{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e5c5a211-2ccd-4341-af10-ac546484b91f",
   "metadata": {
    "tags": []
   },
   "source": [
    "## 说明\n",
    "\n",
    "- 启动和重启 Notebook 点上方工具栏中的「重启并运行所有单元格」。出现 `http://0.0.0.0:7860` 这个字样就算成功了。可以去控制台打开「自定义服务」了\n",
    "- 访问自定义服务端口号设置为7860\n",
    "\n",
    "## 功能介绍\n",
    "- 原项目地址：https://github.com/Kwai-Kolors/Kolors\n",
    "- 可图大模型是由快手可图团队开发的基于潜在扩散的大规模文本到图像生成模型。Kolors 在数十亿图文对下进行训练，在视觉质量、复杂语义理解、文字生成（中英文字符）等方面，相比于开源/闭源模型，都展示出了巨大的优势。同时，Kolors 支持中英双语，在中文特色内容理解方面更具竞争力。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "53a96614-e2d2-4710-a82b-0d5ca9cb9872",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/opt/conda/envs/kolors/lib/python3.8/site-packages/gradio_client/documentation.py:105: UserWarning: Could not get documentation group for <class 'gradio.mix.Parallel'>: No known documentation group for module 'gradio.mix'\n",
      "  warnings.warn(f\"Could not get documentation group for {cls}: {exc}\")\n",
      "/opt/conda/envs/kolors/lib/python3.8/site-packages/gradio_client/documentation.py:105: UserWarning: Could not get documentation group for <class 'gradio.mix.Series'>: No known documentation group for module 'gradio.mix'\n",
      "  warnings.warn(f\"Could not get documentation group for {cls}: {exc}\")\n",
      "/opt/conda/envs/kolors/lib/python3.8/site-packages/diffusers/models/transformers/transformer_2d.py:34: FutureWarning: `Transformer2DModelOutput` is deprecated and will be removed in version 1.0.0. Importing `Transformer2DModelOutput` from `diffusers.models.transformer_2d` is deprecated and this will be removed in a future version. Please use `from diffusers.models.modeling_outputs import Transformer2DModelOutput`, instead.\n",
      "  deprecate(\"Transformer2DModelOutput\", \"1.0.0\", deprecation_message)\n",
      "Loading checkpoint shards: 100%|██████████████████| 7/7 [00:16<00:00,  2.35s/it]\n",
      "Running on local URL:  http://0.0.0.0:7860\n",
      "\n",
      "To create a public link, set `share=True` in `launch()`.\n",
      "IMPORTANT: You are using gradio version 3.38.0, however version 4.29.0 is available, please upgrade.\n",
      "--------\n",
      "100%|███████████████████████████████████████████| 50/50 [00:26<00:00,  1.90it/s]\n"
     ]
    }
   ],
   "source": [
    "# 启动\n",
    "!bash run.sh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9e81ae9d-3a34-43a0-943a-ff5e9d6ce961",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
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