2 Commits
Author SHA1 Message Date
MOVZXandHinata 18c06ed406 [Offloader] Stream multimodal towers from host RAM with bulk-copy
Add --offload-towers: place multimodal tower weights in pinned host
memory and bulk-copy each unit to the GPU only during its forward,
keeping towers out of VRAM between encodes. Unlike UVA zero-copy,
whole-tensor H2D transfers avoid re-reading operand tiles over PCIe
inside the GEMM inner loop. Tower streaming is independent of layer
group scheduling, so group_size may be 0 for tower-only offload.

Co-authored-by: Hinata <hinata@idihore.id>
Signed-off-by: MOVZX <movzx@yahoo.com>
2026-10-16 14:32:14 +07:00
yulunandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 1f778486fc [Bugfix][Offloader] Preserve prefetch static-buffer slot ownership (#54975)
Signed-off-by: Big2Wheel <1404207590@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-07 10:58:44 +08:00