Commits · 2cdf92228cfcaa7a3829b557bb4656ec2aeaa599 · OpenDAS / vllm_cscc

12 Mar, 2026 1 commit

[Feature]: Remove Chunking From FusedMoE (#34086) · 2cdf9222

Xinan Miao authored Mar 13, 2026


Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Southwest <1403572259@qq.com>
Signed-off-by: southwest <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>

2cdf9222

05 Mar, 2026 1 commit
- [Hardware] Replace `torch.cuda.synchronize()` api with `torch.accelerator.synchronize` (#36085) · 66a22096
  Kunshang Ji authored Mar 05, 2026
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Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  66a22096
03 Mar, 2026 1 commit

[MoE Refactor] Create MK for TRTLLM Kernels (#32564) · 97995f63

Robert Shaw authored Mar 03, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>

97995f63

12 Feb, 2026 1 commit
- [Refactor] Replace `activation: str` with `MoEActivation` enum (#33843) · ff1f83b0
  Michael Goin authored Feb 11, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
```
  ff1f83b0
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
21 Jan, 2026 1 commit
- [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
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Signed-off-by: Bill Nell <bnell@redhat.com>
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  327a02d8
16 Jan, 2026 1 commit

[Feat] Support non-gated MoE with Marlin, NVFP4 CUTLASS, FP8, INT8, compressed-tensors (#32257) · c277fbdf

TomerBN-Nvidia authored Jan 16, 2026


Signed-off-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Tomer Natan <tbarnatan@ipp1-1429.ipp1a1.colossus.nvidia.com>

c277fbdf

08 Jan, 2026 1 commit
- [MoE Refactor][15/N] Apply Refactor to Fp8 (#31415) · 5dcd7ef1
  Robert Shaw authored Jan 07, 2026
  
  5dcd7ef1
05 Jan, 2026 1 commit
- [Platform] Deprecate seed_everything (#31659) · bb4337b3
  wangxiyuan authored Jan 05, 2026
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Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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  bb4337b3
12 Dec, 2025 1 commit
- [Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532) · 3e41992f
  Lucas Wilkinson authored Dec 12, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  3e41992f
15 Nov, 2025 1 commit
- [Misc] Make `SchedulerConfig.max_model_len` init-only (#28733) · 638e4196
  Cyrus Leung authored Nov 15, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  638e4196
30 Oct, 2025 1 commit

kernels/moe test pruning (#27053) · b8c48c5d

Fardin Hoque authored Oct 29, 2025


Signed-off-by: Fardin Hoque <kfhfar@amazon.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

b8c48c5d

12 Oct, 2025 1 commit
- Update `Optional[x]` -> `x | None` and `Union[x, y]` to `x | y` (#26633) · 8fcaaf6a
  Harry Mellor authored Oct 12, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8fcaaf6a
05 Oct, 2025 1 commit
- Convert formatting to use `ruff` instead of `yapf` + `isort` (#26247) · d6953beb
  Harry Mellor authored Oct 05, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6953beb
17 Sep, 2025 1 commit
- [Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537) · 5963b98b
  bnellnm authored Sep 17, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
  5963b98b
20 Aug, 2025 1 commit
- [Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute (#23045) · b17109be
  shixianc authored Aug 20, 2025
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Signed-off-by: Shixian Cui <shixian@amazon.com>
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  b17109be
22 Jul, 2025 1 commit
- Revert "[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) (#21334) · e7b20426
  Ming Yang authored Jul 21, 2025
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Signed-off-by: Ming Yang <minos.future@gmail.com>
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  e7b20426
18 Jul, 2025 1 commit
- [Perf] Add swap_ab to SM90 FP8 non-block CUTLASS moe grouped gemm (#20911) · 5780121c
  shixianc authored Jul 17, 2025
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Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
```
  5780121c
17 Jul, 2025 1 commit
- [Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) · 9fb2d220
  ElizaWszola authored Jul 17, 2025
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Signed-off-by: ElizaWszola <ewszola@redhat.com>
```
  9fb2d220
08 Jul, 2025 1 commit
- [Bugfix] Fix Maverick correctness by filling zero to cache space in cutlass_moe (#20167) · afb7cff1
  Ming Yang authored Jul 07, 2025
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Signed-off-by: Ming Yang <yming@meta.com>
```
  afb7cff1
02 Jul, 2025 1 commit

[Kernels] MoE refactor (#19636) · c1909e7e

bnellnm authored Jul 02, 2025


Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>

c1909e7e

25 Jun, 2025 1 commit

[Kernels][Bugfix] Use torch op for all kernels in FusedMoE forward. Add... · 015fab8c

bnellnm authored Jun 25, 2025


[Kernels][Bugfix] Use torch op for all kernels in FusedMoE forward.  Add additional testing for cudagraphs. (#19717)
Signed-off-by: Bill Nell <bnell@redhat.com>

015fab8c

11 Jun, 2025 1 commit
- [Kernels] Add activation chunking logic to FusedMoEModularKernel (#19168) · 29fa5cac
  bnellnm authored Jun 11, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
  29fa5cac
07 Jun, 2025 1 commit

[Kernel] Integrate CUTLASS MoE kernel with PPLX (#18762) · 84166fee

ElizaWszola authored Jun 07, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

84166fee

03 Jun, 2025 1 commit
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
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Signed-off-by: simon-mo <simon.mo@hey.com>
```
  02f0c7b2
14 May, 2025 1 commit
- Modularize fused experts and integrate PPLX kernels (#15956) · f9c069c8
  bnellnm authored May 14, 2025
  
  f9c069c8
23 Apr, 2025 1 commit
- Categorize `tests/kernels/` based on kernel type (#16799) · 6317a517
  Michael Goin authored Apr 23, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  6317a517
22 Apr, 2025 1 commit

[Kernel] Add expert_map support to Cutlass FP8 MOE (#16861) · 7b8a2ab7

Varun Sundar Rabindranath authored Apr 21, 2025


Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>

7b8a2ab7

03 Apr, 2025 1 commit
- [Minor] Fused experts refactor (#15914) · 15ba07ef
  bnellnm authored Apr 03, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
  15ba07ef
27 Mar, 2025 1 commit

[Kernel] CUTLASS grouped gemm fp8 MoE kernel (#13972) · 9239bf71

ElizaWszola authored Mar 27, 2025


Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>

9239bf71