "true" ]; then \
+    git clone https://github.com/XLabs-AI/x-flux-comfyui.git && \
+    cd x-flux-comfyui && git checkout main && \
+    pip --cache-dir=${CACHE}/pip install -r requirements.txt && cd ..; \
+  fi; \
+  if [ "${USE_CNAUX}" = "true" ]; then \
+    git clone https://github.com/Fannovel16/comfyui_controlnet_aux.git && \
+    cd comfyui_controlnet_aux && git checkout main && \
+    pip --cache-dir=${CACHE}/pip install -r requirements.txt && \
+    # This extra step to separate onnxruntime installation is required to restore onnx cuda support \
+    pip --cache-dir=${CACHE}/pip install onnxruntime && pip --cache-dir=${CACHE}/pip install onnxruntime-gpu && cd ..; \
+  fi; \
+  if [ "${USE_IPAPLUS}" = "true" ]; then \
+    git clone https://github.com/cubiq/ComfyUI_IPAdapter_plus.git && \
+    cd ComfyUI_IPAdapter_plus && git checkout main && cd ..; \
+  fi; \
+  if [ "${USE_INPAINT}" = "true" ]; then \
+    git clone https://github.com/Acly/comfyui-inpaint-nodes.git && \
+    cd comfyui-inpaint-nodes && git checkout main && \
+    pip --cache-dir=${CACHE}/pip install opencv-python && cd ..; \
+  fi; \
+  if [ "${USE_TOOLING}" = "true" ]; then \
+    git clone https://github.com/Acly/comfyui-tooling-nodes.git && \
+    cd comfyui-tooling-nodes && git checkout main && cd ..; \
+  fi
+
+WORKDIR ${ROOT}
+COPY --chown=${USE_UID}:${USE_GID} . /docker/
+RUN chmod u+x /docker/entrypoint.sh && cp /docker/extra_model_paths.yaml ${ROOT}
+
+ENV NVIDIA_VISIBLE_DEVICES=all PYTHONPATH="${PYTHONPATH}:${PWD}" CLI_ARGS=""
+EXPOSE 7860
+ENTRYPOINT ["/docker/entrypoint.sh"]
+CMD python -u main.py --listen --port 7860 ${CLI_ARGS}

