Commits · e23f665d835a40cfe2fbf21df76a4cbdd3d60b4c · OpenDAS / vllm_cscc

"examples/offline_inference/offline_inference_chat.py" did not exist on "a928ded99519f803d4cf6389df6acc707239a5cc"

29 Nov, 2025 1 commit
- [BugFix] Fix DBO failing with TypeError: 'NoneType' object is not iterable (#29698) · e23f665d
  Lucas Wilkinson authored Nov 28, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  e23f665d
27 Nov, 2025 3 commits
- [BugFix] Fix new nightly failures (#29578) · be493e0b
  Lucas Wilkinson authored Nov 27, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  be493e0b
- [Attention] Update attention imports (#29540) · fc1d8be3
  Matthew Bonanni authored Nov 27, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  fc1d8be3
- [Attention][Async] Eliminate `seq_lens_cpu` in FlashAttention metadata... · 77740191
  Matthew Bonanni authored Nov 26, 2025
```
[Attention][Async] Eliminate `seq_lens_cpu` in FlashAttention metadata building with DCP > 1 (#29449)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  77740191
26 Nov, 2025 1 commit
- [Core] Refactor padding logic and pad for CUDA graphs before attention metadata building (#28579) · 56539cdd
  Lucas Wilkinson authored Nov 26, 2025
  
  56539cdd
25 Nov, 2025 1 commit

[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

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

[BugFix] Fix async-scheduling + FlashAttn MLA (#28990) · 48fc8b1e
Lucas Wilkinson authored Nov 19, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
48fc8b1e

14 Nov, 2025 1 commit
- Fix KV sharing fast prefill with cudagraph enabled (#28537) · 9324e102
  Yong Hoon Shin authored Nov 14, 2025
```
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  9324e102
12 Nov, 2025 2 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
- [CPU] Refactor CPU attention backend (#27954) · 7f829be7
  Li, Jiang authored Nov 12, 2025
```
Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  7f829be7
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 1 commit
- [BugFix] Fix DCP Assert (AssertionError: DCP not support reorder_batch_threshold > 1 now.) (#28100) · d43ad5a7
  Lucas Wilkinson authored Nov 05, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  d43ad5a7
04 Nov, 2025 1 commit
- [ROCm][Perf] New design on ROCm AITER MHA backend Implementation (#25763) · dc937175
  Pleaplusone authored Nov 05, 2025
```
Signed-off-by: ganyi <ygan@amd.com>
```
  dc937175
30 Oct, 2025 1 commit
- [BugFix] Reordering extend logic fix (#27739) · b5d70751
  Lucas Wilkinson authored Oct 30, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  b5d70751
28 Oct, 2025 1 commit
- [Misc] Make reorder batch also separate extends (#27367) · 141e6a05
  Lucas Wilkinson authored Oct 29, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  141e6a05
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

14 Oct, 2025 1 commit

[DCP] Support Decode Context Parallel (DCP) for GQA with FlashAttention (#24864) · ea97940d

Jaya Yuan authored Oct 14, 2025


Signed-off-by: yuanyongjie.yyj <yuanyongjie.yyj@antgroup.com>
Signed-off-by: FENP <32334296+FENP@users.noreply.github.com>
Signed-off-by: Jaya Yuan <yuanyongjie.yyj@antgroup.com>

ea97940d

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
09 Oct, 2025 2 commits

[Attention][DCP] Support DCP with query length > 1 (MTP) with FA3 (#25049) · 3b736e1c
Ming Yang authored Oct 09, 2025
```
Signed-off-by: Ming Yang <minos.future@gmail.com>
```
3b736e1c

Separate MLAAttention class from Attention (#25103) · e614ab78

Naveenraj Kamalakannan authored Oct 08, 2025

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 1 commit

[Bugfix][Flashinfer] fix VLLM_USE_TRTLLM_ATTENTION issue for models with diff... · b82f4307

