Update README.md

README.md

@@ -11,4 +11,25 @@ widget:
 - text: Trond Giske har bekreftet på spørsmål fra Adresseavisen at Hansen leide et rom i hans leilighet i Trondheim.
 ---
 
+**Release 1.0** (March 11, 2021)
+
 # nb-bert-base-ner
+
+## Description
+NB-Bert base model fine-tuned on the Named Entity Recognition task using the [NorNE dataset](https://huggingface.co/datasets/NbAiLab/norne).
+
+## Usage
+
+```python
+from transformers import AutoTokenizer, AutoModelForTokenClassification
+from transformers import pipeline
+
+tokenizer = AutoTokenizer.from_pretrained("NbAiLab/nb-bert-base-ner")
+model = AutoModelForTokenClassification.from_pretrained("NbAiLab/nb-bert-base-ner")
+
+nlp = pipeline("ner", model=model, tokenizer=tokenizer)
+example = "Jeg heter Kjell og bor i Oslo."
+
+ner_results = nlp(example)
+print(ner_results)
+```