Commits · 995dea1354cbbb378f837b6897af420fd2f75322 · OpenDAS / vllm_cscc

27 Mar, 2026 2 commits
- [QeRL] Compose online quantization with quantized reloading (#38032) · 648edcf7
  Kyle Sayers authored Mar 27, 2026
```
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
```
  648edcf7
- [Refactor] Move FusedMoE hidden_size roundup to quant_method (#34285) · 0ae89f18
  Bowen Bao authored Mar 26, 2026
```
Signed-off-by: Bowen Bao <bowenbao@amd.com>
```
  0ae89f18
26 Mar, 2026 1 commit
- [Bugfix] Fix DeepGemm E8M0 accuracy degradation for Qwen3.5 FP8 on Blackwell (#38083) · 52069012
  Vadim Gimpelson authored Mar 26, 2026
```
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
```
  52069012
23 Mar, 2026 2 commits

[Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007) · dc6908ac

Ranran authored Mar 23, 2026


Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

dc6908ac

[FP8]add FP8 WoQ kernel abstraction. (#32929) · 27d5ee3e
Kunshang Ji authored Mar 23, 2026
```
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
```
27d5ee3e

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

24 Feb, 2026 2 commits

[Refactor] [1/N] Reorganize kernel abstraction directory (#34055) · 6af03f23

BadrBasowid authored Feb 24, 2026


Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>

6af03f23

[Quantization] Support FP8 MoE bias for models like GPT-OSS (#34906) · ec853405

Jia Guo authored Feb 23, 2026


Signed-off-by: jasperjiaguo <jasperg662@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

ec853405

18 Feb, 2026 1 commit
- [Quantization] - Added uses_meta_device_weights to quant config (#34645) · 1faa8cb7
  Asaf Joseph Gardin authored Feb 18, 2026
```
Signed-off-by: Josephasafg <ajgard7@gmail.com>
```
  1faa8cb7
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 1 commit

[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

09 Feb, 2026 2 commits
- [Bugfix] Fix shared expert input for latent MoE in EP+DP (Nemotron-H) (#34087) · 995bbf38
  TomerBN-Nvidia authored Feb 09, 2026
```
Signed-off-by: Tomer Natan <tbarnatan@nvidia.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
```
  995bbf38
- [XPU][6/N] add xpu scaled_mm kernel (#34117) · 9bdb06b4
  zofia authored Feb 09, 2026
```
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
```
  9bdb06b4
05 Feb, 2026 2 commits

[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

[Feat][RL][1/2] Native Weight Syncing API: NCCL (#31943) · c1858b7e

Aaron Hao authored Feb 05, 2026


Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: SumanthRH <sumanthrh99@gmail.com>

c1858b7e

03 Feb, 2026 2 commits
- [Bugfix] Disable TRTLLM FP8 MoE if router_logits_dtype==float32 and... · 2a99c5a6
  Michael Goin authored Feb 03, 2026
```
[Bugfix] Disable TRTLLM FP8 MoE if router_logits_dtype==float32 and routing_method!=DeepSeekV3 (#33613)
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  2a99c5a6
- [XPU][1/N] Deprecate ipex and switch to vllm-xpu-kernels for xpu platform (#33379) · e1060448
  Kunshang Ji authored Feb 03, 2026
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  e1060448
02 Feb, 2026 1 commit
- fix memory for online fp8 quantization with streaming weight load (#31914) · 0130223b
  Vasiliy Kuznetsov authored Feb 02, 2026
```
Signed-off-by: vasiliy <vasiliy@fb.com>
```
  0130223b
30 Jan, 2026 2 commits
- Support FP8 block quant for CompressedTensorsW8A16Fp8 (#33280) · fd0e3772
  Michael Goin authored Jan 30, 2026
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  fd0e3772
- [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
27 Jan, 2026 2 commits

[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

[MoE Refactor] Integrate Naive Prepare Finalize into MK (#32567) · 5a93b916

Robert Shaw authored Jan 26, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com>

5a93b916

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 1 commit
- [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) · 42135d68
  Robert Shaw authored Jan 21, 2026
  
  42135d68
20 Jan, 2026 2 commits
- fp8 online quant: split out Fp8OnlineLinearMethod (#32189) · d2389c12
  Vasiliy Kuznetsov authored Jan 20, 2026
  
  d2389c12
- [Refactor] Make FP8 Linear Ops use kernel abstraction (#27814) · 148117ea
  vllmellm authored Jan 20, 2026
```
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
```
  148117ea
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
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 2 commits
- [Misc][Refactor] Add FusedMoERouter object (#30519) · e74698c2
  bnellnm authored Jan 08, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  e74698c2
- [MoE Refactor][15/N] Apply Refactor to Fp8 (#31415) · 5dcd7ef1
  Robert Shaw authored Jan 07, 2026
  
  5dcd7ef1
06 Jan, 2026 1 commit
- [MoE Refactor][14/N] Clean Up FI Quant Config Smuggling (#31593) · af8fd730
  Robert Shaw authored Jan 06, 2026
```
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  af8fd730
05 Jan, 2026 1 commit

[Bugfix] Fix Broken ModelOpt NVFP4 MoE (#31742) · f6c0009a

Robert Shaw authored Jan 05, 2026


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

f6c0009a

03 Jan, 2026 1 commit

[MoE Refactor][13/N] Convert FI to Use PFNoEP (#31533) · 268b1c55

Robert Shaw authored Jan 03, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

268b1c55

02 Jan, 2026 1 commit
- [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
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
```
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
```
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  727c41f3
22 Dec, 2025 2 commits

[MoE Refactor][7/N] AITER MK (#31102) · b57b9673

Robert Shaw authored Dec 22, 2025


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

b57b9673

[Bugfix][ROCm] Fix typo: is_linear_fp8_enaled -> is_linear_fp8_enabled (#31109) · cf8eed7b
Kevin McKay authored Dec 21, 2025
```
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
```
cf8eed7b

21 Dec, 2025 1 commit
- [MoE Refactor][4/N] Marlin Fp8 Mk (#31036) · b471092d
  Robert Shaw authored Dec 21, 2025
  
  b471092d