fix: fix seed with multiple ranks #10526

Job	Run time
determine-arm64-runner	1s
Build source distribution	9s
Build wheels for cp311-manylinux_x86_64	6m 10s
Build wheels for cp311-manylinux_x86_64	6m 23s
Build wheels for cp311-macosx_x86_64	4m 35s
Build wheels for cp311-macosx_arm64	2m 47s
Build wheels for cp311-win_amd64	7m 41s
Build wheels for cp310-manylinux_aarch64	6m 5s
build_docker (12)	2m 14s
build_docker (_cu11, 11)	2m 43s
build_pypi_index	10s
upload_pypi	0s
deploy_pypi_index	0s
Pass testing build wheels	1s
	38m 59s

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