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NVIDIA
TensorRT-LLM
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[TRTLLM-16282][feat] Add sparse KV offload and GPU metadata publication
- #19821
#19821
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Oct 8, 2026
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[TRTLLM-16282][feat] Add sparse KV offload and GPU metadata publication
#19821
cascade812
merged 9 commits into
NVIDIA:main
NVIDIA/TensorRT-LLM:main
from
cascade812:dsa-kv-offload-2
cascade812/TensorRT-LLM:dsa-kv-offload-2
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Commits on Oct 2, 2026
Batched GPU-to-CPU demotion and source release
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trigger sparse offload during decode
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CPU metadata and GPU publication
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Defer sparse history offload for shared prefill pages
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Commits on Oct 5, 2026
[None][fix] initialize CUDA stream pool before test gates
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[None][fix] promote shared host KV pages for prefill
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[None][fix] check sparse KV residency before dense offsets
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Commits on Oct 6, 2026
Merge origin/main into dsa-kv-offload-2
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fix: handle sparse KV beam rows and serialize snapshots
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