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Silent 32-bit Integer Overflow in vLLM Mamba-1 CUDA Kernel

3/4 Root cause: a silent 32-bit integer overflow inside a vLLM CUDA kernel for Mamba-1 selective scan forward kernel. cache_index * ssm_states_batch_stride overflowed once cache slots got large enough, corrupting writes with no crash and no warning.

→ View original post on X — @ai21labs, 2026-03-26 11:42 UTC