Commits · 2fd893b4cec0975a2a8430077fd9b4f294eb3561 · OpenDAS / vllm_cscc

19 Nov, 2025 2 commits

[Feature] Prefill Context Parallel (PCP) basic support (#28718) · 2fd893b4

Qiu authored Nov 20, 2025


Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
Signed-off-by: LookAround <lixushi@huawei.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: FENP <yuanyongjie.yyj@antgroup.com>
Co-authored-by: LookAround <lixushi@huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>

2fd893b4

Update `rope_scaling` to `rope_parameters` in preparation for Transformers v5 (#28542) · a8b70304
Harry Mellor authored Nov 19, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
a8b70304

16 Nov, 2025 1 commit
- Feature: Support Relu2 in FusedMoE fp8 cutlass path (#27261) · 03ee4811
  amirkl94 authored Nov 16, 2025
  
  03ee4811
15 Nov, 2025 2 commits
- [Misc] Make `SchedulerConfig.max_model_len` init-only (#28733) · 638e4196
  Cyrus Leung authored Nov 15, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  638e4196
- [Performance][DeepGEMM] Estimate expected_m (#28694) · 6965ef43
  Varun Sundar Rabindranath authored Nov 15, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  6965ef43
13 Nov, 2025 1 commit

[Performance][B200] silu_mul_quant: pack scales in int32 (#28358) · fe1cd770

Varun Sundar Rabindranath authored Nov 13, 2025


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

fe1cd770

11 Nov, 2025 1 commit
- [Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064) · a1448b4b
  bnellnm authored Nov 11, 2025
  
  a1448b4b
10 Nov, 2025 2 commits

[Bugfix] Fix persistent_masked_m_silu_mul_quant tests (#28366) · b039bfda

Varun Sundar Rabindranath authored Nov 10, 2025


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

b039bfda

[RFC][ROCm][AITER] Keep all AITER kernels in `_aiter_ops` class like... · f080a835

vllmellm authored Nov 10, 2025


[RFC][ROCm][AITER] Keep all AITER kernels in `_aiter_ops` class like `_custom_ops` and `_ipex_ops` (#24490)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

f080a835

05 Nov, 2025 1 commit

Bugfix: Cutlass FP8 FusedMoE bad scaling factors (#27255) · 6b7a8118

amirkl94 authored Nov 05, 2025


Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

6b7a8118

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

29 Oct, 2025 1 commit
- [Bugfix] Fix modular kernel tests (#27707) · 1891cf60
  bnellnm authored Oct 29, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  1891cf60
26 Oct, 2025 1 commit

[Chore]:Extract math and argparse utilities to separate modules (#27188) · 71b1c8b6

Yeshwanth N authored Oct 26, 2025


Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>

71b1c8b6

23 Oct, 2025 1 commit

[Misc] Add triton_kernels dependency (#27370) · a9f55dc5

Varun Sundar Rabindranath authored Oct 23, 2025


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

a9f55dc5

22 Oct, 2025 1 commit

[Chore] Separate out optional dependency checks from vllm.utils (#27207) · 3ae082c3

dongbo910220 authored Oct 22, 2025

Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

3ae082c3

19 Oct, 2025 1 commit

[Chore] Separate out `vllm.utils.network_utils` (#27164) · 7a6c8c3f

iAmir97 authored Oct 19, 2025


Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>

7a6c8c3f

18 Oct, 2025 1 commit
- [Chore] Clean up pytorch helper functions in `vllm.utils` (#26908) · 6ac5e06f
  Isotr0py authored Oct 19, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
```
  6ac5e06f
16 Oct, 2025 4 commits

[NVIDIA] [Perf] Update to leverage flashinfer trtllm FP4 MOE throughput kernel (#26714) · 41d30719
jiahanc authored Oct 16, 2025
```
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
41d30719

[Feature] Migrate DeepGEMM API from `get_m_alignment_for_contiguous_layout` to... · b3dda72c

Wentao Ye authored Oct 16, 2025


[Feature] Migrate DeepGEMM API from `get_m_alignment_for_contiguous_layout` to `get_mk_alignment_for_contiguous_layout` (#26935)
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>

b3dda72c

[GPTOSS][DP/EP][Marlin] Enable GPTOSS Batched DP/EP using Marlin kernels (#25997) · fb0571b0
Varun Sundar Rabindranath authored Oct 16, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
fb0571b0

[ROCm][FEAT] Fuse DeepSeek shared experts into AITER fused_moe ops (#24097) · 13170343

kliuae authored Oct 16, 2025


Signed-off-by: chenjun <junchen2@amd.com>
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: valarLip <103567126+valarLip@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>

13170343

14 Oct, 2025 1 commit

[torch.compile] Unwrap fused_marlin_moe custom op (#26739) · 8ae16928

Varun Sundar Rabindranath authored Oct 13, 2025


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

8ae16928

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
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8fcaaf6a
10 Oct, 2025 1 commit

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

08 Oct, 2025 1 commit
- [Kernels] Modular kernel refactor (#24812) · da364615
  bnellnm authored Oct 08, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  da364615
07 Oct, 2025 1 commit
- [Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166) · 41f1cf38
  fxmarty-amd authored Oct 07, 2025
  
  41f1cf38
06 Oct, 2025 2 commits

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

Fix per file ruff ignores related to line length (#26262) · 6c046382
Harry Mellor authored Oct 06, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
6c046382

05 Oct, 2025 2 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
- 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
25 Sep, 2025 1 commit

[Model] Add LongCat-Flash (#23991) · 845adb3e

XuruiYang authored Sep 25, 2025


Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>

845adb3e

24 Sep, 2025 1 commit

Support mnnvl all2allv from Flashinfer (#21003) · 54e42b72

Shu Wang authored Sep 24, 2025


Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>

54e42b72

20 Sep, 2025 1 commit
- [V1] Support `LLM.apply_model` (#18465) · 3d9a1d2d
  Cyrus Leung authored Sep 20, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  3d9a1d2d
19 Sep, 2025 1 commit

Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771) · 431535b5

Zhiyu authored Sep 19, 2025


Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

431535b5

17 Sep, 2025 1 commit
- [Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537) · 5963b98b
  bnellnm authored Sep 17, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  5963b98b
13 Sep, 2025 2 commits
- [CI Failure] Fix test_flashinfer_cutlass_mxfp4_mxfp8_fused_moe (#24750) · 59d7ffc1
  Michael Goin authored Sep 13, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  59d7ffc1
- [Kernels][DP/EP] Optimize Silu Kernel for R1 (#24054) · 98229db2
  Elvir Crnčević authored Sep 13, 2025
```
Signed-off-by: elvircrn <elvircrn@gmail.com>
```
  98229db2
11 Sep, 2025 1 commit

[Kernel][B200] `mxfp4` fused cutlass moe (#23696) · 074854b2

Duncan Moss authored Sep 11, 2025


Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

074854b2

10 Sep, 2025 1 commit
- [gpt-oss] Cache permute indices for faster MXFP4 MoE layer loading (#24154) · 0efdb5c3
  Wei authored Sep 09, 2025
```
Signed-off-by: Wei Wei <wwei6@meta.com>
```
  0efdb5c3
06 Sep, 2025 1 commit
- [Bugfix] Fix test_mixtral_moe (#24371) · 7555d6b3
  Jee Jee Li authored Sep 07, 2025
  
  7555d6b3