Add styles.csv support (#440)

Follow up to #386 after
https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/9334 has
been merged.

Closes #435

.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

.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 sygil?
+
+**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 +1,14 @@
+<!--
+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/
+- sygil: https://github.com/Sygil-Dev/sygil-webui/commit/
+- invoke: https://github.com/invoke-ai/InvokeAI/commit/
+- comfy: https://github.com/comfyanonymous/ComfyUI/commit/

.github/workflows/docker.yml

@@ -1,14 +1,25 @@
 name: Build Images
 
-on: [push]
+on:
+  push:
+    branches: master
+  pull_request:
+      paths:
+        - docker-compose.yml
+        - services
 
 jobs:
-  build_all:
+  build:
+    strategy:
+      matrix:
+        profile:
+          - auto
+          - sygil
+          - invoke
+          - comfy
+          - download
     runs-on: ubuntu-latest
-    name: All
+    name: ${{ matrix.profile }}
     steps:
       - uses: actions/checkout@v3
-      # better caching?
-      - run: docker compose --profile auto build --progress plain
-      - run: docker compose --profile hlky build --progress plain
-      - run: docker compose --profile lstein build --progress plain
+      - run: docker compose --profile ${{ matrix.profile }} build --progress plain

.github/workflows/executable.yml1

@@ -1,22 +0,0 @@
-name: Check executable
-
-on: [push]
-
-jobs:
-  check:
-    runs-on: ubuntu-latest
-    name: Check all sh
-    steps:
-      - run: git config --global core.fileMode true
-      - uses: actions/checkout@v3
-      - shell: bash
-        run: |
-          shopt -s globstar;
-          FAIL=0
-          for file in **/*.sh; do
-              if [ -f "${file}" ] && [ -r "${file}" ] && [ ! -x "${file}" ]; then
-                  echo "$file" is not executable;
-                  FAIL=1
-              fi
-          done
-          exit ${FAIL}

.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 +1,2 @@
-/dev
 /.devcontainer
+/docker-compose.override.yml

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

@@ -2,50 +2,49 @@
 
 Run Stable Diffusion on your machine with a nice UI without any hassle!
 
-This repository provides multiple UIs for you to play around with stable diffusion:
+## 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
 
-### AUTOMATIC1111
+This repository provides multiple UIs for you to play around with stable diffusion:
 
-[AUTOMATIC1111's fork](https://github.com/AUTOMATIC1111/stable-diffusion-webui) is imho the most feature rich yet elegant UI:
+### [AUTOMATIC1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui)
 
-- Text to image, with many samplers and even negative prompts!
-- Image to image, with masking, cropping, in-painting, out-painting, variations.
-- GFPGAN, RealESRGAN, LDSR, CodeFormer.
-- Loopback, prompt weighting, prompt matrix, X/Y plot
-- Live preview of the generated images.
-- Highly optimized 4GB GPU support, or even CPU only!
-- [Full feature list here](https://github.com/AUTOMATIC1111/stable-diffusion-webui-feature-showcase)
+[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) |
 
-### hlky
+### [InvokeAI (lstein)](https://github.com/invoke-ai/InvokeAI)
 
-[hlky's fork](https://github.com/hlky/stable-diffusion-webui) is one of the most popular UIs, with many features:
+[Full feature list here](https://github.com/invoke-ai/InvokeAI#features), Screenshots:
 
-- Text to image, with many samplers
-- Image to image, with masking, cropping, in-painting, variations.
-- GFPGAN, RealESRGAN, LDSR, GoBig, GoLatent
-- Loopback, prompt weighting
-- 6GB or even 4GB GPU support!
-- [Full feature list here](https://github.com/sd-webui/stable-diffusion-webui/blob/master/README.md)
+| Text to image                                                                                              | Image to image                                                                                             | Extras                                                                                                     |
+| ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |
+| ![](https://user-images.githubusercontent.com/24505302/195158552-39f58cb6-cfcc-4141-9995-a626e3760752.jpg) | ![](https://user-images.githubusercontent.com/24505302/195158553-152a0ab8-c0fd-4087-b121-4823bcd8d6b5.jpg) | ![](https://user-images.githubusercontent.com/24505302/195158548-e118206e-c519-4915-85d6-4c248eb10fc0.jpg) |
 
-Screenshots:
+### [Sygil (sd-webui / hlky)](https://github.com/Sygil-Dev/sygil-webui)
+
+[Full feature list here](https://github.com/Sygil-Dev/sygil-webui/blob/master/README.md), Screenshots:
 
 | Text to image                                                                                              | Image to image                                                                                             | Image Lab                                                                                                  |
 | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |
 | ![](https://user-images.githubusercontent.com/24505302/189541298-f902b021-a1eb-4e4b-b2eb-b6a696a8ec80.jpg) | ![](https://user-images.githubusercontent.com/24505302/189541295-7d7f2162-2189-4e0a-abbd-703f4779e1cd.jpg) | ![](https://user-images.githubusercontent.com/24505302/189541294-aa7f7735-a973-4e17-ada0-1fe3acbb1772.jpg) |
 
-### lstein
+### [ComfyUI](https://github.com/comfyanonymous/ComfyUI)
 
-[lstein's fork](https://github.com/lstein/stable-diffusion) is very mature when it comes to the cli, but less so for the WebUI.
+[Full feature list here](https://github.com/comfyanonymous/ComfyUI#features), Screenshot:
 
-## Setup & Usage
+| Workflow                                                                         |
+| -------------------------------------------------------------------------------- |
+| ![](https://github.com/comfyanonymous/ComfyUI/raw/master/comfyui_screenshot.png) |
 
-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!
+## Contributing
+
+Contributions are welcome! **Create a discussion first of what the problem is and what you want to contribute (before you implement anything)**
 
 ## Disclaimer
 
@@ -57,10 +56,9 @@ This license of this software forbids you from sharing any content that violates
 
