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Kaggle-Stable-Diffusion

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ACCA225 commited on Aug 18, 2023

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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## NovelAi Stable Diffusion - webui AI绘画项目 \n",
+    "**torch: 2.0.0+cu118  •  xformers: 0.0.20**\n",
+    "\n",
+    "## <span style=\"color:red; font-weight:bold;\">有问题请加qq群632428790 (1081/2000)</span>\n",
+    "or contact me on Discord: Loading#7871\n",
+    "## <span style=\"color:red; font-weight:bold;\"> 希望有能力的大佬可以做视频宣传本项目！</span>\n",
+    "## BiliBili：Nyan9 \n",
+    "## \n",
+    "<!--- \n",
+    "这里是作者的署名和群号码，未经同意请勿删除，删一句家里人少一个\n",
+    "--->\n",
+    "<!--- \n",
+    "倒卖狗全家死光\n",
+    "--->\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 未经同意禁止将源代码用于出售，一经发现严肃追究\n",
+    "<!--- \n",
+    "这里是作者的署名和群号码，未经同意请勿删除，删一句家里人少一个\n",
+    "--->\n",
+    "<!--- \n",
+    "倒卖狗全家死光\n",
+    "--->\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "分三个代码块：依赖安装，启动sd-webui，下载模型\n",
+    "第一次开机请先运行依赖安装一遍"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "----------"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 安装依赖，首次使用需要执行"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-18T04:10:35.764899Z",
+     "iopub.status.busy": "2023-08-18T04:10:35.764479Z",
+     "iopub.status.idle": "2023-08-18T04:12:11.276390Z",
+     "shell.execute_reply": "2023-08-18T04:12:11.275499Z",
+     "shell.execute_reply.started": "2023-08-18T04:10:35.764866Z"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/home/jovyan/workspace\n",
+      "--2023-08-18 04:10:48--  https://huggingface.co/datasets/sukaka/sd_configs/resolve/main/start.sh\n",
+      "Resolving huggingface.co (huggingface.co)... 3.160.5.109, 3.160.5.102, 3.160.5.25, ...\n",
+      "Connecting to huggingface.co (huggingface.co)|3.160.5.109|:443... connected.\n",
+      "HTTP request sent, awaiting response... 200 OK\n",
+      "Length: 1019 [text/plain]\n",
+      "Saving to: ‘start.sh’\n",
+      "\n",
+      "start.sh            100%[===================>]    1019  --.-KB/s    in 0s      \n",
+      "\n",
+      "2023-08-18 04:10:48 (792 MB/s) - ‘start.sh’ saved [1019/1019]\n",
+      "\n",
+      "/home/jovyan/workspace\n",
+      "内存优化已安装\n",
+      "/home/jovyan/workspace\n",
+      "stable-diffusion-webui安装中\n",
+      "Cloning into 'stable-diffusion-webui'...\n",
+      "remote: Enumerating objects: 26020, done.\u001b[K\n",
+      "remote: Counting objects: 100% (407/407), done.\u001b[K\n",
+      "remote: Compressing objects: 100% (179/179), done.\u001b[K\n",
+      "remote: Total 26020 (delta 262), reused 342 (delta 224), pack-reused 25613\u001b[K\n",
+      "Receiving objects: 100% (26020/26020), 31.82 MiB | 42.49 MiB/s, done.\n",
+      "Resolving deltas: 100% (18220/18220), done.\n",
+      "/home/jovyan/workspace\n",
+      "/home/jovyan/workspace\n",
+      "环境包下载中\n",
+      "环境包已下载\n",
+      "/home/jovyan/workspace/venv\n",
+      "环境安装中\n",
+      "环境安装完毕\n"
+     ]
+    }
+   ],
+   "source": [
+    "#依赖安装,每次开机请运行此单元格\n",
+    "#***0是关闭，1是开启***\n",
+    "\n",
+    "install_path='/home/jovyan/workspace' ##安装目录\n",
