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[ROCm][Bugfix] Support FP8 KV cache for NoPE sparse MLA - #57134

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[ROCm][Bugfix] Support FP8 KV cache for NoPE sparse MLA#57134
amd-dlimpus wants to merge 39 commits into
vllm-project:mainfrom
amd-dlimpus:fix/rocm-nope-fp8-kv-sparse-mla-v2

[ROCm] Reconcile sparse MLA routing with dense-MHA prefill

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