Merge a447ff452b into f1bf3b0943

Closes #696
Closes #694

.devscripts/migratev7tov8.sh

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

.github/ISSUE_TEMPLATE/bug.md

@@ -19,7 +19,7 @@ assignees: ""
 
 **Which UI**
 
-auto or auto-cpu or invoke or sygil?
+auto or auto-cpu or invoke or comfy?
 
 **Hardware / Software**
 

.github/pull_request_template.md

@@ -9,6 +9,5 @@ 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/

data/.gitignore

@@ -1,28 +1,4 @@
-# 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
+/models
-/ControlNet
-/openpose
-/ModelScope
-/LyCORIS
-/GLIGEN
-/CLIPEncoder

docker-compose.yml

@@ -1,12 +1,11 @@
-version: '3.9'
-
 x-base_service: &base_service
     ports:
-      - "7860:7860"
+      - "${WEBUI_PORT:-7860}:7860"
     volumes:
       - &v1 ./data:/data
       - &v2 ./output:/output
-    stop_signal: SIGINT
+    stop_signal: SIGKILL
+    tty: true
     deploy:
       resources:
         reservations:
@@ -28,10 +27,18 @@ services:
     <<: *base_service
     profiles: ["auto"]
     build: ./services/AUTOMATIC1111
-    image: sd-auto:58
+    image: sd-auto:77
     environment:
       - CLI_ARGS=--allow-code --medvram --xformers --enable-insecure-extension-access --api
 
+  forge: &forge
+    <<: *base_service
+    profiles: ["forge"]
+    build: ./services/forge
+    image: sd-forge-fgcustom:72
+    environment:
+      - CLI_ARGS=--allow-code --xformers --enable-insecure-extension-access --api --pin-shared-memory --cuda-malloc --cuda-stream
+
   auto-cpu:
     <<: *automatic
     profiles: ["auto-cpu"]
@@ -43,7 +50,7 @@ services:
     <<: *base_service
     profiles: ["invoke"]
     build: ./services/invoke/
-    image: sd-invoke:29
+    image: sd-invoke:31
     environment:
       - PRELOAD=true
       - CLI_ARGS=--xformers
@@ -59,8 +66,7 @@ services:
     <<: *base_service
     profiles: ["comfy"]
     build: ./services/comfy/
-    image: sd-comfy:2
+    image: sd-comfy:7
-    tty: true
     environment:
       - CLI_ARGS=
 

services/AUTOMATIC1111/Dockerfile

@@ -2,26 +2,19 @@ FROM alpine/git:2.36.2 as download
 
 COPY clone.sh /clone.sh
 
-RUN . /clone.sh taming-transformers https://github.com/CompVis/taming-transformers.git 24268930bf1dce879235a7fddd0b2355b84d7ea6 \
+RUN . /clone.sh stable-diffusion-webui-assets https://github.com/AUTOMATIC1111/stable-diffusion-webui-assets.git 6f7db241d2f8ba7457bac5ca9753331f0c266917
-  && rm -rf data assets **/*.ipynb
 
-RUN . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git 47b6b607fdd31875c9279cd2f4f16b92e4ea958e \
+RUN . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf \
   && rm -rf assets data/**/*.png data/**/*.jpg data/**/*.gif
 
-RUN . /clone.sh 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 k-diffusion https://github.com/crowsonkb/k-diffusion.git ab527a9a6d347f364e3d185ba6d714e22d80cb3c
-RUN . /clone.sh clip-interrogator https://github.com/pharmapsychotic/clip-interrogator 2486589f24165c8e3b303f84e9dbbea318df83e8
+RUN . /clone.sh clip-interrogator https://github.com/pharmapsychotic/clip-interrogator 2cf03aaf6e704197fd0dae7c7f96aa59cf1b11c9
+RUN . /clone.sh generative-models https://github.com/Stability-AI/generative-models 45c443b316737a4ab6e40413d7794a7f5657c19f
+RUN . /clone.sh stable-diffusion-webui-assets https://github.com/AUTOMATIC1111/stable-diffusion-webui-assets 6f7db241d2f8ba7457bac5ca9753331f0c266917
 
