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Signed-off-by: mgoin <mgoin64@gmail.com>

Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

[Bug] Enforce contiguous input for `dynamic_scaled_fp8_quant` and `static_scaled_fp8_quant` (#21773)
Signed-off-by: yewentao256 <zhyanwentao@126.com>

Signed-off-by: shuw <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

Signed-off-by: Alexander Matveev <amatveev@redhat.com>

Signed-off-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

Signed-off-by: yan <yan.ma@intel.com>

Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>

Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
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Signed-off-by: ilmarkov <imarkov@redhat.com>
Signed-off-by: Haoyang Li <Haoyang.Li@amd.com>
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Signed-off-by: yewentao256 <zhyanwentao@126.com>

Signed-off-by: yewentao256 <zhyanwentao@126.com>
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Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>

Signed-off-by: mgoin <mgoin64@gmail.com>

Signed-off-by: Luka Govedič <lgovedic@redhat.com>
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Signed-off-by: Randall Smith <Randall.Smith@amd.com>

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Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>

Signed-off-by: simon-mo <simon.mo@hey.com>

[ModelOpt] Introduce VLLM_MAX_TOKENS_PER_EXPERT_FP4_MOE env var to control blockscale tensor allocation (#18160)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>

Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>

Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support (#11844)

Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>

Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>

Signed-off-by: Yong Hoon Shin <yhshin@meta.com>

Signed-off-by: evian <eviantai@u.nus.edu>
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Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
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Co-authored-by: Isotr0py <2037008807@qq.com>

Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>

Signed-off-by: Randall Smith <Randall.Smith@amd.com>

Signed-off-by: 苏政渊 <suzhengyuan@moonshot.cn>
Co-authored-by: 苏政渊 <suzhengyuan@moonshot.cn>

Signed-off-by: kaixih <kaixih@nvidia.com>