Update app.py

app.py

@@ -1,3 +1,26 @@
+# BELOW 2 ROWS NOT CORRECTLY WORKING !!!!!
+# import gradio as gr
+# gr.load("models/Efficient-Large-Model/VILA1.5-3b").launch()
+
 import gradio as gr
+from transformers import AutoModel, AutoProcessor
+
+# Load model and processor
+model = AutoModel.from_pretrained("Efficient-Large-Model/VILA1.5-3b")
+processor = AutoProcessor.from_pretrained("Efficient-Large-Model/VILA1.5-3b")
+
+# Define function for model inference
+def predict(input_text):
+    # Process and perform inference on input_text
+    # Note: Adapt this based on your model’s expected inputs/outputs
+    inputs = processor(text=input_text, return_tensors="pt")
+    outputs = model(**inputs)
+    return outputs.logits  # or other processing based on model outputs
+
+# Launch Gradio interface
+gr.Interface(
+    fn=predict,
+    inputs="text",
+    outputs="text"
+).launch()
 
-gr.load("models/Efficient-Large-Model/VILA1.5-3b").launch()