 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)
-- [lstein/stable-diffusion](https://github.com/lstein/stable-diffusion)
+- [InvokeAI](https://github.com/invoke-ai/InvokeAI)
+- [Sygil-webui](https://github.com/Sygil-Dev/sygil-webui)
+- [ComfyUI](https://github.com/comfyanonymous/ComfyUI)
 - [CompVis/stable-diffusion](https://github.com/CompVis/stable-diffusion)
-- [hlky/sd-enable-textual-inversion](https://github.com/hlky/sd-enable-textual-inversion)
-- [devilismyfriend/latent-diffusion](https://github.com/devilismyfriend/latent-diffusion)
-- [Hafiidz/latent-diffusion](https://github.com/Hafiidz/latent-diffusion)
+- and many many more.

cache/.gitignore

@@ -1,4 +0,0 @@
-/torch
-/transformers
-/weights
-/models

data/.gitignore

@@ -0,0 +1,26 @@
+# for all of the stuff downloaded by transformers, pytorch, and others
+/.cache
+# for UIs
+/config
+# for all stable diffusion models (main, waifu diffusion, etc..)
+/StableDiffusion
+# others
+/Codeformer
+/GFPGAN
+/ESRGAN
+/BSRGAN
+/RealESRGAN
+/SwinIR
+/MiDaS
+/BLIP
+/ScuNET
+/LDSR
+/Deepdanbooru
+/Hypernetworks
+/VAE
+/embeddings
+/Lora
+/ControlNet
+/openpose
+/ModelScope
+/LyCORIS

docker-compose.yml

@@ -4,8 +4,9 @@ x-base_service: &base_service
     ports:
       - "7860:7860"
     volumes:
-      - &v1 ./cache:/cache
+      - &v1 ./data:/data
       - &v2 ./output:/output
+    stop_signal: SIGINT
     deploy:
       resources:
         reservations:
@@ -23,32 +24,58 @@ services:
     volumes:
       - *v1
 
-  hlky:
-    <<: *base_service
-    profiles: ["hlky"]
-    build: ./services/hlky/
-    environment:
-      - CLI_ARGS=--optimized-turbo
-
-  automatic1111: &automatic
+  auto: &automatic
     <<: *base_service
     profiles: ["auto"]
     build: ./services/AUTOMATIC1111
-    volumes:
-      - *v1
-      - *v2
-      - ./services/AUTOMATIC1111/config.json:/docker/config.json
+    image: sd-auto:54
     environment:
-      - CLI_ARGS=--medvram --opt-split-attention
+      - CLI_ARGS=--allow-code --medvram --xformers --enable-insecure-extension-access --api
 
-  automatic1111-cpu:
+  auto-cpu:
     <<: *automatic
     profiles: ["auto-cpu"]
     deploy: {}
     environment:
-      - CLI_ARGS=--no-half --precision full
+      - CLI_ARGS=--no-half --precision full --allow-code --enable-insecure-extension-access --api
 
-  lstein:
+  invoke:
     <<: *base_service
-    profiles: ["lstein"]
-    build: ./services/lstein/
+    profiles: ["invoke"]
+    build: ./services/invoke/
+    image: sd-invoke:27
+    environment:
+      - PRELOAD=true
+      - CLI_ARGS=--no-nsfw_checker --no-safety_checker --xformers
+
+  sygil: &sygil
+    <<: *base_service
+    profiles: ["sygil"]
+    build: ./services/sygil/
+    image: sd-sygil:16
+    environment:
+      - CLI_ARGS=--optimized-turbo
+      - USE_STREAMLIT=0
+
+  sygil-sl:
+    <<: *sygil
+    profiles: ["sygil-sl"]
+    environment:
+      - USE_STREAMLIT=1
+
+  comfy: &comfy
+    <<: *base_service
+    profiles: ["comfy"]
+    build: ./services/comfy/
+    image: sd-comfy:1
+    tty: true
+    environment:
+      - CLI_ARGS=
+
+
+  comfy-cpu:
+    <<: *comfy
+    profiles: ["comfy-cpu"]
+    deploy: {}
+    environment:
+      - CLI_ARGS=--cpu

scripts/chmod.sh

@@ -1,5 +0,0 @@
-#!/bin/bash
-
-set -Eeuo pipefail
-
-find . -name "*.sh" -exec git update-index --chmod=+x {} \;

services/AUTOMATIC1111/Dockerfile

@@ -1,62 +1,89 @@
-# syntax=docker/dockerfile:1
-
 FROM alpine/git:2.36.2 as download
-RUN <<EOF
-# who knows
-git config --global http.postBuffer 1048576000
-git clone https://github.com/sczhou/CodeFormer.git repositories/CodeFormer
-git clone https://github.com/CompVis/stable-diffusion.git repositories/stable-diffusion
-git clone https://github.com/CompVis/taming-transformers.git repositories/taming-transformers
-rm -rf repositories/taming-transformers/data repositories/taming-transformers/assets
-EOF
+
+COPY clone.sh /clone.sh
+
+RUN . /clone.sh taming-transformers https://github.com/CompVis/taming-transformers.git 24268930bf1dce879235a7fddd0b2355b84d7ea6 \
+  && rm -rf data assets **/*.ipynb
+
+RUN . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git 47b6b607fdd31875c9279cd2f4f16b92e4ea958e \
+  && rm -rf assets data/**/*.png data/**/*.jpg data/**/*.gif
+
+RUN . /clone.sh CodeFormer https://github.com/sczhou/CodeFormer.git c5b4593074ba6214284d6acd5f1719b6c5d739af \
+  && rm -rf assets inputs
+
+RUN . /clone.sh BLIP https://github.com/salesforce/BLIP.git 48211a1594f1321b00f14c9f7a5b4813144b2fb9
+RUN . /clone.sh k-diffusion https://github.com/crowsonkb/k-diffusion.git 5b3af030dd83e0297272d861c19477735d0317ec
+RUN . /clone.sh clip-interrogator https://github.com/pharmapsychotic/clip-interrogator 2486589f24165c8e3b303f84e9dbbea318df83e8
 
