GitLab

[fix]修复GLM mtp精度问题

See merge request dcutoolkit/deeplearing/vllm!518

qwen3.py合入fused_morpe

See merge request dcutoolkit/deeplearing/vllm!516

feat(moe): 修复 shared_output 透传被覆盖并兼容 torch.compile 启动路径

See merge request dcutoolkit/deeplearing/vllm!517

移除 forward 中对 experts.use_overlapped/_shared_experts 的状态改写，避免 torch.compile 启动期 shared/non-shared 路径不一致
FusedMoE.forward_impl 仅在 shared_output 为空时计算 shared experts，防止透传值被本地重算覆盖

x接入mla_cat算子仅在nmz和kvcache-fp8情况下生效，默认关闭，开启需要export VLLM_USE_CAT_MLA=1

See merge request dcutoolkit/deeplearing/vllm!513

fix prompt_is_reasoning_end_arr not defined

See merge request dcutoolkit/deeplearing/vllm!515

feat(deepseek-moe): 接入 VLLM_USE_LIGHTOP_MOE_SUM_MUL_ADD 融合链路

See merge request dcutoolkit/deeplearing/vllm!485

  新增环境变量 VLLM_USE_LIGHTOP_MOE_SUM_MUL_ADD 用于控制
  fused sum+mul+add 开关。
  在 DeepseekV2MoE 中增加 fused 路径，预计算 shared_output，并下传 iqis 与 routed_scaling_factor。
  扩展 FusedMoE/SharedFusedMoE 及相关 custom op 接口，统一透传 i_q/i_s/shared_output/routed_scaling_factor。
  同步适配 Triton、Marlin W16A16、SlimQuant W4A8、CompressedTensors W8A8 等实现，支持在内核侧完成 sum+mul+add。

feat:支持mqa的fp8实现

See merge request dcutoolkit/deeplearing/vllm!514

feat:接入VLLM_USE_FUSED_FILL_RMS_CAT优化

See merge request dcutoolkit/deeplearing/vllm!512

[perf]默认使用full graph

See merge request dcutoolkit/deeplearing/vllm!511

[perf]消除sparse mla build时的拷贝调度空泡

See merge request dcutoolkit/deeplearing/vllm!510

add fa unified attn 导入判断

See merge request dcutoolkit/deeplearing/vllm!509

invoke flash_attn in the Qwen2AudioEncoder (transformers)

See merge request dcutoolkit/deeplearing/vllm!508

fix: resolve block_shape conflicts between DeepEP MoE and non-DeepEP quantization

See merge request dcutoolkit/deeplearing/vllm!507

Merge v0.15.1-dev-pd into v0.15.1-dev

See merge request dcutoolkit/deeplearing/vllm!506

Fix Qwen3/Qwen3.5 Reasoning Parser  (#34779)

See merge request dcutoolkit/deeplearing/vllm!504

perf: GLM4.7增加MOE调用rmsQuant, fix: 修掉fused_moe向后传递None导致的报错

See merge request dcutoolkit/deeplearing/vllm!505

Add FA Unified Attention 2D

See merge request dcutoolkit/deeplearing/vllm!501

[feat]deepseek mtp支持pp模式

See merge request dcutoolkit/deeplearing/vllm!503