Custom Models Auto (#75)

* Update auto

.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 +1,36 @@
+---
+name: Bug
+about: Report a bug
+title: ''
+labels: bug
+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)**
+
+
+
+**Describe the bug**
+
+
+**Which UI**
+
+hlky or auto or auto-cpu or lstein?
+
+**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]
+ - RAM:
+ - GPU: [Nvidia 1660 / No GPU]
+ - VRAM:
+ - Docker Version, Docker compose version
+ - Release version [e.g. 1.0.1]
+
+**Additional context**
+Any other context about the problem here. If applicable, add screenshots to help explain your problem.

.github/workflows/docker.yml

@@ -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/executable.yml1

@@ -0,0 +1,22 @@
+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: '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

.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
+    }
+  ]
+}

build/Dockerfile

@@ -1,31 +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
-RUN apt-get update && apt install fonts-dejavu-core && apt-get clean
-
-RUN git clone https://github.com/hlky/stable-diffusion-webui.git && cd stable-diffusion-webui && \
-  git reset --hard 33890563d237889aca7cbc4f04ae42b885aee07e && \
-  cp -t /stable-diffusion/scripts/ txt2img.yaml webui.py webui.yaml webui_playground.py && \
-  cd / && rm -rf stable-diffusion-webui
-
-
-WORKDIR /stable-diffusion
-ENV TRANSFORMERS_CACHE=/cache/transformers TORCH_HOME=/cache/torch CLI_ARGS=""
-
-EXPOSE 7860
-CMD ln -sf /models/model.ckpt /stable-diffusion/models/ldm/stable-diffusion-v1/model.ckpt && \
-  ln -sf /models/GFPGANv1.3.pth   /stable-diffusion/src/gfpgan/experiments/pretrained_models/GFPGANv1.3.pth && \
-  ln -sf /models/RealESRGAN_x4plus.pth   /stable-diffusion/src/realesrgan/experiments/pretrained_models/RealESRGAN_x4plus.pth && \
-  # 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 --save-metadata --ckpt /models/model.ckpt ${CLI_ARGS}

cache/.gitignore

@@ -1,3 +1,5 @@
 /torch
 /transformers
-/weights
+/weights
+/models
+/custom-models

docker-compose.yml

@@ -1,17 +1,11 @@
 version: '3.9'
 
-services:
-  model:
-    build: ./build/
-    restart: on-failure
+x-base_service: &base_service
     ports:
       - "7860:7860"
     volumes:
-      - ./cache:/cache
-      - ./output:/output
-      - ./models:/models
-    environment:
-      - CLI_ARGS=--extra-models-cpu
+      - &v1 ./cache:/cache
+      - &v2 ./output:/output
     deploy:
       resources:
         reservations:
@@ -19,3 +13,45 @@ 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
+
+  automatic1111: &automatic
+    <<: *base_service
+    profiles: ["auto"]
+    build: ./services/AUTOMATIC1111
+    volumes:
+      - *v1
+      - *v2
+      - ./services/AUTOMATIC1111/config.json:/stable-diffusion-webui/config.json
+    environment:
+      - CLI_ARGS=--medvram --opt-split-attention
+
+  automatic1111-cpu:
+    <<: *automatic
+    profiles: ["auto-cpu"]
+    deploy: {}
+    environment:
+      - CLI_ARGS=--no-half --precision full
+
+  lstein:
+    <<: *base_service
+    profiles: ["lstein"]
+    build: ./services/lstein/
+    environment:
+      - PRELOAD=false
+      - CLI_ARGS=

