Update app.py

app.py

@@ -1,3 +1,24 @@
 import gradio as gr
+from transformers import AutoModelForCausalLM, AutoTokenizer
 
-gr.load("models/mistralai/Mistral-7B-Instruct-v0.3").launch()
+# Load the Mistral model and tokenizer
+model_name = "mistralai/Mistral"
+model = AutoModelForCausalLM.from_pretrained(model_name)
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+
+def generate_text(prompt):
+    inputs = tokenizer(prompt, return_tensors="pt")
+    outputs = model.generate(**inputs)
+    return tokenizer.decode(outputs[0], skip_special_tokens=True)
+
+# Set up Gradio interface
+iface = gr.Interface(
+    fn=generate_text,
+    inputs="text",
+    outputs="text",
+    title="Mistral Model",
+    description="Generate text using the Mistral model."
+)
+
+if __name__ == "__main__":
+    iface.launch()