Commits · 93cabc417cf88210f16ebf4b3c20b9adbe9ed83a · OpenDAS / vllm_cscc

20 Dec, 2025 4 commits

[Quantization] add marlin w4a8/w8a8 check (#31061) · 7c73ceb5
Jinzhen Lin authored Dec 21, 2025
```
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
```
7c73ceb5

[Quantization] support logical_widths for fp8 marlin (#30962) · ee52d990

Jinzhen Lin authored Dec 21, 2025

Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

ee52d990

[MoE Refactor][5/N] Isolate zero expert to LongCatFlash (#28891) · 54c89243

baonudesifeizhai authored Dec 20, 2025

Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: Dongjie Zou <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>

54c89243

[XPU] enable fp8 online streaming quantization (#30944) · 560ae963
Yan Ma authored Dec 20, 2025
```
Signed-off-by: Yan Ma <yan.ma@intel.com>
```
560ae963

19 Dec, 2025 8 commits
- [MoE Refactor][2/N] Use Modular Kernels for Fp8 (#30825) · 95befecc
  Robert Shaw authored Dec 19, 2025
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  95befecc
- [MoE Refactor][3/N] Deprecate cutlass block quant fp8 (b200) (#30990) · 83a317f6
  Robert Shaw authored Dec 19, 2025
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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  83a317f6
- [Refactor] Refactor for `DeepGemmQuantScaleFMT` using cache (#30898) · 3bd8335b
  Wentao Ye authored Dec 19, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  3bd8335b
- [Model] Add MiMo-V2-Flash support (#30836) · 969bbc7c
  Zhonghua Deng authored Dec 20, 2025
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Signed-off-by: Abatom <abzhonghua@gmail.com>
Signed-off-by: Jumiar <liuanqim10@126.com>
Signed-off-by: Zyann7 <zyann7@outlook.com>
Co-authored-by: Jumiar <liuanqim10@126.com>
Co-authored-by: Zyann7 <zyann7@outlook.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  969bbc7c
- [Quantization] fix marlin w8a8 check (#30961) · 5fbfa8d9
  Jinzhen Lin authored Dec 19, 2025
```
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
```
  5fbfa8d9
- [CustomOp][Refactor] Extract common methods for ApplyRotaryEmb CustomOp (#31021) · 23a1946e
  Shanshan Shen authored Dec 19, 2025
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Signed-off-by: shen-shanshan <467638484@qq.com>
```
  23a1946e
- [Quantization] enable compressed-tensors marlin support for turing (2) (#31008) · 9187de9f
  Jinzhen Lin authored Dec 19, 2025
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Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
```
  9187de9f
- [Quantization] enable compressed-tensors marlin support for turing (#31000) · de08b8f6
  Jinzhen Lin authored Dec 19, 2025
```
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
```
  de08b8f6
18 Dec, 2025 10 commits
- [Bug] Fix compressed tensor not using deepgemm (#30820) · 97000a2b
  Wentao Ye authored Dec 18, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  97000a2b
- tuned fused configs for B300 (#30629) · b8c477c1
  navmarri14 authored Dec 18, 2025
  