models/.gitignore

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

scripts/chmod.sh

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

services/AUTOMATIC1111/Dockerfile

@@ -0,0 +1,65 @@
+# syntax=docker/dockerfile:1
+
+FROM alpine/git:2.36.2 as download
+RUN <<EOF
+# because taming-transformers is huge
+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/salesforce/BLIP.git repositories/BLIP
+git clone https://github.com/CompVis/taming-transformers.git repositories/taming-transformers
+rm -rf repositories/taming-transformers/data repositories/taming-transformers/assets
+EOF
+
+
+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/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
+
+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
+
+# 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=99585b3514e2d7e987651d5c6a0806f933af012b
+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
+
+ENV TRANSFORMERS_CACHE=/cache/transformers TORCH_HOME=/cache/torch CLI_ARGS=""
+
+COPY . /docker
+RUN chmod +x /docker/mount.sh && python3 /docker/info.py ${ROOT}/modules/ui.py
+
+
+WORKDIR ${WORKDIR}
+EXPOSE 7860
+# run, -u to not buffer stdout / stderr
+CMD /docker/mount.sh && \
+  python3 -u ../../webui.py --listen --port 7860 --hide-ui-dir-config --ckpt-dir /cache/custom-models --ckpt /cache/models/model.ckpt ${CLI_ARGS}

services/AUTOMATIC1111/config.json

@@ -0,0 +1,58 @@
+{
+  "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",
+  "__WARNING__": "DON'T CHANGE ANYTHING BEFORE THIS",
+
+  "samples_filename_format": "",
+  "outdir_grids": "",
+  "save_to_dirs": false,
+  "grid_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,
+  "add_model_hash_to_info": false,
+  "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": 7,
+  "multiple_tqdm": true,
+  "face_restoration_model": null,
+  "code_former_weight": 0.5,
+  "save_images_before_face_restoration": false,
+  "face_restoration_unload": false,
+  "interrogate_keep_models_in_memory": false,
+  "interrogate_use_builtin_artists": true,
+  "interrogate_clip_num_beams": 1,
+  "interrogate_clip_min_length": 24,
+  "interrogate_clip_max_length": 48,
+  "interrogate_clip_dict_limit": 1500.0,
+  "samples_filename_pattern": "",
+  "directories_filename_pattern": "",
+  "save_selected_only": false,
+  "filter_nsfw": false,
+  "img2img_color_correction": false,
+  "img2img_fix_steps": false,
+  "enable_quantization": false,
+  "enable_batch_seeds": true,
+  "memmon_poll_rate": 8,
+  "sd_model_checkpoint": null
+}

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 +1,35 @@
+#!/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
+
+mkdir -p /cache/torch /cache/transformers /cache/weights /cache/models /cache/custom-models

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  /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

services/download/download.sh

@@ -0,0 +1,13 @@
+#!/usr/bin/env bash
+
+set -Eeuo pipefail
+
+mkdir -p /cache/torch /cache/transformers /cache/weights /cache/models /cache/custom-models
+
+echo "Downloading, this might take a while..."
+
+aria2c --input-file /docker/links.txt --dir /cache/models --continue
+
+echo "Checking SHAs..."
+
+parallel --will-cite -a /docker/checksums.sha256 "echo -n {} | sha256sum -c"

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=model.ckpt
+https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth
+  out=GFPGANv1.3.pth
+https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth
+  out=RealESRGAN_x4plus.pth
+https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth
+  out=RealESRGAN_x4plus_anime_6B.pth
+https://heibox.uni-heidelberg.de/f/31a76b13ea27482981b4/?dl=1
+  out=LDSR.yaml
+https://heibox.uni-heidelberg.de/f/578df07c8fc04ffbadf3/?dl=1
+  out=LDSR.ckpt

services/hlky/Dockerfile

@@ -0,0 +1,64 @@
+# 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 7623a5734740025d79b710f3744bff9276e1467b
+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=833a91047df999302f699637768741cecee9c37b
+# ARG BRANCH=dev
+# ARG SHA=5f3d7facdea58fc4f89b8c584d22a4639615a2f8
+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 --inbrowser ${CLI_ARGS}
+# STREAMLIT_SERVER_PORT=7860 python -m streamlit run scripts/webui_streamlit.py

services/hlky/info.py

@@ -0,0 +1,13 @@
+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)
+)