+    "\n",
+    "venv_link = \"https://huggingface.co/datasets/sukaka/venv_ai_drow/resolve/main/sd_webui/torch201_cu118_xf20.tar.gz\" #环境包链接\n",
+    "\n",
+    "updata = 0 #更新webui\n",
+    "\n",
+    "#-----------------------------------------------------------\n",
+    "\n",
+    "import os\n",
+    "import re\n",
+    "from pathlib import Path\n",
+    "\n",
+    "!sudo apt-get update > /dev/null 2>&1\n",
+    "!sudo apt -y install -qq aria2 > /dev/null 2>&1\n",
+    "!sudo apt -y install -qq pigz > /dev/null 2>&1\n",
+    "!sudo apt-get install libglib2.0-0 -y > /dev/null 2>&1\n",
+    "\n",
+    "%cd $install_path\n",
+    "if not os.path.exists(\"start.sh\"):\n",
+    "    !wget https://huggingface.co/datasets/sukaka/sd_configs/resolve/main/start.sh -O start.sh\n",
+    "    !chmod +x start.sh\n",
+    "    \n",
+    "#内存优化\n",
+    "if os.path.exists(f\"{install_path}/libtcmalloc/\"):\n",
+    "    print('内存优化已安装')\n",
+    "else:\n",
+    "    %cd $install_path\n",
+    "    !mkdir libtcmalloc\n",
+    "    !wget https://github.com/camenduru/gperftools/releases/download/v1.0/libtcmalloc_minimal.so.4 -O libtcmalloc/libtcmalloc_minimal.so.4 > /dev/null 2>&1\n",
+    "    print('内存优化已安装')\n",
+    "\n",
+    "%cd $install_path\n",
+    "print('stable-diffusion-webui安装中')\n",
+    "#Download Automatic1111's Stable Diffusion Web UI\n",
+    "if os.path.exists('stable-diffusion-webui'):\n",
+    "    if updata == 1:\n",
+    "        %cd $install_path/stable-diffusion-webui/\n",
+    "        !git pull https://github.com/KaggleSD/stable-diffusion-webui master\n",
+    "        !sed -i -e '''/from modules import launch_utils/a\\import os''' /home/jovyan/workspace/stable-diffusion-webui/launch.py\n",
+    "        !sed -i -e '''/        prepare_environment()/a\\        os.system\\(f\\\"\"\"sed -i -e ''\\\"s/dict()))/dict())).cuda()/g\\\"'' /home/jovyan/workspace/stable-diffusion-webui/repositories/stable-diffusion-stability-ai/ldm/util.py\"\"\")''' /home/jovyan/workspace/stable-diffusion-webui/launch.py\n",
+    "        !sed -i -e 's/\\[\"sd_model_checkpoint\"\\]/\\[\"sd_model_checkpoint\",\"sd_vae\",\"CLIP_stop_at_last_layers\"\\]/g' /home/jovyan/workspace/stable-diffusion-webui/modules/shared.py\n",
+    "        print('stable-diffusion-webui已安装')\n",
+    "else:\n",
+    "    !git clone https://github.com/KaggleSD/stable-diffusion-webui\n",
+    "    !sed -i -e '''/from modules import launch_utils/a\\import os''' /home/jovyan/workspace/stable-diffusion-webui/launch.py\n",
+    "    !sed -i -e '''/        prepare_environment()/a\\        os.system\\(f\\\"\"\"sed -i -e ''\\\"s/dict()))/dict())).cuda()/g\\\"'' /home/jovyan/workspace/stable-diffusion-webui/repositories/stable-diffusion-stability-ai/ldm/util.py\"\"\")''' /home/jovyan/workspace/stable-diffusion-webui/launch.py\n",
+    "    !sed -i -e 's/\\[\"sd_model_checkpoint\"\\]/\\[\"sd_model_checkpoint\",\"sd_vae\",\"CLIP_stop_at_last_layers\"\\]/g' /home/jovyan/workspace/stable-diffusion-webui/modules/shared.py\n",
+    "\n",
+    "%cd $install_path\n",
+    "python_path = f\"{install_path}/venv/bin/python3\"\n",
+    "if os.path.exists('venv'):\n",
