Update README.md

README.md

@@ -22,14 +22,17 @@ model-index:
     - name: NER F Score
       type: f_score
       value: 0.8898023096
+widget:
+- text: "Президент Володимир Зеленський пояснив, що наразі діалог із режимом Володимира путіна неможливий, адже агресор обрав курс на знищення українського народу. За словами Зеленського цей режим РФ виявляє неповагу до суверенітету і територіальної цілісності України."
 ---
 # roberta-uk-ner-base
 
 ## Model description
 
-**roberta-uk-ner-base** is a fine-tuned [XLM-Roberta model](https://huggingface.co/xlm-roberta-base) that is ready to use for **Named Entity Recognition** and achieves **state-of-the-art performance** for the NER task for Ukrainian language. It has been trained to recognize four types of entities: location (LOC), organizations (ORG), person (PERS) and Miscellaneous (MISC). 
+**roberta-uk-ner-base** is a fine-tuned [XLM-Roberta model](https://huggingface.co/xlm-roberta-base) that is ready to use for **Named Entity Recognition** and achieves a performance close to **SoA** for the NER task for Ukrainian language. It has been trained to recognize four types of entities: location (LOC), organizations (ORG), person (PERS) and Miscellaneous (MISC). 
 
 The model was fine-tuned on the [NER-UK dataset](https://github.com/lang-uk/ner-uk), released by the [lang-uk](https://lang.org.ua).
+A bigger model, trained on xlm-roberta-large with the **State-of-the-Art** performance will be uploaded in the upcoming days.
 
 
 Copyright: Dmytro Chaplynskyi, [lang-uk project](https://lang.org.ua), 2022