prabalpatkar558412-collab commented on issue #37093:
URL: https://github.com/apache/beam/issues/37093#issuecomment-3648536359

   Hi @damccorm,
   Thanks for the detailed audit — this was very helpful to read through.
   
   I agree with the conclusion that the base ModelHandler behavior around 
inference_args doesn’t really match reality anymore, given how many handlers 
already pass or consume them. Allowing inference args by default and pushing 
validation down into the handlers that actually need it (e.g., TensorRT, and 
fixing sklearn) seems like a cleaner and more consistent model.
   
   I’d be interested in helping with this, especially:
   
   updating the base validate_inference_args behavior,
   
   adding explicit validation where needed,
   
   and making sure the affected handlers behave consistently,
   along with the CHANGES.md note.
   
   If no one is working on this yet, I’d be happy to take it on.
   
   Thanks!


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