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+ {
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+ "nbformat": 4,
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+ "nbformat_minor": 0,
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+ "metadata": {
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+ "colab": {
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+ "private_outputs": true,
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+ "provenance": [],
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+ "gpuType": "T4"
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+ },
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+ "kernelspec": {
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+ "name": "python3",
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+ "display_name": "Python 3"
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+ },
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+ "language_info": {
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+ "name": "python"
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+ },
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+ "accelerator": "GPU"
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+ },
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+ "cells": [
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+ {
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+ "cell_type": "code",
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+ "source": [
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+ "#############################################################################\n",
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+ "#@markdown ### <font color=\"yellow\">**ComfyUI 설치 및 실행**</font>\n",
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+ "USE_GDRIVE = True # @param {\"type\":\"boolean\"}\n",
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+ "#############################################################################\n",
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+ "import os\n",
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+ "import subprocess\n",
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+ "\n",
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+ "def install_packages():\n",
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+ " print(\"📥 필수 패키지 설치중.. \", end=\"\", flush=True)\n",
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+ "\n",
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+ " commands = [\n",
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+ " \"apt-get install lz4 -y -qq\",\n",
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+ " \"command -v aria2c >/dev/null || (apt update -qq && apt install -qq aria2 -y)\",\n",
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+ " \"pip show huggingface_hub >/dev/null || pip install -q huggingface_hub\",\n",
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+ " \"command -v cloudflared >/dev/null || (wget -q -P ~ https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb && dpkg -i ~/cloudflared-linux-amd64.deb)\"\n",
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+ " ]\n",
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+ "\n",
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+ " for cmd in commands:\n",
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+ " subprocess.run(cmd, shell=True, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)\n",
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+ "\n",
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+ " print(\"✨ 완료\")\n",
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+ "\n",
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+ "install_packages()\n",
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+ "#############################################################################\n",
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+ "if USE_GDRIVE:\n",
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+ " from google.colab import drive\n",
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+ " drive.mount('/content/drive')\n",
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+ "\n",
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+ "if not os.path.exists(\"/content/ComfyUI\"):\n",
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+ " !wget -q -nc -P py/ https://huggingface.co/arcacolab/data/resolve/main/newmain_2.py\n",
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+ " !git clone https://github.com/comfyanonymous/ComfyUI\n",
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+ " #커스텀녿\n",
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+ " %cd /content/ComfyUI/custom_nodes\n",
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+ " !git clone https://github.com/ltdrdata/ComfyUI-Manager comfyui-manager\n",
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+ " !git clone https://github.com/pythongosssss/ComfyUI-Custom-Scripts.git\n",
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+ " !git clone https://github.com/bedovyy/chibi-client\n",
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+ " !git clone https://github.com/cosmicbuffalo/comfyui-mobile-frontend.git\n",
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+ " !git clone https://github.com/rgthree/rgthree-comfy.git\n",
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+ " #!git clone https://github.com/ruwwww/comfyui-spectrum-sdxl\n",
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+ " !git clone https://github.com/kijai/ComfyUI-KJNodes.git\n",
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+ " !git clone https://github.com/BobJohnson24/ComfyUI-INT8-Fast.git\n",
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+ "\n",
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+ " #!git clone https://github.com/ssitu/ComfyUI_UltimateSDUpscale --recursive\n",
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+ " !pip install -r /content/ComfyUI/requirements.txt\n",
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+ "\n",
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+ " #기본 워크플로우 다운로드\n",
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+ " !wget -q -nc -P /content/ComfyUI/user/default/workflows/ https://huggingface.co/arcacolab/data/resolve/main/anima_basic.json\n",
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+ " !wget -q -nc -P /content/ComfyUI/user/default/workflows/ https://huggingface.co/arcacolab/data/resolve/main/anima_fast_sage_torch_cach.json\n",
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+ "\n",
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+ " #sage, triton 설치\n",
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+ " !pip install triton==3.2.0 sageattention\n",
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+ "\n",
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+ "#############################################################################\n",
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+ "\n",
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+ "if USE_GDRIVE:\n",
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+ " source_loras = \"/content/ComfyUI/models/loras\"\n",
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+ " target_loras = \"/content/drive/MyDrive/ONECLICK/lora\"\n",
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+ "\n",
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+ " os.makedirs(target_loras, exist_ok=True)\n",
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+ "\n",
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+ " !ln -sf \"{target_loras}\" \"{source_loras}\"\n",
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+ "\n",
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+ " #출력물 경로 관련\n",
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+ " import shutil\n",
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+ "\n",
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+ " def delete_output_folder_if_file_exists():\n",
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+ " folder_path = \"/content/ComfyUI/output\"\n",
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+ " file_path = os.path.join(folder_path, \"_output_images_will_be_put_here\")\n",
