xformers for auto (#136)

Closes #128

.devscripts/chmod.sh

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

.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

@@ -0,0 +1,45 @@
+---
+name: Bug
+about: Report a bug
+title: ''
+labels: bug
+assignees: ''
+
+---
+
+<!--  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**
+
+hlky or auto or auto-cpu or lstein?
+
+
+**Hardware / Software**
+ - OS: [e.g. Windows 10 / Ubuntu ]
+ - 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
+
+**Additional context**
+Any other context about the problem here. If applicable, add screenshots to help explain your problem.

.github/pull_request_template.md

@@ -0,0 +1,5 @@
+### Update versions
+
+- auto: https://github.com/AUTOMATIC1111/stable-diffusion-webui/commit/
+- hlky: https://github.com/sd-webui/stable-diffusion-webui/commit/
+- lstein: https://github.com/invoke-ai/InvokeAI/commit/

.github/workflows/docker.yml1

@@ -0,0 +1,19 @@
+name: Build Images
+
+on: [push]
+
+jobs:
+  build:
+    strategy:
+      matrix:
+        profile:
+          - auto
+          - hlky
+          - lstein
+          - download
+    runs-on: ubuntu-latest
+    name: ${{ matrix.profile }}
+    steps:
+      - uses: actions/checkout@v3
+      # better caching?
+      - 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: '30 1 * * *'
+
+jobs:
+  stale:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/stale@v5
+        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

.github/workflows/xformers.yml

@@ -0,0 +1,36 @@
+name: Build Xformers
+
+on:
+  workflow_dispatch: {}
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    timeout-minutes: 180
+    container:
+      image: python:3.10-slim
+      env:
+        DEBIAN_FRONTEND: noninteractive
+        XFORMERS_DISABLE_FLASH_ATTN: 1
+        FORCE_CUDA: 1
+        TORCH_CUDA_ARCH_LIST: "6.0;6.1;6.2;7.0;7.2;7.5;8.0;8.6"
+        NVCC_FLAGS: --use_fast_math -DXFORMERS_MEM_EFF_ATTENTION_DISABLE_BACKWARD
+        MAX_JOBS: 4
+    steps:
+      - run: |
+          apt-get update
+          apt-get install gpg wget git -y
+          wget https://developer.download.nvidia.com/compute/cuda/repos/debian11/x86_64/cuda-keyring_1.0-1_all.deb
+          dpkg -i cuda-keyring_1.0-1_all.deb
+          apt-get update
+          apt-get install cuda-nvcc-11-8 cuda-libraries-dev-11-8 -y
+
+          export PIP_CACHE_DIR=$(pwd)/cache
+          pip install ninja install torch --extra-index-url https://download.pytorch.org/whl/cu113
+
+          pip wheel --wheel-dir=data git+https://github.com/facebookresearch/xformers.git@3633e1afc7bffbe61957f04e7bb1a742ee910ace#egg=xformers
+      - name: Artifacts
+        uses: actions/upload-artifact@v3
+        with:
+          name: xformers
+          path: data/xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl

.gitignore

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

.vscode/launch.json

@@ -0,0 +1,22 @@
+{
+  // Use IntelliSense to learn about possible attributes.
+  // Hover to view descriptions of existing attributes.
+  // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+  "version": "0.2.0",
+  "configurations": [
+    {
+      "name": "WebUI",
+      "type": "python",
+      "request": "launch",
+      "program": "${file}",
+      "cwd": "/stable-diffusion",
+      "args": ["--ckpt", "${workspaceFolder}/models/model.ckpt", "--gfpgan-dir", "${workspaceFolder}/models/", "--extra-models-cpu"],
+      "env": {
+        "TRANSFORMERS_CACHE":"${workspaceFolder}/cache/transformers",
+        "TORCH_HOME":"${workspaceFolder}/cache/torch"
+      },
+      "console": "integratedTerminal",
+      "justMyCode": false
+    }
+  ]
+}

LICENSE

@@ -87,3 +87,10 @@ 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).
+
+
+
+By using this software, you also agree to the following licenses:
+https://github.com/CompVis/stable-diffusion/blob/main/LICENSE
+https://github.com/TencentARC/GFPGAN/blob/master/LICENSE
+https://github.com/xinntao/Real-ESRGAN/blob/master/LICENSE