 
-FROM continuumio/miniconda3:4.12.0
+FROM alpine:3.17 as xformers
+RUN apk add --no-cache aria2
+RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/5.0.0/xformers-0.0.17.dev449-cp310-cp310-manylinux2014_x86_64.whl'
 
-SHELL ["/bin/bash", "-ceuxo", "pipefail"]
+FROM python:3.10.9-slim
 
-ENV DEBIAN_FRONTEND=noninteractive
+ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1
 
-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 --mount=type=cache,target=/root/.cache/pip pip install torch==1.13.1+cu117 torchvision --extra-index-url https://download.pytorch.org/whl/cu117
 
-RUN apt-get update && apt install fonts-dejavu-core rsync -y && apt-get clean
+# RUN --mount=type=cache,target=/root/.cache/pip pip install torch==2.0.0+cu118 torchvision --extra-index-url https://download.pytorch.org/whl/cu117
+
+RUN apt-get update && apt install fonts-dejavu-core rsync git jq moreutils -y && apt-get clean
 
 
-RUN <<EOF
-git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
-cd stable-diffusion-webui
-git reset --hard 13eec4f3d4081fdc43883c5ef02e471a2b6c7212
-conda env update --file environment-wsl2.yaml -n base
-conda clean -a -y
-pip install --prefer-binary --no-cache-dir -r requirements.txt
-EOF
+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 d7aec59c4eb02f723b3d55c6f927a42e97acd679 && \
+  pip install -r requirements_versions.txt
 
-ENV ROOT=/stable-diffusion-webui \
-  WORKDIR=/stable-diffusion-webui/repositories/stable-diffusion
+RUN --mount=type=cache,target=/root/.cache/pip  \
+  --mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.15-cp310-cp310-linux_x86_64.whl \
+  pip install triton /xformers-0.0.15-cp310-cp310-linux_x86_64.whl
 
-COPY --from=download /git/ ${ROOT}
-RUN pip install --prefer-binary --no-cache-dir -r ${ROOT}/repositories/CodeFormer/requirements.txt
+ENV ROOT=/stable-diffusion-webui
+
+
+COPY --from=download /repositories/ ${ROOT}/repositories/
+RUN mkdir ${ROOT}/interrogate && cp ${ROOT}/repositories/clip-interrogator/data/* ${ROOT}/interrogate
+RUN --mount=type=cache,target=/root/.cache/pip \
+  pip install -r ${ROOT}/repositories/CodeFormer/requirements.txt
+
+RUN --mount=type=cache,target=/root/.cache/pip \
+  pip install pyngrok \
+  git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
+  git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
+  git+https://github.com/mlfoundations/open_clip.git@bb6e834e9c70d9c27d0dc3ecedeebeaeb1ffad6b
 
 # Note: don't update the sha of previous versions because the install will take forever
 # instead, update the repo state in a later step
-ARG SHA=b5d1af11b7dc718d4d91d379c75e46f4bd2e2fe6
-RUN <<EOF
-cd stable-diffusion-webui
-git pull --rebase
-git reset --hard ${SHA}
-pip install --prefer-binary --no-cache-dir -r requirements.txt
-EOF
 
-RUN pip install --prefer-binary -U --no-cache-dir opencv-python-headless markupsafe==2.0.1
+# TODO: either remove if fixed in A1111 (unlikely) or move to the top with other apt stuff
+RUN apt-get -y install libgoogle-perftools-dev && apt-get clean
+ENV LD_PRELOAD=libtcmalloc.so
 
-ENV TRANSFORMERS_CACHE=/cache/transformers TORCH_HOME=/cache/torch CLI_ARGS=""
+ARG SHA=5ab7f213bec2f816f9c5644becb32eb72c8ffb89
+RUN --mount=type=cache,target=/root/.cache/pip \
+  cd stable-diffusion-webui && \
+  git fetch && \
+  git reset --hard ${SHA} && \
+  pip install -r requirements_versions.txt
+
+RUN --mount=type=cache,target=/root/.cache/pip  pip install -U opencv-python-headless
 
 COPY . /docker
-RUN chmod +x /docker/mount.sh && python3 /docker/info.py ${ROOT}/modules/ui.py
 
+RUN \
+  python3 /docker/info.py ${ROOT}/modules/ui.py && \
+  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' /usr/local/lib/python3.10/site-packages/gradio/routes.py && \
+  git config --global --add safe.directory '*'
 
-WORKDIR ${WORKDIR}
+WORKDIR ${ROOT}
+ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
+ENV NVIDIA_VISIBLE_DEVICES=all
+ENV CLI_ARGS=""
 EXPOSE 7860
-# run, -u to not buffer stdout / stderr
-CMD /docker/mount.sh && python3 -u ../../webui.py --listen --port 7860 ${CLI_ARGS}
+ENTRYPOINT ["/docker/entrypoint.sh"]
+CMD python -u webui.py --listen --port 7860 ${CLI_ARGS}

services/AUTOMATIC1111/README.md

@@ -1,14 +0,0 @@
-# WebUI for AUTOMATIC1111
-
-The WebUI of [AUTOMATIC1111/stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) as docker container!
-
-## Setup
-
-Clone this repo, download the `model.ckpt` and `GFPGANv1.3.pth` and put into the `models` folder as mentioned in [the main README](../README.md), then run
-
-```
-cd AUTOMATIC1111
-docker compose up --build
-```
-
-You can change the cli parameters in `AUTOMATIC1111/docker-compose.yml`. The full list of cil parameters can be found [here](https://github.com/AUTOMATIC1111/stable-diffusion-webui/blob/master/modules/shared.py)

