diff --git a/.gitignore b/.gitignore
index f64b472..2a011a1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,6 @@
 /.devcontainer
 /docker-compose.override.yml
+
+# VSCode specific
+*.code-workspace
+/.vscode
diff --git a/data/.gitignore b/data/.gitignore
index 5194313..9649426 100644
--- a/data/.gitignore
+++ b/data/.gitignore
@@ -22,3 +22,5 @@
 /Lora
 /ControlNet
 /openpose
+/ModelScope
+/LyCORIS
diff --git a/docker-compose.yml b/docker-compose.yml
index fd89410..711cee8 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -28,7 +28,7 @@ services:
     <<: *base_service
     profiles: ["auto"]
     build: ./services/AUTOMATIC1111
-    image: sd-auto:51
+    image: sd-auto:55
     environment:
       - CLI_ARGS=--allow-code --medvram --xformers --enable-insecure-extension-access --api
 
@@ -39,14 +39,21 @@ services:
     environment:
       - CLI_ARGS=--no-half --precision full --allow-code --enable-insecure-extension-access --api
 
-  invoke:
+  invoke: &invoke
     <<: *base_service
     profiles: ["invoke"]
     build: ./services/invoke/
-    image: sd-invoke:27
+    image: sd-invoke:28
     environment:
       - PRELOAD=true
-      - CLI_ARGS=--no-nsfw_checker --no-safety_checker --xformers
+      - CLI_ARGS=--xformers
+
+  # invoke-cpu:
+  #   <<: *invoke
+  #   profiles: ["invoke-cpu"]
+  #   environment:
+  #     - PRELOAD=true
+  #     - CLI_ARGS=--always_use_cpu
 
   sygil: &sygil
     <<: *base_service
diff --git a/services/AUTOMATIC1111/Dockerfile b/services/AUTOMATIC1111/Dockerfile
index a610d0c..580dea1 100644
--- a/services/AUTOMATIC1111/Dockerfile
+++ b/services/AUTOMATIC1111/Dockerfile
@@ -18,16 +18,20 @@ RUN . /clone.sh clip-interrogator https://github.com/pharmapsychotic/clip-interr
 
 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'
+RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/5.0.3/xformers-0.0.20.dev528-cp310-cp310-manylinux2014_x86_64-pytorch2.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+cu117 torchvision --extra-index-url https://download.pytorch.org/whl/cu117
+RUN apt-get update && apt install fonts-dejavu-core rsync git jq moreutils aria2 -y && apt-get clean
+
+RUN --mount=type=cache,target=/cache --mount=type=cache,target=/root/.cache/pip \
+  aria2c -x 5 --dir /cache --out torch-2.0.0-cp310-cp310-linux_x86_64.whl -c \
+  https://download.pytorch.org/whl/cu118/torch-2.0.0%2Bcu118-cp310-cp310-linux_x86_64.whl && \
+  pip install /cache/torch-2.0.0-cp310-cp310-linux_x86_64.whl torchvision --index-url https://download.pytorch.org/whl/cu118
 
-RUN apt-get update && apt install fonts-dejavu-core rsync git jq moreutils -y && apt-get clean
 
 
 RUN --mount=type=cache,target=/root/.cache/pip \
@@ -37,8 +41,8 @@ RUN --mount=type=cache,target=/root/.cache/pip \
   pip install -r requirements_versions.txt
 
 RUN --mount=type=cache,target=/root/.cache/pip  \
-  --mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.15-cp310-cp310-linux_x86_64.whl \
-  pip install triton /xformers-0.0.15-cp310-cp310-linux_x86_64.whl
+  --mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.20.dev528-cp310-cp310-manylinux2014_x86_64.whl \
+  pip install /xformers-0.0.20.dev528-cp310-cp310-manylinux2014_x86_64.whl
 
