# Gaudi-Solutions

**Repository Path**: bowenyuan/Gaudi-Solutions

## Basic Information

- **Project Name**: Gaudi-Solutions
- **Description**: https://github.com/habanaai/Gaudi-Solutions 
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-07-12
- **Last Updated**: 2023-07-12

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Gaudi Solutions

This repository contains Jupiter notebooks with step-by-step instructions for training deep learning models on Gaudi for different industry verticals. 

The notebooks run on a Gaudi system with SynapseAI and Gaudi drivers installed. Please refer to [installation guide](https://docs.habana.ai/en/latest/Installation_Guide/index.html) for more information.

Tutorials will cover training, evaluation, and inferencing for the following models:
- **Interactive Chat**
    - [Chat using the Dolly2.0 Large Language Model](https://github.com/HabanaAI/Gaudi-solutions/blob/master/Gaudi_chat/README.md) 
- **Healthcare**
    - [CheXNet: Classification of Thoracic Diseases From Chest X-ray Images](https://github.com/HabanaAI/Gaudi-solutions/blob/master/healthcare/chexnet.ipynb)
- **FinTech**
    - [FinBERT: Financial Sentiment Analysis using Language Models](https://github.com/HabanaAI/Gaudi-solutions/blob/master/fintech/finbert.ipynb)
- **Retail**
    - [Retail: Fine Tuning Image Detection for Retail Items using YOLOX](https://github.com/HabanaAI/Gaudi-solutions/blob/master/retail/Habana_Retail_Solution.ipynb)
- **Autonomous Driving**
    - [Autonomous Driving: Semantic Segmentation using PyTorch UNet 2D](https://github.com/HabanaAI/Gaudi-solutions/blob/master/autonomous_driving/Autonomous_Driving_Solution.ipynb)