diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 hf_hub_ctranslate2
 ==============================
 
-Connecting Transfromers on HuggingfaceHub with Ctranslate2 - a small utility for keeping tokenizer and model around Huggingface Hub.
+Connecting Transformers on HuggingfaceHub with Ctranslate2 - a small utility for keeping tokenizer and model around Huggingface Hub.
 
 [![codecov](https://codecov.io/gh/michaelfeil/hf-hub-ctranslate2/branch/main/graph/badge.svg?token=U9VIEFEELS)](https://codecov.io/gh/michaelfeil/hf-hub-ctranslate2)![CI pytest](https://github.com/michaelfeil/hf-hub-ctranslate2/actions/workflows/test_release.yml/badge.svg)