# Deploy Instruction Tuning Service on Intel® Gaudi® Platform

This document outlines the deployment process for a Instruction Tuning Service utilizing the [GenAIComps](https://github.com/opea-project/GenAIComps.git) microservice on Intel Gaudi server. The steps include Docker image creation, container deployment. We will publish the Docker images to Docker Hub, it will simplify the deployment process for this service.

# Table of contents

1. [Instruction Tuning Quick Start deployment](#Instruction-Tuning-Quick-Start-deployment)

## Instruction Tuning Quick Start deployment

First of all, you need to build Docker Images locally. This step can be ignored after the Docker images published to Docker hub.

### 1. Build Docker Image

Build docker image with below command:

```bash
git clone https://github.com/opea-project/GenAIComps.git
cd GenAIComps
docker build -t opea/finetuning-gaudi:latest --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/finetuning/src/Dockerfile.intel_hpu .
```

### 2. Run Docker with CLI

Start docker container with below command:

```bash
export HF_TOKEN=${your_huggingface_token}
docker run --runtime=habana -e HABANA_VISIBLE_DEVICES=all -p 8015:8015 -e OMPI_MCA_btl_vader_single_copy_mechanism=none --cap-add=sys_nice --net=host --ipc=host -e https_proxy=$https_proxy -e http_proxy=$http_proxy -e no_proxy=$no_proxy -e HF_TOKEN=$HF_TOKEN opea/finetuning-gaudi:latest
```