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Co-authored-by: ronnie_zheng <zl19940307@163.com>

Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
Co-authored-by: Cheng Wan <cwan@x.ai>
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>

[torch.compile bug] avoid biased_grouped_topk_impl func repeatedly triggering `torch.compile` in forward pass (#8353)

Co-authored-by: ichernob <ichernobnn@gmail.com>
Co-authored-by: liupeng <liupeng374@huawei.com>

Co-authored-by: ispobock <ispobaoke@gmail.com>
Co-authored-by: zhyncs <me@zhyncs.com>

Co-authored-by: Maksim <makcum888e@mail.ru>
Co-authored-by: VDV1985 <vladdv85@mail.ru>

Co-authored-by: Wu, Chunyuan <chunyuan.wu@intel.com>
Co-authored-by: jianan-gu <jianan.gu@intel.com>
Co-authored-by: sdp <sdp@gnr799219.jf.intel.com>

Set `num_fused_shared_experts` as `num_shared_experts` when shared_experts fusion is not disabled (#6736)

Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca>

Co-authored-by: Yineng Zhang <me@zhyncs.com>