README.md

@@ -1,64 +1,82 @@
-# Stable Diffusion WebUI Docker
+# 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 docker for easy setup and deployment. Please note that this repo delivers all cutting-edge unstable changes from the WebUI, so expect some bugs.
+This repository provides multiple UIs for you to play around with stable diffusion:
 
-## Setup
+## Features
 
-make sure you have docker installed and up to date. Download this repo and run:
+### AUTOMATIC1111
 
-```
+[AUTOMATIC1111's fork](https://github.com/AUTOMATIC1111/stable-diffusion-webui) is imho the most feature rich yet elegant UI:
-docker compose build
-```
 
-you can let it build in the background while you download the different models
+- 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!
+- Textual inversion allows you to use pretrained textual inversion embeddings
+- [Full feature list here](https://github.com/AUTOMATIC1111/stable-diffusion-webui-feature-showcase)
 
-- [Stable Diffusion v1.4 (4GB)](https://drive.yerf.org/wl/?id=EBfTrmcCCUAGaQBXVIj5lJmEhjoP1tgl), rename to `model.ckpt`
+| Text to image                                                                                              | Image to image                                                                                             | Extras                                                                                                     |
-- (Optional) [GFPGANv1.3.pth (333MB)](https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth) to improve generated faces.
+| ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |
-- (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) for super-sampling.
+| ![](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) |
 
-Put all of the downloaded models in the `models` folder, the folder structure should look something like this:
+### hlky
 
-```
+[hlky's fork](https://github.com/hlky/stable-diffusion-webui) is one of the most popular UIs, with many features:
-├── README.md
-├── docker-compose.yml
-├── build
-├── cache
-├── models
-│   ├── GFPGANv1.3.pth
-│   ├── RealESRGAN_x4plus.pth
-│   ├── RealESRGAN_x4plus_anime_6B.pth
-│   └── model.ckpt
-├── output
-```
 
-## Run
+- 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)
 
-After the build is done, you can run the app with:
+Screenshots:
 
-```
+| Text to image                                                                                              | Image to image                                                                                             | Image Lab                                                                                                  |
-docker compose up --build
+| ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |
-```
+| ![](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) |
 
-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
+### lstein
 
-in the `docker-compose.yml` you can change the `CLI_ARGS` variable contains all of the variables that will be passed to [the web ui](https://github.com/hlky/stable-diffusion-webui/blob/e253a27a0fd5f252e9acb9b0003f7e3570ab7162/webui.py), by default: `--extra-models-cpu --optimized-turbo` are given, which allow you to use this model on a 6GB GPU.
+[lstein's fork](https://github.com/invoke-ai/InvokeAI) is one of the earliest with a wonderful WebUI.
+- Text to image, with many samplers
+- Image to image
+- 4GB GPU support
+- More coming!
+- [Full feature list here](https://github.com/invoke-ai/InvokeAI#features)
 
-# Disclaimer
+| 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) |
+
+## 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!
+
+## Contributing
+
+Contributions are welcome! create an issue first of what you want to contribute (before you implement anything) so we can talk about it.
+
+## 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
+## 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)
+- [lstein/stable-diffusion](https://github.com/lstein/stable-diffusion)
 - [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)

