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[CI] Implement uploading to PyPI and GitHub in the release pipeline, enable release image building for CUDA 13.0 (#31032)

(cherry picked from commit 8e61425e)

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

Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>

Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
(cherry picked from commit bcf2333c)

Signed-off-by: Kevin H. Luu <khluu000@gmail.com>

Signed-off-by: mgoin <mgoin64@gmail.com>
(cherry picked from commit 1be5a735)

Signed-off-by: ganyi <ygan@amd.com>
(cherry picked from commit 77c16df3)

Signed-off-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
(cherry picked from commit c5891b54)

[Bugfix][ROCm][performance] Resolve the performance regression issue of the Qwen3-Next-80B-A3B-Thinking under rocm_atten (#32336)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
(cherry picked from commit e27078ea)

Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

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

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

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

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

Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>

Signed-off-by: Divakar Verma <divakar.verma@amd.com>

Signed-off-by: xuebwang-amd <xuebwang@amd.com>

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

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

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

Signed-off-by: NickLucche <nlucches@redhat.com>

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

Signed-off-by: Lucas Kabela <lucaskabela@meta.com>

Signed-off-by: NickLucche <nlucches@redhat.com>

Signed-off-by: Or Ozeri <oro@il.ibm.com>

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

Signed-off-by: ilmarkov <markovilya197@gmail.com>

Signed-off-by: lkm2835 <lkm2835@gmail.com>

Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>

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Signed-off-by: Josephasafg <ajgard7@gmail.com>

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

Signed-off-by: dafrimi <dafrimi@nvidia.com>
Signed-off-by: <>
Co-authored-by: root <root@gpu-267.slurm-workers-slurm.slurm.svc.cluster.local>
Co-authored-by: root <root@gpu-537.slurm-workers-slurm.slurm.svc.cluster.local>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: root <root@pool0-01777.cm.cluster>

Signed-off-by: Jaehyun An <steve.ai@kakaocorp.com>