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Maybe this is what you are looking for? https://docs.bentoml.org/en/latest/guides/graph.html

@Yilun Zhang yes, that works. however, how do I create a modified runner?

Probably this https://docs.bentoml.org/en/latest/concepts/runner.html#custom-runner?