 
-FROM alpine:3.17 as xformers
+FROM pytorch/pytorch:2.3.0-cuda12.1-cudnn8-runtime
-RUN apk add --no-cache aria2
-RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/6.0.0/xformers-0.0.21.dev544-cp310-cp310-manylinux2014_x86_64-pytorch201.whl'
-
-
-FROM python:3.10.9-slim
 
 ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1
 
@@ -30,61 +23,39 @@ RUN --mount=type=cache,target=/var/cache/apt \
   # we need those
   apt-get install -y fonts-dejavu-core rsync git jq moreutils aria2 \
   # extensions needs those
-  ffmpeg libglfw3-dev libgles2-mesa-dev pkg-config libcairo2 libcairo2-dev
+  ffmpeg libglfw3-dev libgles2-mesa-dev pkg-config libcairo2 libcairo2-dev build-essential
-
-
-RUN --mount=type=cache,target=/cache --mount=type=cache,target=/root/.cache/pip \
-  aria2c -x 5 --dir /cache --out torch-2.0.1-cp310-cp310-linux_x86_64.whl -c \
-  https://download.pytorch.org/whl/cu118/torch-2.0.1%2Bcu118-cp310-cp310-linux_x86_64.whl && \
-  pip install /cache/torch-2.0.1-cp310-cp310-linux_x86_64.whl torchvision --index-url https://download.pytorch.org/whl/cu118
-
 
 
+WORKDIR /
 RUN --mount=type=cache,target=/root/.cache/pip \
   git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git && \
   cd stable-diffusion-webui && \
-  git reset --hard 20ae71faa8ef035c31aa3a410b707d792c8203a3 && \
+  git reset --hard v1.9.3 && \
   pip install -r requirements_versions.txt
 
-RUN --mount=type=cache,target=/root/.cache/pip  \
-  --mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.21.dev544-cp310-cp310-manylinux2014_x86_64.whl \
-  pip install /xformers-0.0.21.dev544-cp310-cp310-manylinux2014_x86_64.whl
 
 ENV ROOT=/stable-diffusion-webui
 
-
 COPY --from=download /repositories/ ${ROOT}/repositories/
-RUN mkdir ${ROOT}/interrogate && cp ${ROOT}/repositories/clip-interrogator/data/* ${ROOT}/interrogate
+RUN mkdir ${ROOT}/interrogate && cp ${ROOT}/repositories/clip-interrogator/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 \
+  pip install pyngrok xformers==0.0.26.post1 \
   git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
   git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
-  git+https://github.com/mlfoundations/open_clip.git@bb6e834e9c70d9c27d0dc3ecedeebeaeb1ffad6b
+  git+https://github.com/mlfoundations/open_clip.git@v2.20.0
 
-# Note: don't update the sha of previous versions because the install will take forever
+# there seems to be a memory leak (or maybe just memory not being freed fast enough) that is fixed by this version of malloc
-# instead, update the repo state in a later step
+# maybe move this up to the dependencies list.
-
-# 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
 
-ARG SHA=20ae71faa8ef035c31aa3a410b707d792c8203a3
-RUN --mount=type=cache,target=/root/.cache/pip \
-  cd stable-diffusion-webui && \
-  git fetch && \
-  git reset --hard ${SHA} && \
-  pip install -r requirements_versions.txt
-
 COPY . /docker
 
 RUN \
-  python3 /docker/info.py ${ROOT}/modules/ui.py && \
+  # mv ${ROOT}/style.css ${ROOT}/user.css && \
-  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 && \
+  sed -i 's/in_app_dir = .*/in_app_dir = True/g' /opt/conda/lib/python3.10/site-packages/gradio/routes.py && \
   git config --global --add safe.directory '*'
 
