Update README.md

README.md

@@ -86,3 +86,18 @@ Users should validate predictions before using them in critical decision-making
 
 ```bash
 pip install transformers peft torch
+
+
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+model_id = "archanaachu776/sentiment-analyzer"
+
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(model_id)
+
+text = "The product quality is excellent and I am very happy."
+
+inputs = tokenizer(text, return_tensors="pt")
+outputs = model.generate(**inputs, max_new_tokens=50)
+
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))