Major refactor (#49)

* update folders * Update CI * Update CI * Unify base docker images * Remove dead config * Update permissions * Remove CPU Hack * Update hlky * Add Download Service * Adapt services * executable * remove buggy parameter * rename to SHA * Update README
2022-09-11 20:18:50 +02:00 · 2022-09-11 20:18:50 +02:00 · ab651fe0d7
commit ab651fe0d7
parent f76f8d4671
21 changed files with 164 additions and 164 deletions
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@ -1,24 +1,14 @@
-name: Build Image
+name: Build Images

 on: [push]

-# TODO: how to cache intermediate images?
 jobs:
-  build_hlky:
+  build_all:
    runs-on: ubuntu-latest
-    name: hlky
+    name: All
    steps:
      - uses: actions/checkout@v3
-      - run: docker compose build --progress plain
-  build_AUTOMATIC1111:
-    runs-on: ubuntu-latest
-    name: AUTOMATIC1111
-    steps:
-      - uses: actions/checkout@v3
-      - run: cd AUTOMATIC1111 && docker compose build --progress plain
-  build_lstein:
-    runs-on: ubuntu-latest
-    name: lstein
-    steps:
-      - uses: actions/checkout@v3
-      - run: cd lstein && docker compose build --progress plain
+      # better caching?
+      - run: docker compose --profile auto build --progress plain
+      - run: docker compose --profile hlky build --progress plain
+      - run: docker compose --profile lstein build --progress plain
--- a/AUTOMATIC1111/docker-compose.yml
+++ b/AUTOMATIC1111/docker-compose.yml
@ -1,21 +0,0 @@
-version: '3.9'
-
-services:
-  model:
-    build: .
-    ports:
-      - "7860:7860"
-    volumes:
-      - ../cache:/cache
-      - ../output:/output
-      - ../models:/models
-      - ./config.json:/docker/config.json
-    environment:
-      - CLI_ARGS=--medvram --opt-split-attention
-    deploy:
-      resources:
-        reservations:
-          devices:
-              - driver: nvidia
-                device_ids: ['0']
-                capabilities: [gpu]
--- a/README.md
+++ b/README.md
@ -2,84 +2,58 @@

 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 a docker image for easy setup and deployment.
-
-Now with experimental support for 2 other forks:
-
- [AUTOMATIC1111](./AUTOMATIC1111/) (Stable, very few bugs!)
- [lstein](./lstein/)
-
-NOTE: big update coming up!
+This repository provides multiple UIs for you to play around with stable diffusion:

 ## Features

- Interactive UI with many features, and more on the way!
- Support for 6GB GPU cards.
- GFPGAN for face reconstruction, RealESRGAN for super-sampling.
- Experimental:
-  - Latent Diffusion Super Resolution
-  - GoBig
-  - GoLatent
- many more!
+### AUTOMATIC1111

-## Setup
+[AUTOMATIC1111's fork](https://github.com/AUTOMATIC1111/stable-diffusion-webui) is imho the most feature rich yet elegant UI:

-Make sure you have an **up to date** version of docker installed. Download this repo and run:
+- Text to image, with many samplers and even negative prompts!
+- Image to image, with masking, cropping, in-painting, out-painting, variations.
+- GFPGAN, RealESRGAN, LDSR, CodeFormer.
+- Loopback, prompt weighting, prompt matrix, X/Y plot
+- Live preview of the generated images.
+- Highly optimized 4GB GPU support, or even CPU only!
+- [Full feature list here](https://github.com/AUTOMATIC1111/stable-diffusion-webui-feature-showcase)

-```
-docker compose build
-```
+| Text to image                                                                                              | Image to image                                                                                             | Extras                                                                                                     |
+| ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |
+| ![](https://user-images.githubusercontent.com/24505302/189541954-46afd772-d0c8-4005-874c-e2eca40c02f2.jpg) | ![](https://user-images.githubusercontent.com/24505302/189541956-5b528de7-1b5d-479f-a1db-d3f5a53afc59.jpg) | ![](https://user-images.githubusercontent.com/24505302/189541957-cf78b352-a071-486d-8889-f26952779a61.jpg) |

