Update README.md

README.md

@@ -21,6 +21,23 @@ This model is a fine-tuned version of [ProsusAI/finbert](https://huggingface.co/
 It achieves the following results on the evaluation set:
 - Loss: 0.3823
 
+```python
+from transformers import BertTokenizer, BertForSequenceClassification
+from transformers import pipeline
+
+tokenizer = BertTokenizer.from_pretrained("kk08/CryptoBERT")
+model = BertForSequenceClassification.from_pretrained("kk08/CryptoBERT")
+
+classifier = pipeline("sentiment-analysis", model=model, tokenizer=tokenizer)
+text = "Bitcoin (BTC) touches $29k, Ethereum (ETH) Set To Explode, RenQ Finance (RENQ) Crosses Massive Milestone"
+result = classifier(text)
+print(result)
+
+```
+[{'label': 'LABEL_1', 'score': 0.9678454399108887}]
+```
+
+```
 ## Model description
 
 This model fine-tunes the [ProsusAI/finbert](https://huggingface.co/ProsusAI/finbert), which is a pre-trained NLP model to analyze the sentiment of the financial text.