{
  "cells": [
   {
    "cell_type": "markdown",
    "id": "54d5d255-aa98-4655-8dd1-bc726430d86a",
    "metadata": {},
    "source": [
     "# Qwen-7B-Chat Chat Demo"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "31e04af4-eb27-4802-a7b2-6ea0525f1dc8",
    "metadata": {},
    "source": [
     "This notebook uses Qwen-7B-Chat as an example to introduce you to how to build a web-based conversational assistant using Gradio."
    ]
   },
   {
    "cell_type": "markdown",
    "id": "75e51155-9f8e-40dc-8432-60f4567d93a8",
    "metadata": {},
    "source": [
     "## Preparation"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "ff6f061c-a033-49f2-8f7d-af3f23ac9125",
    "metadata": {},
    "source": [
     "Download Qwen-7B-Chat\n",
     "\n",
     "Firstly, we need to download the model. You can use the snapshot_download that comes with modelscope to download the model to a specified directory."
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
    "id": "c469a129-451f-4d01-8bc0-e2cf70a262c8",
    "metadata": {
     "tags": []
    },
    "outputs": [],
    "source": [
     "!pip install modelscope"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
    "id": "69af626e-22b8-49ad-8869-8354f4c72bcc",
    "metadata": {
     "tags": []
    },
    "outputs": [],
    "source": [
     "from modelscope.hub.snapshot_download import snapshot_download\n",
     "snapshot_download(\"qwen/Qwen-7B-Chat\",cache_dir='/tmp/models') "
    ]
   },
   {
    "cell_type": "markdown",
    "id": "01d2ff34-4053-4710-a289-e354673be1ca",
    "metadata": {},
    "source": [
     "## Install Dependencies"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
    "id": "48b51791-4bbc-4d12-9cd6-587c24c8bea7",
    "metadata": {
     "tags": []
    },
    "outputs": [],
    "source": [
     "!pip install -r ../../../requirements.txt\n",
     "!pip install gradio==3.37.0 mdtex2html"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "7732037a-246a-4953-af07-dae7a3ae5937",
    "metadata": {},
    "source": [
     "## Run the web UI code to start the Qwen chatbot\n",
     "\n",
     "Users can run the web_demo.py file to have real-time conversations with Qwen-7b-chat on the webpage."
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
    "id": "9e256f0a-d96d-4fd7-b305-fe43c6959dc8",
    "metadata": {
     "ExecutionIndicator": {
      "show": true
     },
     "tags": []
    },
    "outputs": [],
    "source": [
     "!python ../../../web_demo.py -c /tmp/models/qwen/Qwen-7B-Chat"
    ]
   }
  ],
  "metadata": {
   "kernelspec": {
    "display_name": "Python 3 (ipykernel)",
    "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": "3.10.13"
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 }