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vllm.models.qwen4_exp.nvidia.ops

NVIDIA-only Qwen4Exp kernels; import leaf modules directly.

Modules:

  • cute_dsl –
  • hc –

    NVIDIA HyperConnection kernels for Qwen4Exp.

  • ple –

    Fused Qwen4Exp PLE kernels.

  • qsa –

    Triton kernels for Qwen4Exp QSA sparse attention and cache updates.

  • qsa_indexer –

    Triton kernels for Qwen4Exp QSA index selection.

  • qsa_prepare –

    Fused QSA prepare kernel for Qwen4Exp.