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authorKawrakow <iwankawrakow@gmail.com>2025-03-13 12:07:43 +0200
committerGitHub <noreply@github.com>2025-03-13 12:07:43 +0200
commit305fabfc3b694d603fdb05d671dd59e2d4c7d58e (patch)
tree645b23c154fa8af405f55138f38d264e05faa2ce /examples/perplexity
parent3f23ed68f17583a8ee63afd0c214f5b39226226c (diff)
FlashMLA-2 (CPU): faster and smaller compute buffer size (#253)
* FlashMLA-2: eliminate intermediate f32 tensors This works on the CPU. PP performance is ~13% better for 16k tokens and compute buffer is quite a bit smaller. * FlashMLA-2: enable fast path only on the CPU for now I did implement the necessary ops on CUDA, but something is still wrong there, so for now we only use it when running CPU-only. * FlashMLA-2: slightly smaller computer buffer size --------- Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
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