Commits · d0009ddb0b96e95bcfae6038e9b8673bd2263058 · OpenDAS / vllm_cscc

23 Apr, 2026 1 commit

[MoE refactor] refactor GPTQMarlinMoEMethod with MK (#37990) · e4ee48da

Kunshang Ji authored Apr 23, 2026


Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>

e4ee48da

22 Apr, 2026 11 commits

[Bugfix][Torch 2.12] Fix batch_invariant test with allow_override for torch 2.12 upgrade (#40562) · 22fa63cf
Lucas Kabela authored Apr 22, 2026
```
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
```
22fa63cf

[Refactor] Clean up log once `scope="local"` (#40540) · 8f87eb46

Wentao Ye authored Apr 22, 2026

Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

8f87eb46

[NVFP4] NVFP4 MOE emulation fallback for H100/MI300/MI350, standardize... · d622e27d

fxmarty-amd authored Apr 22, 2026


[NVFP4] NVFP4 MOE emulation fallback for H100/MI300/MI350, standardize `TritonExperts` usage for OCP MX emulation (#35737)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>

d622e27d

[MoE] Convert CT W8A8 To Oracle Structure (#39187) · 5f76b3fb

Robert Shaw authored Apr 22, 2026


Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>

5f76b3fb

[MoE Refactor] Combine MoERunnerBase + DefaultMoERunner (#40560) · 809d83c2
bnellnm authored Apr 22, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
809d83c2
[xpu][rocm] Update `current_platform.supports_fp8()` for TritonExperts (#40132) · a4905133
Hank_ authored Apr 22, 2026
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Signed-off-by: Hank <hcc.mayday@gmail.com>
```
a4905133

[Bugfix] LoRA for DeepSeek V3.2 (#35077) · a250f1bd

ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟 authored Apr 22, 2026


Signed-off-by: Hollow Man <hollowman@opensuse.org>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

a250f1bd

[Model] Add block-local attention and YaRN for local layers to Gemma3 (#39823) · 12367487
philip-essential authored Apr 21, 2026
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Signed-off-by: Philip Monk <169196560+philip-essential@users.noreply.github.com>
```
12367487