+    "    print('环境已安装')\n",
+    "else:\n",
+    "    %cd $install_path\n",
+    "    if not os.path.exists('venv.tar.gz'):\n",
+    "        print('环境包下载中')\n",
+    "        os.system(f\"aria2c --console-log-level=error -q -c -x 16 -s 16 -k 1M -o venv.tar.gz {venv_link}\")\n",
+    "    print('环境包已下载')\n",
+    "    !mkdir venv\n",
+    "    %cd venv\n",
+    "    print('环境安装中')\n",
+    "    os.system(f'pigz -dc -p 4 {install_path}/venv.tar.gz | tar xf -')\n",
+    "    !rm -rf $install_path/venv.tar.gz\n",
+    "    # 定位 serializing.py 文件\n",
+    "    serializing_file = os.path.join(install_path, \"venv\", \"lib\", \"python3.10\", \"site-packages\", \"gradio_client\", \"serializing.py\")\n",
+    "\n",
+    "    # 读取文件内容\n",
+    "    with open(serializing_file, \"r\") as f:\n",
+    "        lines = f.readlines()\n",
+    "\n",
+    "    # 在 COMPONENT_MAPPING 字典中添加一行\n",
+    "    for i, line in enumerate(lines):\n",
+    "        if \"COMPONENT_MAPPING = {\" in line:\n",
+    "            lines.insert(i + 1, '    \"dataset\": StringSerializable,\\n')\n",
+    "            break\n",
+    "\n",
+    "    # 写回文件\n",
+    "    with open(serializing_file, \"w\") as f:\n",
+    "        f.writelines(lines)\n",
+    "\n",
+    "print('环境安装完毕')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 安装插件，模型"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-18T04:12:37.330898Z",
+     "iopub.status.busy": "2023-08-18T04:12:37.330524Z",
+     "iopub.status.idle": "2023-08-18T04:13:56.278444Z",
+     "shell.execute_reply": "2023-08-18T04:13:56.277657Z",
+     "shell.execute_reply.started": "2023-08-18T04:12:37.330871Z"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/home/jovyan/workspace/stable-diffusion-webui\n",
+      "安装插件中\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Cloning into 'loopback_scaler'...\n",
+      "Cloning into 'sd-webui-controlnet'...\n",
+      "Cloning into 'sd-civitai-browser'...\n",
+      "Cloning into 'sd-webui-depth-lib'...\n",
+      "Cloning into 'sd-webui-3d-open-pose-editor'...\n",
+      "Cloning into 'stable-diffusion-webui-localization-zh_CN'...\n",
+      "Cloning into 'stable-diffusion-webui-two-shot'...\n",
+      "Cloning into 'a1111-sd-webui-tagcomplete'...\n",
+      "Cloning into 'multidiffusion-upscaler-for-automatic1111'...\n",
+      "Cloning into 'sd-webui-cutoff'...\n",
+      "Cloning into 'sd-webui-lora-block-weight'...\n",
+      "Cloning into 'Stable-Diffusion-Webui-Civitai-Helper'...\n",
+      "Cloning into 'stable-diffusion-webui'...\n",
+      "Cloning into 'sd-webui-mov2mov'...\n",
+      "Cloning into 'stable-diffusion-webui-wd14-tagger'...\n",
+      "Cloning into 'sd-webui-prompt-all-in-one'...\n",
+      "Cloning into 'sd-webui-infinite-image-browsing'...\n",
+      "Cloning into 'sd-webui-segment-anything'...\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "下载模型中\n",
+      "下载完毕\n"
+     ]
+    }
+   ],
+   "source": [
+    "#运行这个单元格下载模型和插件\n",
+    "#***出现下载完毕才是下载完****\n",
+    "\n",
+    "# 插件列表： git仓库地址\n",
+    "# 不需要的插件在前面加 # 插件地址之间需要用英语逗号隔开\n",
+    "extensions = [\n",
+    "    'https://github.com/Elldreth/loopback_scaler',\n",
+    "    'https://github.com/jexom/sd-webui-depth-lib',\n",