build/Dockerfile

@@ -1,58 +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 554bd068e6f2f6bc55449a67fe017ddd77090f28
-RUN conda env update --file stable-diffusion/environment.yaml --name base && conda clean -a -y
-
-# fonts for generating the grid
-RUN apt-get update && apt install fonts-dejavu-core && 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 64490d2df8b321d6562d3023210a30a2c5ad42b7 && \
-  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 e253a27a0fd5f252e9acb9b0003f7e3570ab7162
-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
-
-# For testing different versions:
-# RUN git clone https://github.com/AbdBarho/stable-diffusion-webui.git && cd stable-diffusion-webui && \
-#   git checkout respect-cli-params &&\
-#   cp -t /stable-diffusion/scripts/ txt2img.yaml webui.py webui.yaml webui_playground.py && \
-#   cd / && rm -rf stable-diffusion-webui
-
-
-# add info
-COPY info.py /info.py
-RUN  python /info.py /stable-diffusion/frontend/frontend.py
-
-WORKDIR /stable-diffusion
-ENV TRANSFORMERS_CACHE=/cache/transformers TORCH_HOME=/cache/torch CLI_ARGS="" \
-  GFPGAN_PATH=/stable-diffusion/src/gfpgan/experiments/pretrained_models/GFPGANv1.3.pth \
-  RealESRGAN_PATH=/stable-diffusion/src/realesrgan/experiments/pretrained_models/RealESRGAN_x4plus.pth \
-  RealESRGAN_ANIME_PATH=/stable-diffusion/src/realesrgan/experiments/pretrained_models/RealESRGAN_x4plus_anime_6B.pth
-EXPOSE 7860
-CMD \
-  for path in "${GFPGAN_PATH}" "${RealESRGAN_PATH}" "${RealESRGAN_ANIME_PATH}"; do \
-  name=$(basename "${path}"); \
-  base=$(dirname "${path}"); \
-  test -f "/models/${name}" && mkdir -p "${base}" && ln -sf "/models/${name}" "${path}" && echo "Mounted ${name}";\
-  done;\
-  # force facexlib cache
-  mkdir -p /cache/weights/ && rm -rf /opt/conda/lib/python3.8/site-packages/facexlib/weights && \
-  ln -sf  /cache/weights/ /opt/conda/lib/python3.8/site-packages/facexlib/ && \
-  # run, -u to not buffer stdout / stderr
-  python3 -u scripts/webui.py --outdir /output --ckpt /models/model.ckpt --save-metadata ${CLI_ARGS}

cache/.gitignore

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

data/.gitignore

@@ -0,0 +1,17 @@
+# 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
+/ScuNET
+/LDSR
+/Hypernetworks
+/embeddings

docker-compose.yml

@@ -1,17 +1,11 @@
 version: '3.9'
 
-services:
+x-base_service: &base_service
-  model:
-    build: ./build/
-    restart: on-failure
     ports:
       - "7860:7860"
     volumes:
-      - ./cache:/cache
+      - &v1 ./data:/data
-      - ./output:/output
+      - &v2 ./output:/output
-      - ./models:/models
-    environment:
-      - CLI_ARGS=--extra-models-cpu --optimized-turbo
     deploy:
       resources:
         reservations:
@@ -19,3 +13,42 @@ services:
               - driver: nvidia
                 device_ids: ['0']
                 capabilities: [gpu]
+
+name: webui-docker
+
+services:
+  download:
+    build: ./services/download/
+    profiles: ["download"]
+    volumes:
+      - *v1
+
+  hlky:
+    <<: *base_service
+    profiles: ["hlky"]
+    build: ./services/hlky/
+    environment:
+      - CLI_ARGS=--optimized-turbo
+      - USE_STREAMLIT=0
+
+  auto: &automatic
+    <<: *base_service
+    profiles: ["auto"]
+    build: ./services/AUTOMATIC1111
+    environment:
+      - CLI_ARGS=--allow-code --medvram --xformers
+
+  auto-cpu:
+    <<: *automatic
+    profiles: ["auto-cpu"]
+    deploy: {}
+    environment:
+      - CLI_ARGS=--no-half --precision full
+
+  lstein:
+    <<: *base_service
+    profiles: ["lstein"]
+    build: ./services/lstein/
+    environment:
+      - PRELOAD=true
+      - CLI_ARGS=

models/.gitignore

@@ -1,4 +0,0 @@
-/model.ckpt
-/GFPGANv1.3.pth
-/RealESRGAN_x4plus.pth
-/RealESRGAN_x4plus_anime_6B.pth

scripts/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.

