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修复vit attn的导入问题，以及w4a16的gptq的接口问题

See merge request dcutoolkit/deeplearing/vllm!395

修复了awq的shape的bug，以及兼容了lmslim注册导入的的情况

See merge request dcutoolkit/deeplearing/vllm!394

Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
(cherry picked from commit 136c499f)

Signed-off-by: NickLucche <nlucches@redhat.com>
(cherry picked from commit ea6102b8)

Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
(cherry picked from commit 444e2e7e)

Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
(cherry picked from commit 8ebf271b)

Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
(cherry picked from commit 965765ae)

[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>

区分pcie和hglink custom allreduce的使用
vllm：export VLLM_CUSTOM_CACHE=1
dtk：export HIP_KERNEL_EVENT_SYSTENFENCE=1

set VLLM_USE_FUSED_RMS_ROPE=1
add SUPPORT_MOE_MARLIN_W16A16 to use moe marlin on bw
support fa kvcache fp8 (todo: add VLLM_USE_QUERY_QUANT to not use q quant)
update moe_align_block_size

fix _forward_encoder_attention
remove medusa
set VLLM_PCIE_USE_CUSTOM_ALLREDUCE=1

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>

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

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

Signed-off-by: Andrew Bennett <potatosaladx@meta.com>

Signed-off-by: Sanghoon Yoon <seanyoon@kakao.com>

Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>

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

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