+    "    #'https://github.com/AlUlkesh/stable-diffusion-webui-images-browser',\n",
+    "    'https://github.com/camenduru/sd-civitai-browser',\n",
+    "    'https://github.com/Mikubill/sd-webui-controlnet',\n",
+    "    'https://github.com/nonnonstop/sd-webui-3d-open-pose-editor',\n",
+    "    'https://github.com/2575044704/stable-diffusion-webui-localization-zh_CN2',\n",
+    "    'https://github.com/opparco/stable-diffusion-webui-two-shot',\n",
+    "    #'https://github.com/minicacas/stable-diffusion-webui-composable-lora',\n",
+    "    'https://github.com/DominikDoom/a1111-sd-webui-tagcomplete',\n",
+    "    'https://github.com/pkuliyi2015/multidiffusion-upscaler-for-automatic1111',\n",
+    "    #'https://github.com/KohakuBlueleaf/a1111-sd-webui-locon',\n",
+    "    'https://github.com/hnmr293/sd-webui-cutoff',\n",
+    "    'https://github.com/hako-mikan/sd-webui-lora-block-weight',\n",
+    "    'https://github.com/butaixianran/Stable-Diffusion-Webui-Civitai-Helper',\n",
+    "    'https://github.com/catppuccin/stable-diffusion-webui',\n",
+    "    #'https://github.com/Nevysha/Cozy-Nest',\n",
+    "    'https://github.com/Scholar01/sd-webui-mov2mov',\n",
+    "    'https://github.com/toriato/stable-diffusion-webui-wd14-tagger',\n",
+    "    'https://github.com/Physton/sd-webui-prompt-all-in-one',\n",
+    "    #'https://github.com/KohakuBlueleaf/a1111-sd-webui-lycoris',\n",
+    "    #'https://github.com/deforum-art/sd-webui-deforum',\n",
+    "    'https://github.com/Scholar01/sd-webui-mov2mov',\n",
+    "    'https://github.com/zanllp/sd-webui-infinite-image-browsing',\n",
+    "    'https://github.com/continue-revolution/sd-webui-segment-anything',\n",
+    "]\n",
+    "\n",
+    "# Stable Diffusion模型下载链接放这里\n",
+    "sd_model_urls=[\n",
+    "#'https://huggingface.co/datasets/sukaka/sd_models_fp16/resolve/main/GhostMix2.safetensors',\n",
+    "#sdxl\n",
+    "\"https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors\",\n",
+    "#'https://huggingface.co/ptx0/sdxl-refiner/resolve/main/sd_xl_refiner_1.0.safetensors',\n",
+    "]\n",
+    "#VAE模型下载链接放这里\n",
+    "vae_model_urls=[\n",
+    "#'https://huggingface.co/datasets/sukaka/sd_models_fp16/resolve/main/clearvae.vae.pt',\n",
+    "#'https://huggingface.co/datasets/sukaka/sd_models_fp16/resolve/main/klF8Anime2.vae.pt',\n",
+    "'https://huggingface.co/madebyollin/sdxl-vae-fp16-fix/resolve/main/sdxl_vae.safetensors',\n",
+    "]\n",
+    "# Lora模型下载链接放这里\n",
+    "lora_model_urls=[\n",
+    "#墨心\n",
+    "#'https://civitai.com/api/download/models/14856',\n",
+    "]\n",
+    "\n",
+    "# controlnet模型下载链接放这里\n",
+    "cn_model_urls = [\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors',\n",
+    "#'https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors',\n",
+    "]\n",
+    "\n",
+    "#Hypernetworks超网络模型下载链接请放在这里\n",
+    "hypernetworks_model_urls = []\n",
+    "\n",
+    "#放大算法路径请放在这里\n",
+    "ESRGAN = []\n",
+    "#放大算法链接请放在这里\n",
+    "ESRGAN_urls = [\n",
+    "'https://huggingface.co/FacehugmanIII/4x_foolhardy_Remacri/resolve/main/4x_foolhardy_Remacri.pth',\n",
