Update README.md

README.md

@@ -26,6 +26,16 @@ inference:
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+Usage:
+```python
+from transformers import pipeline
+
+pipe = pipeline("token-classification", model="yonigo/distilbert-base-multilingual-cased-pii", aggregation_strategy="first")
+pipe("My name is Yoni Go and I live in Israel. My phone number is 054-1234567")
+```
+
+training code [git](https://github.com/yonigottesman/pii-model)
+
 # distilbert-base-multilingual-cased-pii
 
 This model is a fine-tuned version of [distilbert-base-multilingual-cased](https://huggingface.co/distilbert-base-multilingual-cased) on [ai4privacy/pii-masking-300k](https://huggingface.co/datasets/ai4privacy/pii-masking-300k)..