[compile] mla + group fp8 fusion (#38877) · 4506319a

Carl Y authored Apr 21, 2026


Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

4506319a

[MyPy] Enable mypy for `vllm/model_executor/layers/` (#40159) · 3951d3ea
Martin Hickey authored Apr 22, 2026
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Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
```
3951d3ea

[Bugfix] Fix W4A8_FP8 MoE tp>1 correctness and view() TypeError (#40310) · f946659f

EdalatiAli authored Apr 21, 2026

Signed-off-by: EdalatiAli <aliedalati@cohere.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

f946659f

21 Apr, 2026 5 commits
- [MoE Refactor] Add more MoE layer tests (#39349) · 9db4650e
  bnellnm authored Apr 21, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
  9db4650e
- [MoE Refactor] Remove SharedFusedMoE class (#35782) · 5e584ce9
  bnellnm authored Apr 21, 2026
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Signed-off-by: Bill Nell <bnell@redhat.com>
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  5e584ce9
- [Perf] Optimize batch invariant with fused rms norm, 2.1% E2E latency improvement (#40413) · 16688b26
  Wentao Ye authored Apr 21, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  16688b26
- [MoE] Triton MoE Perf regression - restore low latency path (#39016) · 257015d5
  milesial authored Apr 20, 2026
  
  257015d5
- [Misc] Reduce attention logging levels (#40086) · 18563f20
  Chauncey authored Apr 21, 2026
```
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
```
  18563f20
20 Apr, 2026 7 commits
- [Bugfix] Replace code that disabled shared expert overlap (#39222) · 6867bcd0
  bnellnm authored Apr 20, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
  6867bcd0
- Update flashinfer to 0.6.8 (#39959) · 191e3fda
  bai authored Apr 20, 2026
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Signed-off-by: bai <v@gor.io>
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  191e3fda
- [MoE Refactor] Move the shared/fused expert output sum into MoERunnerBase (#35949) · 726efe17
  bnellnm authored Apr 20, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
  726efe17
- [XPU] fix MoE triton backend in online fp8 quantization (#40109) · 59556265
  Yan Ma authored Apr 20, 2026
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Signed-off-by: Yan Ma <yan.ma@intel.com>
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  59556265
- mxfp8 online quant move to new frontend (#40152) · 38fa87ca
  Vasiliy Kuznetsov authored Apr 20, 2026
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Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com>
```
  38fa87ca
- [Qwen][Bugfix] Fixes sigmoid activation in torch impl of RMSNormGated. (#40245) · 89361181
  Tao He authored Apr 20, 2026
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Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
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  89361181
- [Bugfix] Properly initialize `PerTensorScaleParameter` for fused-on-disk checkpoints (#39765) · fcb31c1a
  Shinichi Hemmi authored Apr 20, 2026
```
Signed-off-by: Hemmi Shinichi <shemmi@preferred.jp>
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  fcb31c1a
19 Apr, 2026 1 commit
- Fix MoE backend selection for LoRA (unquantized MoE) (#40273) · d1135a50
  danisereb authored Apr 19, 2026
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Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
```
  d1135a50
18 Apr, 2026 2 commits
- [Attention] TurboQuant: remove redundant random signs, add prior art attribution (#40194) · ed0622e3
  Dan Alistarh authored Apr 18, 2026
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Signed-off-by: Dan Alistarh <d.alistarh@gmail.com>
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  ed0622e3
- Added general ND x ND matmul and unit test for it (#39909) · b5f6c5f8
  Yusuf Mohammad authored Apr 18, 2026
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Signed-off-by: Yusuf <yusufmohammad@live.com>
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  b5f6c5f8
17 Apr, 2026 2 commits
- [Kernel] Add MXFP4 W4A4 CUTLASS MoE kernel for SM100 (#37463) · a8bffaa1
  Michael Goin authored Apr 17, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  a8bffaa1
- Add nvfp4 support to reshape_and_cache_flash (#37332) · 6b2b7bd0
  sychen52 authored Apr 17, 2026
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Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
```
  6b2b7bd0
16 Apr, 2026 4 commits
- [Quantization] Consolidate experts_int8 with fp8 online quantization (#38463) · ad2b1277
  Asaf Gardin authored Apr 16, 2026
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Signed-off-by: Josephasafg <ajgard7@gmail.com>
```
  ad2b1277
- Gate SSU dispatch setup (#40039) · b897f00c
  roikoren755 authored Apr 16, 2026
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Signed-off-by: Roi Koren <roik@nvidia.com>
```
  b897f00c
- [perf][cpu] Accelerate BF16 GELU with LUT impl on Arm CPUs (#37469) · 445b7093
  Fadi Arafeh authored Apr 16, 2026
```
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
```
  445b7093
- [ROCm][FEAT] Integrate aiter gemm w8a8 ptpc (#33773) · 5f7fab88
  vllmellm authored Apr 16, 2026
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
```
  5f7fab88
15 Apr, 2026 3 commits

[XPU][MXFP4] add mxfp4 quant op for XPU (#39857) · fc701c80
zofia authored Apr 15, 2026
```
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
```
fc701c80

[Quantization][Autoround][CPU] Add W4A16 Support (#38192) · 60995c05

Zhenzhong Xu authored Apr 15, 2026


Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>

60995c05

[Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity (#38479) · f4b42df0

Vibhav Agarwal authored Apr 15, 2026


Signed-off-by: vibhavagarwal5 <vibhavagarwal5@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

f4b42df0

14 Apr, 2026 4 commits
- [Bugfix] Disable FlashInfer CUTLASS MoE on SM121 (DGX Spark) (#39825) · 65b98089
  Michael Goin authored Apr 14, 2026
```
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
```
  65b98089
- [MoE Refactor] Refactor ZeroExpertFusedMoE into new framework (#35549) · 19ec9a0a
  bnellnm authored Apr 14, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  19ec9a0a
- [MoE] Move GPT OSS Triton kernel experts into fused_moe/experts/ (#39007) · 1a9353bb
  Jackmin801 authored Apr 14, 2026
```
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
```
  1a9353bb
- [Mamba] Flashinfer selective_state_update (#36162) · ecf5ff7c
  roikoren755 authored Apr 14, 2026
```
Signed-off-by: Roi Koren <roik@nvidia.com>
```
  ecf5ff7c