+    "'https://huggingface.co/konohashinobi4/4xAnimesharp/resolve/main/4x-AnimeSharp.pth',\n",
+    "'https://huggingface.co/lokCX/4x-Ultrasharp/resolve/main/4x-UltraSharp.pth',\n",
+    "]\n",
+    "\n",
+    "# embeddings（pt文件）下载链接请放在这里:\n",
+    "embeddings_model_urls=[\n",
+    "#'https://huggingface.co/datasets/sukaka/sd_configs/resolve/main/%E4%BA%BA%E4%BD%93%E4%BF%AE%E6%AD%A3/EasyNegative.pt',\n",
+    "#'https://huggingface.co/datasets/sukaka/sd_configs/resolve/main/%E4%BA%BA%E4%BD%93%E4%BF%AE%E6%AD%A3/bad-artist-anime.pt',\n",
+    "#'https://huggingface.co/datasets/sukaka/sd_configs/resolve/main/%E4%BA%BA%E4%BD%93%E4%BF%AE%E6%AD%A3/bad-hands-5.pt',\n",
+    "#'https://huggingface.co/datasets/sukaka/sd_configs/resolve/main/%E4%BA%BA%E4%BD%93%E4%BF%AE%E6%AD%A3/bad_prompt_version2.pt',\n",
+    "#'https://huggingface.co/datasets/sukaka/sd_configs/resolve/main/%E4%BA%BA%E4%BD%93%E4%BF%AE%E6%AD%A3/bad-image-v2-39000.pt',\n",
+    "]\n",
+    "\n",
+    "#script文件下载链接导入\n",
+    "scripts_urls = []\n",
+    "\n",
+    "#tag词库文件下载链接导入\n",
+    "tags_file_urls=[\n",
+    "\"https://huggingface.co/datasets/sukaka/sd_configs/resolve/main/danbooru.zh_CN.csv\",\n",
+    "]\n",
+    "\n",
+    "#sd-webui-segment-anything插件的模型导入\n",
+    "sam_model = []\n",
+    "#sd-webui-segment-anything插件的模型下载链接导入\n",
+    "sam_model_urls = [\n",
+    "    #'https://huggingface.co/lkeab/hq-sam/resolve/main/sam_hq_vit_h.pth',\n",
+    "    'https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth',\n",
+    "]\n",
+    "\n",
+    "#---------------------------------------------------------------------------------------------------------------------\n",
+    "\n",
+    "from concurrent.futures import ThreadPoolExecutor\n",
+    "# 安装插件，下载和同步模型\n",
+    "def install_extensions(install_path, extensions):\n",
+    "    print('安装插件中')\n",
+    "    os.chdir(os.path.join(install_path, 'stable-diffusion-webui'))\n",
+    "    os.makedirs('extensions', exist_ok=True)\n",
+    "    os.chdir('extensions')\n",
+    "\n",
+    "    def clone_repo(ex):\n",
+    "        repo_name = ex.split('/')[-1]\n",
+    "        if not os.path.exists(repo_name):\n",
+    "            os.system('git clone ' + ex)\n",
+    "\n",
+    "    with ThreadPoolExecutor(max_workers=4) as executor:\n",
+    "        executor.map(clone_repo, extensions)\n",
+    "    \n",
+    "def download_link(link, target_folder):\n",
+    "    if link.startswith('https://huggingface.co/' or 'https://dl.fbaipublicfiles.com'):\n",
+    "        filename = re.search(r'[^/]+$', link).group(0)\n",
+    "        return f'aria2c --console-log-level=error -q -c -x 16 -s 16 -k 1M -d \"{target_folder}\" -o \"{filename}\" \"{link}\"'\n",
+    "    else:\n",
+    "        return f'aria2c --console-log-level=error -q -c -x 16 -s 16 -k 1M --remote-time -d \"{target_folder}\" \"{link}\"'\n",
+    "\n",
+    "def download_links(links, target_folder):\n",
+    "    tasks = []\n",
+    "    for link in links:\n",
+    "        tasks.append(download_link(link, target_folder))\n",
+    "    return tasks\n",
+    "\n",
+    "def download_links_all(tasks):\n",
+    "    with ThreadPoolExecutor(max_workers=4) as executor:\n",
+    "        for task in tasks:\n",
