update with new model

app.py

@@ -1,30 +1,30 @@
 from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
 
-model_name = "microsoft/codereviewer"
+model_name = "Salesforce/codet5-base"
 model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
 tokenizer = AutoTokenizer.from_pretrained(model_name)
 
-# More complex C# code snippet
+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
 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.");
@@ -33,9 +33,5 @@ public class Calculator {
     }
 }
 """
-
-inputs = tokenizer(code_snippet, return_tensors="pt")
-outputs = model.generate(**inputs, max_new_tokens=100)
-review = tokenizer.decode(outputs[0], skip_special_tokens=True)
-
+review = generate_review(code_snippet)
 print("Code Review:", review)