GitLab

fix: 修复 expanded sampling metadata 对 numpy/array-like 输入不兼容导致崩溃   perf(fused-moe): 预打包 Marlin W16A16 MoE 权重，降低 warmup 显存峰值

See merge request dcutoolkit/deeplearing/vllm!357

  - 在 post-load hook 中对 w13/w2 做 per-expert Marlin pack，并替换为 packed 参数
  - Marlin fast path 仅接受 packed 权重；未预打包则 fail fast，避免运行时 packing 峰值/不确定性
  - 更新 Marlin wrapper 的入参与 shape 推导（从 packed layout 计算 K/N）

Remove print.

See merge request dcutoolkit/deeplearing/vllm!356

feat: Support enable rms quant and shared expert overlap at same time.

See merge request dcutoolkit/deeplearing/vllm!352

fix：更新 Marlin W16A16 MoE 中支持的断言消息

See merge request dcutoolkit/deeplearing/vllm!349

解决custom allreduce在dp情况下的其服务错误问题

See merge request dcutoolkit/deeplearing/vllm!348

  - repeat_counts/CPU 元数据为 numpy/array-like 时会在 repeat_interleave/.to() 崩溃
  - 统一转换为 CPU torch.Tensor 后再扩展并拷到 GPU

DS量化模型重构atten和moe调用rmsquant融合逻辑。

See merge request dcutoolkit/deeplearing/vllm!345

bugfix: Fix the startup crash issue of the service when USE_FUSED_RMS_QUANT=1

See merge request dcutoolkit/deeplearing/vllm!344

fix: 修复deepseek在PP>1开chunkprefill精度问题

See merge request dcutoolkit/deeplearing/vllm!342

feat: enable shared expert overlap.

See merge request dcutoolkit/deeplearing/vllm!339

feat：为 GLM4 和 Llama 模型新增 MultiModalConfigProxy，以支持扁平配置与嵌套的多模态配置（text_config）

See merge request dcutoolkit/deeplearing/vllm!336

合并deepep的auto模式分支"

See merge request dcutoolkit/deeplearing/vllm!335

V0.9.2 dev pdncclinit

See merge request dcutoolkit/deeplearing/vllm!333

fix: 只有当kv block中不含有MTP的假数据时才会被cached，以修复cache_full_blocks同一个kv block保存两次的bug

See merge request dcutoolkit/deeplearing/vllm!331

perf: 加速 v1 InputBatch.add_request 的 token_ids 拷贝

See merge request dcutoolkit/deeplearing/vllm!330

新增环境变量开关 VLLM_V1_FAST_TOKEN_ID_COPY（默认关闭）。开启后在 CachedRequestState 中缓存 prompt_token_ids 的 np.int32，并在 add_request 里用 np.copyto 写入 token_ids_cpu，避免长 prompt 场景反复 list->NumPy 转换开销（尤其是抢占/反复进出 batch 时）

perf: DS-量化模型融合qa和kva的gemm

See merge request dcutoolkit/deeplearing/vllm!329

fix: chunk-prefill生成的token被错误返回

See merge request dcutoolkit/deeplearing/vllm!327

[feat]解决deepep auto模式 mtp >1 时卡住

See merge request dcutoolkit/deeplearing/vllm!326

This reverts commit 059b1961.