+    "            executor.submit(os.system, task)\n",
+    "\n",
+    "%cd $install_path/stable-diffusion-webui\n",
+    "install_extensions(install_path, extensions)\n",
+    "print('下载模型中')\n",
+    "tasks = []\n",
+    "tasks.extend(download_links(vae_model_urls, f'{install_path}/stable-diffusion-webui/models/VAE'))\n",
+    "tasks.extend(download_links(sd_model_urls, f'{install_path}/stable-diffusion-webui/models/Stable-diffusion'))\n",
+    "tasks.extend(download_links(lora_model_urls, f'{install_path}/stable-diffusion-webui/models/Lora'))\n",
+    "tasks.extend(download_links(cn_model_urls, f'{install_path}/stable-diffusion-webui/extensions/sd-webui-controlnet/models'))\n",
+    "tasks.extend(download_links(hypernetworks_model_urls, f'{install_path}/stable-diffusion-webui/models/hypernetworks'))\n",
+    "tasks.extend(download_links(ESRGAN_urls, f'{install_path}/stable-diffusion-webui/models/ESRGAN'))\n",
+    "tasks.extend(download_links(embeddings_model_urls, f'{install_path}/stable-diffusion-webui/embeddings'))\n",
+    "tasks.extend(download_links(scripts_urls, f'{install_path}/stable-diffusion-webui/scripts'))\n",
+    "tasks.extend(download_links(tags_file_urls, f'{install_path}/stable-diffusion-webui/extensions/a1111-sd-webui-tagcomplete/tags'))\n",
+    "tasks.extend(download_links(sam_model_urls, f'{install_path}/stable-diffusion-webui/extensions/sd-webui-segment-anything/models/sam'))\n",
+    "download_links_all(tasks)\n",
+    "print('下载完毕')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 启动SD-webui"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-18T04:20:05.735646Z",
+     "iopub.status.busy": "2023-08-18T04:20:05.735130Z"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/home/jovyan\n",
+      "/home/jovyan/workspace\n",
+      "Python 3.10.11 (main, May 16 2023, 00:28:57) [GCC 11.2.0]\n",
+      "Version: v1.5.1\n",
+      "Commit hash: 68f336bd994bed5442ad95bad6b6ad5564a5409a\n",
+      "Installing clip\n",
+      "Cloning Stable Diffusion into /home/jovyan/workspace/stable-diffusion-webui/repositories/stable-diffusion-stability-ai...\n",
+      "Cloning into '/home/jovyan/workspace/stable-diffusion-webui/repositories/stable-diffusion-stability-ai'...\n",
+      "remote: Enumerating objects: 574, done.\u001b[K\n",
+      "remote: Counting objects: 100% (304/304), done.\u001b[K\n",
+      "remote: Compressing objects: 100% (88/88), done.\u001b[K\n",
+      "remote: Total 574 (delta 244), reused 216 (delta 216), pack-reused 270\u001b[K\n",
+      "Receiving objects: 100% (574/574), 73.43 MiB | 44.92 MiB/s, done.\n",
+      "Resolving deltas: 100% (276/276), done.\n",
+      "Cloning Stable Diffusion XL into /home/jovyan/workspace/stable-diffusion-webui/repositories/generative-models...\n",
+      "Cloning into '/home/jovyan/workspace/stable-diffusion-webui/repositories/generative-models'...\n",
+      "remote: Enumerating objects: 740, done.\u001b[K\n",
+      "remote: Counting objects: 100% (563/563), done.\u001b[K\n",
+      "remote: Compressing objects: 100% (283/283), done.\u001b[K\n",
+      "remote: Total 740 (delta 340), reused 425 (delta 266), pack-reused 177\u001b[K\n",
