Upload kohyaprov.sh

kohyaprov.sh

@@ -0,0 +1,93 @@
+#!/bin/bash
+# This file will be sourced in init.sh
+# Namespace functions with provisioning_
+
+# https://raw.githubusercontent.com/ai-dock/kohya_ss/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=(
+    #"package==version"
+  )
+
+CHECKPOINT_MODELS=(
+    "https://huggingface.co/huchukato/favs/resolve/main/ckpt/pimp-my-pony-v1.safetensors"
+    #"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"
+)
+
+
+### 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 kohya
+    
+    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 + $DISK_GB_USED))
+    provisioning_print_header
+    provisioning_get_mamba_packages
+    provisioning_get_pip_packages
+    provisioning_get_models \
+        "${WORKSPACE}/storage/stable_diffusion/models/ckpt" \
+        "${CHECKPOINT_MODELS[@]}"
+     
+    provisioning_print_end
+}
+
+function provisioning_get_pip_packages() {
+    if [[ -n $PIP_PACKAGES ]]; then
+        "$KOHYA_VENV_PIP" install --no-cache-dir ${PIP_PACKAGES[@]}
+    fi
+}
+
+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() {
+    if [[ -n $HF_TOKEN && $1 =~ ^https://([a-zA-Z0-9_-]+\.)?huggingface\.co(/|$|\?) ]]; then
+        auth_token="$HF_TOKEN"
+    elif 
+        [[ -n $CIVITAI_TOKEN && $1 =~ ^https://([a-zA-Z0-9_-]+\.)?civitai\.com(/|$|\?) ]]; then
+        auth_token="$CIVITAI_TOKEN"
+    fi
+    if [[ -n $auth_token ]];then
+        wget --header="Authorization: Bearer $auth_token" -qnc --content-disposition --show-progress -e dotbytes="${3:-4M}" -P "$2" "$1"
+    else
+        wget -qnc --content-disposition --show-progress -e dotbytes="${3:-4M}" -P "$2" "$1"
+    fi
+}
+
+provisioning_start