services/comfy/entrypoint.sh

@@ -0,0 +1,73 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+CUSTOM_NODES="/data/config/comfy/custom_nodes"
+mkdir -vp "${CUSTOM_NODES}"
+
+declare -A MOUNTS
+
+MOUNTS["${CACHE}"]="/data/.cache"
+MOUNTS["${ROOT}/input"]="/data/config/comfy/input"
+MOUNTS["${ROOT}/output"]="/output/comfy"
+
+for to_path in "${!MOUNTS[@]}"; do
+  set -Eeuo pipefail
+  from_path="${MOUNTS[${to_path}]}"
+  rm -rf "${to_path}"
+  if [ ! -f "$from_path" ]; then
+    mkdir -vp "$from_path"
+  fi
+  mkdir -vp "$(dirname "${to_path}")"
+  ln -sT "${from_path}" "${to_path}"
+  echo Mounted $(basename "${from_path}")
+done
+
+
+if [ "${USE_KRITA}" = "true" ]; then
+  if [ "${KRITA_DOWNLOAD_MODELS:-false}" = "true" ]; then
+    cd "${ROOT}/krita-ai-diffusion/scripts" && python scripts/download_models.py --recommended /data && cd ..
+  fi
+  [ -d "${ROOT}/models/upscale_models" ] && mv -v "${ROOT}/models/upscale_models" "${ROOT}/models/upscale_models.stock"
+  if [ ! -L "${ROOT}/models/upscale_models" ]; then
+    cd "${ROOT}/models"
+    ln -sfT /data/models/upscale_models upscale_models
+  fi
+  export USE_CNAUX="true" USE_IPAPLUS="true" USE_INPAINT="true"; USE_TOOLING="true"
+fi
+if [ "${USE_GGUF}" = "true" ]; then
+  [ ! -e "${CUSTOM_NODES}/ComfyUI-GGUF" ] && mv "${ROOT}/ComfyUI-GGUF" "${CUSTOM_NODES}"/
+fi
+if [ "${USE_XFLUX}" = "true" ]; then
+  [ ! -e "${CUSTOM_NODES}/x-flux-comfyui" ] && mv "${ROOT}/x-flux-comfyui" "${CUSTOM_NODES}"/
+  [ ! -e "/data/models/clip_vision" ] && mkdir -p /data/models/clip_vision
+  [ ! -e "/data/models/clip_vision/model.safetensors" ] && cd /data/models/clip_vision && \
+    python -c 'import sys; from urllib.request import urlopen; from pathlib import Path; Path(sys.argv[2]).write_bytes(urlopen("".join([sys.argv[1],sys.argv[2]])).read())' \
+    "https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/" "model.safetensors"
+  [ ! -e "/data/models/xlabs" ] && mkdir -p /data/models/xlabs/{ipadapters,loras,controlnets}
+  [ ! -e "/data/models/xlabs/ipadapters/flux-ip-adapter.safetensors" ] && cd /data/models/xlabs/ipadapters && \
+    python -c 'import sys; from urllib.request import urlopen; from pathlib import Path; Path(sys.argv[2]).write_bytes(urlopen("".join([sys.argv[1],sys.argv[2]])).read())' \
+    "https://huggingface.co/XLabs-AI/flux-ip-adapter/resolve/main/" "flux-ip-adapter.safetensors"
+  [ -d "${ROOT}/models/xlabs" ] && rm -rf "${ROOT}/models/xlabs"
+  [ ! -e "${ROOT}/models/xlabs" ] && cd "${ROOT}/models" && ln -sT /data/models/xlabs xlabs && cd ..
+fi
+if [ "${USE_CNAUX}" = "true" ]; then
+  [ ! -e "${CUSTOM_NODES}/comfyui_controlnet_aux" ] && mv "${ROOT}/comfyui_controlnet_aux" "${CUSTOM_NODES}"/
+fi
+if [ "${USE_IPAPLUS}" = "true" ]; then
+  [ ! -e "${CUSTOM_NODES}/ComfyUI_IPAdapter_plus" ] && mv "${ROOT}/ComfyUI_IPAdapter_plus" "${CUSTOM_NODES}"/
+fi
+if [ "${USE_INPAINT}" = "true" ]; then
+  [ ! -e "${CUSTOM_NODES}/comfyui-inpaint-nodes" ] && mv "${ROOT}/comfyui-inpaint-nodes" "${CUSTOM_NODES}"/
+fi
+if [ "${USE_TOOLING}" = "true" ]; then
+  [ ! -e "${CUSTOM_NODES}/comfyui-tooling-nodes" ] && mv "${ROOT}/comfyui-tooling-nodes" "${CUSTOM_NODES}"/
+fi
+
+if [ -f "/data/config/comfy/startup.sh" ]; then
+  pushd ${ROOT}
+  . /data/config/comfy/startup.sh
+  popd
+fi
+
+exec "$@"

services/comfy/extra_model_paths.yaml

@@ -0,0 +1,29 @@
+a111:
+  base_path: /data
+
+  checkpoints: models/Stable-diffusion
+  configs: models/Stable-diffusion
+  vae: models/VAE
+  loras: models/Lora
+  upscale_models: |
+    models/RealESRGAN
+    models/ESRGAN
+    models/SwinIR
+    models/GFPGAN
+  hypernetworks: models/hypernetworks
+  controlnet: models/ControlNet
+  gligen: models/GLIGEN
+  clip: models/CLIPEncoder
+  embeddings: embeddings
+  unet: models/unet
+  clip_vision: models/clip_vision
+  xlabs: models/xlabs
+  inpaint: models/inpaint
+  ipadapter: models/ipadapter
+
+  custom_nodes: config/comfy/custom_nodes
+
+  # TODO: I am unsure about these, need more testing
+  # style_models: config/comfy/style_models
+  # t2i_adapter: config/comfy/t2i_adapter
+  # diffusers: config/comfy/diffusers

