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1
.github/workflows/docker.yml
vendored
1
.github/workflows/docker.yml
vendored
@ -14,7 +14,6 @@ jobs:
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matrix:
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profile:
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- auto
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- invoke
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- comfy
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- download
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runs-on: ubuntu-latest
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@ -18,14 +18,6 @@ This repository provides multiple UIs for you to play around with stable diffusi
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| ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |
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| ![](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) |
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### [InvokeAI](https://github.com/invoke-ai/InvokeAI)
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[Full feature list here](https://github.com/invoke-ai/InvokeAI#features), Screenshots:
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| Text to image | Image to image | Extras |
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| ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |
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| ![](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) |
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### [ComfyUI](https://github.com/comfyanonymous/ComfyUI)
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[Full feature list here](https://github.com/comfyanonymous/ComfyUI#features), Screenshot:
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@ -31,6 +31,19 @@ services:
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environment:
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- CLI_ARGS=--allow-code --medvram --xformers --enable-insecure-extension-access --api
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auto-rocm:
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<<: *base_service
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profiles: ["auto-rocm"]
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build:
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context: ./services/AUTOMATIC1111
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dockerfile: Dockerfile.rocm
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devices:
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- "/dev/kfd"
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- "/dev/dri"
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deploy: {}
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environment:
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- CLI_ARGS=--allow-code --medvram --enable-insecure-extension-access --api
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auto-cpu:
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<<: *automatic
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profiles: ["auto-cpu"]
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@ -38,22 +51,6 @@ services:
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environment:
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- CLI_ARGS=--no-half --precision full --allow-code --enable-insecure-extension-access --api
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invoke: &invoke
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<<: *base_service
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profiles: ["invoke"]
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build: ./services/invoke/
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image: sd-invoke:31
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environment:
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- PRELOAD=true
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- CLI_ARGS=--xformers
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# invoke-cpu:
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# <<: *invoke
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# profiles: ["invoke-cpu"]
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# environment:
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# - PRELOAD=true
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# - CLI_ARGS=--always_use_cpu
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comfy: &comfy
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<<: *base_service
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profiles: ["comfy"]
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70
services/AUTOMATIC1111/Dockerfile.rocm
Normal file
70
services/AUTOMATIC1111/Dockerfile.rocm
Normal file
@ -0,0 +1,70 @@
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FROM alpine/git:2.36.2 as download
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COPY clone.sh /clone.sh
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RUN . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf \
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&& rm -rf assets data/**/*.png data/**/*.jpg data/**/*.gif
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RUN . /clone.sh CodeFormer https://github.com/sczhou/CodeFormer.git c5b4593074ba6214284d6acd5f1719b6c5d739af \
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&& rm -rf assets inputs
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RUN . /clone.sh BLIP https://github.com/salesforce/BLIP.git 48211a1594f1321b00f14c9f7a5b4813144b2fb9
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RUN . /clone.sh k-diffusion https://github.com/crowsonkb/k-diffusion.git ab527a9a6d347f364e3d185ba6d714e22d80cb3c
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RUN . /clone.sh clip-interrogator https://github.com/pharmapsychotic/clip-interrogator 2cf03aaf6e704197fd0dae7c7f96aa59cf1b11c9
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RUN . /clone.sh generative-models https://github.com/Stability-AI/generative-models 45c443b316737a4ab6e40413d7794a7f5657c19f
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FROM rocm/pytorch:rocm6.0.2_ubuntu22.04_py3.10_pytorch_2.1.2
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ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1
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RUN --mount=type=cache,target=/var/cache/apt \
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apt-get update && \
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# we need those
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apt-get install -y fonts-dejavu-core rsync git jq moreutils aria2 \
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# extensions needs those
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ffmpeg libglfw3-dev libgles2-mesa-dev pkg-config libcairo2 libcairo2-dev build-essential
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RUN python -m pip install --upgrade pip wheel
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WORKDIR /
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RUN --mount=type=cache,target=/root/.cache/pip \
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git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git && \
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cd stable-diffusion-webui && \
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git reset --hard cf2772fab0af5573da775e7437e6acdca424f26e && \
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pip install -r requirements_versions.txt
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ENV ROOT=/stable-diffusion-webui
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COPY --from=download /repositories/ ${ROOT}/repositories/
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RUN mkdir ${ROOT}/interrogate && cp ${ROOT}/repositories/clip-interrogator/clip_interrogator/data/* ${ROOT}/interrogate
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RUN --mount=type=cache,target=/root/.cache/pip \
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pip install -r ${ROOT}/repositories/CodeFormer/requirements.txt
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RUN --mount=type=cache,target=/root/.cache/pip \
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pip install pyngrok xformers==0.0.23.post1 \
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git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
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git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
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git+https://github.com/mlfoundations/open_clip.git@v2.20.0
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# there seems to be a memory leak (or maybe just memory not being freed fast enough) that is fixed by this version of malloc
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# maybe move this up to the dependencies list.
