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Signed-off-by: zhongdaor-nv <zhongdaor@nvidia.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

[CI][MCP][Harmony] Heavy refactoring Harmony & MCP response tests and stabilizing with deterministic test infrastructure (#33949)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>

[Frontend] Support multimodal inputs for late-interaction scoring (ColQwen3) + NewModel: nvidia/nemotron-colembed (#34574)
Signed-off-by: craftsangjae <craftsangjae@gmail.com>

Signed-off-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Co-authored-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>

Signed-off-by: Xin Yang <xyangx@amazon.com>

Signed-off-by: Li Zhang <lzhanga@amazon.com>
Co-authored-by: Li Zhang <lzhanga@amazon.com>

Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>

[ROCm][Bugfix]: Only save unpadded sizes for shared_experts in MoERunner to fix rmsnorm pad fusion (#34636)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>

Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Signed-off-by: wz1qqx <ziqi.wang@novita.ai>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: wz1qqx <55830058+wz1qqx@users.noreply.github.com>
Co-authored-by: wz1qqx <ziqi.wang@novita.ai>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

Revert "[Llama4,Quantization] Simplify and generalize logic for Q/K permutations in quantized self-attn layers " (#34997)

Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

Signed-off-by: zhxchen17 <zhxchen17@fb.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

Signed-off-by: zhxchen17 <zhxchen17@fb.com>

Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>

Signed-off-by: Huamin Li <3ericli@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>

Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>

Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

Co-authored-by: Piotr Mazurek <piotr635@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

Signed-off-by: Varun Chawla <varun_6april@hotmail.com>

Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2-redhat@h100-02.nemg-001.lab.rdu2.dc.redhat.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2-redhat@h100-02.nemg-001.lab.rdu2.dc.redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>

Signed-off-by: Bowen Bao <bowenbao@amd.com>

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

Signed-off-by: Mark McLoughlin <markmc@redhat.com>

Signed-off-by: Nick Hill <nickhill123@gmail.com>

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

Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

Signed-off-by: Roger Wang <hey@rogerw.io>

Signed-off-by: yewentao256 <zhyanwentao@126.com>

Signed-off-by: Roi Koren <roik@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

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

[Llama4,Quantization] Simplify and generalize logic for Q/K permutations in quantized self-attn layers  (#34471)
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Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

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Signed-off-by: Tal Nir <tal@nervexneurotech.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>