-you can let it build in the background while you download the different models
+### hlky

- [Stable Diffusion v1.4 (4GB)](https://www.googleapis.com/storage/v1/b/aai-blog-files/o/sd-v1-4.ckpt?alt=media), rename to `model.ckpt`
- (Optional) [GFPGANv1.3.pth (333MB)](https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth).
- (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).
- (Optional) [LDSR (2GB)](https://heibox.uni-heidelberg.de/f/578df07c8fc04ffbadf3/?dl=1) and [its configuration](https://heibox.uni-heidelberg.de/f/31a76b13ea27482981b4/?dl=1), rename to `LDSR.ckpt` and `LDSR.yaml` respectively.
-<!-- - (Optional) [RealESRGAN_x2plus.pth (64MB)](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.1/RealESRGAN_x2plus.pth)
- TODO: (I still need to find the RealESRGAN_x2plus_6b.pth) -->
+[hlky's fork](https://github.com/hlky/stable-diffusion-webui) is one of the most popular UIs, with many features:

-Put all of the downloaded files in the `models` folder, it should look something like this:
+- 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)

-```
-models/
-├── model.ckpt
-├── GFPGANv1.3.pth
-├── RealESRGAN_x4plus.pth
-├── RealESRGAN_x4plus_anime_6B.pth
-├── LDSR.ckpt
-└── LDSR.yaml
-```
+Screenshots:

-## Run
+| Text to image                                                                                              | Image to image                                                                                             | Image Lab                                                                                                  |
+| ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |
+| ![](https://user-images.githubusercontent.com/24505302/189541298-f902b021-a1eb-4e4b-b2eb-b6a696a8ec80.jpg) | ![](https://user-images.githubusercontent.com/24505302/189541295-7d7f2162-2189-4e0a-abbd-703f4779e1cd.jpg) | ![](https://user-images.githubusercontent.com/24505302/189541294-aa7f7735-a973-4e17-ada0-1fe3acbb1772.jpg) |

-After the build is done, you can run the app with:
+### lstein

-```
-docker compose up --build
-```
+[lstein's fork](https://github.com/lstein/stable-diffusion) is very mature when it comes to the cli, but less so for the WebUI.

-Will start the app on http://localhost:7860/
+## Setup & Usage

-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.
+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!

-### FAQ
-
-You can find fixes to common issues [in the wiki page.](https://github.com/AbdBarho/stable-diffusion-webui-docker/wiki/FAQ)
-
-## Config
-
-in the `docker-compose.yml` you can change the `CLI_ARGS` variable, which contains the arguments that will be passed to the WebUI. By default: `--extra-models-cpu --optimized-turbo` are given, which allow you to use this model on a 6GB GPU. However, some features might not be available in the mode. [You can find the full list of arguments here.](https://github.com/hlky/stable-diffusion-webui/blob/2b1ac8daf7ea82c6c56eabab7e80ec1c33106a98/scripts/webui.py)
-
-You can set the `WEBUI_SHA` to [any SHA from the main repo](https://github.com/hlky/stable-diffusion/commits/main), this will build the container against that commit. Use at your own risk.
-
-# Disclaimer
+## 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:

@ -89,3 +63,4 @@ Special thanks to everyone behind these awesome projects, without them, none of
 - [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)
--- a/cache/.gitignore
+++ b/cache/.gitignore
@ -1,3 +1,4 @@
 /torch
 /transformers
-/weights
+/weights
+/models
--- a/docker-compose.yml
+++ b/docker-compose.yml
@ -1,22 +1,11 @@
 version: '3.9'