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RUN apt-get -y install libgoogle-perftools-dev && apt-get clean
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ENV LD_PRELOAD=libtcmalloc.so
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COPY . /docker
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RUN \
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# mv ${ROOT}/style.css ${ROOT}/user.css && \
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# one of the ugliest hacks I ever wrote \
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sed -i 's/in_app_dir = .*/in_app_dir = True/g' /opt/conda/envs/py_3.10/lib/python3.10/site-packages/gradio/routes.py && \
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git config --global --add safe.directory '*'
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WORKDIR ${ROOT}
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ENV CLI_ARGS=""
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EXPOSE 7860
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ENTRYPOINT ["/docker/entrypoint.sh"]
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CMD python -u webui.py --listen --port 7860 ${CLI_ARGS}
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@ -1,53 +0,0 @@
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FROM alpine:3.17 as xformers
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RUN apk add --no-cache aria2
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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'
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FROM pytorch/pytorch:2.3.0-cuda12.1-cudnn8-runtime
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ENV DEBIAN_FRONTEND=noninteractive PIP_EXISTS_ACTION=w PIP_PREFER_BINARY=1
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# patch match:
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# https://github.com/invoke-ai/InvokeAI/blob/main/docs/installation/INSTALL_PATCHMATCH.md
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RUN --mount=type=cache,target=/var/cache/apt \
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apt-get update && \
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apt-get install make g++ git libopencv-dev -y && \
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apt-get clean && \
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cd /usr/lib/x86_64-linux-gnu/pkgconfig/ && \
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ln -sf opencv4.pc opencv.pc
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ENV ROOT=/InvokeAI
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RUN git clone https://github.com/invoke-ai/InvokeAI.git ${ROOT}
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WORKDIR ${ROOT}
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RUN --mount=type=cache,target=/root/.cache/pip \
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git reset --hard f3b2e02921927d9317255b1c3811f47bd40a2bf9 && \
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pip install -e .
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ARG BRANCH=main SHA=f3b2e02921927d9317255b1c3811f47bd40a2bf9
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RUN --mount=type=cache,target=/root/.cache/pip \
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git fetch && \
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git reset --hard && \
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git checkout ${BRANCH} && \
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git reset --hard ${SHA} && \
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pip install -U -e .
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RUN --mount=type=cache,target=/root/.cache/pip \
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--mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.21-cp310-cp310-linux_x86_64.whl \
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pip install -U opencv-python-headless triton /xformers-0.0.21-cp310-cp310-linux_x86_64.whl && \
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python3 -c "from patchmatch import patch_match"
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COPY . /docker/
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ENV NVIDIA_VISIBLE_DEVICES=all
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ENV PYTHONUNBUFFERED=1 PRELOAD=false HF_HOME=/root/.cache/huggingface CONFIG_DIR=/data/config/invoke CLI_ARGS=""
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EXPOSE 7860
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ENTRYPOINT ["/docker/entrypoint.sh"]
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CMD invokeai --web --host 0.0.0.0 --port 7860 --root_dir ${ROOT} --config ${CONFIG_DIR}/models.yaml \
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--outdir /output/invoke --embedding_directory /data/embeddings/ --lora_directory /data/models/Lora \
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--no-nsfw_checker --no-safety_checker ${CLI_ARGS}
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@ -1,45 +0,0 @@
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#!/bin/bash
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set -Eeuo pipefail
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declare -A MOUNTS
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mkdir -p ${CONFIG_DIR} ${ROOT}/configs/stable-diffusion/
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# cache
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MOUNTS["/root/.cache"]=/data/.cache/
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# this is really just a hack to avoid migrations
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rm -rf ${HF_HOME}/diffusers
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# ui specific
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MOUNTS["${ROOT}/models/codeformer"]=/data/models/Codeformer/
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MOUNTS["${ROOT}/models/gfpgan/GFPGANv1.4.pth"]=/data/models/GFPGAN/GFPGANv1.4.pth
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MOUNTS["${ROOT}/models/gfpgan/weights"]=/data/models/GFPGAN/
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MOUNTS["${ROOT}/models/realesrgan"]=/data/models/RealESRGAN/
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MOUNTS["${ROOT}/models/ldm"]=/data/.cache/invoke/ldm/
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# hacks
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for to_path in "${!MOUNTS[@]}"; do
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set -Eeuo pipefail
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from_path="${MOUNTS[${to_path}]}"
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rm -rf "${to_path}"
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mkdir -p "$(dirname "${to_path}")"
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# ends with slash, make it!
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if [[ "$from_path" == */ ]]; then
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mkdir -vp "$from_path"
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fi
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ln -sT "${from_path}" "${to_path}"
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echo Mounted $(basename "${from_path}")
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done
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if "${PRELOAD}" == "true"; then
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set -Eeuo pipefail
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invokeai-configure --root ${ROOT} --yes
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cp ${ROOT}/configs/models.yaml ${CONFIG_DIR}/models.yaml
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fi
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exec "$@"
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