Commits · 0f2f24c8b205b5bf2dadacf1f95f1ad9f7de73e0 · OpenDAS / vllm_cscc

26 Feb, 2026 1 commit
- [MoE Refactor] MXFP4 Cutlass Experts to MK (#34542) · 1976356e
  Yongye Zhu authored Feb 25, 2026
```
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
```
  1976356e
20 Feb, 2026 1 commit

[Minor] Add logging when using MXFP4 MXFP8 TRTLLM backend (#34916) · 05977923

Frank Wang authored Feb 19, 2026

Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

05977923

18 Feb, 2026 1 commit

[MoE Refactor] Convert mxfp4 marlin into modular kernel format (#34588) · 40da9625

Yongye Zhu authored Feb 18, 2026


Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

40da9625

12 Feb, 2026 1 commit
- [Refactor] Replace `activation: str` with `MoEActivation` enum (#33843) · ff1f83b0
  Michael Goin authored Feb 11, 2026
```
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
```
  ff1f83b0
11 Feb, 2026 3 commits
- [Docs] Reduce time spent generating API docs (#34255) · 40b8f553
  Harry Mellor authored Feb 11, 2026
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  40b8f553
- [XPU][9/N] clean up existing ipex code/doc (#34111) · cb9574eb
  Kunshang Ji authored Feb 11, 2026
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  cb9574eb
- [MoE Refactor] Introduce MoERunner abstraction and move execution logic from... · d1481ba7
  bnellnm authored Feb 10, 2026
```
[MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344)
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  d1481ba7
10 Feb, 2026 1 commit

[ROCm][Quantization] GPT_OSS in amd-quark format model loading and emulations (#29008) · b129136c

xuebwang-amd authored Feb 10, 2026


Signed-off-by: xuebwang-amd <xuebwang@amd.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>

b129136c

06 Feb, 2026 1 commit
- [XPU][4/N] add mxfp4 moe model support (#33679) · 7439e4f4
  Kunshang Ji authored Feb 06, 2026
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  7439e4f4
05 Feb, 2026 1 commit
- [Moe Refactor] Make Inplace Flag for FusedMoEModularKernel part of the constructor (#33375) · a57c8228
  bnellnm authored Feb 05, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
  a57c8228
30 Jan, 2026 1 commit

[Misc] Replace Optional[X] with X | None syntax (#33332) · 1a7894db

杨朱 · Kiki authored Jan 30, 2026


Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>

1a7894db

28 Jan, 2026 1 commit
- [ez] Remove checks for torch version <= 2.8 (#33209) · 4197168e
  Angela Yi authored Jan 28, 2026
```
Signed-off-by: angelayi <yiangela7@gmail.com>
```
  4197168e
27 Jan, 2026 1 commit
- [5/N][Attention] Finish eliminating `vllm/attention` folder (#32064) · a608b4c6
  Matthew Bonanni authored Jan 27, 2026
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  a608b4c6
26 Jan, 2026 1 commit
- [Bugfix][MXFP4] Call `trtllm_fp4_block_scale_moe` with kwargs (#33104) · 8caffd92
  Pengchao Wang authored Jan 26, 2026
```
Signed-off-by: Pengchao Wang <wpc@fb.com>
```
  8caffd92
22 Jan, 2026 1 commit
- [MoE Refactor] Move `select_experts` from `FusedMoEQuantMethod` -> `FusedMoE` (#31996) · dc917cce
  bnellnm authored Jan 22, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  dc917cce
21 Jan, 2026 2 commits
- Bump Flashinfer to v0.6.1 (#30993) · 808d6fd7
  elvischenv authored Jan 22, 2026
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Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  808d6fd7
- [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) · 42135d68
  Robert Shaw authored Jan 21, 2026
  
  42135d68
18 Jan, 2026 1 commit
- [MoE Refactor] Separate Router into OO Classes (#30623) · 327a02d8
  bnellnm authored Jan 18, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  327a02d8
08 Jan, 2026 1 commit
- [Misc][Refactor] Add FusedMoERouter object (#30519) · e74698c2