services/AUTOMATIC1111/Dockerfile

@@ -0,0 +1,87 @@
+# syntax=docker/dockerfile:1
+
+FROM alpine/git:2.36.2 as download
+
+SHELL ["/bin/sh", "-ceuxo", "pipefail"]
+
+RUN git clone https://github.com/CompVis/stable-diffusion.git repositories/stable-diffusion && cd repositories/stable-diffusion && git reset --hard 69ae4b35e0a0f6ee1af8bb9a5d0016ccb27e36dc
+
+RUN git clone https://github.com/sczhou/CodeFormer.git repositories/CodeFormer && cd repositories/CodeFormer && git reset --hard c5b4593074ba6214284d6acd5f1719b6c5d739af
+RUN git clone https://github.com/salesforce/BLIP.git repositories/BLIP && cd repositories/BLIP && git reset --hard 48211a1594f1321b00f14c9f7a5b4813144b2fb9
+
+RUN <<EOF
+# because taming-transformers is huge
+git config --global http.postBuffer 1048576000
+git clone https://github.com/CompVis/taming-transformers.git repositories/taming-transformers
+cd repositories/taming-transformers
+git reset --hard 24268930bf1dce879235a7fddd0b2355b84d7ea6
+rm -rf data assets
+EOF
+
+RUN git clone https://github.com/crowsonkb/k-diffusion.git repositories/k-diffusion && cd repositories/k-diffusion && git reset --hard f4e99857772fc3a126ba886aadf795a332774878
+
+FROM python:3.10-slim as xformers
+SHELL ["/bin/bash", "-ceuxo", "pipefail"]
+RUN pip install gdown
+RUN gdown https://drive.google.com/uc?id=1SqwicrLx1TrG_sbbEoIF_3TUHd4EYSmw -O /wheel.whl
+
+FROM python:3.10-slim
+
+SHELL ["/bin/bash", "-ceuxo", "pipefail"]
+
+ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1 PIP_NO_CACHE_DIR=1
+
+RUN pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 --extra-index-url https://download.pytorch.org/whl/cu113
+
+RUN apt-get update && apt install fonts-dejavu-core rsync git -y && apt-get clean
+
+
+RUN <<EOF
+git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
+cd stable-diffusion-webui
+git reset --hard 1eb588cbf19924333b88beaa1ac0041904966640
+pip install -r requirements_versions.txt
+EOF
+
+ENV ROOT=/stable-diffusion-webui \
+  WORKDIR=/stable-diffusion-webui/repositories/stable-diffusion
+
+
+COPY --from=download /git/ ${ROOT}
+RUN pip install --prefer-binary --no-cache-dir -r ${ROOT}/repositories/CodeFormer/requirements.txt
+
+# TODO: move to top
+RUN apt-get install jq moreutils -y
+
+
+# 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=36a0ba357ab0742c3c4a28437b68fb29a235afbe
+RUN <<EOF
+cd stable-diffusion-webui
+git pull --rebase
+git reset --hard ${SHA}
+pip install --prefer-binary --no-cache-dir -r requirements_versions.txt
+EOF
+
+RUN pip install --prefer-binary --no-cache-dir opencv-python-headless \
+  git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
+  git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
+  pyngrok
+
+COPY --from=xformers /wheel.whl xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl
+RUN pip install xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl
+
+COPY . /docker
+RUN <<EOF
+chmod +x /docker/mount.sh && python3 /docker/info.py ${ROOT}/modules/ui.py
+EOF
+
+
+ENV CLI_ARGS=""
+WORKDIR ${WORKDIR}
+EXPOSE 7860
+# run, -u to not buffer stdout / stderr
+CMD /docker/mount.sh && \
+  python3 -u ../../webui.py --listen --port 7860 --ckpt-dir ${ROOT}/models/Stable-diffusion ${CLI_ARGS}

services/AUTOMATIC1111/config.json

@@ -0,0 +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",
+  "font": "DejaVuSans.ttf"
+}

services/AUTOMATIC1111/info.py

@@ -0,0 +1,14 @@
+import sys
+from pathlib import Path
+
+file = Path(sys.argv[1])
+file.write_text(
+  file.read_text()\
+  .replace('    return demo', """
+    with demo:
+        gr.Markdown(
+          'Created by [AUTOMATIC1111 / stable-diffusion-webui-docker](https://github.com/AbdBarho/stable-diffusion-webui-docker/)'
+        )
+    return demo
+""", 1)
+)