services/hlky/mount.sh

@@ -0,0 +1,38 @@
+#!/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/
+
+# streamlit config
+ln -sf /docker/webui_streamlit.yaml /stable-diffusion/configs/webui/webui_streamlit.yaml

services/hlky/webui_streamlit.yaml

@@ -0,0 +1,155 @@
+# UI defaults configuration file. It is automatically loaded if located at configs/webui/webui_streamlit.yaml.
+general:
+  gpu: 0
+  outdir: /outputs
+
+  default_model: "Stable Diffusion v1.4"
+  default_model_config: "configs/stable-diffusion/v1-inference.yaml"
+  default_model_path: "/cache/models/model.ckpt"
+  fp:
+    name:
+  GFPGAN_dir: "./src/gfpgan"
+  RealESRGAN_dir: "./src/realesrgan"
+  RealESRGAN_model: "RealESRGAN_x4plus"
+  outdir_txt2img: /outputs/txt2img-samples
+  outdir_img2img: /outputs/img2img-samples
+  gfpgan_cpu: False
+  esrgan_cpu: False
+  extra_models_cpu: False
+  extra_models_gpu: False
+  save_metadata: True
+  save_format: "png"
+  skip_grid: False
+  skip_save: False
+  grid_format: "jpg:95"
+  n_rows: -1
+  no_verify_input: False
+  no_half: False
+  use_float16: False
+  precision: "autocast"
+  optimized: False
+  optimized_turbo: True
+  optimized_config: "optimizedSD/v1-inference.yaml"
+  update_preview: True
+  update_preview_frequency: 5
+
+txt2img:
+  prompt:
+  height: 512
+  width: 512
+  cfg_scale: 7.5
+  seed: ""
+  batch_count: 1
+  batch_size: 1
+  sampling_steps: 30
+  default_sampler: "k_euler"
+  separate_prompts: False
+  update_preview: True
+  update_preview_frequency: 5
+  normalize_prompt_weights: True
+  save_individual_images: True
+  save_grid: True
+  group_by_prompt: True
+  save_as_jpg: False
+  use_GFPGAN: False
+  use_RealESRGAN: False
+  RealESRGAN_model: "RealESRGAN_x4plus"
+  variant_amount: 0.0
+  variant_seed: ""
+  write_info_files: True
+
+txt2vid:
+  default_model: "CompVis/stable-diffusion-v1-4"
+  custom_models_list:
+    [
+      "CompVis/stable-diffusion-v1-4",
+      "naclbit/trinart_stable_diffusion_v2",
+      "hakurei/waifu-diffusion",
+      "osanseviero/BigGAN-deep-128",
+    ]
+  prompt:
+  height: 512
+  width: 512
+  cfg_scale: 7.5
+  seed: ""
+  batch_count: 1
+  batch_size: 1
+  sampling_steps: 30
+  num_inference_steps: 200
+  default_sampler: "k_euler"
+  scheduler_name: "klms"
+  separate_prompts: False
+  update_preview: True
+  update_preview_frequency: 5
+  dynamic_preview_frequency: True
+  normalize_prompt_weights: True
+  save_individual_images: True
+  save_video: True
+  group_by_prompt: True
+  write_info_files: True
+  do_loop: False
+  save_as_jpg: False
+  use_GFPGAN: False
+  use_RealESRGAN: False
+  RealESRGAN_model: "RealESRGAN_x4plus"
+  variant_amount: 0.0
+  variant_seed: ""
+  beta_start: 0.00085
+  beta_end: 0.012
+  beta_scheduler_type: "linear"
+  max_frames: 1000
+
+img2img:
+  prompt:
+  sampling_steps: 30
+  # Adding an int to toggles enables the corresponding feature.
+  # 0: Create prompt matrix (separate multiple prompts using |, and get all combinations of them)
+  # 1: Normalize Prompt Weights (ensure sum of weights add up to 1.0)
+  # 2: Loopback (use images from previous batch when creating next batch)
+  # 3: Random loopback seed
+  # 4: Save individual images
+  # 5: Save grid
+  # 6: Sort samples by prompt
+  # 7: Write sample info files
+  # 8: jpg samples
+  # 9: Fix faces using GFPGAN
+  # 10: Upscale images using Real-ESRGAN
+  sampler_name: "k_euler"
+  denoising_strength: 0.45
+  # 0: Keep masked area
+  # 1: Regenerate only masked area
+  mask_mode: 0
+  mask_restore: False
+  # 0: Just resize
+  # 1: Crop and resize
+  # 2: Resize and fill
+  resize_mode: 0
+  # Leave blank for random seed:
+  seed: ""
+  ddim_eta: 0.0
+  cfg_scale: 7.5
+  batch_count: 1
+  batch_size: 1
+  height: 512
+  width: 512
+  # Textual inversion embeddings file path:
+  fp: ""
+  loopback: True
+  random_seed_loopback: True
+  separate_prompts: False
+  update_preview: True
+  update_preview_frequency: 5
+  normalize_prompt_weights: True
+  save_individual_images: True
+  save_grid: True
+  group_by_prompt: True
+  save_as_jpg: False
+  use_GFPGAN: False
+  use_RealESRGAN: False
+  RealESRGAN_model: "RealESRGAN_x4plus"
+  variant_amount: 0.0
+  variant_seed: ""
+  write_info_files: True
+
+gfpgan:
+  strength: 100