 WORKDIR ${ROOT}

services/AUTOMATIC1111/entrypoint.sh

@@ -5,6 +5,10 @@ set -Eeuo pipefail
 # TODO: move all mkdir -p ?
 mkdir -p /data/config/auto/scripts/
 # mount scripts individually
+
+echo $ROOT
+ls -lha $ROOT
+
 find "${ROOT}/scripts/" -maxdepth 1 -type l -delete
 cp -vrfTs /data/config/auto/scripts/ "${ROOT}/scripts/"
 
@@ -19,30 +23,16 @@ if [ ! -f /data/config/auto/styles.csv ]; then
   touch /data/config/auto/styles.csv
 fi
 
+# copy models from original models folder
+mkdir -p /data/models/VAE-approx/ /data/models/karlo/
+
+rsync -a --info=NAME ${ROOT}/models/VAE-approx/ /data/models/VAE-approx/
+rsync -a --info=NAME ${ROOT}/models/karlo/ /data/models/karlo/
+
 declare -A MOUNTS
 
 MOUNTS["/root/.cache"]="/data/.cache"
-
+MOUNTS["${ROOT}/models"]="/data/models"
-# main
-MOUNTS["${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"
@@ -66,8 +56,28 @@ for to_path in "${!MOUNTS[@]}"; do
   echo Mounted $(basename "${from_path}")
 done
 
+echo "Installing extension dependencies (if any)"
+
+# because we build our container as root:
+chown -R root ~/.cache/
+chmod 766 ~/.cache/
+
+shopt -s nullglob
+# For install.py, please refer to https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Developing-extensions#installpy
+list=(./extensions/*/install.py)
+for installscript in "${list[@]}"; do
+  EXTNAME=$(echo $installscript | cut -d '/' -f 3)
+  # Skip installing dependencies if extension is disabled in config
+  if $(jq -e ".disabled_extensions|any(. == \"$EXTNAME\")" config.json); then
+    echo "Skipping disabled extension ($EXTNAME)"
+    continue
+  fi
+  PYTHONPATH=${ROOT} python "$installscript"
+done
+
 if [ -f "/data/config/auto/startup.sh" ]; then
   pushd ${ROOT}
+  echo "Running startup script"
   . /data/config/auto/startup.sh
   popd
 fi

services/AUTOMATIC1111/info.py

@@ -1,14 +0,0 @@
-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/comfy/Dockerfile

@@ -1,14 +1,7 @@
-FROM alpine:3.17 as xformers
+FROM pytorch/pytorch:2.3.0-cuda12.1-cudnn8-runtime
-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
@@ -16,30 +9,14 @@ 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 && \
+  git reset --hard 276f8fce9f5a80b500947fb5745a4dde9e84622d && \
   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/
-RUN cp /docker/extra_model_paths.yaml ${ROOT}
+RUN chmod u+x /docker/entrypoint.sh && cp /docker/extra_model_paths.yaml ${ROOT}
 
-ENV NVIDIA_VISIBLE_DEVICES=all
+ENV NVIDIA_VISIBLE_DEVICES=all PYTHONPATH="${PYTHONPATH}:${PWD}" CLI_ARGS=""
-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

@@ -22,4 +22,10 @@ for to_path in "${!MOUNTS[@]}"; do
   echo Mounted $(basename "${from_path}")
 done
 
+if [ -f "/data/config/comfy/startup.sh" ]; then
+  pushd ${ROOT}
+  . /data/config/comfy/startup.sh
+  popd
+fi
+
 exec "$@"

services/comfy/extra_model_paths.yaml

@@ -1,20 +1,20 @@
 a111:
   base_path: /data
 
-  checkpoints: StableDiffusion
+  checkpoints: models/Stable-diffusion
-  configs: StableDiffusion
+  configs: models/Stable-diffusion
-  vae: VAE
+  vae: models/VAE
-  loras: Lora
+  loras: models/Lora
   upscale_models: |
-    RealESRGAN
+    models/RealESRGAN
-    ESRGAN
+    models/ESRGAN
-    SwinIR
+    models/SwinIR
-    GFPGAN
+    models/GFPGAN
+  hypernetworks: models/hypernetworks
+  controlnet: models/ControlNet
+  gligen: models/GLIGEN
+  clip: models/CLIPEncoder
   embeddings: embeddings
-  hypernetworks: Hypernetworks
-  controlnet: ControlNet
-  gligen: GLIGEN
-  clip: CLIPEncoder
 
