Commits · 699bca76c00b81ba6c7ead38fed01712f5f56aa1 · OpenDAS / vllm_cscc

"vllm/model_executor/models/gemma.py" did not exist on "27f1410d065ceca53a07abd2518082eb25228e4f"

25 Nov, 2025 1 commit
- [UX] Raise error for attn backend of batch invariant (#29348) · 699bca76
  Wentao Ye authored Nov 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  699bca76
24 Nov, 2025 2 commits
- [Bugfix] Only use triton_kernels for MXFP4 on SM90 and SM100 (#29339) · c17610e2
  Michael Goin authored Nov 24, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  c17610e2
- [MoE][Refactor] Make select_experts a non-static method (#29067) · 8f066146
  bnellnm authored Nov 24, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
  8f066146
23 Nov, 2025 1 commit

[Fix] Add SM check to flashinfer MOE backend (#29144) · 5f96c00c

jiahanc authored Nov 22, 2025


Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

5f96c00c

22 Nov, 2025 5 commits
- chore: add RTX_PRO_6000 GLM4.6-FP8 kernel tuning (#29240) · f55c76c2
  Federico authored Nov 22, 2025
  
  f55c76c2
- [tiny] Remove unsupported TRITON_MLA backend from batch invariance (#28832) · 5f7209a7
  Bram Wasti authored Nov 22, 2025
```
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  5f7209a7
- Handle triton kernel import exception (#29062) · 988ee66b
  jinghanhu authored Nov 22, 2025
  
  988ee66b
- Add fused MoE config for H200 E160 N192 fp8 (#29182) · 052950e5
  FlintyLemming authored Nov 22, 2025
```
Signed-off-by: FlintyLemming <admin@flinty.moe>
```
  052950e5
- [Model][Qwen3VL] Tune Triton w8a8 block fp8 kernel for L40s (#29217) · d045e22d
  Lukas Geiger authored Nov 22, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  d045e22d
21 Nov, 2025 10 commits

[BugFix] EPLB + B200 + DeepGEMM : Handle column-major scales tensor (#29162) · 3137991f
Varun Sundar Rabindranath authored Nov 21, 2025
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
3137991f

[BugFix] Make sure to allocate worst case MoE workspace during profile run in... · 1840c5cb

Lucas Wilkinson authored Nov 21, 2025


[BugFix] Make sure to allocate worst case MoE workspace during profile run in the DP + EP case (#27426)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>

1840c5cb

Add TRTLLM MoE NVFP4 kernel to CompressedTensorsW4A4MoeMethod (#28892) · b4c8fbaa

Mingyuan Ma authored Nov 21, 2025


Signed-off-by: mingyuanm <mingyuanm@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

b4c8fbaa

[CI/Build][Kernel][AMD] Move extra dim to after load in _fwd_kv_parallel in... · e99e4673

rasmith authored Nov 21, 2025


[CI/Build][Kernel][AMD] Move extra dim to after load in _fwd_kv_parallel in lighting_attn.py (#29132)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>

e99e4673

[Log] Optimize startup log (#28948) · a42ab317

Wentao Ye authored Nov 21, 2025


Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>

a42ab317

Upstream triton fp4 weight preshuffle (#28888) · b7f1f490

Aleksandr Malyshev authored Nov 21, 2025


Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>

b7f1f490

[V0 deprecation] Remove more V0 references (#29088) · aab0102a
Cyrus Leung authored Nov 21, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
aab0102a
[ROCm] Fix for import when building with upstream triton for gfx1100 for gpt-oss serving (#29127) · 3f5f36da
Hongxia Yang authored Nov 20, 2025
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Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
```
3f5f36da
[Bug] Fix torch warning of tf32 usage (#29112) · e1eefa4c
Wentao Ye authored Nov 20, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
e1eefa4c

[Feature] Shared Experts Overlap with FI deepgemm swap kernel, 2.2% throughput... · df44df01

