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Signed-off-by: Andreas Karatzas <akaratza@amd.com>

Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>

Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>

Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>

[Revert] Remove CUDA torch fallbacks for fp8_mqa_logits/fp8_paged_mqa_logits_torch function (#37968)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>

Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>

Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>

Signed-off-by: Andreas Karatzas <akaratza@amd.com>

Signed-off-by: tianrengao <terrygao87@gmail.com>
Co-authored-by: Tianren Gao <tianren@fb.com>

nano_nemotron_vl: suppress readonly torch.from_numpy() warning in image and video resize paths (#37903)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>

Signed-off-by: Junhao Li <junhao@ubicloud.com>

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>

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Signed-off-by: Angel Li <liangel@meta.com>

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Signed-off-by: Richard Zou <zou3519@gmail.com>

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Signed-off-by: Nick Cao <ncao@redhat.com>

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Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
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[KV Offload] Refactor CPU offloading: pluggable CachePolicy, remove Backend abstraction, restructure into `cpu/` package (#37874)
Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com>

Signed-off-by: jetxa <jetxzhang@outlook.com>

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Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

[Bug][MoE] Strengthen _supports_current_device() checks in the TRTLLM FP8, NVFP4, and FlashInfer CuteDSL MoE experts (#36728)
Signed-off-by: Yifan Zong <yzong@redhat.com>

Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>

Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>

Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>