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Signed-off-by: Julien Denize <julien.denize@mistral.ai>

[Attention][Perf][Kernel] Replace torch.cat with vectorized CUDA kernel MLA query concat - DeepSeek-V3.2 (#34917)
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[Perf][Deepseek] optimize gather_and_maybe_dequant_cache kernel's perf for extremely long sequence (#28029)
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Co-authored-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
Co-authored-by: kyt <eluban4532@gmail.com>
Co-authored-by: Egor <e.a.krivov@gmail.com>
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Co-authored-by: whx <56632993+whx-sjtu@users.noreply.github.com>
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Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nikhil G <nrghosh@users.noreply.github.com>

Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
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Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>

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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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Signed-off-by: simon-mo <simon.mo@hey.com>

Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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Signed-off-by: Lucia Fang <fanglu@meta.com>
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Co-authored-by: youkaichao <youkaichao@gmail.com>
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Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: simon-mo <simon.mo@hey.com>

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Co-authored-by: Micah Williamson <micah.williamson@amd.com>

Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>