   custom_nodes: config/comfy/custom_nodes
 

services/download/Dockerfile

@@ -1,6 +1,6 @@
-FROM bash:alpine3.15
+FROM bash:alpine3.19
 
-RUN apk add parallel aria2
+RUN apk update && apk add parallel aria2
 COPY . /docker
 RUN chmod +x /docker/download.sh
 ENTRYPOINT ["/docker/download.sh"]

services/download/checksums.sha256

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

services/download/download.sh

@@ -4,30 +4,18 @@ set -Eeuo pipefail
 
 # 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/config/ \
-  /data/Deepdanbooru \
+  /data/models/ \
-  /data/MiDaS \
+  /data/models/Stable-diffusion \
-  /data/Lora \
+  /data/models/GFPGAN \
-  /data/ControlNet \
+  /data/models/RealESRGAN \
-  /data/openpose \
+  /data/models/LDSR \
-  /data/GLIGEN \
+  /data/models/VAE
-  /data/CLIPEncoder # this is different from the cached pre-train ViT saved in /data/.cache/clip TODO: find out how
 
 echo "Downloading, this might take a while..."
 
-aria2c -x 10 --disable-ipv6 --input-file /docker/links.txt --dir /data --continue
+aria2c -x 10 --disable-ipv6 --input-file /docker/links.txt --dir /data/models --continue
 
 echo "Checking SHAs..."
 
@@ -39,11 +27,5 @@ 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
+And licenses of all UIs, third party libraries, and extensions.
-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

@@ -1,9 +1,9 @@
 https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt
-  out=StableDiffusion/v1-5-pruned-emaonly.ckpt
+  out=Stable-diffusion/v1-5-pruned-emaonly.ckpt
 https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.ckpt
   out=VAE/vae-ft-mse-840000-ema-pruned.ckpt
 https://huggingface.co/runwayml/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt
-  out=StableDiffusion/sd-v1-5-inpainting.ckpt
+  out=Stable-diffusion/sd-v1-5-inpainting.ckpt
 https://github.com/TencentARC/GFPGAN/releases/download/v1.3.4/GFPGANv1.4.pth
   out=GFPGAN/GFPGANv1.4.pth
 https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth