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.json

@@ -1 +1,10 @@
-{"outdir_samples": "/output", "outdir_txt2img_samples": "/output/txt2img-images", "outdir_img2img_samples": "/output/img2img-images", "outdir_extras_samples": "/output/extras-images", "outdir_txt2img_grids": "/output/txt2img-grids", "outdir_img2img_grids": "/output/img2img-grids", "outdir_save": "/output/saved", "__WARNING__": "DON'T CHANGE ANYTHING BEFORE THIS", "outdir_grids": "", "save_to_dirs": false, "save_to_dirs_prompt_len": 10, "samples_save": true, "samples_format": "png", "grid_save": true, "return_grid": true, "grid_format": "png", "grid_extended_filename": false, "grid_only_if_multiple": true, "n_rows": -1, "jpeg_quality": 80, "export_for_4chan": true, "enable_pnginfo": true, "font": "DejaVuSans.ttf", "enable_emphasis": true, "save_txt": false, "ESRGAN_tile": 192, "ESRGAN_tile_overlap": 8, "random_artist_categories": [], "upscale_at_full_resolution_padding": 16, "show_progressbar": true, "show_progress_every_n_steps": 5, "multiple_tqdm": true, "face_restoration_model": "CodeFormer", "code_former_weight": 0.5, "grid_save_to_dirs": false}
+{
+  "outdir_samples": "",
+  "outdir_txt2img_samples": "/output/txt2img",
+  "outdir_img2img_samples": "/output/img2img",
+  "outdir_extras_samples": "/output/extras",
+  "outdir_txt2img_grids": "/output/txt2img-grids",
+  "outdir_img2img_grids": "/output/img2img-grids",
+  "outdir_save": "/output/saved",
+  "font": "DejaVuSans.ttf"
+}

services/AUTOMATIC1111/entrypoint.sh

@@ -0,0 +1,74 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+# TODO: move all mkdir -p ?
+mkdir -p /data/config/auto/scripts/
+# mount scripts individually
+find "${ROOT}/scripts/" -maxdepth 1 -type l -delete
+cp -vrfTs /data/config/auto/scripts/ "${ROOT}/scripts/"
+
+cp -n /docker/config.json /data/config/auto/config.json
+jq '. * input' /data/config/auto/config.json /docker/config.json | sponge /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
+
+declare -A MOUNTS
+
+MOUNTS["/root/.cache"]="/data/.cache"
+
+# main
+MOUNTS["${ROOT}/models/Stable-diffusion"]="/data/StableDiffusion"
+MOUNTS["${ROOT}/models/VAE"]="/data/VAE"
+MOUNTS["${ROOT}/models/Codeformer"]="/data/Codeformer"
+MOUNTS["${ROOT}/models/GFPGAN"]="/data/GFPGAN"
+MOUNTS["${ROOT}/models/ESRGAN"]="/data/ESRGAN"
+MOUNTS["${ROOT}/models/BSRGAN"]="/data/BSRGAN"
+MOUNTS["${ROOT}/models/RealESRGAN"]="/data/RealESRGAN"
+MOUNTS["${ROOT}/models/SwinIR"]="/data/SwinIR"
+MOUNTS["${ROOT}/models/ScuNET"]="/data/ScuNET"
+MOUNTS["${ROOT}/models/LDSR"]="/data/LDSR"
+MOUNTS["${ROOT}/models/hypernetworks"]="/data/Hypernetworks"
+MOUNTS["${ROOT}/models/torch_deepdanbooru"]="/data/Deepdanbooru"
+MOUNTS["${ROOT}/models/BLIP"]="/data/BLIP"
+MOUNTS["${ROOT}/models/midas"]="/data/MiDaS"
+MOUNTS["${ROOT}/models/Lora"]="/data/Lora"
+MOUNTS["${ROOT}/models/LyCORIS"]="/data/LyCORIS"
+MOUNTS["${ROOT}/models/ControlNet"]="/data/ControlNet"
+MOUNTS["${ROOT}/models/openpose"]="/data/openpose"
+MOUNTS["${ROOT}/models/ModelScope"]="/data/ModelScope"
+
+MOUNTS["${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"
+
+# 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
+
+if [ -f "/data/config/auto/startup.sh" ]; then
+  pushd ${ROOT}
+  . /data/config/auto/startup.sh
+  popd
+fi
+
+exec "$@"

services/AUTOMATIC1111/info.py

@@ -7,7 +7,7 @@ file.write_text(
   .replace('    return demo', """
     with demo:
         gr.Markdown(
-          'Created by [AUTOMATIC1111 / stable-diffusion-webui-docker](https://github.com/AbdBarho/stable-diffusion-webui-docker/tree/master/AUTOMATIC1111)'
+          'Created by [AUTOMATIC1111 / stable-diffusion-webui-docker](https://github.com/AbdBarho/stable-diffusion-webui-docker/)'
         )
     return demo
 """, 1)

services/AUTOMATIC1111/mount.sh

@@ -1,36 +0,0 @@
-#!/bin/bash
-
-set -e
-
-declare -A MODELS
-
-MODELS["${WORKDIR}/models/ldm/stable-diffusion-v1/model.ckpt"]=model.ckpt
-MODELS["${ROOT}/GFPGANv1.3.pth"]=GFPGANv1.3.pth
-
-MODELS_DIR=/cache/models
-
-for path in "${!MODELS[@]}"; do
-  name=${MODELS[$path]}
-  base=$(dirname "${path}")
-  from_path="${MODELS_DIR}/${name}"
-  if test -f "${from_path}"; then
-    mkdir -p "${base}" && ln -sf "${from_path}" "${path}" && echo "Mounted ${name}"
-  else
-    echo "Skipping ${name}"
-  fi
-done
-
-# force realesrgan cache
-rm -rf /opt/conda/lib/python3.8/site-packages/realesrgan/weights
-ln -s -T "${MODELS_DIR}" /opt/conda/lib/python3.8/site-packages/realesrgan/weights
-
-# force facexlib cache
-mkdir -p /cache/weights/ ${WORKDIR}/gfpgan/
-ln -sf /cache/weights/ ${WORKDIR}/gfpgan/
-# code former cache
-rm -rf ${ROOT}/repositories/CodeFormer/weights/CodeFormer ${ROOT}/repositories/CodeFormer/weights/facelib
-ln -sf -T /cache/weights ${ROOT}/repositories/CodeFormer/weights/CodeFormer
-ln -sf -T /cache/weights ${ROOT}/repositories/CodeFormer/weights/facelib
-
-# mount config
-ln -sf /docker/config.json ${WORKDIR}/config.json

