Update README.md

README.md

@@ -16,4 +16,19 @@ The evaluation metrics are:
 **Recall**: 0.9065
 **F1**: 0.9061
 
-The training and evaluation data will be clarified later.
+The training and evaluation data will be clarified later.
+
+## How to use
+```python
+from transformers import AutoTokenizer, AutoModelForSequenceClassification
+
+# load tokenizer and model weights
+tokenizer = AutoTokenizer.from_pretrained('dardem/xlm-roberta-base-uk-toxicity')
+model = AutoModelForSequenceClassification.from_pretrained('dardem/xlm-roberta-base-uk-toxicity')
+
+# prepare the input
+batch = tokenizer.encode('Ти неймовірна!', return_tensors='pt')
+
+# inference
+model(batch)
+```