Commits · 7c12763b241150916c59a31ed5f17798ab918ab5 · OpenDAS / vllm_cscc

10 Oct, 2025 5 commits

Fix some typing issues found by `mypy==1.18.2` (#26596) · 7c12763b
Harry Mellor authored Oct 10, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
7c12763b

Add Qwen3-Omni moe thinker (#25550) · 19a9b169

Xiong Wang authored Oct 11, 2025


Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Xiong Wang <feizi.wx@alibaba-inc.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

19a9b169

[Transform] [Quantization] Add QuTLASS support to vLLM (#24440) · 96ad65b7

Roberto L. Castro authored Oct 10, 2025


Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

96ad65b7

Silu v2 (#25074) · 7b03584d

Elvir Crnčević authored Oct 10, 2025


Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: elvircrn <elvircrn@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>

7b03584d

[Bugfix] Convert untraceable GroupShape to list for AMD impl (#26535) · 213b6445
Lucas Kabela authored Oct 10, 2025
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Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
```
213b6445

09 Oct, 2025 6 commits
- [Bug] Fix modular_kernel: ZeroDivisionError: integer division or modulo by zero (#26528) · 1ee35382
  Wentao Ye authored Oct 09, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  1ee35382
- [Bugfix] Disable moe inplace for torch >= 2.9 (#26497) · a462331e
  bnellnm authored Oct 09, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
  a462331e
- [Model] Apply shared experts overlap optimization to all models with shared experts (#26145) · 47e66c24
  bnellnm authored Oct 09, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
  47e66c24
- [V0 deprecation] Remove `QKVCrossParallelLinear` implementation (#26475) · d1ddf340
  Isotr0py authored Oct 09, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  d1ddf340
- [torchao] Add support for ModuleFqnToConfig using regex (#26001) · a83ff278
  Jerry Zhang authored Oct 09, 2025
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
```
  a83ff278
- Separate MLAAttention class from Attention (#25103) · e614ab78
  Naveenraj Kamalakannan authored Oct 08, 2025
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Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
```
  e614ab78
08 Oct, 2025 5 commits

[Kernels] Modular kernel refactor (#24812) · da364615
bnellnm authored Oct 08, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
da364615

[Refactor] Refactor FP8 & INT8 Quant Folder inside `w8a8` (#25293) · 241b4cfe

Wentao Ye authored Oct 08, 2025


Signed-off-by: nicole-lihui <nicole.li@daocloud.io>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: courage17340 <courage17340@163.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Jacob Kahn <jacobkahn1@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: zxw <1020938856@qq.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: chenlang <chen.lang5@zte.com.cn>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
Signed-off-by: jiang1.li <jiang1...

241b4cfe

Tidy `vllm/config/__init__.py` to only add classes and functions (#26405) · 2f99f2f5
Harry Mellor authored Oct 08, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
2f99f2f5
Add SwigluOAI implementation for CPUFusedMOE (#26347) · 046118b9
isharif168 authored Oct 08, 2025
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Signed-off-by: Sharif Inamdar <sharif.inamdar@arm.com>
```
046118b9
[torchao] safetensors integration (#25969) · b32260ab
liangel-02 authored Oct 07, 2025
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Signed-off-by: Angel Li <liangel@meta.com>
```
b32260ab

07 Oct, 2025 3 commits
- [Bug] Fix Shape Validation for Fallback while Enabling E8M0 for DeepGEMM (#26322) · 8f36850f
  Wentao Ye authored Oct 07, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  8f36850f
- [deepseek] add EP8 FusedMOE config for H200 and B200 (#26331) · 29fd2662
  Chen Zhang authored Oct 08, 2025
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  29fd2662
- [Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166) · 41f1cf38
  fxmarty-amd authored Oct 07, 2025
  
  41f1cf38
06 Oct, 2025 5 commits

[Bugfix] Allow skipping MoE in NVFP4 (fix for MTP) (#25987) · 2161efe9
Benjamin Chislett authored Oct 06, 2025
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Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
2161efe9

Add bias handling to CPUFusedMOE kernel (#26289) · c02058c2

Crefeda Rodrigues authored Oct 06, 2025


Signed-off-by: Crefeda Rodrigues <crefeda.rodrigues@arm.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Crefeda Rodrigues <65665931+cfRod@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Sharif Inamdar <Sharif.Inamdar@arm.com>
Co-authored-by: Isotr0py <2037008807@qq.com>

c02058c2

[Misc] Clean up unnecessary E501 ignore (#26274) · 43c146ca
Roger Wang authored Oct 06, 2025
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Signed-off-by: Roger Wang <hey@rogerw.io>
```
43c146ca
Fix per file ruff ignores related to line length (#26262) · 6c046382
Harry Mellor authored Oct 06, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
6c046382
[V1] [Hybrid] Some additional clean-up in Mamba2 prefix caching (#26222) · 778f5541
Thomas Parnell authored Oct 06, 2025
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
778f5541

