Update index.md

microsoft · Jul 21, 2022 · e0b8fb7 · e0b8fb7
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@@ -50,7 +50,7 @@ To further increase the inference efficency, DeepSpeed offers easy-to-use and fl
 
 ### DeepSpeed Library
 
-   The [DeepSpeed](https://github.com/microsoft/deepspeed) library implements and packages the innovations and technologies in DeepSpeed Training, Inference and Compression Pillars into a single easy-to-use, open-sourced repository. It allows for easy composition of multitude of features within a single training, infernece or compression pipeline. The DeepSpeed Library is heavily adopted by the DL community, and has been used to enable some of the most powerful models (see DeepSpeed Adoption).
+   The [DeepSpeed](https://github.com/microsoft/deepspeed) library implements and packages the innovations and technologies in DeepSpeed Training, Inference and Compression Pillars into a single easy-to-use, open-sourced repository. It allows for easy composition of multitude of features within a single training, infernece or compression pipeline. The DeepSpeed Library is heavily adopted by the DL community, and has been used to enable some of the most powerful models (see [DeepSpeed Adoption](#deepspeed-adoption)).
 
 ### Model Implementations for Inference (MII)