Update README.md

README.md

@@ -25,3 +25,18 @@ target_modules = ['q_lin']
 
 ## F1_SCORE = 0.914643
 
+
+## HOW TO USE
+model_repo = "igoramf/lora-pt-sentiment-analysis"
+
+config = PeftConfig.from_pretrained(model_repo)
+model = AutoModelForSequenceClassification.from_pretrained(
+    config.base_model_name_or_path,
+    num_labels=3
+)
+
+tokenizer = AutoTokenizer.from_pretrained(config.base_model_name_or_path)
+tokenizer.pad_token = tokenizer.eos_token
+
+model = PeftModel.from_pretrained(model, model_repo)
+