+      "Receiving objects: 100% (740/740), 22.31 MiB | 28.38 MiB/s, done.\n",
+      "Resolving deltas: 100% (378/378), done.\n",
+      "Cloning K-diffusion into /home/jovyan/workspace/stable-diffusion-webui/repositories/k-diffusion...\n",
+      "Cloning into '/home/jovyan/workspace/stable-diffusion-webui/repositories/k-diffusion'...\n",
+      "remote: Enumerating objects: 770, done.\u001b[K\n",
+      "remote: Counting objects: 100% (46/46), done.\u001b[K\n",
+      "remote: Compressing objects: 100% (25/25), done.\u001b[K\n",
+      "remote: Total 770 (delta 25), reused 34 (delta 21), pack-reused 724\u001b[K\n",
+      "Receiving objects: 100% (770/770), 157.76 KiB | 4.78 MiB/s, done.\n",
+      "Resolving deltas: 100% (503/503), done.\n",
+      "Cloning CodeFormer into /home/jovyan/workspace/stable-diffusion-webui/repositories/CodeFormer...\n",
+      "Cloning into '/home/jovyan/workspace/stable-diffusion-webui/repositories/CodeFormer'...\n",
+      "remote: Enumerating objects: 594, done.\u001b[K\n",
+      "remote: Counting objects: 100% (245/245), done.\u001b[K\n",
+      "remote: Compressing objects: 100% (98/98), done.\u001b[K\n",
+      "remote: Total 594 (delta 176), reused 167 (delta 147), pack-reused 349\u001b[K\n",
+      "Receiving objects: 100% (594/594), 17.31 MiB | 26.69 MiB/s, done.\n",
+      "Resolving deltas: 100% (287/287), done.\n",
+      "Cloning BLIP into /home/jovyan/workspace/stable-diffusion-webui/repositories/BLIP...\n",
+      "Cloning into '/home/jovyan/workspace/stable-diffusion-webui/repositories/BLIP'...\n",
+      "remote: Enumerating objects: 277, done.\u001b[K\n",
+      "remote: Counting objects: 100% (165/165), done.\u001b[K\n",
+      "remote: Compressing objects: 100% (30/30), done.\u001b[K\n",
+      "remote: Total 277 (delta 137), reused 136 (delta 135), pack-reused 112\u001b[K\n",
+      "Receiving objects: 100% (277/277), 7.03 MiB | 40.70 MiB/s, done.\n",
+      "Resolving deltas: 100% (152/152), done.\n",
+      "Installing requirements for CodeFormer\n",
+      "Installing sd-webui-segment-anything requirement: segment_anything\n",
+      "Installing sd-webui-segment-anything requirement: supervision\n",
+      "\n",
+      "Installing requirements for Mov2mov\n",
+      "Installing requirements for ffmpeg\n",
+      "\n",
+      "Installing sd-webui-infinite-image-browsing requirement: python-dotenv\n",
+      "Installing sd-webui-infinite-image-browsing requirement: pyfunctional\n",
+      "\n",
+      "Installing sd-webui-prompt-all-in-one: chardet\n",
+      "Installing sd-webui-prompt-all-in-one: execjs\n",
+      "Installing sd-webui-prompt-all-in-one: lxml\n",
+      "Installing sd-webui-prompt-all-in-one: pathos\n",
+      "Installing sd-webui-prompt-all-in-one: cryptography\n",
+      "Installing sd-webui-prompt-all-in-one: openai\n",
+      "Installing sd-webui-prompt-all-in-one: boto3\n",
+      "Installing sd-webui-prompt-all-in-one: aliyunsdkcore\n",
+      "Installing sd-webui-prompt-all-in-one: aliyunsdkalimt\n",
+      "\n",
+      "Downloading pose_landmark_full.tflite...\n",
+      "Downloading pose_web.binarypb...\n",
+      "Downloading pose_solution_packed_assets.data...\n",
