The model loads successfully, but predictions fail on valid inputs because preprocessing was left in the training notebook. What should be packaged?

1. Only the estimator coefficients without necessary preprocessing
2. A new scaler fitted independently to each incoming request
3. Only a link to the original notebook
4. The complete inference transformation and prediction path