Commits · c4c0354eec86f3486285f121fa184dd6d9cacb9d · OpenDAS / vllm_cscc

26 Nov, 2025 1 commit
- [Performance][MLA][ROCm] Remove redundant D2D copy in deepseek (#27457) · d9d342d2
  Pleaplusone authored Nov 26, 2025
```
Signed-off-by: ganyi <ygan@amd.com>
```
  d9d342d2
25 Nov, 2025 2 commits

[Core] Generalize Encoder-Decoder `seq_lens` computation to avoid Whisper... · 798e87db

Nicolò Lucchesi authored Nov 25, 2025


[Core] Generalize Encoder-Decoder `seq_lens` computation to avoid Whisper hardcoded logic   (#29268)
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>

798e87db

[CI/Test Fix] Fix CP tests on Blackwell (#29338) · 2d9ee28c
Lucas Wilkinson authored Nov 24, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
2d9ee28c

24 Nov, 2025 1 commit
- [Core] Deprecate `xformers` (#29262) · 0ff70821
  Roger Wang authored Nov 23, 2025
```
Signed-off-by: Roger Wang <hey@rogerw.io>
```
  0ff70821
22 Nov, 2025 1 commit
- [Attention] Refactor FA `block_size` limitations to hybrid models only (#29084) · 066209a0
  Nicolò Lucchesi authored Nov 22, 2025
```
Signed-off-by: NickLucche <nlucches@redhat.com>
```
  066209a0
21 Nov, 2025 1 commit
- [Attention] Add ROCM_AITER_MLA_SPARSE to attention backend registry (#29103) · 11857a00
  Matthew Bonanni authored Nov 20, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  11857a00
20 Nov, 2025 3 commits
- [KVConnector][Core] Support cross-layer KV blocks (#27743) · 64746471
  Or Ozeri authored Nov 20, 2025
```
Signed-off-by: Or Ozeri <oro@il.ibm.com>
```
  64746471
- [ROCm] Add AMD GPU support on Deepseek v3.2 and SparseMLA (#26670) · 06c20c99
  Pleaplusone authored Nov 20, 2025
```
Signed-off-by: ganyi <ygan@amd.com>
```
  06c20c99
- [AMD] Use Decoupled Kernel Block Size to Support AITER MLA block_size=1 (#27715) · 3fb0d909
  Qiang Zhang authored Nov 20, 2025
```
Signed-off-by: chiangzhang <chiangzhang@tencent.com>
```
  3fb0d909
19 Nov, 2025 3 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

Upstreaming aiter triton attention backend as a new backend (#28701) · ac10fd3c
Aleksandr Malyshev authored Nov 19, 2025
```
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
```
ac10fd3c

[Model][Mamba] Add selector for mamba attention backend and make it pluggable... · d44e9df7

Shanshan Shen authored Nov 20, 2025


[Model][Mamba] Add selector for mamba attention backend and make it pluggable for other device (#26487)
Signed-off-by: shen-shanshan <467638484@qq.com>

d44e9df7

18 Nov, 2025 1 commit

[Bugfix] Safeguard against missing backend in AttentionBackendEnum (#28846) · 285eaa42

Song Zhixin authored Nov 18, 2025

Signed-off-by: jesse <szxfml@gmail.com>
Signed-off-by: Song Zhixin <szxfml@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

285eaa42

14 Nov, 2025 2 commits

[Bugfix] Fix ChunkedLocalAttention CUDA Graph setting (#28739) · bf3ffb61
Benjamin Chislett authored Nov 14, 2025
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
bf3ffb61

[Bugfix][CI/Test][Spec Decode] Fix illegal memory access in... · 15ae8e07

rasmith authored Nov 14, 2025


[Bugfix][CI/Test][Spec Decode] Fix illegal memory access in offline_inference/spec_decode.py (Issue  27619) (#28432)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>

15ae8e07

13 Nov, 2025 1 commit
- [CI Failure] Fix backend selection for encoder-only models (#28534) · 07a606aa
  Huamin Li authored Nov 13, 2025
```
Signed-off-by: Huamin Li <3ericli@gmail.com>
```
  07a606aa
12 Nov, 2025 5 commits
- [Perf] Refactor cudagraph_support to enable full CUDA graphs for spec decoding... · 30441957
  Benjamin Chislett authored Nov 12, 2025
```
[Perf] Refactor cudagraph_support to enable full CUDA graphs for spec decoding with FlashInfer (#28479)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  30441957
- [Misc] Refactor Attention kv transfer methods into decorator (#27816) · 728a9eb7
  Nicolò Lucchesi authored Nov 12, 2025
```
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
```
  728a9eb7
- [V0 deprecation] Deprecate use_v1 parameter (#28112) · 10138c92
  wangxiyuan authored Nov 12, 2025
```
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
```
  10138c92
- `VLLM_USE_TRITON_FLASH_ATTN` V0 variable deprecation (#27611) · 9f0247cf
  Andreas Karatzas authored Nov 11, 2025
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
```
  9f0247cf
- [CPU] Refactor CPU attention backend (#27954) · 7f829be7
  Li, Jiang authored Nov 12, 2025
```
Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  7f829be7
11 Nov, 2025 4 commits

[Misc] Remove unused attention prefix prefill ops functions (#26971) · 76e4dcf2
Lukas Geiger authored Nov 11, 2025
```
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
76e4dcf2