05 Oct, 2025 5 commits
- Fix per file ruff ignores related to simplification (#26259) · b893d661
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  b893d661
- Fix per file ruff ignores related to typing (#26254) · 1c0c6820
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  1c0c6820
- Remove all references to `yapf` as it's no longer used (#26251) · 4e256cad
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  4e256cad
- Convert formatting to use `ruff` instead of `yapf` + `isort` (#26247) · d6953beb
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6953beb
- [Bugfix]: Assertion error when using FlashInfer backend (#25933) · 432e1cbc
  Simon Danielsson authored Oct 05, 2025
```
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  432e1cbc
04 Oct, 2025 5 commits

Revert "Add batch invariant kernel override for FlashInfer backend [2/n]" (#26220) · 1838cd48
Cyrus Leung authored Oct 04, 2025

1838cd48

[V1] [Hybrid] Mamba2 Automatic Prefix Caching (#25752) · ea507c3a

Stan Wozniak authored Oct 04, 2025


Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>

ea507c3a

[cpu][perf] Accelerate unquantized-linear for AArch64 through oneDNN/ACL and... · 9705fba7

Fadi Arafeh authored Oct 04, 2025


[cpu][perf] Accelerate unquantized-linear for AArch64 through oneDNN/ACL and weight prepack (#25948)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>

9705fba7

Add batch invariant kernel override for FlashInfer backend [2/n] (#25769) · 2f7dbc9b

Bram Wasti authored Oct 03, 2025


Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

2f7dbc9b

[GPTOSS][DP/EP][Marlin] Enable GPTOSS DP/EP using Marlin kernels (#25488) · 7ef40bb9

Varun Sundar Rabindranath authored Oct 03, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

7ef40bb9

03 Oct, 2025 6 commits
- [Refactor] Optimize FP8 MOE Backend Choice and Log (#26044) · c1ffcb55
  Wentao Ye authored Oct 03, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c1ffcb55
- [Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V... · a2691733
  Pavani Majety authored Oct 03, 2025
```
[Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V scale loading for MLA Attn (#25968)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  a2691733
- [BugFix][QWEN-VL]fix wrong apply_rotary_emb_torch selection introduced by #24642 (#26123) · dd96465f
  Chendi.Xue authored Oct 03, 2025
```
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  dd96465f
- [backends][short_conv] CUDA graph piecewise edits (#24215) · 5f42fc53
  Paul Pak authored Oct 03, 2025
```
Signed-off-by: Paul Pak <paulpak58@gmail.com>
```
  5f42fc53
- [Doc] Fixed shape description for fused_batched_moe.py (#25668) · aa5053e3
  Egor authored Oct 03, 2025
```
Signed-off-by: Egor <e.a.krivov@gmail.com>
```
  aa5053e3
- [Misc] Remove typing.List (#26150) · 8c911718
  Varun Sundar Rabindranath authored Oct 03, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  8c911718