+      "Downloading pose_solution_simd_wasm_bin.wasm...\n",
+      "Downloading pose_solution_packed_assets_loader.js...\n",
+      "Downloading pose_solution_simd_wasm_bin.js...\n",
+      "\n",
+      "Installing sd-webui-controlnet requirement: mediapipe\n",
+      "Installing sd-webui-controlnet requirement: svglib\n",
+      "Installing sd-webui-controlnet requirement: fvcore\n",
+      "\n",
+      "Installing requirements for CivitAI Browser\n",
+      "\n",
+      "Launching Web UI with arguments: --listen --xformers --no-hashing --enable-insecure-extension-access --gradio-queue --administrator --disable-safe-unpickle --ckpt=models/Stable-diffusion/sd_xl_base_1.0.safetensors --port=8000\n",
+      "Civitai Helper: Get Custom Model Folder\n",
+      "Civitai Helper: Load setting from: /home/jovyan/workspace/stable-diffusion-webui/extensions/Stable-Diffusion-Webui-Civitai-Helper/setting.json\n",
+      "Civitai Helper: No setting file, use default\n",
+      "Tag Autocomplete: Could not locate model-keyword extension, Lora trigger word completion will be limited to those added through the extra networks menu.\n",
+      "2023-08-18 04:21:27,963 - ControlNet - \u001b[0;32mINFO\u001b[0m - ControlNet v1.1.238\n",
+      "ControlNet preprocessor location: /home/jovyan/workspace/stable-diffusion-webui/extensions/sd-webui-controlnet/annotator/downloads\n",
+      "2023-08-18 04:21:28,071 - ControlNet - \u001b[0;32mINFO\u001b[0m - ControlNet v1.1.238\n",
+      "sd-webui-prompt-all-in-one background API service started successfully.\n",
+      "Loading weights [None] from /home/jovyan/workspace/stable-diffusion-webui/models/Stable-diffusion/sd_xl_base_1.0.safetensors\n",
+      "Creating model from config: /home/jovyan/workspace/stable-diffusion-webui/repositories/generative-models/configs/inference/sd_xl_base.yaml\n",
+      "Downloading (…)olve/main/vocab.json: 100%|███| 961k/961k [00:00<00:00, 23.2MB/s]\n",
+      "Downloading (…)olve/main/merges.txt: 100%|███| 525k/525k [00:00<00:00, 26.4MB/s]\n",
+      "Downloading (…)cial_tokens_map.json: 100%|█████| 389/389 [00:00<00:00, 3.80MB/s]\n",
+      "Downloading (…)okenizer_config.json: 100%|█████| 905/905 [00:00<00:00, 11.1MB/s]\n",
+      "Downloading (…)lve/main/config.json: 100%|█| 4.52k/4.52k [00:00<00:00, 35.7MB/s]\n",
+      "Applying attention optimization: xformers... done.\n",
+      "Model loaded in 18.8s (load weights from disk: 2.1s, load config: 0.2s, create model: 8.2s, apply weights to model: 6.7s, calculate empty prompt: 1.4s).\n",
+      "Running on local URL:  http://0.0.0.0:8000\n",
+      "\n",
+      "To create a public link, set `share=True` in `launch()`.\n",
+      "Startup time: 102.2s (launcher: 69.7s, import torch: 3.9s, import gradio: 1.2s, setup paths: 2.4s, other imports: 1.2s, load scripts: 1.9s, create ui: 19.1s, gradio launch: 2.6s).\n"
+     ]
+    }
+   ],
+   "source": [
+    "#sd-webui启动\n",
+    "#启动参数在start.sh修改\n",
+    "%cd \n",
+    "%cd workspace\n",
+    "!./start.sh\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "saturn (Python 3)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.15"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}