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(cherry picked from commit e3fc374a)

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

Signed-off-by: jiang1.li <jiang1.li@intel.com>
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(cherry picked from commit 0cd53536)

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

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(cherry picked from commit 3bd9c491)

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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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[CI/Build][Kernel][BugFix][AMD] Fix per_token_group_quant_fp8 to use correct fp8 min/max values and update atol/rtol in test_quantfp8_group_functionality  (#30292)
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[Rocm][torch.compile] Adding layernorm + fp8 block quant and silu + fp8 block quant for Aiter (#25693)
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