  b8c477c1
- [Perf] enable flashinfer rotary_embedding custom ops in DeepSeek rotary (#30729) · 53ad423f
  jiahanc authored Dec 18, 2025
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Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
```
  53ad423f
- fix fp8 online quantization streaming with tp > 1 (#30900) · f4ee2c3d
  Vasiliy Kuznetsov authored Dec 18, 2025
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Signed-off-by: vasiliy <vasiliy@fb.com>
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  f4ee2c3d
- [LoRA] Set default MXFP4 LoRA backend to Marlin (#30598) · 9a5e9652
  Xin Yang authored Dec 18, 2025
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Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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  9a5e9652
- [Bug] Fix batch invariant in torch 2.10 (#30907) · 66287582
  Wentao Ye authored Dec 18, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  66287582
- [moe] Use enable_chunking func (to support disabling chunking) (#29935) · 8372be28
  Ming Yang authored Dec 18, 2025
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Signed-off-by: Ming Yang <minos.future@gmail.com>
```
  8372be28
- [CPU] Refactor CPU fused MOE (#30531) · e3ab93c8
  Li, Jiang authored Dec 18, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  e3ab93c8
- [PERF] Qwen3-next. Add fp8 cutlass MoE tuned configs. `chmod -x *MI308X.json` (#29553) · 717ac33d
  Vadim Gimpelson authored Dec 18, 2025
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Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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  717ac33d
- [Quantization] Support Quark int4-fp8 w4a8 for MoE (#30071) · 0c738b58
  Bowen Bao authored Dec 17, 2025
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Signed-off-by: Bowen Bao <bowenbao@amd.com>
```
  0c738b58
17 Dec, 2025 6 commits
- [BugFix] Workspace allocation during profile run : DeepEPHighThroughput + DeepGEMM (#30899) · e3fc374a
  Varun Sundar Rabindranath authored Dec 17, 2025
  
  e3fc374a
- 2.9.1 PyTorch release update (#28495) · e06d0bf0
  Andrey Talman authored Dec 17, 2025
  
  e06d0bf0
- [Bug] Fix AttributeError: 'ColumnParallelLinear' object has no attribute... · f284d7bd
  Wentao Ye authored Dec 17, 2025
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[Bug] Fix AttributeError: 'ColumnParallelLinear' object has no attribute `weight_scale_inv` (#30823)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  f284d7bd
- CustomOp: grouped topk (#29575) · 3b1d440e
  Xinyu Chen authored Dec 17, 2025
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Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
```
  3b1d440e
- [XPU] fix broken fp8 online quantization for XPU platform (#30831) · 4f735bab
  Yan Ma authored Dec 17, 2025
```
Signed-off-by: Yan Ma <yan.ma@intel.com>
```
  4f735bab
- [Bugfix][CPU] Fix CPU backend ROPE dispatch for VL models (#30829) · 0cd53536
  Li, Jiang authored Dec 17, 2025
```
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  0cd53536
16 Dec, 2025 6 commits
- [Kernel][Quantization][MoE] add marlin kernel support for turing (sm75) (#29901) · ce96857f
  Jinzhen Lin authored Dec 17, 2025
```
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  ce96857f
- [Perf] Do FP4 quant before All gather on flashinfer trtllmgen MOE (#30014) · 254a7f8f
  jiahanc authored Dec 16, 2025
```
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
```
  254a7f8f
- [CI] Generalize gsm8k test args and add Qwen3-Next MTP B200 test (#30723) · 10ee1c64
  Michael Goin authored Dec 16, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  10ee1c64
- [TRTLLM] Remove the MoE GEMM weight name change (#30713) · ce12b407
  Ming Yang authored Dec 16, 2025
```
Signed-off-by: Ming Yang <minos.future@gmail.com>
```
  ce12b407
- [Feat] Enable eplb with default all2all backend (#30559) · 59bd5f6a
  Wentao Ye authored Dec 16, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  59bd5f6a
- [CustomOp] Extract ApplyRotaryEmb as CustomOp and unify the dispatch logic (#29873) · 3bd9c491
  Shanshan Shen authored Dec 16, 2025
```
Signed-off-by: shen-shanshan <467638484@qq.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
```
  3bd9c491
15 Dec, 2025 3 commits

Update batch invariant to use attention config (#30704) · 60dbf7d8

Matthew Bonanni authored Dec 15, 2025


Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

60dbf7d8

[MoE][Refactor 1/N] Separate Online Quantization (#30627) · d0502b49
Robert Shaw authored Dec 15, 2025
```
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
d0502b49

[Feat] Refactor for `parallel_config` in `FusedMoEModularKernel` (#30282) · 3778673e

Wentao Ye authored Dec 14, 2025


Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

3778673e

14 Dec, 2025 3 commits

[Bugfix] fix _get_quant_method of FusedMoE for deepseekV3.2 on non-NV… (#30057) · 6ecc1e41
tjp_zju authored Dec 14, 2025
```
Signed-off-by: tjp_zju <tanjianpingzju1990@gmail.com>
```
6ecc1e41

Nvidia ModelOpt workaround for issue 28072 (#30164) · 0bb0bae4

Shengliang Xu authored Dec 14, 2025


Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>

0bb0bae4

[Doc]: fixing typos in various files (#30540) · 1a55cfaf

Didier Durand authored Dec 14, 2025

Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

1a55cfaf