Commits · f08919b7d17f6adf4eea26ca410c4a3de41a71da · OpenDAS / vllm_cscc

08 Oct, 2025 3 commits
- [Attention] Implement universal BACKEND_MAP (#25900) · 76879cc1
  Matthew Bonanni authored Oct 08, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  76879cc1
- [Bug] Fix DeepGEMM Attention Test (#26423) · 9fb3ae4e
  Wentao Ye authored Oct 08, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  9fb3ae4e
- [Misc] Clean up cruft from previous FlashMLA sparse implementation (#26125) · f80e7866
  Lucas Wilkinson authored Oct 07, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  f80e7866
07 Oct, 2025 3 commits
- [V0 Deprecation] Remove `VLLM_USE_V1` from tests (#26341) · 1e4ecca1
  Cyrus Leung authored Oct 07, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  1e4ecca1
- [Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166) · 41f1cf38
  fxmarty-amd authored Oct 07, 2025
  
  41f1cf38
- Add topk logits torch op for DS3.2. (#25945) · e1098ced
  Daniel Cámpora authored Oct 07, 2025
```
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
```
  e1098ced
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 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
- [CI] fix mamba kernel test (#26250) · 9c3c21c5
  Jiangyun Zhu authored Oct 06, 2025
```
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
```
  9c3c21c5
- fix(tests): Resolve late binding of loop variable in assert message lambda (#26249) · 5f317530
  ihb2032 authored Oct 06, 2025
```
Signed-off-by: lyd1992 <liuyudong@iscas.ac.cn>
Signed-off-by: ihb2032 <1355790728@qq.com
```
  5f317530
- Remove all cases of `fmt: on/off` (#26253) · 557b2e96
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  557b2e96
- 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
03 Oct, 2025 1 commit
- [Attention] Move Backend enum into registry (#25893) · 2aaa4238
  Matthew Bonanni authored Oct 02, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  2aaa4238
02 Oct, 2025 1 commit

[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) · 502640c3

ElizaWszola authored Oct 02, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

502640c3

01 Oct, 2025 1 commit
- Fix test_mamba_ssm_ssd.py due to missing _query_start_loc_to_chunk_indices_offsets (#25995) · c36f0aa3
  Huamin Li authored Oct 01, 2025
```
Signed-off-by: Huamin Li <3ericli@gmail.com>
```
  c36f0aa3
30 Sep, 2025 1 commit

[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) · fa7e254a

Yongye Zhu authored Sep 30, 2025


Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>

fa7e254a

26 Sep, 2025 1 commit

[Model] Mamba2 varlen refactor (#21467) · 2b6b1d78

Chih-Chieh Yang authored Sep 26, 2025


Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: RishiAstra <40644327+RishiAstra@users.noreply.github.com>

2b6b1d78

25 Sep, 2025 5 commits
- [V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489) · 3468f17e
  Matthew Bonanni authored Sep 25, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
```
  3468f17e
- [mypy] Fix wrong type annotations related to tuple (#25660) · 2f171176
  Cyrus Leung authored Sep 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  2f171176
- Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607) · 1260180c
  Tyler Michael Smith authored Sep 25, 2025
```
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
```
  1260180c
- [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
- [Kernel] Support DCP for Triton backend (#25132) · 05c19485
  Wei Wei authored Sep 24, 2025
```
Signed-off-by: Wei Wei <wwei6@meta.com>
```
  05c19485
24 Sep, 2025 2 commits

[Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517) · 1f291412
Wentao Ye authored Sep 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
1f291412

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

23 Sep, 2025 5 commits

[V0 Deprecation] Remove placeholder attn (#25510) · 969b4da3
Thomas Parnell authored Sep 24, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
969b4da3

[Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666) · 63400259

ElizaWszola authored Sep 23, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

63400259

[ROCm] Add skinny gemm bias support for dtypes fp16,bf16,fp8 (#24988) · a3a78280

Hashem Hashemi authored Sep 23, 2025


Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: Hashem Hashemi <159079214+amd-hhashemi@users.noreply.github.com>

a3a78280

[V1][Kernel] Add triton implementation for `reshape_and_cache_flash` (#24503) · 100b630a

Burkhard Ringlein authored Sep 23, 2025

Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chih-Chieh Yang <chih.chieh.yang@ibm.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

100b630a

[CI/Build] Fix disabled v1 attention backend selection test (#25471) · b6a136b5
Isotr0py authored Sep 23, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
b6a136b5

22 Sep, 2025 1 commit
- [V0 Deprecation] Remove `MultiModalPlaceholderMap` (#25366) · f92d9526
  Cyrus Leung authored Sep 22, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  f92d9526
21 Sep, 2025 2 commits
- Remove V0 attention backends (#25351) · bc6e542d
  Woosuk Kwon authored Sep 21, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  bc6e542d
- [V0 Deprecation] Remove LLMEngine (#25033) · 52c2a8d4
  Woosuk Kwon authored Sep 20, 2025
```
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  52c2a8d4
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 3 commits
- 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
- Optimize triton unified attention performance for sliding window attention (#24390) · a2a5f79e
  qizixi authored Sep 19, 2025
```
Signed-off-by: zixi-qi <qizixi@meta.com>
```
  a2a5f79e
- [Kernel][Performance] Add Triton kernel for Qwen3-VL interleaved MRoPE (#25055) · cea91a32
  Isotr0py authored Sep 19, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  cea91a32
18 Sep, 2025 1 commit
- [Kernel] Decouple Tile Size from Block Size in Triton Unified Attention Kernel (#21197) · 01a583fe
  jvlunteren authored Sep 18, 2025
```
Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
```
  01a583fe
17 Sep, 2025 2 commits
- [Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537) · 5963b98b
  bnellnm authored Sep 17, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  5963b98b
- [Bugfix] Fix accuracy issue for silu_mul + nvfp4 quant fusion kernel (#24833) · e6585ddb
  elvischenv authored Sep 18, 2025
```
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  e6585ddb