[Attention] Refactor CUDA attention backend selection logic (#24794) · b30dfa03

Matthew Bonanni authored Nov 11, 2025


Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

b30dfa03

[BugFix] Avoid calling KV connector layer APIs when metadata is unset (#28253) · cc079763

David Ben-David authored Nov 11, 2025


Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>

cc079763

[CI/Test Fix] Fix CP tests on Blackwell (#28404) · 39029d51

Lucas Wilkinson authored Nov 10, 2025

Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

39029d51

10 Nov, 2025 3 commits
- [Bugfix] Ensure calculated KV scales are applied in attention. (#27232) · a5a790ee
  Adrian Abeyta authored Nov 10, 2025
```
Signed-off-by: adabeyta <aabeyta@redhat.com>
```
  a5a790ee
- [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
- [V0 deprecation] Remove no longer used `get_metadata_cls` (#28370) · e8697faf
  Lucas Wilkinson authored Nov 10, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  e8697faf
08 Nov, 2025 1 commit

[DCP] Support dcp kv_cache interleave size > 1 (#26696) · 2108a571

zhangsicheng5 authored Nov 09, 2025


Signed-off-by: zhangsicheng5 <zhangsicheng5@huawei.com>
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: Qiu <qiuchunshuo@huawei.com>
Co-authored-by: QiuChunshuo <qiuchunshuo@huawei.com>

2108a571

05 Nov, 2025 2 commits
- [V0 deprecation] Remove VLLM_USE_V1 usage in most modules (#27955) · 428bc7bf
  wangxiyuan authored Nov 05, 2025
```
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
```
  428bc7bf
- [XPU] Add gpt-oss model support for Intel GPU (#27786) · 18b39828
  Kunshang Ji authored Nov 05, 2025
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  18b39828
03 Nov, 2025 1 commit
- [Bugfix][Qwen][Multimodal] Move Qwen2_5_vl sdpa to custom op and reenable compile (#27764) · 55011aef
  Lucas Kabela authored Nov 03, 2025
```
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
```
  55011aef
01 Nov, 2025 1 commit

[Multimodal][XPU]Enable vision attn backend for xpu platform (#27525) · 7e2729b5

Yan Ma authored Nov 01, 2025


Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Yejing Lai <yejing.lai@intel.com>
Co-authored-by: Guancheng Fu <110874468+gc-fu@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>

7e2729b5

28 Oct, 2025 1 commit

[Misc][qwen2_5_vl][torch.compile] Enable `supports_torch_compile` on generic... · 94666612

Lucas Kabela authored Oct 28, 2025


[Misc][qwen2_5_vl][torch.compile] Enable `supports_torch_compile` on generic nn.Module and demonstrate speedup on Qwen Vision model (#23207)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Signed-off-by: Lucas Kabela <lucasakabela@gmail.com>

94666612

26 Oct, 2025 2 commits

[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

[BUGFIX][ROCM] ViT FlashAttention on ROCm (no GFX9) and contiguous on qwen3vl... · 65d2cf95

JartX authored Oct 26, 2025


[BUGFIX][ROCM] ViT FlashAttention on ROCm (no GFX9) and contiguous on qwen3vl ROCm TORCH_SDPA (#27190)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>

65d2cf95

25 Oct, 2025 1 commit
- [Attention] Add missing kv cache scale setup (#27490) · a99564ac
  Matthew Bonanni authored Oct 25, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  a99564ac
23 Oct, 2025 1 commit

[Bugfix] Honor --mm_encoder_attn_backend when used (#27124) · 570c3e1c

Bradley D authored Oct 23, 2025


Co-authored-by: Bradley D <4551889+bradleyhd@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

570c3e1c

21 Oct, 2025 2 commits
- [Bugfix] fixes the decoding metadata of dense mla's fp8 kvcache. (#27144) · 250fb1b8
  Tao He authored Oct 22, 2025
```
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  250fb1b8
- [MM][Core] Decouple ViT backend from LM backend (#27061) · c3a2c6ac
  Roger Wang authored Oct 21, 2025
```
Signed-off-by: Roger Wang <hey@rogerw.io>
```
  c3a2c6ac