Update README.md

Co-authored-by: Felix Stollenwerk <[email protected]>
Modalities · Sep 16, 2024 · f7923f7 · f7923f7
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 - [Getting Started](tutorials/getting_started/README.md)</br>
   Brief overview on how to get started with Modalities by training a small GPT model on a tiny subset of the Redpajama V2 dataset.
 
-- [Wamstarts](tutorials/warmstart/README.md) </br>
+- [Warmstart](tutorials/warmstart/README.md) </br>
   Continue the training from a checkpoint, e.g., after the training was interrupted or had crashed.
 
 - [Library Usage](tutorials/library_usage/README.md)</br>