Wentao Ye authored Nov 20, 2025


[Feature] Shared Experts Overlap with FI deepgemm swap kernel, 2.2% throughput improvement and 3.6% TTFT improvement (#28879)
Signed-off-by: yewentao256 <zhyanwentao@126.com>

df44df01

20 Nov, 2025 3 commits
- Add truncate arg to yarn to match openai implementation of gpt-oss (#28244) · 6eb745d9
  Anna Shors authored Nov 20, 2025
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Signed-off-by: ashors1 <ashors@nvidia.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
```
  6eb745d9
- [Bug] Fix torch dynamo warning Dynamo detected a call to a `functools.lru_cache` (#29038) · 2c52c7fd
  Wentao Ye authored Nov 20, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  2c52c7fd
- Consolidate Nvidia ModelOpt quant config handling for all quantization methods (#28076) · a8c53682
  Shengliang Xu authored Nov 19, 2025
```
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
```
  a8c53682
19 Nov, 2025 16 commits

[Refactor] Optimize `select_experts` (#28069) · 5031cd5d
Wentao Ye authored Nov 19, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
5031cd5d
[Feature] EPLB on Qwen3VLMoe and CompressedTensorsWNA16MoEMethod (#28849) · 8e38e998
JartX authored Nov 20, 2025

8e38e998
[Bugfix] Move flashinfer kernel check into ```__init__``` function of ```FusedMoE``` (#29018) · cb0a7b4b
Max Hu authored Nov 19, 2025
```
Signed-off-by: Max Hu <hyoung2991@gmail.com>
```
cb0a7b4b
[DeepSeek] Fix DeepSeek V3.2 Rope Embedding (#28968) · 88f5b19f
Yongye Zhu authored Nov 19, 2025
```
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
```
88f5b19f

[MoE] Nvfp4 Masked Gemm: Add flashinfer grouped_gemm_nt_masked (#25990) · 613abb50

Shu Wang authored Nov 19, 2025


Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

613abb50

[Bug] Fix Batch Invariant MLA test (#28967) · 1607e664
Wentao Ye authored Nov 19, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
1607e664

[Feature] Prefill Context Parallel (PCP) basic support (#28718) · 2fd893b4

Qiu authored Nov 20, 2025


Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
Signed-off-by: LookAround <lixushi@huawei.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: FENP <yuanyongjie.yyj@antgroup.com>
Co-authored-by: LookAround <lixushi@huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>

2fd893b4

[Bugfix] Fix precision corruption when shared_experts_stream=None (#28942) · 9d2d5612
杰兮 authored Nov 20, 2025
```
Signed-off-by: zhyajie <yajizhan@amd.com>
Co-authored-by: zhyajie <yajizhan@amd.com>
```
9d2d5612
[Kernels] Improve H200 Fused MoE Config (#28992) · fe69f331
Robert Shaw authored Nov 19, 2025
```
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
fe69f331
Update `rope_scaling` to `rope_parameters` in preparation for Transformers v5 (#28542) · a8b70304
Harry Mellor authored Nov 19, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
a8b70304

[Model][Mamba] Add selector for mamba attention backend and make it pluggable... · d44e9df7

Shanshan Shen authored Nov 20, 2025


[Model][Mamba] Add selector for mamba attention backend and make it pluggable for other device (#26487)
Signed-off-by: shen-shanshan <467638484@qq.com>

d44e9df7

[Feat][Perf] Enable deepep-low-latency with round-robin expert placement. (#28449) · da2f6800

Chen Bruce authored Nov 19, 2025


Signed-off-by: bruceszchen <bruceszchen@tencent.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

da2f6800

[Bugfix] Fix FusedMoEModularKernel for triton backend (#28913) · 468a8d72
Xin Yang authored Nov 18, 2025
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
```
468a8d72
[CPU] Refactor CPU WNA16 (#28826) · 20852c8f
Li, Jiang authored Nov 19, 2025
```
Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
20852c8f

[Hybrid][torch.compile] Refactor mamba2 forward to avoid obscuring linear... · 1395461f

tomeras91 authored Nov 19, 2025


[Hybrid][torch.compile] Refactor mamba2 forward to avoid obscuring linear projections under custom op (#28587)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>

1395461f

[Build] Add OpenAI triton_kernels (#28788) · 9912b8cc

Varun Sundar Rabindranath authored Nov 18, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

9912b8cc

18 Nov, 2025 2 commits

[Models] Replace all `nn.Conv2d` with vLLM's Conv2dLayer (#28842) · e4bb2684
Isotr0py authored Nov 19, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
e4bb2684

[Model] Add Gemma3 GGUF multimodal support (#27772) · c2612371

Luciano Martins authored Nov 18, 2025

Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

c2612371