-services:
-  model:
-    build:
-      context: ./hlky/
-      args:
-        # You can choose any commit sha from https://github.com/hlky/stable-diffusion/commits/main
-        # USE AT YOUR OWN RISK! otherwise just leave it empty.
-        BRANCH:
-        WEBUI_SHA:
+x-base_service: &base_service
    ports:
      - "7860:7860"
    volumes:
-      - ./cache:/cache
-      - ./output:/output
-      - ./models:/models
-    environment:
-      - CLI_ARGS=--extra-models-cpu --optimized-turbo
+      - &v1 ./cache:/cache
+      - &v2 ./output:/output
    deploy:
      resources:
        reservations:
@ -24,3 +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
+
+  automatic1111: &automatic
+    <<: *base_service
+    profiles: ["auto"]
+    build: ./services/AUTOMATIC1111
+    volumes:
+      - *v1
+      - *v2
+      - ./services/AUTOMATIC1111/config.json:/docker/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/
--- a/lstein/docker-compose.yml
+++ b/lstein/docker-compose.yml
@ -1,20 +0,0 @@
-version: '3.9'
-
-services:
-  model:
-    build: .
-    ports:
-      - "7860:7860"
-    volumes:
-      - ../cache:/cache
-      - ../output:/output
-      - ../models:/models
-    environment:
-      - CLI_ARGS=
-    deploy:
-      resources:
-        reservations:
-          devices:
-              - driver: nvidia
-                device_ids: ['0']
-                capabilities: [gpu]
--- a/models/.gitignore
+++ b/models/.gitignore
@ -1,7 +0,0 @@
-/model.ckpt
-/GFPGANv1.3.pth
-/RealESRGAN_x2plus.pth
-/RealESRGAN_x4plus.pth
-/RealESRGAN_x4plus_anime_6B.pth
-/LDSR.ckpt
-/LDSR.yaml
--- a/scripts/chmod.sh
+++ b/scripts/chmod.sh
@ -0,0 +1,5 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+find . -name "*.sh" -exec git update-index --chmod=+x {} \;
--- a/services/AUTOMATIC1111/Dockerfile
+++ b/services/AUTOMATIC1111/Dockerfile
@ -40,10 +40,10 @@ RUN pip install --prefer-binary --no-cache-dir -r ${ROOT}/repositories/CodeForme

 # 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=06fadd2dc5c2753558a9f3971568c2673819f48c
+ARG SHA=b5d1af11b7dc718d4d91d379c75e46f4bd2e2fe6
 RUN <<EOF
 cd stable-diffusion-webui
-git pull
+git pull --rebase
 git reset --hard ${SHA}
 pip install --prefer-binary --no-cache-dir -r requirements.txt
 EOF
@ -55,6 +55,7 @@ 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
--- a/services/AUTOMATIC1111/README.md
+++ b/services/AUTOMATIC1111/README.md
--- a/services/AUTOMATIC1111/config.json
+++ b/services/AUTOMATIC1111/config.json
@ -1 +1 @@
-{"outdir_samples": "/output", "outdir_txt2img_samples": "/output/txt2img-images", "outdir_img2img_samples": "/output/img2img-images", "outdir_extras_samples": "/output/extras-images", "outdir_txt2img_grids": "/output/txt2img-grids", "outdir_img2img_grids": "/output/img2img-grids", "outdir_save": "/output/saved", "__WARNING__": "DON'T CHANGE ANYTHING BEFORE THIS", "outdir_grids": "", "save_to_dirs": false, "save_to_dirs_prompt_len": 10, "samples_save": true, "samples_format": "png", "grid_save": true, "return_grid": true, "grid_format": "png", "grid_extended_filename": false, "grid_only_if_multiple": true, "n_rows": -1, "jpeg_quality": 80, "export_for_4chan": true, "enable_pnginfo": true, "font": "DejaVuSans.ttf", "enable_emphasis": true, "save_txt": false, "ESRGAN_tile": 192, "ESRGAN_tile_overlap": 8, "random_artist_categories": [], "upscale_at_full_resolution_padding": 16, "show_progressbar": true, "show_progress_every_n_steps": 0, "multiple_tqdm": true, "face_restoration_model": "CodeFormer", "code_former_weight": 0.5}
+{"outdir_samples": "/output", "outdir_txt2img_samples": "/output/txt2img-images", "outdir_img2img_samples": "/output/img2img-images", "outdir_extras_samples": "/output/extras-images", "outdir_txt2img_grids": "/output/txt2img-grids", "outdir_img2img_grids": "/output/img2img-grids", "outdir_save": "/output/saved", "__WARNING__": "DON'T CHANGE ANYTHING BEFORE THIS", "outdir_grids": "", "save_to_dirs": false, "save_to_dirs_prompt_len": 10, "samples_save": true, "samples_format": "png", "grid_save": true, "return_grid": true, "grid_format": "png", "grid_extended_filename": false, "grid_only_if_multiple": true, "n_rows": -1, "jpeg_quality": 80, "export_for_4chan": true, "enable_pnginfo": true, "font": "DejaVuSans.ttf", "enable_emphasis": true, "save_txt": false, "ESRGAN_tile": 192, "ESRGAN_tile_overlap": 8, "random_artist_categories": [], "upscale_at_full_resolution_padding": 16, "show_progressbar": true, "show_progress_every_n_steps": 5, "multiple_tqdm": true, "face_restoration_model": "CodeFormer", "code_former_weight": 0.5, "grid_save_to_dirs": false}
--- a/services/AUTOMATIC1111/info.py
+++ b/services/AUTOMATIC1111/info.py
--- a/services/AUTOMATIC1111/mount.sh
+++ b/services/AUTOMATIC1111/mount.sh
@ -7,10 +7,12 @@ 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 "${path}")
-  from_path="/models/${name}"
+  from_path="${MODELS_DIR}/${name}"
  if test -f "${from_path}"; then
    mkdir -p "${base}" && ln -sf "${from_path}" "${path}" && echo "Mounted ${name}"
  else
@ -20,7 +22,7 @@ done

