diff --git a/vllm/v1/worker/worker_base.py b/vllm/v1/worker/worker_base.py
index bc7e76c38ae..51d2da2344b 100644
--- a/vllm/v1/worker/worker_base.py
+++ b/vllm/v1/worker/worker_base.py
@@ -41,6 +41,7 @@ def __init__(
         # Configuration storage
         super().__init__(vllm_config=vllm_config)
 
+        self.parallel_config.rank = rank
         self.local_rank = local_rank
         self.rank = rank
         self.distributed_init_method = distributed_init_method