yas-sim / openvino_japanese_chatbot_youri-7b-chat

WebUI LLM Japanese chatbot demo using Intel OpenVINO toolkit. This program uses rinna/youri-7b-chat model developed by Rinna Co.,Ltd..

OpenVINO Japanese chatbot demo (youri-7b-chat)

Description

This is an LLM Japanese chatbot demo program using Intel OpenVINO toolkit. The demo uses rinna/youri-7b-chat model developed by Rinna Co.,Ltd. This program can use either one of 'CPU', 'GPU.0' (integrated GPU), and 'GPU.1' Intel discrete GPU for inferencing.

Requirement

• At least main memory of 32GB. 64GB is recommended.

Install prerequisites

Recommend to use Python virtual env.
You need to have Python installed.

# (optional) create a python venv and enable it.
python -m venv venv
(win) venv/Scripts/activate
(Lnx) source venv/bin/activate

pip install -r requirements0-uninstall.txt
pip install -r requirements1-install.txt

Files

file	description
config.yml	The system setting file. You can specify huggingface model cache directory and device for inferencing
youri-7b-chat-openvino.py	WebUI chatbot demo using rinna/youri-7b-chat model. This program uses OpenVINO as inference engine. You need to run model_download.py to download and convert the model into OpenVINO IR before you run this demo.
model_download.py	This program downloads rinna/youri-7b-chat model from huggingface and convert it into FP16 OpenVINO IR model. The converted model will be stored in ./youri-7b-chat/FP16/ directory. Also, the original model downloaded from hugging face will be stored in ./cache/huggingface/hub/ directory.
benchmark_pyt.py	Simple benchmark program using PyTorch.
benchmark_ov.py	Simple benchmark program using OpenVINO.

Demo screenshot

Test environment

• System 1
  • Software
    • Windows 11 23H2
    • OpenVINO 2023.1.0
  • Hardware
    • CPU: Core i7-10700K
    • MEM: 64GB
    • GPU: Intel A380 (discrete GPU is optional)
• System 2
  • Software
    • Ubuntu 22.04.3
    • OpenVINO 2023.1.0
  • Hardware
    • CPU: Xeon Platinum 8358
    • MEM: 256GB

Special thanks

Rinna Co.,Ltd - Original developer of rinna/youri-7b-chat model.