updated

app.py

@@ -4,27 +4,27 @@ model_name = "Salesforce/codet5-base"
 model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
 tokenizer = AutoTokenizer.from_pretrained(model_name)
 
-def generate_review(code_snippet):
-    inputs = tokenizer(code_snippet, return_tensors="pt", truncation=True, padding="max_length", max_length=512)
-    review_ids = model.generate(inputs.input_ids, max_new_tokens=100, num_beams=4, length_penalty=2.0, early_stopping=True)
-    review = tokenizer.decode(review_ids[0], skip_special_tokens=True)
-    return review
-
-# Example C# code snippet
+# More complex C# code snippet
 code_snippet = """
+// This class demonstrates a simple calculator program
 public class Calculator {
+    // Adds two integers
     public int Add(int a, int b) {
         return a + b;
     }
 
+    // Subtracts second integer from first
     public int Subtract(int a, int b) {
         return a - b;
     }
 
+    // Multiplies two integers
     public int Multiply(int a, int b) {
         return a * b;
     }
 
+    // Divides first integer by second
+    // Throws DivideByZeroException if b is zero
     public int Divide(int a, int b) {
         if (b == 0) {
             throw new DivideByZeroException("Division by zero is not allowed.");
@@ -33,5 +33,9 @@ public class Calculator {
     }
 }
 """
-review = generate_review(code_snippet)
+
+inputs = tokenizer(code_snippet, return_tensors="pt")
+outputs = model.generate(**inputs, max_new_tokens=100)
+review = tokenizer.decode(outputs[0], skip_special_tokens=True)
+
 print("Code Review:", review)