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{ | ||
"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" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 5 | ||
} | ||
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