Files
LocalAI/backend/cpp
Ettore Di Giacinto b7b2e8291c kernel(fp4-grouped-moe): scaffold the FP4 grouped-GEMM MoE dispatch (Lever 3)
The only work that closes the vLLM gap on Blackwell: mul_mat_q<MXFP4> is 37%
prefill + 54.6% decode-B64 GPU time; paged attention can't touch it (proven).
Scaffold (builds clean on GB10, default byte-identical): fp4-grouped-moe.{cuh,cu}
entry + gated hook in ggml_cuda_mul_mat_id (env GGML_CUDA_FP4_GROUPED), always
falls back to MMQ for now. Design doc has the CUTLASS/tcgen05 implementation
phases + parity harness + the dense-path follow-up (#28).

Assisted-by: Claude:opus-4.8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-06-19 23:44:31 +00:00
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