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[Bug][Failing Test]: Samplers Test - samplers/test_seeded_generate.py #18656

@DarkLight1337

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@DarkLight1337

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🐛 Describe the bug

samplers/test_seeded_generate.py::test_random_sample_with_seed has been failing on main since #17731

https://buildkite.com/organizations/vllm/analytics/suites/ci-1/tests/7615b2b4-ca19-80d3-ab9c-5b2395cd950a?period=7days&tags=scm.branch%3Amain

cc @shadeMe @mgoin @aarnphm

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