services/comfy/Dockerfile

@@ -0,0 +1,44 @@
+FROM alpine:3.17 as xformers
+RUN apk add --no-cache aria2
+RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/5.0.0/xformers-0.0.17.dev449-cp310-cp310-manylinux2014_x86_64.whl'
+
+
+FROM python:3.10.9-slim
+
+ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1
+
+RUN --mount=type=cache,target=/root/.cache/pip pip install torch==1.13.1 torchvision --extra-index-url https://download.pytorch.org/whl/cu117
+
+RUN apt-get update && apt-get install -y git && apt-get clean
+
+ENV ROOT=/stable-diffusion
+RUN --mount=type=cache,target=/root/.cache/pip \
+  git clone https://github.com/comfyanonymous/ComfyUI.git ${ROOT} && \
+  cd ${ROOT} && \
+  git checkout master && \
+  git reset --hard 884ea653c8d6fe19b3724f45a04a0d74cd881f2f && \
+  pip install -r requirements.txt
+
+
+RUN --mount=type=cache,target=/root/.cache/pip  \
+  --mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.17-cp310-cp310-linux_x86_64.whl \
+  pip install triton /xformers-0.0.17-cp310-cp310-linux_x86_64.whl
+
+
+WORKDIR ${ROOT}
+
+ARG BRANCH=master SHA=884ea653c8d6fe19b3724f45a04a0d74cd881f2f
+RUN --mount=type=cache,target=/root/.cache/pip \
+  git fetch && \
+  git checkout ${BRANCH} && \
+  git reset --hard ${SHA} && \
+  pip install -r requirements.txt
+
+# add info
+COPY . /docker/
+
+ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility NVIDIA_VISIBLE_DEVICES=all
+ENV PYTHONPATH="${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 +1,47 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+declare -A MOUNTS
+
+
+mkdir -vp /data/config/comfy/
+
+# cache
+MOUNTS["/root/.cache"]=/data/.cache
+# ui specific
+MOUNTS["${ROOT}/models/checkpoints"]="/data/StableDiffusion"
+MOUNTS["${ROOT}/models/controlnet"]="/data/ControlNet"
+MOUNTS["${ROOT}/models/upscale_models/RealESRGAN"]="/data/RealESRGAN"
+MOUNTS["${ROOT}/models/upscale_models/GFPGAN"]="/data/GFPGAN"
+MOUNTS["${ROOT}/models/upscale_models/SwinIR"]="/data/SwinIR"
+MOUNTS["${ROOT}/models/vae"]="/data/VAE"
+
+# data
+MOUNTS["${ROOT}/models/loras"]="/data/Lora"
+MOUNTS["${ROOT}/models/embeddings"]="/data/embeddings"
+
+# config
+# TODO: I am not sure if this is final, maybe it should change in the future
+MOUNTS["${ROOT}/models/clip"]="/data/.cache/comfy/clip"
+MOUNTS["${ROOT}/models/clip_vision"]="/data/.cache/comfy/clip_vision"
+MOUNTS["${ROOT}/models/custom_nodes"]="/data/config/comfy/custom_nodes"
+MOUNTS["${ROOT}/models/style_models"]="/data/config/comfy/style_models"
+MOUNTS["${ROOT}/models/t2i_adapter"]="/data/config/comfy/t2i_adapter"
+
+# output
+MOUNTS["${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
+
+exec "$@"

services/download/Dockerfile

@@ -1,6 +1,6 @@
 FROM bash:alpine3.15
 
-RUN apk add parallel
+RUN apk add parallel aria2
 COPY . /docker
 RUN chmod +x /docker/download.sh
 ENTRYPOINT ["/docker/download.sh"]

services/download/checksums.sha256

@@ -1,6 +1,8 @@
-fe4efff1e174c627256e44ec2991ba279b3816e364b49f9be2abc0b3ff3f8556  /cache/models/model.ckpt
-c953a88f2727c85c3d9ae72e2bd4846bbaf59fe6972ad94130e23e7017524a70  /cache/models/GFPGANv1.3.pth
-4fa0d38905f75ac06eb49a7951b426670021be3018265fd191d2125df9d682f1  /cache/models/RealESRGAN_x4plus.pth
-f872d837d3c90ed2e05227bed711af5671a6fd1c9f7d7e91c911a61f155e99da  /cache/models/RealESRGAN_x4plus_anime_6B.pth
-c209caecac2f97b4bb8f4d726b70ac2ac9b35904b7fc99801e1f5e61f9210c13  /cache/models/LDSR.ckpt
-9d6ad53c5dafeb07200fb712db14b813b527edd262bc80ea136777bdb41be2ba  /cache/models/LDSR.yaml
+cc6cb27103417325ff94f52b7a5d2dde45a7515b25c255d8e396c90014281516  /data/StableDiffusion/v1-5-pruned-emaonly.ckpt
+c6bbc15e3224e6973459ba78de4998b80b50112b0ae5b5c67113d56b4e366b19  /data/StableDiffusion/sd-v1-5-inpainting.ckpt
+c6a580b13a5bc05a5e16e4dbb80608ff2ec251a162311590c1f34c013d7f3dab  /data/VAE/vae-ft-mse-840000-ema-pruned.ckpt
+e2cd4703ab14f4d01fd1383a8a8b266f9a5833dacee8e6a79d3bf21a1b6be5ad  /data/GFPGAN/GFPGANv1.4.pth
+4fa0d38905f75ac06eb49a7951b426670021be3018265fd191d2125df9d682f1  /data/RealESRGAN/RealESRGAN_x4plus.pth
+f872d837d3c90ed2e05227bed711af5671a6fd1c9f7d7e91c911a61f155e99da  /data/RealESRGAN/RealESRGAN_x4plus_anime_6B.pth
+c209caecac2f97b4bb8f4d726b70ac2ac9b35904b7fc99801e1f5e61f9210c13  /data/LDSR/model.ckpt
+9d6ad53c5dafeb07200fb712db14b813b527edd262bc80ea136777bdb41be2ba  /data/LDSR/project.yaml

