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[torch.compile] Don't do the fast moe cold start optimization if there is speculative decoding (#33624)
Signed-off-by: Richard Zou <zou3519@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
(cherry picked from commit 5eac9a1b)

Signed-off-by: Richard Zou <zou3519@gmail.com>
(cherry picked from commit d9aa39a3)

Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: i-zhangmingming <i-zhangmingming@stepfun.com>
Co-authored-by: xiewuxun <xiewuxun@stepfun.com>
Co-authored-by: zetaohong <i-hongzetao@stepfun.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
(cherry picked from commit c3b40dc3)

[fix][torch.compile] Fix cold-start compilation time increase by adding kv cache update to splitting ops (#33441)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Richard Zou <zou3519@gmail.com>
(cherry picked from commit 15f40b20)

Signed-off-by: Richard Zou <zou3519@gmail.com>

Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

Signed-off-by: Hongjian Zhang <zhanghongjian@xiaohongshu.com>
Signed-off-by: Xingran Wang <wangxingran123456@outlook.com>
Co-authored-by: Xingran Wang <wangxingran123456@outlook.com>

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

Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>

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

Signed-off-by: Alex Sun <alex.s@amd.com>

Signed-off-by: Ifta Khairul Alam Adil <ikaadil007@gmail.com>
Signed-off-by: Ifta khairul Alam Adil <25082512+ikaadil@users.noreply.github.com>

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

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

Signed-off-by: whx-sjtu <2952154980@qq.com>

Signed-off-by: ganyi <ygan@amd.com>

Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>

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

[Attention][MLA] Make FLASHINFER_MLA the default MLA backend on Blackwell, and TRTLLM the default prefill (#32615)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>

Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Yuxuan Zhang <2448370773@qq.com>

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

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

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

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

[Attention][MLA] Make `FLASHINFER_MLA` the default MLA backend on Blackwell, and TRTLLM the default prefill (#32339)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

Signed-off-by: Tianchen Ding <dtcccc@linux.alibaba.com>

Signed-off-by: dolpm <34420038+dolpm@users.noreply.github.com>

Signed-off-by: sanghol <sanghol@allenai.org>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

Signed-off-by: yiliu30 <yi4.liu@intel.com>

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

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

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

Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>

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

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