services/download/Dockerfile

@@ -0,0 +1,6 @@
+FROM bash:alpine3.19
+
+RUN apk update && apk add parallel aria2
+COPY . /docker
+RUN chmod +x /docker/download.sh
+ENTRYPOINT ["/docker/download.sh"]

services/download/checksums.sha256

@@ -0,0 +1,8 @@
+cc6cb27103417325ff94f52b7a5d2dde45a7515b25c255d8e396c90014281516  /data/models/Stable-diffusion/v1-5-pruned-emaonly.ckpt
+c6bbc15e3224e6973459ba78de4998b80b50112b0ae5b5c67113d56b4e366b19  /data/models/Stable-diffusion/sd-v1-5-inpainting.ckpt
+c6a580b13a5bc05a5e16e4dbb80608ff2ec251a162311590c1f34c013d7f3dab  /data/models/VAE/vae-ft-mse-840000-ema-pruned.ckpt
+e2cd4703ab14f4d01fd1383a8a8b266f9a5833dacee8e6a79d3bf21a1b6be5ad  /data/models/GFPGAN/GFPGANv1.4.pth
+4fa0d38905f75ac06eb49a7951b426670021be3018265fd191d2125df9d682f1  /data/models/RealESRGAN/RealESRGAN_x4plus.pth
+f872d837d3c90ed2e05227bed711af5671a6fd1c9f7d7e91c911a61f155e99da  /data/models/RealESRGAN/RealESRGAN_x4plus_anime_6B.pth
+c209caecac2f97b4bb8f4d726b70ac2ac9b35904b7fc99801e1f5e61f9210c13  /data/models/LDSR/model.ckpt
+9d6ad53c5dafeb07200fb712db14b813b527edd262bc80ea136777bdb41be2ba  /data/models/LDSR/project.yaml

services/download/download.sh

@@ -0,0 +1,31 @@
+#!/usr/bin/env bash
+
+set -Eeuo pipefail
+
+# TODO: maybe just use the .gitignore file to create all of these
+mkdir -vp /data/.cache \
+  /data/embeddings \
+  /data/config/ \
+  /data/models/ \
+  /data/models/Stable-diffusion \
+  /data/models/GFPGAN \
+  /data/models/RealESRGAN \
+  /data/models/LDSR \
+  /data/models/VAE
+
+echo "Downloading, this might take a while..."
+
+aria2c -x 10 --disable-ipv6 --input-file /docker/links.txt --dir /data/models --continue
+
+echo "Checking SHAs..."
+
+parallel --will-cite -a /docker/checksums.sha256 "echo -n {} | sha256sum -c"
+
+cat <<EOF
+By using this software, you agree to the following licenses:
+https://github.com/AbdBarho/stable-diffusion-webui-docker/blob/master/LICENSE
+https://github.com/CompVis/stable-diffusion/blob/main/LICENSE
+https://github.com/AUTOMATIC1111/stable-diffusion-webui/blob/master/LICENSE.txt
+https://github.com/invoke-ai/InvokeAI/blob/main/LICENSE
+And licenses of all UIs, third party libraries, and extensions.
+EOF

services/download/links.txt

@@ -0,0 +1,16 @@
+https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt
+  out=Stable-diffusion/v1-5-pruned-emaonly.ckpt
+https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.ckpt
+  out=VAE/vae-ft-mse-840000-ema-pruned.ckpt
+https://huggingface.co/runwayml/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt
+  out=Stable-diffusion/sd-v1-5-inpainting.ckpt
+https://github.com/TencentARC/GFPGAN/releases/download/v1.3.4/GFPGANv1.4.pth
+  out=GFPGAN/GFPGANv1.4.pth
+https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth
+  out=RealESRGAN/RealESRGAN_x4plus.pth
+https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth
+  out=RealESRGAN/RealESRGAN_x4plus_anime_6B.pth
+https://heibox.uni-heidelberg.de/f/31a76b13ea27482981b4/?dl=1
+  out=LDSR/project.yaml
+https://heibox.uni-heidelberg.de/f/578df07c8fc04ffbadf3/?dl=1
+  out=LDSR/model.ckpt