services/lstein/Dockerfile

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+# 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 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
+
+
+ARG BRANCH=development SHA=45af30f3a4c98b50c755717831c5fff75a3a8b43
+# ARG BRANCH=main SHA=89da371f4841f7e05da5a1672459d700c3920784
+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
+
+RUN pip uninstall opencv-python -y && pip install --prefer-binary --upgrade --force-reinstall --no-cache-dir opencv-python-headless
+
+COPY . /docker/
+RUN python3 /docker/info.py /stable-diffusion/static/dream_web/index.html && chmod +x /docker/mount.sh
+
+ENV TRANSFORMERS_CACHE=/cache/transformers TORCH_HOME=/cache/torch PRELOAD=false CLI_ARGS=""
+WORKDIR /stable-diffusion
+EXPOSE 7860
+
+CMD /docker/mount.sh && python3 -u scripts/dream.py --outdir /output --web --host 0.0.0.0 --port 7860 ${CLI_ARGS}

services/lstein/info.py

@@ -0,0 +1,10 @@
+import sys
+from pathlib import Path
+
+file = Path(sys.argv[1])
+file.write_text(
+  file.read_text()\
+  .replace('GitHub site</a>', """
+  GitHub site</a>, Deployed with <a href="https://github.com/AbdBarho/stable-diffusion-webui-docker/">stable-diffusion-webui-docker</a>
+""", 1)
+)

services/lstein/mount.sh

@@ -0,0 +1,26 @@
+#!/bin/bash
+
+set -eu
+
+ROOT=/stable-diffusion
+
+mkdir -p "${ROOT}/models/ldm/stable-diffusion-v1/"
+ln -sf /cache/models/model.ckpt "${ROOT}/models/ldm/stable-diffusion-v1/model.ckpt"
+
+if test -f /cache/models/GFPGANv1.3.pth; then
+  base="${ROOT}/src/gfpgan/experiments/pretrained_models/"
+  mkdir -p "${base}"
+  ln -sf /cache/models/GFPGANv1.3.pth "${base}/GFPGANv1.3.pth"
+  echo "Mounted GFPGANv1.3.pth"
+fi
+
+# facexlib
+FACEX_WEIGHTS=/opt/conda/lib/python3.8/site-packages/facexlib/weights
+
+rm -rf "${FACEX_WEIGHTS}"
+mkdir -p /cache/weights
+ln -sf -T /cache/weights "${FACEX_WEIGHTS}"
+
+if "${PRELOAD}" == "true"; then
+  python3 -u scripts/preload_models.py
+fi