Update README.md

README.md

@@ -62,6 +62,27 @@ The following are the results obtained from the training:
 |------------|------------|-----------------|
 |   3.586    |   3.1174   |  22.5867        |
 
+## How to use
+### Load model and tokenizer
+```python
+from transformers import AutoTokenizer, AutoModel
+tokenizer = AutoTokenizer.from_pretrained("fathan/code_mixed_ijeroberta")
+model = AutoModel.from_pretrained("fathan/code_mixed_ijeroberta")
+
+```
+### Masked language model
+```python
+from transformers import pipeline
+
+pretrained_model = "fathan/code_mixed_ijeroberta"
+
+fill_mask = pipeline(
+    "fill-mask",
+    model=pretrained_model,
+    tokenizer=pretrained_model
+)
+```
+
 ## Training procedure
 
 ### Training hyperparameters