Commits · 4f9ce35afe45a3222cbcb80dad39c6d9c3a61c6d · OpenDAS / vllm_cscc

02 Jan, 2026 3 commits
- [MoE] Fix output_shape calculation in Attention layer to handle 3D query inputs (#31596) · 6ef770df
  Andreas Karatzas authored Jan 02, 2026
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
  6ef770df
- Remove unused `use_marlin` variable in `Mxfp4MoEMethod` (#31549) · 1f43c121
  Vaibhav Sourirajan authored Jan 02, 2026
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Signed-off-by: vaibhav sourirajan <vs2787@columbia.edu>
```
  1f43c121
- [Bugfix] Fix activation quantization for compressed-tensors W4A16 (#31572) · ca179d0f
  Tmn07 authored Jan 02, 2026
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Signed-off-by: Tmn07 <tmn0796@gmail.com>
```
  ca179d0f
30 Dec, 2025 1 commit
- [BugFix] add select_gemm_impl on CompressedTensorsWNA16MoEMethod to support LoRA (#31453) · 07728bf5
  JartX authored Dec 30, 2025
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Signed-off-by: JartX <sagformas@epdcenter.es>
```
  07728bf5
29 Dec, 2025 2 commits

[Bugfix][ROCm] Fix Static Quant Issue (#31502) · 56f51625

Robert Shaw authored Dec 29, 2025


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>

56f51625

[MoE Refactor][12/N] Marlin Fp8 MoE Pure Function (#31499) · 9152a30d
Robert Shaw authored Dec 29, 2025
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
9152a30d

27 Dec, 2025 1 commit
- [MoE Refactor][10/N] Cleanup Fp8 Process Weights After Loading (#31169) · 727c41f3
  Robert Shaw authored Dec 27, 2025
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  727c41f3
24 Dec, 2025 2 commits
- [Bugfix] Remove dead `block_quant_to_tensor_quant` function (#31294) · 506eb0f4
  ゆり authored Dec 25, 2025
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Co-authored-by: yurekami <yurekami@users.noreply.github.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
```
  506eb0f4
- [Bugfix][Hardware][AMD] Fix FP8 dtype in silu_mul quantization (#31179) · 66c98874
  Kevin McKay authored Dec 24, 2025
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Signed-off-by: c0de128 <kevin.mckay@outlook.com>
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  66c98874
23 Dec, 2025 1 commit
- Revert "[SM100] Enable fp8 compute for prefill MLA (#30746)" (#31197) · 3e102623
  Pavani Majety authored Dec 22, 2025
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Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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  3e102623
22 Dec, 2025 4 commits
- [MoE Refactor][7/N] AITER MK (#31102) · b57b9673
  Robert Shaw authored Dec 22, 2025
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  b57b9673
- [SM100] Enable fp8 compute for prefill MLA (#30746) · b10f41c8
  Pavani Majety authored Dec 22, 2025
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Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  b10f41c8
- [Bugfix][ROCm] Fix typo: is_linear_fp8_enaled -> is_linear_fp8_enabled (#31109) · cf8eed7b
  Kevin McKay authored Dec 21, 2025
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Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
```
  cf8eed7b
- [Feature]: Support NVIDIA ModelOpt HF FP8 variants FP8_PER_CHANNEL_PER_TOKEN... · 19cc9468
  CedricHuang authored Dec 22, 2025
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[Feature]: Support NVIDIA ModelOpt HF FP8 variants FP8_PER_CHANNEL_PER_TOKEN and FP8_PB_WO  in vLLM (#30957)
```
  19cc9468
21 Dec, 2025 1 commit
- [MoE Refactor][4/N] Marlin Fp8 Mk (#31036) · b471092d
  Robert Shaw authored Dec 21, 2025
  
  b471092d
20 Dec, 2025 4 commits

[Quantization] add marlin w4a8/w8a8 check (#31061) · 7c73ceb5
Jinzhen Lin authored Dec 21, 2025
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Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
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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
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Signed-off-by: Yan Ma <yan.ma@intel.com>
```
560ae963

19 Dec, 2025 7 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>
```
  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
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Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
```
  5fbfa8d9
- [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 4 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
- 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>
```
  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>
```
  9a5e9652
- [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 2 commits
- [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
- [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
16 Dec, 2025 4 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
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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
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Signed-off-by: Ming Yang <minos.future@gmail.com>
```
  ce12b407
15 Dec, 2025 2 commits

[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 2 commits
- [Bugfix] fix _get_quant_method of FusedMoE for deepseekV3.2 on non-NV… (#30057) · 6ecc1e41
  tjp_zju authored Dec 14, 2025
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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