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fix(vllm): support native BF16 FlashInfer TRTLLM refit - #3545

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seonjinn wants to merge 13 commits into
NVIDIA-NeMo:mainfrom
seonjinn:sna/bf16-trtllm-native-refit-pr-20260807
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fix(vllm): support native BF16 FlashInfer TRTLLM refit#3545
seonjinn wants to merge 13 commits into
NVIDIA-NeMo:mainfrom
seonjinn:sna/bf16-trtllm-native-refit-pr-20260807

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@seonjinn seonjinn commented Aug 7, 2026

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Goal

Support repeated unquantized BF16 FlashInfer TRTLLM MoE refits with vLLM's native layerwise reload lifecycle, including runtime-selected auto backends and static draft-model reloads.

Existing FP8, ModelOpt-quantized, and non-TRTLLM paths remain unchanged. Performance recipe updates will follow separately. This is independent of #3478, which targets MXFP8 refit performance.

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seonjinn added 10 commits August 7, 2026 02:01
Signed-off-by: seonjinn <sna@nvidia.com>
(cherry picked from commit 707968a)
Signed-off-by: seonjinn <sna@nvidia.com>
(cherry picked from commit cbd4138)
Signed-off-by: seonjinn <sna@nvidia.com>
(cherry picked from commit bda8858)
Signed-off-by: seonjinn <sna@nvidia.com>
(cherry picked from commit 2aa1570)
Signed-off-by: seonjinn <sna@nvidia.com>
(cherry picked from commit 4aece4b)
Signed-off-by: seonjinn <sna@nvidia.com>
(cherry picked from commit 1292dbe)
Signed-off-by: seonjinn <sna@nvidia.com>
(cherry picked from commit 56e27a8)
Signed-off-by: seonjinn <sna@nvidia.com>
(cherry picked from commit 0c33c30)
…e-refit-pr-20260807

Signed-off-by: seonjinn <sna@nvidia.com>
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copy-pr-bot Bot commented Aug 7, 2026

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This pull request requires additional validation before any workflows can run on NVIDIA's runners.

Pull request vetters can view their responsibilities here.

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…e-refit-pr-20260807

Signed-off-by: seonjinn <sna@nvidia.com>
Signed-off-by: seonjinn <sna@nvidia.com>
@seonjinn seonjinn added the CI:Lfast Runs a fast test suite and re-use nightly `main` container (but sync dependencies to PRs version) label Aug 8, 2026
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seonjinn commented Aug 8, 2026

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/ok to test a73421e

Signed-off-by: seonjinn <sna@nvidia.com>
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seonjinn commented Aug 8, 2026

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/ok to test 7180bff

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seonjinn marked this pull request as ready for review August 9, 2026 05:12
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seonjinn requested review from a team as code owners August 9, 2026 05:12
@seonjinn
seonjinn requested review from terrykong and yuki-97 August 9, 2026 17:35
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CI:Lfast Runs a fast test suite and re-use nightly `main` container (but sync dependencies to PRs version)

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