 # force realesrgan cache
 rm -rf /opt/conda/lib/python3.8/site-packages/realesrgan/weights
-ln -s -T /models /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/ ${WORKDIR}/gfpgan/
--- a/services/download/Dockerfile
+++ b/services/download/Dockerfile
@ -0,0 +1,6 @@
+FROM bash:alpine3.15
+
+RUN apk add parallel
+COPY . /docker
+RUN chmod +x /docker/download.sh
+ENTRYPOINT ["/docker/download.sh"]
--- a/services/download/checksums.sha256
+++ b/services/download/checksums.sha256
@ -0,0 +1,6 @@
+fe4efff1e174c627256e44ec2991ba279b3816e364b49f9be2abc0b3ff3f8556  /cache/models/model.ckpt
+c953a88f2727c85c3d9ae72e2bd4846bbaf59fe6972ad94130e23e7017524a70  /cache/models/GFPGANv1.3.pth
+4fa0d38905f75ac06eb49a7951b426670021be3018265fd191d2125df9d682f1  /cache/models/RealESRGAN_x4plus.pth
+f872d837d3c90ed2e05227bed711af5671a6fd1c9f7d7e91c911a61f155e99da  /cache/models/RealESRGAN_x4plus_anime_6B.pth
+c209caecac2f97b4bb8f4d726b70ac2ac9b35904b7fc99801e1f5e61f9210c13  /cache/models/LDSR.ckpt
+9d6ad53c5dafeb07200fb712db14b813b527edd262bc80ea136777bdb41be2ba  /cache/models/LDSR.yaml
--- a/services/download/download.sh
+++ b/services/download/download.sh
@ -0,0 +1,33 @@
+#!/usr/bin/env bash
+
+set -Eeuo pipefail
+
+# [[ "$(sha256sum -b $file | head -c 64)" == "$sha" ]]
+
+declare -A MODELS
+
+MODELS['model.ckpt']='https://www.googleapis.com/storage/v1/b/aai-blog-files/o/sd-v1-4.ckpt?alt=media'
+MODELS['GFPGANv1.3.pth']='https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth'
+MODELS['RealESRGAN_x4plus.pth']='https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth'
+MODELS['RealESRGAN_x4plus_anime_6B.pth']='https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth'
+MODELS['LDSR.yaml']='https://heibox.uni-heidelberg.de/f/31a76b13ea27482981b4/?dl=1'
+MODELS['LDSR.ckpt']='https://heibox.uni-heidelberg.de/f/578df07c8fc04ffbadf3/?dl=1'
+
+echo "Downloading..."
+
+for file in "${!MODELS[@]}"; do
+  url=${MODELS[$file]}
+  full_path="/cache/models/$file"
+
+  if [[ -f "$full_path" ]]; then
+    echo "- $file exists"
+    continue
+  fi
+
+  mkdir -p $(dirname $full_path)
+  wget --tries=10 -c -O $full_path $url
+done
+
+echo "Checking SHAs..."
+
+time parallel --will-cite -a /docker/checksums.sha256 "echo -n {} | sha256sum -c"
--- a/services/hlky/Dockerfile
+++ b/services/hlky/Dockerfile
@ -4,6 +4,8 @@ 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

