Update README.md

README.md

@@ -1,3 +1,40 @@
 ---
+tags:
+- spacy
+- token-classification
+language: uk
+datasets:
+- ner-uk
 license: mit
+model-index:
+- name: uk_ner_wechsel-minixhofer-roberta-large
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.9278959811
+    - name: NER Recall
+      type: recall
+      value: 0.9127906977
+    - name: NER F Score
+      type: f_score
+      value: 0.9202813599
+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."
 ---
+# uk_ner_wechsel-minixhofer-roberta-large
+
+## Model description
+
+**uk_ner_wechsel-minixhofer-roberta-large** is a fine-tuned [Roberta-Large model](https://huggingface.co/benjamin/roberta-large-wechsel-ukrainian) by @benjamin that is ready to use for **Named Entity Recognition** and achieves a **SoA** performance for the NER task for Ukrainian language. That's the best I have for NER so far
+
+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).
+Smaller transformer based model for the SpaCy is available [here](https://huggingface.co/dchaplinsky/uk_ner_web_trf_base).
+
+
+Copyright: [Dmytro Chaplynskyi](https://twitter.com/dchaplinsky), [lang-uk project](https://lang.org.ua), 2023