  bnellnm authored Jan 08, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  e74698c2
07 Jan, 2026 1 commit

[Misc] Improve error messages for unsupported types and parameters (#30593) · 0790f076

BlankR authored Jan 07, 2026


Signed-off-by: BlankR <hjyblanche@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

0790f076

02 Jan, 2026 1 commit
- Remove unused `use_marlin` variable in `Mxfp4MoEMethod` (#31549) · 1f43c121
  Vaibhav Sourirajan authored Jan 02, 2026
```
Signed-off-by: vaibhav sourirajan <vs2787@columbia.edu>
```
  1f43c121
20 Dec, 2025 1 commit

[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

18 Dec, 2025 1 commit

[LoRA] Set default MXFP4 LoRA backend to Marlin (#30598) · 9a5e9652

Xin Yang authored Dec 18, 2025


Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

9a5e9652

13 Dec, 2025 1 commit

[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484) · 4fa7ce46

Roberto L. Castro authored Dec 13, 2025

Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

4fa7ce46

09 Dec, 2025 1 commit

[MoE][Refactor] Remove most arguments to FusedMoEMethodBase.apply (#29066) · 00e5cbb9

bnellnm authored Dec 09, 2025

Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>

00e5cbb9

30 Nov, 2025 1 commit

[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708) · a491b091

Xin Yang authored Nov 29, 2025


Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

a491b091

29 Nov, 2025 1 commit

[Kernel][Quantization] add w4a8 support for marlin kernel (#24722) · 1656ad37

Jinzhen Lin authored Nov 29, 2025


Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>

1656ad37

28 Nov, 2025 2 commits
- Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697) · 3fd1fb0b
  Huamin Li authored Nov 28, 2025
```
Signed-off-by: Huamin Li <3ericli@gmail.com>
```
  3fd1fb0b
- [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971) · 745a3bae
  Xin Yang authored Nov 27, 2025
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  745a3bae
27 Nov, 2025 1 commit
- [Attention] Update attention imports (#29540) · fc1d8be3
  Matthew Bonanni authored Nov 27, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  fc1d8be3
25 Nov, 2025 1 commit
- Change warning logs to debug for unimplemented MXFP4 Linear/Attention (#29441) · 7df02897
  Michael Goin authored Nov 25, 2025
```
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  7df02897
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
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  8f066146
19 Nov, 2025 1 commit
- [Bugfix] Fix FusedMoEModularKernel for triton backend (#28913) · 468a8d72
  Xin Yang authored Nov 18, 2025
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  468a8d72
17 Nov, 2025 1 commit
- [Bugfix] Fix GPT-OSS on AMD after #28603 (#28816) · f8b19c0f
  Zhewen Li authored Nov 17, 2025
```
Signed-off-by: zhewenli <zhewenli@meta.com>
```
  f8b19c0f
13 Nov, 2025 1 commit
- [BugFix] Fix type error when assign a trition kernel tensor to a torch.nn.Parameter (#28603) · 5e973209
  Zijing Liu authored Nov 13, 2025
```
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
```
  5e973209
12 Nov, 2025 1 commit
- Fix pre-commit (and XPU) on `main` (#28556) · 54aecd9e
  Harry Mellor authored Nov 12, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  54aecd9e
11 Nov, 2025 3 commits
- [Bugfix] Disable shared expert overlap if Marlin MoE is used (#28410) · e5f599d4
  Michael Goin authored Nov 11, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  e5f599d4
- [Quantization] fix attention quantization of gpt_oss model (#27334) · 5a1271d8
  xuebwang-amd authored Nov 12, 2025
```
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
```
  5a1271d8
- [Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064) · a1448b4b
  bnellnm authored Nov 11, 2025
  
  a1448b4b