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Last active July 28, 2024 18:29
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Provision script for https://github.com/ai-dock/stable-diffusion-webui/tree/main witrh AnimDiff, AAM and Banano Chan Lora
#!/bin/bash
# This file will be sourced in init.sh
# Namespace functions with provisioning_
# https://raw.githubusercontent.com/ai-dock/stable-diffusion-webui/main/config/provisioning/default.sh
### Edit the following arrays to suit your workflow - values must be quoted and separated by newlines or spaces.
DISK_GB_REQUIRED=30
PIP_PACKAGES=(
)
EXTENSIONS=(
"https://github.com/Mikubill/sd-webui-controlnet"
#"https://github.com/d8ahazard/sd_dreambooth_extension"
"https://github.com/deforum-art/sd-webui-deforum"
"https://github.com/adieyal/sd-dynamic-prompts"
#"https://github.com/ototadana/sd-face-editor"
"https://github.com/AlUlkesh/stable-diffusion-webui-images-browser"
"https://github.com/hako-mikan/sd-webui-regional-prompter"
"https://github.com/Coyote-A/ultimate-upscale-for-automatic1111"
#"https://github.com/Gourieff/sd-webui-reactor"
"https://github.com/continue-revolution/sd-webui-animatediff"
"https://github.com/AUTOMATIC1111/stable-diffusion-webui-rembg"
)
CHECKPOINT_MODELS=(
"https://huggingface.co/Lykon/AAM_AnyLora_AnimeMix/resolve/main/AAM_anylora_animemix.safetensors"
#"https://huggingface.co/Lykon/AAM_AnyLora_AnimeMix-LCM/resolve/main/LCM_AAM_AnyLoRA_AnimeMix.safetensors"
#"https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt"
#"https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.ckpt"
#"https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors"
#"https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors"
)
LORA_MODELS=(
"https://huggingface.co/Banano/banchan-lora/resolve/main/banchan-23.safetensors"
#"https://civitai.com/api/download/models/16576"
# -- Animate Diff LoRAs
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/lora_v2/mm_sd15_v2_lora_PanLeft.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/lora_v2/mm_sd15_v2_lora_PanRight.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/lora_v2/mm_sd15_v2_lora_RollingAnticlockwise.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/lora_v2/mm_sd15_v2_lora_RollingClockwise.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/lora_v2/mm_sd15_v2_lora_TiltDown.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/lora_v2/mm_sd15_v2_lora_TiltUp.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/lora_v2/mm_sd15_v2_lora_ZoomIn.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/lora_v2/mm_sd15_v2_lora_ZoomOut.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/lora_v2/mm_sd15_v3_adapter.safetensors"
# LCM LoRA
"https://huggingface.co/latent-consistency/lcm-lora-sdv1-5/resolve/main/pytorch_lora_weights.safetensors"
)
VAE_MODELS=(
"https://huggingface.co/stabilityai/sd-vae-ft-ema-original/resolve/main/vae-ft-ema-560000-ema-pruned.safetensors"
"https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors"
#"https://huggingface.co/stabilityai/sdxl-vae/resolve/main/sdxl_vae.safetensors"
)
ESRGAN_MODELS=(
"https://huggingface.co/ai-forever/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth"
"https://huggingface.co/FacehugmanIII/4x_foolhardy_Remacri/resolve/main/4x_foolhardy_Remacri.pth"
"https://huggingface.co/Akumetsu971/SD_Anime_Futuristic_Armor/resolve/main/4x_NMKD-Siax_200k.pth"
)
CONTROLNET_MODELS=(
"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_canny-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_depth-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_hed-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_mlsd-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_normal-fp16.safetensors"
"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_openpose-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_scribble-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_seg-fp16.safetensors"
"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_canny-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_color-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_depth-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_keypose-fp16.safetensors"
"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_openpose-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_seg-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_sketch-fp16.safetensors"
#"https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_style-fp16.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/control/mm_sd15_v3_sparsectrl_rgb.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/control/mm_sd15_v3_sparsectrl_scribble.safetensors"