services/AUTOMATIC1111/mount.sh

@@ -0,0 +1,43 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+mkdir -p /data/config/auto/
+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
+
+declare -A MOUNTS
+
+MOUNTS["/root/.cache"]="/data/.cache"
+
+# main
+MOUNTS["${ROOT}/models/Stable-diffusion"]="/data/StableDiffusion"
+MOUNTS["${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["${ROOT}/embeddings"]="/data/embeddings"
+MOUNTS["${ROOT}/config.json"]="/data/config/auto/config.json"
+
+# 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
+
+mkdir -p /output/saved /output/txt2img-images/ /output/img2img-images /output/extras-images/ /output/grids/ /output/txt2img-grids/ /output/img2img-grids/

services/download/Dockerfile

@@ -0,0 +1,6 @@
+FROM bash:alpine3.15
+
+RUN apk add parallel aria2
+COPY . /docker
+RUN chmod +x /docker/download.sh
+ENTRYPOINT ["/docker/download.sh"]

services/download/checksums.sha256

@@ -0,0 +1,6 @@
+fe4efff1e174c627256e44ec2991ba279b3816e364b49f9be2abc0b3ff3f8556  /data/StableDiffusion/model.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

@@ -0,0 +1,24 @@
+#!/usr/bin/env bash
+
+set -Eeuo pipefail
+
+mkdir -p /data/.cache /data/StableDiffusion /data/Codeformer /data/GFPGAN /data/ESRGAN /data/BSRGAN /data/RealESRGAN /data/SwinIR /data/LDSR /data/ScuNET /data/embeddings
+
+cat <<EOF
+By using this software, you agree to the following licenses:
+https://github.com/CompVis/stable-diffusion/blob/main/LICENSE
+https://github.com/TencentARC/GFPGAN/blob/master/LICENSE
+https://github.com/xinntao/Real-ESRGAN/blob/master/LICENSE
+EOF
+
+echo "Downloading, this might take a while..."
+
+aria2c --input-file /docker/links.txt --dir /data --continue
+
+echo "Checking SHAs..."
+
+parallel --will-cite -a /docker/checksums.sha256 "echo -n {} | sha256sum -c"
+
+# fix potential permissions
+# TODO: need something better than this:
+# chmod -R 777 /data /output

services/download/links.txt

@@ -0,0 +1,12 @@
+https://www.googleapis.com/storage/v1/b/aai-blog-files/o/sd-v1-4.ckpt?alt=media
+  out=StableDiffusion/model.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

@@ -0,0 +1,48 @@
+# 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 gcc -y && apt-get clean
+
+
+RUN <<EOF
+git config --global http.postBuffer 1048576000
+git clone https://github.com/sd-webui/stable-diffusion-webui.git stable-diffusion
+cd stable-diffusion
+git reset --hard 1a9c053cb7b6832695771db2555c0adc9b41e95f
+conda env update --file environment.yaml -n base
+conda clean -a -y
+EOF
+
+
+ARG BRANCH=dev SHA=bd57d22f2e0ec7eed084bdf2a4c0dcc0ed745daf
+RUN <<EOF
+cd stable-diffusion
+git fetch
+git checkout ${BRANCH}
+git reset --hard ${SHA}
+conda env update --file environment.yaml -n base
+conda clean -a -y
+EOF
+
+# add info
+COPY . /docker/
+RUN <<EOF
+python /docker/info.py /stable-diffusion/frontend/frontend.py
+chmod +x /docker/mount.sh /docker/run.sh
+# streamlit
+sed -i -- 's/8501/7860/g' /stable-diffusion/.streamlit/config.toml
+EOF
+
+WORKDIR /stable-diffusion
+ENV PYTHONPATH="${PYTHONPATH}:${PWD}" STREAMLIT_SERVER_HEADLESS=true USE_STREAMLIT=0 CLI_ARGS=""
+EXPOSE 7860
+
+CMD /docker/mount.sh && /docker/run.sh

services/hlky/info.py

@@ -9,7 +9,5 @@ file.write_text(
     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)\
+""", 1)
-  .replace('img2img_cfg = gr.Slider(minimum=1.0, maximum=30.0', 'img2img_cfg = gr.Slider(minimum=1.0, maximum=60.0')
-
 )

