[V1] Define WorkerBase for V1 Workers

[WoosukKwon]

We need to have a base class for the workers, so that we can reduce this part of duplicate code

right now i just change both of them, but we need to do the unification in the future.

Originally posted by @youkaichao in #13642 (comment)

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