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+ "\n",
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+ " if os.path.exists(file_path):\n",
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+ " shutil.rmtree(folder_path, ignore_errors=True)\n",
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+ " #print(f\"{folder_path} 폴더를 삭제했습니다. (_output_images_will_be_put_here 파일이 존재합니다.)\")\n",
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+ " else:\n",
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+ " #print(f\"{folder_path} 폴더를 유지합니다. (_output_images_will_be_put_here 파일이 존재하지 않습니다.)\")\n",
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+ " print(\"✨ 드라이브 연동 완료.\")\n",
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+ " # 함수 호출\n",
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+ " delete_output_folder_if_file_exists()\n",
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+ "\n",
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+ " sdpath = \"/content/drive/MyDrive/ONECLICK/\"\n",
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+ " outputspath = sdpath + \"outputs/ComfyUI\"\n",
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+ "\n",
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+ " if not os.path.exists(outputspath):\n",
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+ " !mkdir -p -v \"{outputspath}\"\n",
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+ "\n",
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+ " link_path = \"/content/ComfyUI/output\"\n",
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+ " if not os.path.exists(link_path) and not os.path.islink(link_path):\n",
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+ " !ln -s -v \"{outputspath}\" \"{link_path}\"\n",
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+ "\n",
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+ "#############################################################################\n",
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+ "\n",
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+ "# 디퓨전모델 다운로드\n",
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+ "print(\"🚀 anima-preview3-base-int8rowwise 다운로드... \")\n",
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+ "%cd /content/ComfyUI/models/diffusion_models\n",
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+ "!aria2c --continue=true --console-log-level=error -x 16 -s 16 \\\n",
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+ "-o anima-preview3-base-int8rowwise.safetensors \\\n",
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+ "\"https://huggingface.co/Bedovyy/Anima-INT8/resolve/main/anima-preview3-base-int8rowwise.safetensors\"\n",
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+ "\n",
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+ "# Text Encoders 다운로드\n",
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+ "print(\"🚀 qwen_3_06b_base 다운로드... \")\n",
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+ "%cd /content/ComfyUI/models/text_encoders\n",
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+ "!aria2c --continue=true --console-log-level=error -x 16 -s 16 \\\n",
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+ "-o qwen_3_06b_base.safetensors \\\n",
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+ "\"https://huggingface.co/circlestone-labs/Anima/resolve/main/split_files/text_encoders/qwen_3_06b_base.safetensors\"\n",
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+ "\n",
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+ "# VAE 다운로드\n",
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+ "print(\"🚀 qwen_image_vae 다운로드... \")\n",
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+ "%cd /content/ComfyUI/models/vae\n",
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+ "!aria2c --continue=true --console-log-level=error -x 16 -s 16 \\\n",
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+ "-o qwen_image_vae.safetensors \\\n",
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+ "\"https://huggingface.co/circlestone-labs/Anima/resolve/main/split_files/vae/qwen_image_vae.safetensors\"\n",
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+ "\n",
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+ "print(\"✨ 모든 다운로드&설치 완료됨.\")\n",
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+ "\n",
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+ "%cd /content\n",
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+ "!python py/newmain_2.py --dont-print-server --preview-method auto --disable-api-nodes --fast fp16_accumulation cublas_ops --disable-dynamic-vram\n",
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+ "#if WORKSPACE == \"DRIVE\":\n",
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+ "#!python py/newmain_gd_2.py --dont-print-server --preview-method auto --fast fp16_accumulation fp8_matrix_mult cublas_ops --use-sage-attention --disable-api-nodes --disable-dynamic-vram"
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+ ],
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+ "metadata": {
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+ "cellView": "form",
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+ "id": "4CLSeDJ63JDN"
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+ },
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+ "execution_count": null,
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+ "outputs": []
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+ },
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+ {
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+ "cell_type": "markdown",
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+ "source": [
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+ "/content/ComfyUI/models/diffusion_models"
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+ ],
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+ "metadata": {
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+ "id": "msil0bGHRJdi"
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+ }
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+ },
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+ {
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+ "cell_type": "code",
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+ "source": [
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+ "/content/ComfyUI"
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+ ],
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+ "metadata": {
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+ "id": "qCFHL7U1QG09"
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+ },
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+ "execution_count": null,
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+ "outputs": []
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+ },
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+ {
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+ "cell_type": "code",
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+ "source": [
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+ "#@markdown ### <font color=\"yellow\">**백그라운드 꺼짐 방지(무음 재생)**</font>\n",
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+ "\n",
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+ "%%html\n",
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+ "<audio autoplay=\"\" src=\"https://raw.githubusercontent.com/KoboldAI/KoboldAI-Client/main/colab/silence.m4a\"; loop controls>"
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+ ],
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+ "metadata": {
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+ "cellView": "form",
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+ "id": "phNLHtAXv5K7"
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+ },
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+ "execution_count": null,
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+ "outputs": []
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+ }
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+ ]
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+ }