services/hlky/mount.sh

@@ -0,0 +1,31 @@
+#!/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["${PWD}/models/gfpgan/GFPGANv1.4.pth"]=/data/GFPGAN/GFPGANv1.4.pth
+
+
+for to_path in "${!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/hlky/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/model.ckpt ${CLI_ARGS}
+fi

services/hlky/userconfig_streamlit.yaml

@@ -0,0 +1,8 @@
+general:
+  outdir: /outputs
+  default_model: "Stable Diffusion v1.4"
+  default_model_path: /data/StableDiffusion/model.ckpt
+  outdir_txt2img: /outputs/txt2img-samples
+  outdir_img2img: /outputs/img2img-samples
+  optimized: True
+  optimized_turbo: True

services/lstein/Dockerfile

@@ -0,0 +1,52 @@
+# syntax=docker/dockerfile:1
+
+FROM continuumio/miniconda3:4.12.0
+
+SHELL ["/bin/bash", "-ceuxo", "pipefail"]
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+# now it requires python3.9
+RUN conda install python=3.9 && 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 gcc -y && apt-get clean
+
+ENV PIP_EXISTS_ACTION=w
+
+RUN <<EOF
+git clone https://github.com/invoke-ai/InvokeAI.git stable-diffusion
+cd stable-diffusion
+git reset --hard 79e79b78aaeedb49afcc795e0e00eebfdbedee96
+git config --global http.postBuffer 1048576000
+conda env update --file environment.yml -n base
+conda clean -a -y
+EOF
+
+
+ARG BRANCH=development SHA=fe2a2cfc8b6156805c420c026c5ef8bbb256899e
+RUN <<EOF
+cd stable-diffusion
+git fetch
+git reset --hard
+git checkout ${BRANCH}
+git reset --hard ${SHA}
+conda env update --file environment.yml -n base
+conda clean -a -y
+EOF
+
+RUN pip uninstall opencv-python -y && pip install --prefer-binary --force-reinstall --no-cache-dir opencv-python-headless
+
+COPY . /docker/
+RUN <<EOF
+python3 /docker/info.py /stable-diffusion/frontend/dist/index.html
+chmod +x /docker/mount.sh
+EOF
+
+
+ENV PRELOAD=false CLI_ARGS=""
+WORKDIR /stable-diffusion
+EXPOSE 7860
+
+CMD /docker/mount.sh && \
+  python3 -u scripts/invoke.py --outdir /output --web --host 0.0.0.0 --port 7860 ${CLI_ARGS}

services/lstein/info.py

@@ -0,0 +1,13 @@
+import sys
+from pathlib import Path
+
+file = Path(sys.argv[1])
+file.write_text(
+  file.read_text()\
+  .replace('  <div id="root"></div>', """
+    <div id="root"></div>
+    <div>
+      Deployed with <a href="https://github.com/AbdBarho/stable-diffusion-webui-docker/">stable-diffusion-webui-docker</a>
+    </div>
+""", 1)
+)

services/lstein/mount.sh

@@ -0,0 +1,29 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+declare -A MOUNTS
+
+# cache
+MOUNTS["/root/.cache"]=/data/.cache
+# ui specific
+MOUNTS["${PWD}/models/ldm/stable-diffusion-v1/model.ckpt"]=/data/StableDiffusion/model.ckpt
+MOUNTS["${PWD}/src/gfpgan/experiments/pretrained_models/GFPGANv1.4.pth"]=/data/GFPGAN/GFPGANv1.4.pth
+MOUNTS["${PWD}/ldm/invoke/restoration/codeformer/weights"]=/data/Codeformer
+# hacks
+MOUNTS["/opt/conda/lib/python3.9/site-packages/facexlib/weights"]=/data/.cache
+MOUNTS["/opt/conda/lib/python3.9/site-packages/realesrgan/weights"]=/data/RealESRGAN
+MOUNTS["${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
+
+if "${PRELOAD}" == "true"; then
+  python3 -u scripts/preload_models.py
+fi