@ -23,30 +25,22 @@ 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=dev
-ARG WEBUI_SHA=be2ece06837e37d90181a17340c7e1aac91ba4fb
+ARG BRANCH=master
+ARG SHA=2236e8b5854092054e2c30edc559006ace53bf96
 RUN <<EOF
 cd stable-diffusion
 git fetch
 git checkout ${BRANCH}
-git reset --hard ${WEBUI_SHA}
+git reset --hard ${SHA}
 conda env update --file environment.yaml -n base
 conda clean -a -y
 EOF

-# Textual inversion
-RUN <<EOF
-git clone https://github.com/hlky/sd-enable-textual-inversion.git &&
-cd /sd-enable-textual-inversion && git reset --hard 08f9b5046552d17cf7327b30a98410222741b070 &&
-rsync -a /sd-enable-textual-inversion/ /stable-diffusion/ &&
-rm -rf /sd-enable-textual-inversion
-EOF
-
 # Latent diffusion
 RUN <<EOF
-git clone https://github.com/devilismyfriend/latent-diffusion &&
-cd /latent-diffusion &&
-git reset --hard 6d61fc03f15273a457950f2cdc10dddf53ba6809 &&
+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
@ -62,4 +56,4 @@ 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 /models/model.ckpt --ldsr-dir /latent-diffusion ${CLI_ARGS}
+CMD /docker/mount.sh && python3 -u scripts/webui.py --outdir /output --ckpt /cache/models/model.ckpt --ldsr-dir /latent-diffusion ${CLI_ARGS}
--- a/services/hlky/info.py
+++ b/services/hlky/info.py
--- a/services/hlky/mount.sh
+++ b/services/hlky/mount.sh
@ -3,16 +3,21 @@
 set -e

 declare -A MODELS
-MODELS["/stable-diffusion/src/gfpgan/experiments/pretrained_models/GFPGANv1.3.pth"]=GFPGANv1.3.pth
-MODELS["/stable-diffusion/src/realesrgan/experiments/pretrained_models/RealESRGAN_x4plus.pth"]=RealESRGAN_x4plus.pth
-MODELS["/stable-diffusion/src/realesrgan/experiments/pretrained_models/RealESRGAN_x4plus_anime_6B.pth"]=RealESRGAN_x4plus_anime_6B.pth
+
+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 "${path}")
-  from_path="/models/${name}"
+  from_path="${MODELS_DIR}/${name}"
  if test -f "${from_path}"; then
    mkdir -p "${base}" && ln -sf "${from_path}" "${path}" && echo "Mounted ${name}"
  else
@ -21,8 +26,8 @@ for path in "${!MODELS[@]}"; do
 done

 # hack for latent-diffusion
-if test -f /models/LDSR.yaml; then
-  sed 's/ldm\./ldm_latent\./g' /models/LDSR.yaml >/latent-diffusion/experiments/pretrained_models/project.yaml
+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
--- a/services/lstein/Dockerfile
+++ b/services/lstein/Dockerfile
@ -4,6 +4,8 @@ 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

@ -25,5 +27,5 @@ WORKDIR /stable-diffusion
 EXPOSE 7860
 # run, -u to not buffer stdout / stderr
 CMD mkdir -p /stable-diffusion/models/ldm/stable-diffusion-v1/ && \
-  ln -sf /models/model.ckpt /stable-diffusion/models/ldm/stable-diffusion-v1/model.ckpt && \
+  ln -sf /cache/models/model.ckpt /stable-diffusion/models/ldm/stable-diffusion-v1/model.ckpt && \
  python3 -u scripts/dream.py --outdir /output --web --host 0.0.0.0 --port 7860 ${CLI_ARGS}
--- a/services/lstein/README.md
+++ b/services/lstein/README.md