 ENV ROOT=/stable-diffusion-webui
 
@@ -61,7 +65,7 @@ RUN --mount=type=cache,target=/root/.cache/pip \
 RUN apt-get -y install libgoogle-perftools-dev && apt-get clean
 ENV LD_PRELOAD=libtcmalloc.so
 
-ARG SHA=a9fed7c364061ae6efb37f797b6b522cb3cf7aa2
+ARG SHA=5ab7f213bec2f816f9c5644becb32eb72c8ffb89
 RUN --mount=type=cache,target=/root/.cache/pip \
   cd stable-diffusion-webui && \
   git fetch && \
@@ -76,7 +80,8 @@ 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
+  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 ${ROOT}
 ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
diff --git a/services/AUTOMATIC1111/config.json b/services/AUTOMATIC1111/config.json
deleted file mode 100644
index 7fff2b7..0000000
--- a/services/AUTOMATIC1111/config.json
+++ /dev/null
@@ -1,10 +0,0 @@
-{
-  "outdir_samples": "",
-  "outdir_txt2img_samples": "/output/txt2img",
-  "outdir_img2img_samples": "/output/img2img",
-  "outdir_extras_samples": "/output/extras",
-  "outdir_txt2img_grids": "/output/txt2img-grids",
-  "outdir_img2img_grids": "/output/img2img-grids",
-  "outdir_save": "/output/saved",
-  "font": "DejaVuSans.ttf"
-}
diff --git a/services/AUTOMATIC1111/config.py b/services/AUTOMATIC1111/config.py
new file mode 100644
index 0000000..b8d699e
--- /dev/null
+++ b/services/AUTOMATIC1111/config.py
@@ -0,0 +1,78 @@
+#!/usr/bin/env python3
+
+"""Checks and sets default values for config.json before starting the container."""
+
+import json
+import re
+import os.path
+import sys
+
+DEFAULT_FILEPATH = '/data/config/auto/config.json'
+
+DEFAULT_OUTDIRS = {
+  "outdir_samples": "",
+  "outdir_txt2img_samples": "/output/txt2img",
+  "outdir_img2img_samples": "/output/img2img",
+  "outdir_extras_samples": "/output/extras",
+  "outdir_grids": "",
+  "outdir_txt2img_grids": "/output/txt2img-grids",
+  "outdir_img2img_grids": "/output/img2img-grids",
+  "outdir_save": "/output/saved",
+  "outdir_init_images": "/output/init-images",
+}
+RE_VALID_OUTDIR = re.compile(r"(^/output(/\.?[\w\-\_]+)+/?$)|(^\s?$)")
+
+DEFAULT_OTHER = {
+  "font": "DejaVuSans.ttf",
+}
+
+def dict_to_json_file(target_file: str, data: dict):
+  """Write dictionary to specified json file"""
+
+  with open(target_file, 'w') as f:
+    json.dump(data, f)
+
+def json_file_to_dict(config_file: str) -> dict|None:
+   """Load json file into a dictionary. Return None if file does not exist."""
+
+   if os.path.isfile(config_file):
+    with open(config_file, 'r') as f:
+      return json.load(f)
+   else:
+      return None
+
+def replace_if_invalid(value: str, replacement: str, pattern: str|re.Pattern[str]) -> str:
+  """Returns original value if valid, fallback value if invalid"""
+
+  if re.match(pattern, value):
+    return value
+  else:
+    return replacement
+
+def check_and_replace_config(config_file: str, target_file: str = None):
+  """Checks given file for invalid values. Replaces those with fallback values (default: overwrites file)."""
+
+  # Get current user config, or empty if file does not exists
+  data = json_file_to_dict(config_file) or {}
+
+  # Check and fix output directories
+  for k, def_val in DEFAULT_OUTDIRS.items():
+    if k not in data:
+      data[k] = def_val
+    else:
+      data[k] = replace_if_invalid(value=data[k], replacement=def_val, pattern=RE_VALID_OUTDIR)
+
+  # Check and fix other default settings
+  for k, def_val in DEFAULT_OTHER.items():
+    if k not in data:
+      data[k] = def_val
+
+  # Write results to file
+  dict_to_json_file(target_file or config_file, data)
+
+if __name__ == '__main__':
+  if len(sys.argv) > 1:
+    check_and_replace_config(*sys.argv[1:])
+  else:
+    check_and_replace_config(DEFAULT_FILEPATH)
+
diff --git a/services/AUTOMATIC1111/entrypoint.sh b/services/AUTOMATIC1111/entrypoint.sh
index c6df995..54e709c 100755
--- a/services/AUTOMATIC1111/entrypoint.sh
+++ b/services/AUTOMATIC1111/entrypoint.sh
@@ -8,13 +8,17 @@ mkdir -p /data/config/auto/scripts/
 find "${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
+# Set up config file
+python /docker/config.py /data/config/auto/config.json
 
