Identify the models to merge
Ensure the models are compatible in architecture and input/output shape
Load the models into your environment
Decide the merge method
Merge weights, layers, or outputs as needed
Resolve any naming conflicts
Rebuild the merged model structure
Copy or combine the selected parameters
Validate the merged model compiles successfully
Test the merged model on sample inputs
Save the merged model to a new file
Verify the saved model can be reloaded correctly