)
MOTION_MODULES=(
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/motion_module/mm_sd15_v2.safetensors"
"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/motion_module/mm_sd15_v3.safetensors"
#"https://huggingface.co/conrevo/AnimateDiff-A1111/resolve/main/motion_module/mm_sdxl_v10_beta.safetensors?download=true"
)
### DO NOT EDIT BELOW HERE UNLESS YOU KNOW WHAT YOU ARE DOING ###
function provisioning_start() {
source /opt/ai-dock/etc/environment.sh
source /opt/ai-dock/bin/venv-set.sh webui
DISK_GB_AVAILABLE=$(($(df --output=avail -m "${WORKSPACE}" | tail -n1) / 1000))
DISK_GB_USED=$(($(df --output=used -m "${WORKSPACE}" | tail -n1) / 1000))
DISK_GB_ALLOCATED=$(($DISK_GB_AVAILABLE + $DISK_GB_USED))
provisioning_print_header
provisioning_get_pip_packages
provisioning_get_extensions
provisioning_get_models \
"${WORKSPACE}/storage/stable_diffusion/models/ckpt" \
"${CHECKPOINT_MODELS[@]}"
provisioning_get_models \
"${WORKSPACE}/storage/stable_diffusion/models/lora" \
"${LORA_MODELS[@]}"
# Ranme LCM LoRA
mv "${WORKSPACE}/storage/stable_diffusion/models/lora/pytorch_lora_weights.safetensors" \
"${WORKSPACE}/storage/stable_diffusion/models/lora/lcm-sd15.safetensors"
provisioning_get_models \
"${WORKSPACE}/storage/stable_diffusion/models/controlnet" \
"${CONTROLNET_MODELS[@]}"
provisioning_get_models \
"${WORKSPACE}/storage/stable_diffusion/models/vae" \
"${VAE_MODELS[@]}"
provisioning_get_models \
"${WORKSPACE}/storage/stable_diffusion/models/esrgan" \
"${ESRGAN_MODELS[@]}"
provisioning_get_models \
"${WORKSPACE}/storage/stable_diffusion/extensions/sd-webui-animatediff/model" \
"${MOTION_MODULES[@]}"
# Link motion modules
printf '\nstorage_map["stable_diffusion/extensions/sd-webui-animatediff/model"]="/opt/stable-diffusion-webui/extensions/sd-webui-animatediff/model"\n' \
>> "/opt/ai-dock/storage_monitor/etc/mappings.sh"
PLATFORM_FLAGS=""
if [[ $XPU_TARGET = "CPU" ]]; then
PLATFORM_FLAGS="--use-cpu all --skip-torch-cuda-test --no-half"
fi
PROVISIONING_FLAGS="--skip-python-version-check --no-download-sd-model --do-not-download-clip --port 11404 --exit"
FLAGS_COMBINED="${PLATFORM_FLAGS} $(cat /etc/a1111_webui_flags.conf) ${PROVISIONING_FLAGS}"
# Start and exit because webui will probably require a restart
cd /opt/stable-diffusion-webui && \
source "$WEBUI_VENV/bin/activate"
LD_PRELOAD=libtcmalloc.so python launch.py \
${FLAGS_COMBINED}
deactivate
provisioning_print_end
}
function provisioning_get_pip_packages() {
if [[ -n $PIP_PACKAGES ]]; then
"$WEBUI_VENV_PIP" install --no-cache-dir ${PIP_PACKAGES[@]}
fi
}
function provisioning_get_extensions() {
for repo in "${EXTENSIONS[@]}"; do
dir="${repo##*/}"
path="/opt/stable-diffusion-webui/extensions/${dir}"
requirements="${path}/requirements.txt"
if [[ -d $path ]]; then
# Pull only if AUTO_UPDATE
if [[ ${AUTO_UPDATE,,} == "true" ]]; then
printf "Updating extension: %s...\n" "${repo}"
( cd "$path" && git pull )
fi
# Always pip install
if [[ -e $requirements ]]; then
"$WEBUI_VENV_PIP" install --no-cache-dir -r "$requirements"
fi
else
printf "Downloading extension: %s...\n" "${repo}"
git clone "${repo}" "${path}" --recursive
if [[ -e $requirements ]]; then
"$WEBUI_VENV_PIP" install --no-cache-dir -r "${requirements}"
fi
fi
done
}
function provisioning_get_models() {
if [[ -z $2 ]]; then return 1; fi
dir="$1"
mkdir -p "$dir"
shift
if [[ $DISK_GB_ALLOCATED -ge $DISK_GB_REQUIRED ]]; then
arr=("$@")
else
printf "WARNING: Low disk space allocation - Only the first model will be downloaded!\n"
arr=("$1")
fi
printf "Downloading %s model(s) to %s...\n" "${#arr[@]}" "$dir"
for url in "${arr[@]}"; do
printf "Downloading: %s\n" "${url}"
provisioning_download "${url}" "${dir}"
printf "\n"
done
}
function provisioning_print_header() {
printf "\n##############################################\n# #\n# Provisioning container #\n# #\n# This will take some time #\n# #\n# Your container will be ready on completion #\n# #\n##############################################\n\n"
if [[ $DISK_GB_ALLOCATED -lt $DISK_GB_REQUIRED ]]; then
printf "WARNING: Your allocated disk size (%sGB) is below the recommended %sGB - Some models will not be downloaded\n" "$DISK_GB_ALLOCATED" "$DISK_GB_REQUIRED"
fi
}
function provisioning_print_end() {
printf "\nProvisioning complete: Web UI will start now\n\n"
}
# Download from $1 URL to $2 file path
function provisioning_download() {
wget -qnc --content-disposition --show-progress -e dotbytes="${3:-4M}" -P "$2" "$1"
}
provisioning_start
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