Update README.md

README.md

@@ -19,10 +19,24 @@ This is the model card of a 🤗 transformers model that has been pushed on the
 
 - **Developed by:** Aakash Kumar, Debajyoti Mazumder, Jasabanta Patro
 - **Model type:** Text Classification
-- **Language(s) (NLP):** Hindi-English code-mixed
+- **Language(s) :** Hindi-English code-mixed
 - **Parent Model:** See the [BERT multilingual base model (cased)](https://huggingface.co/google-bert/bert-base-multilingual-cased) for more information about the model.
 
+## How to Get Started with the Model
 
+**Details of usage**
+
+Please use the **Model_Rational_Label** class inside [models.py](models.py) to load the models. The default prediction in this hosted inference API may be wrong due to the use of different class initialisations.
+
+```python
+import torch
+from transformers import AutoTokenizer, AutoModelForSequenceClassification
+tokenizer = AutoTokenizer.from_pretrained("debajyotimaz/codemix_hate")
+model = AutoModelForSequenceClassification.from_pretrained("debajyotimaz/codemix_hate")
+inputs = tokenizer("Mai tumse hate karta hun", return_tensors="pt")
+prediction= model(input_ids=inputs['input_ids'],attention_mask=inputs['attention_mask'])
+print(prediction.logits)
+```
 
 #### Metrics