Update README.md

README.md

@@ -8,9 +8,17 @@ license: mit
 This model is the dynamically quantized version of the model
 (https://akdeniz27/bert-base-turkish-cased-ner)
 
-# How to use: 
+# How to use:
+First install "optimum[onnxruntime]":
+!pip install "optimum[onnxruntime]"
+
+and import "ORTModelForTokenClassification":
+
+from transformers import AutoTokenizer, pipeline
+from optimum.onnxruntime import ORTModelForTokenClassification
+
 ```
-model_onnx = ORTModelForTokenClassification.from_pretrained("akdeniz27/bert-base-turkish-cased-ner-quantized", file_name="model_quantized.onnx")
+model = ORTModelForTokenClassification.from_pretrained("akdeniz27/bert-base-turkish-cased-ner-quantized", file_name="model_quantized.onnx")
 tokenizer = AutoTokenizer.from_pretrained("akdeniz27/bert-base-turkish-cased-ner-quantized")
 ner = pipeline('ner', model=model, tokenizer=tokenizer, aggregation_strategy="first")
 ner("your text here")