Update app.py

app.py

@@ -1,8 +1,20 @@
-# Use a pipeline as a high-level helper
-from transformers import pipeline
-
-messages = [
-    {"role": "user", "content": "Give a addition of two numbers code in c#?"},
-]
-pipe = pipeline("text-generation", model="Mxode/minicoder-7M-init",max_new_tokens=100)
-pipe(messages)
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+# Load the MobiLlama model and tokenizer
+model_name = "MBZUAI/MobiLlama-05B"
+model = AutoModelForCausalLM.from_pretrained(model_name)
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+
+# Example C# code snippet
+code_snippet_csharp = """
+public int Add(int a, int b) {
+    return a + b;
+}
+"""
+
+# Tokenize and generate summary
+inputs = tokenizer(code_snippet_csharp, return_tensors="pt")
+outputs = model.generate(inputs.input_ids, max_length=50)
+summary = tokenizer.decode(outputs[0], skip_special_tokens=True)
+
+print("C# Code Summary:", summary)