Update README.md

README.md

@@ -1,3 +1,36 @@
 ---
+language: de
+tags:
+- grammar
+- text2text-generation
 license: cc-by-nc-sa-4.0
+datasets:
+- jfleg
 ---
+
+# T5 Grammar Correction 
+
+This model does restore upper and lower case as well as punctuation. 
+It was trained with [Happy Transformer](https://github.com/EricFillion/happy-transformer) on the german wikipedia dump.
+
+
+## Usage 
+
+`pip install happytransformer `
+
+```python
+from happytransformer import HappyTextToText, TTSettings
+happy_tt = HappyTextToText("T5", "aiassociates/t5-small-grammar-correction-german")
+args = TTSettings(num_beams=5, min_length=1)
+# Add the prefix "grammar: " before each input 
+result = happy_tt.generate_text("grammar: hier ein kleines beispiel", args=args)
+print(result.text) # Hier ein kleines Beispiel.
+
+## Authors
+**David Hustadt:** dh@ai.associates
+
+## About us
+[AI.Associates](https://www.ai.associates/)
+[LinkedIn](https://www.linkedin.com/company/ai-associates)
+
+We're always looking for developers to join us. Feel free to contact us careers@ai.associates