services/forge/Dockerfile

@@ -0,0 +1,70 @@
+FROM alpine/git:2.36.2 as download
+
+COPY clone.sh /clone.sh
+
+
+RUN . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf \
+  && rm -rf assets data/**/*.png data/**/*.jpg data/**/*.gif
+
+RUN . /clone.sh 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 ab527a9a6d347f364e3d185ba6d714e22d80cb3c
+RUN . /clone.sh clip-interrogator https://github.com/pharmapsychotic/clip-interrogator 2cf03aaf6e704197fd0dae7c7f96aa59cf1b11c9
+RUN . /clone.sh generative-models https://github.com/Stability-AI/generative-models 45c443b316737a4ab6e40413d7794a7f5657c19f
+RUN . /clone.sh stable-diffusion-webui-assets https://github.com/AUTOMATIC1111/stable-diffusion-webui-assets.git 6f7db241d2f8ba7457bac5ca9753331f0c266917
+
+
+FROM pytorch/pytorch:2.1.2-cuda12.1-cudnn8-runtime
+
+ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1
+
+RUN --mount=type=cache,target=/var/cache/apt \
+  apt-get update && \
+  # we need those
+  apt-get install -y fonts-dejavu-core rsync git jq moreutils aria2 \
+  # extensions needs those
+  ffmpeg libglfw3-dev libgles2-mesa-dev pkg-config libcairo2 libcairo2-dev build-essential
+
+
+WORKDIR /
+RUN --mount=type=cache,target=/root/.cache/pip \
+  git clone https://github.com/lllyasviel/stable-diffusion-webui-forge.git && \
+  cd stable-diffusion-webui-forge && \
+  #git reset --hard cf2772fab0af5573da775e7437e6acdca424f26e && \
+  pip install -r requirements_versions.txt
+
+
+ENV ROOT=/stable-diffusion-webui-forge
+
+COPY --from=download /repositories/ ${ROOT}/repositories/
+RUN mkdir ${ROOT}/interrogate && cp ${ROOT}/repositories/clip-interrogator/clip_interrogator/data/* ${ROOT}/interrogate
+RUN --mount=type=cache,target=/root/.cache/pip \
+  pip install -r ${ROOT}/repositories/CodeFormer/requirements.txt
+
+RUN --mount=type=cache,target=/root/.cache/pip \
+  pip install pyngrok xformers==0.0.23.post1 \
+  git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
+  git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
+  git+https://github.com/mlfoundations/open_clip.git@v2.20.0
+
+# there seems to be a memory leak (or maybe just memory not being freed fast enough) that is fixed by this version of malloc
+# maybe move this up to the dependencies list.
+RUN apt-get -y install libgoogle-perftools-dev && apt-get clean
+ENV LD_PRELOAD=libtcmalloc.so
+
+COPY . /docker
+
+RUN \
+  # mv ${ROOT}/style.css ${ROOT}/user.css && \
+  # one of the ugliest hacks I ever wrote \
+  sed -i 's/in_app_dir = .*/in_app_dir = True/g' /opt/conda/lib/python3.10/site-packages/gradio/routes.py && \
+  git config --global --add safe.directory '*'
+
+WORKDIR ${ROOT}
+ENV NVIDIA_VISIBLE_DEVICES=all
+ENV CLI_ARGS=""
+EXPOSE 7860
+ENTRYPOINT ["/docker/entrypoint.sh"]
+CMD python -u webui.py --listen --port 7860 ${CLI_ARGS}

services/forge/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/forge/config.py

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

services/forge/entrypoint.sh

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

services/invoke/Dockerfile

@@ -3,7 +3,7 @@ RUN apk add --no-cache aria2
 RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/6.0.0/xformers-0.0.21.dev544-cp310-cp310-manylinux2014_x86_64-pytorch201.whl'
 
 
-FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
+FROM pytorch/pytorch:2.3.0-cuda12.1-cudnn8-runtime
 
 ENV DEBIAN_FRONTEND=noninteractive PIP_EXISTS_ACTION=w PIP_PREFER_BINARY=1
 
@@ -48,6 +48,6 @@ 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 --embedding_directory /data/embeddings/ --lora_directory /data/Lora \
+  --outdir /output/invoke --embedding_directory /data/embeddings/ --lora_directory /data/models/Lora \
   --no-nsfw_checker --no-safety_checker ${CLI_ARGS}
 

services/invoke/entrypoint.sh

@@ -13,10 +13,10 @@ MOUNTS["/root/.cache"]=/data/.cache/
 rm -rf ${HF_HOME}/diffusers
 
 # ui specific
-MOUNTS["${ROOT}/models/codeformer"]=/data/Codeformer/
+MOUNTS["${ROOT}/models/codeformer"]=/data/models/Codeformer/
-MOUNTS["${ROOT}/models/gfpgan/GFPGANv1.4.pth"]=/data/GFPGAN/GFPGANv1.4.pth
+MOUNTS["${ROOT}/models/gfpgan/GFPGANv1.4.pth"]=/data/models/GFPGAN/GFPGANv1.4.pth
-MOUNTS["${ROOT}/models/gfpgan/weights"]=/data/GFPGAN/
+MOUNTS["${ROOT}/models/gfpgan/weights"]=/data/models/GFPGAN/
-MOUNTS["${ROOT}/models/realesrgan"]=/data/RealESRGAN/
+MOUNTS["${ROOT}/models/realesrgan"]=/data/models/RealESRGAN/
 
 MOUNTS["${ROOT}/models/ldm"]=/data/.cache/invoke/ldm/