services/download/download.sh

@@ -2,32 +2,28 @@
 
 set -Eeuo pipefail
 
-# [[ "$(sha256sum -b $file | head -c 64)" == "$sha" ]]
+# TODO: maybe just use the .gitignore file to create all of these
+mkdir -vp /data/.cache /data/StableDiffusion /data/LyCORIS /data/Codeformer /data/ModelScope /data/GFPGAN /data/ESRGAN /data/BSRGAN /data/RealESRGAN /data/SwinIR /data/LDSR /data/ScuNET /data/embeddings /data/VAE /data/Deepdanbooru /data/MiDaS /data/Lora /data/ControlNet /data/openpose
 
-declare -A MODELS
+echo "Downloading, this might take a while..."
 
-MODELS['model.ckpt']='https://www.googleapis.com/storage/v1/b/aai-blog-files/o/sd-v1-4.ckpt?alt=media'
-MODELS['GFPGANv1.3.pth']='https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth'
-MODELS['RealESRGAN_x4plus.pth']='https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth'
-MODELS['RealESRGAN_x4plus_anime_6B.pth']='https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth'
-MODELS['LDSR.yaml']='https://heibox.uni-heidelberg.de/f/31a76b13ea27482981b4/?dl=1'
-MODELS['LDSR.ckpt']='https://heibox.uni-heidelberg.de/f/578df07c8fc04ffbadf3/?dl=1'
-
-echo "Downloading..."
-
-for file in "${!MODELS[@]}"; do
-  url=${MODELS[$file]}
-  full_path="/cache/models/$file"
-
-  if [[ -f "$full_path" ]]; then
-    echo "- $file exists"
-    continue
-  fi
-
-  mkdir -p $(dirname $full_path)
-  wget --tries=10 -c -O $full_path $url
-done
+aria2c -x 10 --disable-ipv6 --input-file /docker/links.txt --dir /data --continue
 
 echo "Checking SHAs..."
 
-time parallel --will-cite -a /docker/checksums.sha256 "echo -n {} | sha256sum -c"
+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
+https://github.com/sd-webui/stable-diffusion-webui/blob/master/LICENSE
+https://github.com/cszn/BSRGAN/blob/main/LICENSE
+https://github.com/sczhou/CodeFormer/blob/master/LICENSE
+https://github.com/TencentARC/GFPGAN/blob/master/LICENSE
+https://github.com/xinntao/Real-ESRGAN/blob/master/LICENSE
+https://github.com/xinntao/ESRGAN/blob/master/LICENSE
+https://github.com/cszn/SCUNet/blob/main/LICENSE
+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=StableDiffusion/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=StableDiffusion/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

services/hlky/Dockerfile

@@ -1,59 +0,0 @@
-# syntax=docker/dockerfile:1
-
-FROM continuumio/miniconda3:4.12.0
-
-SHELL ["/bin/bash", "-ceuxo", "pipefail"]
-
-ENV DEBIAN_FRONTEND=noninteractive
-
-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 apt-get update && apt install fonts-dejavu-core rsync -y && apt-get clean
-
-
-RUN <<EOF
-git clone https://github.com/sd-webui/stable-diffusion-webui.git stable-diffusion
-cd stable-diffusion
-git reset --hard 2b1ac8daf7ea82c6c56eabab7e80ec1c33106a98
-conda env update --file environment.yaml -n base
-conda clean -a -y
-EOF
-
-# new dependency, should be added to the environment.yaml
-RUN pip install -U --no-cache-dir pyperclip
-
-# Note: don't update the sha of previous versions because the install will take forever
-# instead, update the repo state in a later step
-ARG BRANCH=master
-ARG SHA=2236e8b5854092054e2c30edc559006ace53bf96
-RUN <<EOF
-cd stable-diffusion
-git fetch
-git checkout ${BRANCH}
-git reset --hard ${SHA}
-conda env update --file environment.yaml -n base
-conda clean -a -y
-EOF
-
-# Latent diffusion
-RUN <<EOF
-git clone https://github.com/Hafiidz/latent-diffusion.git
-cd latent-diffusion
-git reset --hard e1a84a89fcbb49881546cf2acf1e7e250923dba0
-# 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 && chmod +x /docker/mount.sh
-
-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 /cache/models/model.ckpt --ldsr-dir /latent-diffusion ${CLI_ARGS}

