{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d520cdce-6234-40b8-9a6d-c0d073249e62",
   "metadata": {},
   "source": [
    "**此代码适用于新镜像：192.168.204.22:5000/default-workspace/99280a9940ae44ca8f5892134386fddb/image:sd_final**"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a48381fe",
   "metadata": {},
   "source": [
    "# 首次使用先复制镜像(左侧目录有sd就不用按这个)："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "145e099f",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "#复制镜像\n",
    "!cp -r /sd /code\n",
    "!cp /t/lora/sd-models/131-half.safetensors /code/sd/models/Stable-diffusion\n",
    "!echo \"finish-copy\"\n",
    "#查看显卡\n",
    "!echo 你的GPU是：& nvidia-smi -L"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca9e8951-2c27-4241-b2dd-27ed20aa748f",
   "metadata": {},
   "source": [
    "# 30min定时关机脚本：（无限白嫖GPU）：\n",
    "### **详细见**：https://github.com/2575044704/auto_shutdown"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d2a91be9-3337-443f-b8e0-1617a2486ef3",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import subprocess\n",
    "try:\n",
    "    process = subprocess.Popen([\"bash\", \"shutdown.sh\"])\n",
    "    print(\"自动关机脚本已启动\")\n",
    "except Exception as e:\n",
    "    print(f\"启动自动关机脚本失败，错误:{e}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9459c185",
   "metadata": {},
   "source": [
    "# SD启动："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "84f9609a",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "%cd /code/sd\n",
    "import os\n",
    "package_envs = [\n",
    "    {\"env\": \"STABLE_DIFFUSION_REPO\", \"url\": os.environ.get('STABLE_DIFFUSION_REPO', \"https://gitcode.net/overbill1683/stablediffusion\")},\n",
    "    {\"env\": \"STABLE_DIFFUSION_XL_REPO\", \"url\": os.environ.get('STABLE_DIFFUSION_XL_REPO', \"https://gitcode.net/overbill1683/generative-models\")},\n",
    "    {\"env\": \"K_DIFFUSION_REPO\", \"url\": os.environ.get('K_DIFFUSION_REPO', \"https://gitcode.net/overbill1683/k-diffusion\")},\n",
    "    {\"env\": \"CODEFORMER_REPO\", \"url\": os.environ.get('CODEFORMER_REPO', \"https://gitcode.net/overbill1683/CodeFormer\")},\n",
    "    {\"env\": \"BLIP_REPO\", \"url\": os.environ.get('BLIP_REPO', \"https://gitcode.net/overbill1683/BLIP\")},\n",
    "]\n",
    "os.environ[\"PIP_INDEX_URL\"] = \"https://mirrors.aliyun.com/pypi/simple/\"\n",
    "for i in package_envs:\n",
    "    os.environ[i[\"env\"]] = i[\"url\"]\n",
    "    \n",
    "# 请记得填写ngrok token\n",
    "!python launch.py --ngrok=你的token --ad-no-huggingface --no-download-sd-model --opt-channelslast --xformers --api --no-hashing --skip-torch-cuda-test"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9eeb5985",
   "metadata": {},
   "source": [
    "-------"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e26887f",
   "metadata": {},
   "source": [
    "# 下载模型，直接把模型下载地址粘贴进去\n",
    "# 支持的模型下载站：liblib.ai, tusiart.com, Huggingface镜像站\n",
    "# 不支持的：Civitai，\n",
    "## HUggingface镜像站：huggingface.sukaka.top\n",
    "## 必须先把SD停下来再执行代码！"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7c3e8600",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 下载 模型\n",
    "urls = ['https://huggingface.sukaka.top/datasets/ACCC1380/private-model/resolve/main/ba.safetensors']\n",
    "\n",
    "下载目录 = '/code/sd/models/Lora'\n",
    "\n",
    "文件名 = \"wodemoxing.safetensors\"\n",
    "# SD大模型目录 ：/code/sd/models/Lora\n",
    "# Lora目录：/code/sd/models/Lora\n",
    "# VAE目录：/code/sd/models/VAE\n",
    "\n",
    "%cd {下载目录}\n",
    "for url in urls:\n",
    "    !aria2c -x 16 -s 16 -c -k 1M --console-log-level=error \"{url}\" -o \"{文件名}\"\n",
    "%cd /code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6098be12",
   "metadata": {},
   "outputs": [],
   "source": [
    "## 安装常用插件，github如果连不上就多执行几次\n",
    "extensions = [\n",
    "\"https://gitcode.net/ranting8323/sd-webui-controlnet\",\n",
    "]\n",
    "%cd /code/sd\n",
    "\n",
    "for e in extensions:\n",
    "    proxied_url =  e\n",
    "    !git -C \"extensions\" clone {proxied_url}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "17062dc1-2083-41fb-9a67-5a9f623b1276",
   "metadata": {},
   "source": [
    "------------------"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a69b680b-c87d-4219-9eec-d69baec9f2c9",
   "metadata": {},
   "source": [
    "# 下面代码是启动秋叶的Lora训练器："
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0d89e635-77a2-4c18-b126-e914e30d8841",
   "metadata": {},
   "source": [
    "# 1.拉取lora训练文件（首次启动）（左侧有lora文件夹就不用拉取）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "451c1e08-7eb0-4dab-92e2-6f7879f68c08",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "!cp -r /t/lora/ /code"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9f2ae3fa-1729-4a58-8e6f-92cfd1c12597",
   "metadata": {},
   "source": [
    "# 2. 启动Lora训练器"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2f53478e-1788-45d1-9a12-a757f81edde5",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# 先配置ngrok再启动！！,启动后找到ngrok链接即可！\n",
    "import os\n",
    "%cd /code/lora\n",
    "!/code/lora/venv/bin/python gui.py --disable-dataset-tag-editor & ngrok http 28000 --authtoken=你的ngroktoken"
   ]
  }
 ],
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