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[Bug]: LLM.collective_rpc is broken in v1 by default #15349

@youkaichao

Description

@youkaichao

Your current environment

v0.8.1

🐛 Describe the bug

see #15324 (comment) for details.

because self.llm_engine.model_executor is in a different process.

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