services/hlky/mount.sh

@@ -1,35 +0,0 @@
-#!/bin/bash
-
-set -e
-
-declare -A MODELS
-
-ROOT=/stable-diffusion/src
-
-MODELS["${ROOT}/gfpgan/experiments/pretrained_models/GFPGANv1.3.pth"]=GFPGANv1.3.pth
-MODELS["${ROOT}/realesrgan/experiments/pretrained_models/RealESRGAN_x4plus.pth"]=RealESRGAN_x4plus.pth
-MODELS["${ROOT}/realesrgan/experiments/pretrained_models/RealESRGAN_x4plus_anime_6B.pth"]=RealESRGAN_x4plus_anime_6B.pth
-MODELS["/latent-diffusion/experiments/pretrained_models/model.ckpt"]=LDSR.ckpt
-# MODELS["/latent-diffusion/experiments/pretrained_models/project.yaml"]=LDSR.yaml
-
-MODELS_DIR=/cache/models
-
-for path in "${!MODELS[@]}"; do
-  name=${MODELS[$path]}
-  base=$(dirname "${path}")
-  from_path="${MODELS_DIR}/${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_DIR}/LDSR.yaml"; then
-  sed 's/ldm\./ldm_latent\./g' "${MODELS_DIR}/LDSR.yaml" >/latent-diffusion/experiments/pretrained_models/project.yaml
-fi
-
-# force facexlib cache
-mkdir -p /cache/weights/ /stable-diffusion/gfpgan/
-ln -sf /cache/weights/ /stable-diffusion/gfpgan/

services/invoke/Dockerfile

@@ -0,0 +1,58 @@
+FROM alpine:3.17 as xformers
+RUN apk add --no-cache aria2
+RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/5.0.0/xformers-0.0.17.dev449-cp310-cp310-manylinux2014_x86_64.whl'
+
+
+
+FROM python:3.10-slim
+
+ENV DEBIAN_FRONTEND=noninteractive PIP_EXISTS_ACTION=w  PIP_PREFER_BINARY=1
+
+
+RUN --mount=type=cache,target=/root/.cache/pip pip install torch==1.13.1+cu117 torchvision --extra-index-url https://download.pytorch.org/whl/cu117
+
+
+# patch match:
+# https://github.com/invoke-ai/InvokeAI/blob/main/docs/installation/INSTALL_PATCHMATCH.md
+RUN --mount=type=cache,target=/var/cache/apt \
+  apt-get update && \
+  apt-get install make g++ git libopencv-dev -y && \
+  apt-get clean && \
+  cd /usr/lib/x86_64-linux-gnu/pkgconfig/ && \
+  ln -sf opencv4.pc opencv.pc
+
+
+
+ENV ROOT=/InvokeAI
+RUN git clone https://github.com/invoke-ai/InvokeAI.git ${ROOT}
+WORKDIR ${ROOT}
+
+RUN --mount=type=cache,target=/root/.cache/pip \
+  git reset --hard 4463124bddd221c333d4c70e73aa2949ad35453d && \
+  pip install .
+
+
+ARG BRANCH=main SHA=50eb02f68be912276a9c106d5e8038a5671a0386
+RUN --mount=type=cache,target=/root/.cache/pip \
+  git fetch && \
+  git reset --hard && \
+  git checkout ${BRANCH} && \
+  git reset --hard ${SHA} && \
+  pip install -U .
+
+RUN --mount=type=cache,target=/root/.cache/pip \
+  --mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.17-cp310-cp310-linux_x86_64.whl \
+  pip install -U opencv-python-headless triton /xformers-0.0.17-cp310-cp310-linux_x86_64.whl && \
+  python3 -c "from patchmatch import patch_match"
+
+
+COPY . /docker/
+
+ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
+ENV NVIDIA_VISIBLE_DEVICES=all
+ENV PYTHONUNBUFFERED=1 PRELOAD=false HF_HOME=/root/.cache/huggingface CONFIG_DIR=/data/config/invoke CLI_ARGS=""
+EXPOSE 7860
+
+ENTRYPOINT ["/docker/entrypoint.sh"]
+CMD invokeai --web --host 0.0.0.0 --port 7860 --root_dir ${ROOT} --config ${CONFIG_DIR}/models.yaml --outdir /output/invoke ${CLI_ARGS}
+# TODO: make sure the config is persisted between sessions

services/invoke/entrypoint.sh

@@ -0,0 +1,47 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+declare -A MOUNTS
+
+mkdir -p ${CONFIG_DIR}
+
+# cache
+MOUNTS["/root/.cache"]=/data/.cache/
+
+# this is really just a hack to avoid migrations
+rm -rf ${HF_HOME}/diffusers
+
+# ui specific
+MOUNTS["${ROOT}/models/codeformer"]=/data/Codeformer/
+MOUNTS["${ROOT}/models/gfpgan/GFPGANv1.4.pth"]=/data/GFPGAN/GFPGANv1.4.pth
+MOUNTS["${ROOT}/models/gfpgan/weights"]=/data/GFPGAN/
+MOUNTS["${ROOT}/models/realesrgan"]=/data/RealESRGAN/
+
+MOUNTS["${ROOT}/models/ldm"]=/data/.cache/invoke/ldm/
+
+MOUNTS["${ROOT}/embeddings"]=/data/embeddings/
+
+# hacks
+
+for to_path in "${!MOUNTS[@]}"; do
+  set -Eeuo pipefail
+  from_path="${MOUNTS[${to_path}]}"
+  rm -rf "${to_path}"
+  mkdir -p "$(dirname "${to_path}")"
+  # ends with slash, make it!
+  if [[ "$from_path" == */ ]]; then
+    mkdir -vp "$from_path"
+  fi
+
+  ln -sT "${from_path}" "${to_path}"
+  echo Mounted $(basename "${from_path}")
+done
+
+if "${PRELOAD}" == "true"; then
+  set -Eeuo pipefail
+  invokeai-configure --root ${ROOT} --yes
+  cp ${ROOT}/configs/models.yaml ${CONFIG_DIR}/models.yaml
+fi
+
+exec "$@"

