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add "what is Shark" to README.md #2169

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11 changes: 9 additions & 2 deletions README.md
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High Performance Machine Learning Distribution

*We are currently rebuilding SHARK to take advantage of [Turbine](https://github.com/nod-ai/SHARK-Turbine). Until that is complete make sure you use an .exe release or a checkout of the `SHARK-1.0` branch, for a working SHARK*
> ⚠️ We are currently rebuilding SHARK to take advantage of [Turbine](https://github.com/nod-ai/SHARK-Turbine). Until that is complete make sure you use an .exe release or a checkout of the `SHARK-1.0` branch, for a working SHARK

[![Nightly Release](https://github.com/nod-ai/SHARK/actions/workflows/nightly.yml/badge.svg)](https://github.com/nod-ai/SHARK/actions/workflows/nightly.yml)
[![Validate torch-models on Shark Runtime](https://github.com/nod-ai/SHARK/actions/workflows/test-models.yml/badge.svg)](https://github.com/nod-ai/SHARK/actions/workflows/test-models.yml)

## What is SHARK?
SHARK is a high-performance machine learning distribution that provides optimized inference for a wide range of models, including BERT, GPT2, BLOOM, Stable Diffusion, and ResNet50.

It supports multiple hardware backends, allowing users to run models efficiently on their available hardware. SHARK leveraes MLIR (Multi-Level Intermediate Representation) and IREE (Integrated Runtime and Compiler Environment) to enable high-performance model execution.

This approach allows SHARK to deliver fast inference speeds while maintaining flexibility and ease of use.

## Installation

<details>
<summary>Prerequisites - Drivers </summary>
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