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update weights_not_loaded and flash_mla_with_kvcache
update paged_mqa_logits

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
(cherry picked from commit 19c58339)

Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
(cherry picked from commit d2dc5dfc)

Signed-off-by: sarathc-cerebras <sarath.chandran@cerebras.net>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
(cherry picked from commit 28d15ab5)

Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
(cherry picked from commit 11a89cf9)

Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
(cherry picked from commit 30bb19a7)

(cherry picked from commit 74a1ac38)

(cherry picked from commit e3fc374a)

Signed-off-by: NickLucche <nlucches@redhat.com>
(cherry picked from commit 9ca8cb38)

Signed-off-by: Yan Ma <yan.ma@intel.com>
(cherry picked from commit 4f735bab)

Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
(cherry picked from commit 0cd53536)

Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
(cherry picked from commit 00a8d762)

修复CompressedTensorsLinearMethod中的w4a16的冲突问题
feat(moe): add Marlin W16A16 fused MoE behind VLLM_USE_MARLIN_W16A16_MOE
replace the fp8_mqa_logits and fp8_paged_mqa_logits interfaces in deepgemm with mqa_logits and paged_mqa_logits from lightop

Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
(cherry picked from commit 2410132b)