Create app.py

app.py

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+# Inspecting the keys: This will show you the structure of the checkpoint and help you identify the correct components to load into your model.
+
+import torch  # Import torch for loading the checkpoint
+
+# Set the path to the LoRA checkpoint file
+lora_path = "/path/to/your/lora_checkpoint.pt"  # Replace with the correct path
+
+# Load the checkpoint from the specified path
+checkpoint = torch.load(lora_path, map_location=device)
+
+# Print the keys to see the structure
+print("Checkpoint keys:", checkpoint.keys())
+
+# If you want to inspect the values of a specific key
+for key in checkpoint.keys():
+    print(f"Key: {key}, Value shape: {checkpoint[key].shape if hasattr(checkpoint[key], 'shape') else 'N/A'}")
+    
+# You can also print the entire checkpoint if it is not too large
+# print(checkpoint)