services/lstein/Dockerfile

@@ -1,31 +0,0 @@
-# syntax=docker/dockerfile:1
-
-FROM continuumio/miniconda3:4.12.0
-
-SHELL ["/bin/bash", "-ceuxo", "pipefail"]
-
-ENV DEBIAN_FRONTEND=noninteractive
-
-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 apt-get update && apt install fonts-dejavu-core rsync -y && apt-get clean
-
-
-RUN <<EOF
-git clone https://github.com/lstein/stable-diffusion.git
-cd stable-diffusion
-git reset --hard 751283a2de81bee4bb571fbabe4adb19f1d85b97
-conda env update --file environment.yaml -n base
-conda clean -a -y
-EOF
-
-ENV TRANSFORMERS_CACHE=/cache/transformers TORCH_HOME=/cache/torch CLI_ARGS=""
-
-WORKDIR /stable-diffusion
-
-EXPOSE 7860
-# run, -u to not buffer stdout / stderr
-CMD mkdir -p /stable-diffusion/models/ldm/stable-diffusion-v1/ && \
-  ln -sf /cache/models/model.ckpt /stable-diffusion/models/ldm/stable-diffusion-v1/model.ckpt && \
-  python3 -u scripts/dream.py --outdir /output --web --host 0.0.0.0 --port 7860 ${CLI_ARGS}

services/lstein/README.md

@@ -1,14 +0,0 @@
-# WebUI for lstein
-
-The WebUI of [lstein/stable-diffusion](https://github.com/lstein/stable-diffusion) as docker container!
-
-Although it is a simple UI, the project has a lot of potential.
-
-## Setup
-
-Clone this repo, download the `model.ckpt` and put into the `models` folder as mentioned in [the main README](../README.md), then run
-
-```
-cd lstein
-docker compose up --build
-```

services/sygil/Dockerfile

@@ -0,0 +1,40 @@
+FROM python:3.8-slim
+
+ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1
+
+RUN --mount=type=cache,target=/root/.cache/pip pip install torch==1.13.0 torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117
+
+RUN apt-get update && apt install gcc libsndfile1 ffmpeg build-essential zip unzip git -y && apt-get clean
+
+RUN --mount=type=cache,target=/root/.cache/pip \
+  git config --global http.postBuffer 1048576000 && \
+  git clone https://github.com/Sygil-Dev/sygil-webui.git stable-diffusion && \
+  cd stable-diffusion && \
+  git reset --hard 5291437085bddd16d752f811b6552419a2044d12 && \
+  pip install -r requirements.txt
+
+
+ARG BRANCH=master SHA=571fb897edd58b714bb385dfaa1ad59aecef8bc7
+RUN --mount=type=cache,target=/root/.cache/pip \
+  cd stable-diffusion && \
+  git fetch && \
+  git checkout ${BRANCH} && \
+  git reset --hard ${SHA} && \
+  pip install -r requirements.txt
+
+RUN --mount=type=cache,target=/root/.cache/pip pip install -U 'transformers>=4.24'
+
+# add info
+COPY . /docker/
+RUN python /docker/info.py /stable-diffusion/frontend/frontend.py && \
+  chmod +x /docker/mount.sh /docker/run.sh && \
+  # streamlit \
+  sed -i -- 's/8501/7860/g' /stable-diffusion/.streamlit/config.toml
+
+WORKDIR /stable-diffusion
+ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
+ENV NVIDIA_VISIBLE_DEVICES=all
+ENV PYTHONPATH="${PYTHONPATH}:${PWD}" STREAMLIT_SERVER_HEADLESS=true USE_STREAMLIT=0 CLI_ARGS=""
+EXPOSE 7860
+
+CMD /docker/mount.sh && /docker/run.sh

services/sygil/mount.sh

@@ -0,0 +1,32 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+declare -A MOUNTS
+
+ROOT=/stable-diffusion/src
+
+# cache
+MOUNTS["/root/.cache"]=/data/.cache
+# ui specific
+MOUNTS["${PWD}/models/realesrgan"]=/data/RealESRGAN
+MOUNTS["${PWD}/models/ldsr"]=/data/LDSR
+MOUNTS["${PWD}/models/custom"]=/data/StableDiffusion
+
+# hack
+MOUNTS["${PWD}/models/gfpgan/GFPGANv1.3.pth"]=/data/GFPGAN/GFPGANv1.4.pth
+MOUNTS["${PWD}/models/gfpgan/GFPGANv1.4.pth"]=/data/GFPGAN/GFPGANv1.4.pth
+MOUNTS["${PWD}/gfpgan/weights"]=/data/.cache
+
+
+for to_path in "${!MOUNTS[@]}"; do
+  set -Eeuo pipefail
+  from_path="${MOUNTS[${to_path}]}"
+  rm -rf "${to_path}"
+  mkdir -p "$(dirname "${to_path}")"
+  ln -sT "${from_path}" "${to_path}"
+  echo Mounted $(basename "${from_path}")
+done
+
+# streamlit config
+ln -sf /docker/userconfig_streamlit.yaml /stable-diffusion/configs/webui/userconfig_streamlit.yaml

services/sygil/run.sh

@@ -0,0 +1,10 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+echo "USE_STREAMLIT = ${USE_STREAMLIT}"
+if [ "${USE_STREAMLIT}" == "1" ]; then
+  python -u -m streamlit run scripts/webui_streamlit.py
+else
+  python3 -u scripts/webui.py --outdir /output --ckpt /data/StableDiffusion/v1-5-pruned-emaonly.ckpt ${CLI_ARGS}
+fi

services/sygil/userconfig_streamlit.yaml

@@ -0,0 +1,11 @@
+# https://github.com/Sygil-Dev/sygil-webui/blob/master/configs/webui/webui_streamlit.yaml
+general:
+  version: 1.24.6
+  outdir: /output
+  default_model: "Stable Diffusion v1.5"
+  default_model_path: /data/StableDiffusion/v1-5-pruned-emaonly.ckpt
+  outdir_txt2img: /output/txt2img
+  outdir_img2img: /output/img2img
+  outdir_img2txt: /output/img2txt
+  optimized: True
+  optimized_turbo: True