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Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>

Co-authored-by: jianan-gu <jianan.gu@intel.com>
Co-authored-by: YanbingJiang <yanbing.jiang@intel.com>

[bugifx] QWen-1M context support[2/3] using current cuda stream in the DCA's kernel for bugfix. (#8611)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: sa-buc <linzhu.ht@w32d09270.cloud.sqa.na131>

Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
Co-authored-by: Ke Bao <ispobaoke@gmail.com>

Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
Co-authored-by: JieXin Liang <Alcanderian@users.noreply.github.com>

[sgl-kernel performace] fix fp8 quant kernels dispatch __nv_fp8_e4m3 bug to improve performance 10%-20% (#8499)
Co-authored-by: Ke Bao <ispobaoke@gmail.com>

Co-authored-by: Zhang Kaihong <zhangkaihong.zkh@alibaba-inc.com>

[AMD] Add silu_and_mul, gelu_and_mul, gelu_tanh_and_mul, and gelu_quick kernels for AMD GPUs (#7135)
Co-authored-by: yiakwy-xpu-ml-framework-team <961186938@qq.com>
Co-authored-by: HAI <hixiao@gmail.com>

Signed-off-by: Haoyang Li <Haoyang.Li@amd.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>

Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>

[CPU]convert topk_weights to fp32 for INT8 and FP8 paths (for llama4) and fix LmHead weight pack (#7818)