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Cookbook/cn/opensource/Inference/Inference_using_lmdeploy.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 使用lmdeploy进行Yi-1.5-6B-Chat模型的推理\n",
+    "\n",
+    "欢迎来到本教程！在这里，我们将指导您如何使用lmdeploy进行Yi-1.5-6B-Chat模型的推理。lmdeploy是一个涵盖了LLM任务的全套轻量化、部署和服务解决方案。让我们开始吧！"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 🚀 在Colab上运行\n",
+    "\n",
+    "我们还提供了一键运行的[Colab脚本](https://colab.research.google.com/drive/1q3ROpne6ulkoybBzemeanHY6vNP9ykjV?usp=drive_link)，让开发变得更简单！"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 安装\n",
+    "\n",
+    "首先，我们需要安装相关的依赖："
+   ]
+  },
+  {
+   "cell_type": "code",
+   "metadata": {
+    "id": "installation"
+   },
+   "source": [
+    "!pip install lmdeploy"
+   ],
+   "execution_count": null,
+   "outputs": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 加载模型并开始推理\n",
+    "\n",
+    "我们将使用Yi-1.5-6B-Chat模型进行演示。以下是该模型的显存和硬盘占用情况：\n",
+    "\n",
+    "| 模型 | 显存使用 | 硬盘占用 |\n",
+    "|-------|------------|------------------|\n",
+    "| Yi-1.5-6B-Chat | 20.3G | 18G |\n",
+    "\n",
+    "执行以下命令即可开始推理：\n",
+    "\n",
+    "⚠️ 请确保您的计算机拥有足够的显存和硬盘空间。"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "metadata": {
+    "id": "inference"
+   },
+   "source": [
+    "!lmdeploy chat 01-ai/Yi-1.5-6B-Chat"
+   ],
+   "execution_count": null,
+   "outputs": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "就是这样！您已经成功地使用lmdeploy进行了Yi-1.5-6B-Chat模型的推理。您可以尝试更换不同的模型或调整配置参数，探索更多可能性。祝您实验愉快！"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "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": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}