Update README.md

README.md

@@ -8,11 +8,11 @@ library_name: transformers
 
 # Model Description
 
-This model was build by translating the fine-Edu annotations into 15 languages using the best proprietary LLM for translation in the world: Tower LLM 70B.
+This model was built by translating the fineweb-edu annotations into 15 languages using a state-of-the-art proprietary LLM for translation, TowerLLM 70B.
 
-The translation model excels at translating entire documents and thus its the perfect fit to translate the texts we will use to train our classifier. 
+The translation model excels at translating entire documents and thus it is the perfect fit to translate the texts we will use to train our classifier. 
 
-The classifier is trained for English, German, Spanish, Japanese, Chinese, Russian, Hindi, Czech, Ukrainian, Icelandic, Portuguese, French, Dutch, Italian and Korean. Since its build on top of [mdeberta-v3-base](https://huggingface.co/microsoft/mdeberta-v3-base) it should be able to generalize across other languages.
+The classifier is trained for English, German, Spanish, Japanese, Chinese, Russian, Hindi, Czech, Ukrainian, Icelandic, Portuguese, French, Dutch, Italian and Korean. Since it is built on top of [mdeberta-v3-base](https://huggingface.co/microsoft/mdeberta-v3-base) it should be able to generalize across other languages.
 
 ## Running Model:
 To run inference you must install