elvischenv authored Oct 09, 2025


[Bugfix][Flashinfer] fix VLLM_USE_TRTLLM_ATTENTION issue for models with diff hyperparameters (#25924)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>

b82f4307

07 Oct, 2025 1 commit
- [Spec Decode] Enable efficient speculative decoding with FlashInfer-MLA (#25984) · 3d1f6761
  Benjamin Chislett authored Oct 07, 2025
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  3d1f6761
06 Oct, 2025 1 commit
- [Attention] Remove unused reorder_batch method (#24463) · 4727a8af
  Matthew Bonanni authored Oct 06, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  4727a8af
05 Oct, 2025 1 commit
- 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
26 Sep, 2025 1 commit
- Remove cuda hard-code in compute_causal_conv1d_metadata (#25555) · dd70437a
  Icey authored Sep 26, 2025
```
Signed-off-by: Icey <1790571317@qq.com>
```
  dd70437a
24 Sep, 2025 1 commit

[Spec Decode] Enable FlashInfer Spec Decoding (#25196) · c30b405b

Benjamin Chislett authored Sep 23, 2025


Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: lhsjohn <huashuoli@tencent.com>

c30b405b

23 Sep, 2025 2 commits

[Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845) · cc1dc7ed

Lucas Wilkinson authored Sep 23, 2025


Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

cc1dc7ed

[V1] Remove V0 code paths for Hybrid models (#25400) · a903669e
Thomas Parnell authored Sep 23, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
a903669e

16 Sep, 2025 1 commit

[Core/DBO][1/N] Add Dual-Batch Overlap mechanism to VLLM (#23693) · 56793995

Sage Moore authored Sep 16, 2025


Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

56793995

15 Sep, 2025 1 commit
- [XPU] Set consistent default KV cache layout (#24745) · 2e41f5ab
  Nicolò Lucchesi authored Sep 15, 2025
```
Signed-off-by: NickLucche <nlucches@redhat.com>
```
  2e41f5ab
10 Sep, 2025 2 commits
- [v1] Add Whisper model support (encoder-decoder) (#21088) · 37e8182b
  Russell Bryant authored Sep 10, 2025
```
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
```
  37e8182b
- [Perf] Convert np array to torch tensor to index into block table for attn chunking (#24474) · dc625ea6
  Yong Hoon Shin authored Sep 09, 2025
```
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
```
  dc625ea6
03 Sep, 2025 1 commit
- [Doc]: fix typos in Python comments (#24093) · d7e1e599
  Didier Durand authored Sep 03, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  d7e1e599
30 Aug, 2025 1 commit
- [Misc] add reorder_batch AttentionMetadataBuilder (#23798) · fb4983e1
  Ning Xie authored Aug 30, 2025
```
Signed-off-by: Andy Xie <andy.xning@gmail.com>
```
  fb4983e1
28 Aug, 2025 1 commit
- [V1] Enable prefill optimization for Gemma3n (#22628) · cb293f6a
  Yong Hoon Shin authored Aug 28, 2025
```
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
```
  cb293f6a
22 Aug, 2025 1 commit
- [Attention] Refactor AttentionMetadata Preparation for Encoder-only Models (#23154) · 17373dcd
  Chen Zhang authored Aug 21, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  17373dcd
20 Aug, 2025 2 commits
- [Misc] Add max_seq_len to CommonAttentionMetadata (#23216) · d6d13bd4
  Woosuk Kwon authored Aug 20, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  d6d13bd4
- [Attention] Optimize make_local_attention_virtual_batches for Flash Attention (#23185) · a634733f
  Zebing Lin authored Aug 19, 2025
```
Signed-off-by: linzebing <linzebing1995@gmail.com>
```
  a634733f
16 Aug, 2025 1 commit
- [Kernel] Simplify `get_kv_cache_layout` and cache `use_trtllm_attention` env-dependent bit (#22735) · 070da660
  Nicolò Lucchesi authored Aug 16, 2025
```
Signed-off-by: NickLucche <nlucches@redhat.com>
```
  070da660