 if [ ! -f /data/config/auto/ui-config.json ]; then
   echo '{}' >/data/config/auto/ui-config.json
 fi
 
+if [ ! -f /data/config/auto/styles.csv ]; then
+  touch /data/config/auto/styles.csv
+fi
+
 declare -A MOUNTS
 
 MOUNTS["/root/.cache"]="/data/.cache"
@@ -35,12 +39,15 @@ 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
diff --git a/services/download/download.sh b/services/download/download.sh
index 54176d0..91e39d9 100755
--- a/services/download/download.sh
+++ b/services/download/download.sh
@@ -3,7 +3,7 @@
 set -Eeuo pipefail
 
 # TODO: maybe just use the .gitignore file to create all of these
-mkdir -vp /data/.cache /data/StableDiffusion /data/Codeformer /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
+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
 
 echo "Downloading, this might take a while..."
 
diff --git a/services/invoke/Dockerfile b/services/invoke/Dockerfile
index 514d525..5568ac0 100644
--- a/services/invoke/Dockerfile
+++ b/services/invoke/Dockerfile
@@ -1,6 +1,6 @@
 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'
+RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/5.0.3/xformers-0.0.20.dev528-cp310-cp310-manylinux2014_x86_64-pytorch1.13.whl'
 
 
 
@@ -22,27 +22,26 @@ RUN --mount=type=cache,target=/var/cache/apt \
   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 .
+  pip install -e .
 
 
-ARG BRANCH=main SHA=50eb02f68be912276a9c106d5e8038a5671a0386
+ARG BRANCH=main SHA=d73f1c363c3f2fe00f14ed34e276b4366b32a886
 RUN --mount=type=cache,target=/root/.cache/pip \
   git fetch && \
   git reset --hard && \
   git checkout ${BRANCH} && \
   git reset --hard ${SHA} && \
-  pip install -U .
+  pip install -U -e .
 
 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 && \
+  --mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.20-cp310-cp310-linux_x86_64.whl \
+  pip install -U opencv-python-headless triton /xformers-0.0.20-cp310-cp310-linux_x86_64.whl && \
   python3 -c "from patchmatch import patch_match"
 
 
@@ -54,5 +53,7 @@ ENV PYTHONUNBUFFERED=1 PRELOAD=false HF_HOME=/root/.cache/huggingface CONFIG_DIR
 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
+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 \
+  --no-nsfw_checker --no-safety_checker ${CLI_ARGS}
+
diff --git a/services/invoke/entrypoint.sh b/services/invoke/entrypoint.sh
index 3594c85..b137c45 100755
--- a/services/invoke/entrypoint.sh
+++ b/services/invoke/entrypoint.sh
@@ -4,7 +4,7 @@ set -Eeuo pipefail
 
 declare -A MOUNTS
 
-mkdir -p ${CONFIG_DIR}
+mkdir -p ${CONFIG_DIR} ${ROOT}/configs/stable-diffusion/
 
 # cache
 MOUNTS["/root/.cache"]=/data/.cache/
@@ -20,8 +20,6 @@ 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