Update README.md

README.md

@@ -54,15 +54,32 @@ It achieves the following results on the evaluation set:
 
 More information needed
 
-## Intended uses & limitations
+## How to Use
 
-More information needed
+```python
+from transformers import AutoTokenizer, AutoModelForTokenClassification, pipeline
 
-## Training and evaluation data
+tokenizer = AutoTokenizer.from_pretrained("JoshuaAAX/bert-finetuned-ner")
+model = AutoModelForTokenClassification.from_pretrained("JoshuaAAX/bert-finetuned-ner")
 
-More information needed
 
-## Training procedure
+text = "La Federación nacional de cafeteros de Colombia es una entidad del estado. El primer presidente el Dr Augusto Guerra contó con el aval de la Asociación Colombiana de Aviación."
+
+
+ner_pipeline= pipeline("ner", model=model, tokenizer=tokenizer, aggregation_strategy="max")
+ner_pipeline(text) 
+``` 
+
+## Training data
+
+| Abbreviation  | Description   | 
+|:-------------:|:-------------:|
+| O             | Outside of NE | 
+| PER           | Person’s name |
+| ORG           | Organization  | 
+| LOC           | Location      |
+| MISC          | Miscellaneous | 
+
 
 ### Training hyperparameters