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docs: README: Add logo + baseline (#611) 

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<div align="center"> <div align="center">
![image](https://github.com/huggingface/text-generation-inference/assets/3841370/38ba1531-ea0d-4851-b31a-a6d4ddc944b0)
# Text Generation Inference # Text Generation Inference
<a href="https://github.com/huggingface/text-generation-inference"> <a href="https://github.com/huggingface/text-generation-inference">
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<a href="https://huggingface.github.io/text-generation-inference"> <a href="https://huggingface.github.io/text-generation-inference">
<img alt="Swagger API documentation" src="https://img.shields.io/badge/API-Swagger-informational"> <img alt="Swagger API documentation" src="https://img.shields.io/badge/API-Swagger-informational">
</a> </a>
![architecture](assets/architecture.jpg)
</div> </div>
A Rust, Python and gRPC server for text generation inference. Used in production at [HuggingFace](https://huggingface.co) A Rust, Python and gRPC server for text generation inference. Used in production at [HuggingFace](https://huggingface.co)