Commits · 445a2a4d1a3a383a1a36da8acb7800bb85edabeb · OpenDAS / vllm_cscc

10 Apr, 2026 1 commit
- feat(cpu): add CPU support for draft model speculative decoding (#32662) · 445a2a4d
  Ganesh R authored Apr 10, 2026
```
Signed-off-by: R <Ganesh.R@amd.com>
```
  445a2a4d
09 Apr, 2026 1 commit

[Spec Decode] fix returning size mismatch on extract hidden states proposer (#38610) · edee9651

zzaebok authored Apr 10, 2026


Signed-off-by: Jaebok Lee <jaebok9541@naver.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

edee9651

31 Mar, 2026 2 commits

[ROCm][perf] fix Aiter sparse MLA with MTP>1 (#37887) · 31a719bc

Stig-Arne Grönroos authored Apr 01, 2026


Signed-off-by: Stig-Arne Grönroos <stig-arne.gronroos@amd.com>
Signed-off-by: Stig-Arne Grönroos <sgronroo@amd.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>

31a719bc

[Bugfix][Async] Fix async spec decoding with hybrid models (#38556) · 757068dc

Matthew Bonanni authored Mar 31, 2026


Signed-off-by: SandishKumarHN <sandishkumarhn@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: SandishKumarHN <sandishkumarhn@gmail.com>

757068dc

30 Mar, 2026 1 commit
- [Feat][Spec Decode] DFlash (#36847) · 494636b2
  Benjamin Chislett authored Mar 30, 2026
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  494636b2
25 Mar, 2026 2 commits
- [Feature] Support per-draft-model MoE backend via `--speculative-config` (#37880) · cd764301
  Andrii Skliar authored Mar 25, 2026
```
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: [Andrii Skliar] <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
```
  cd764301
- [Bugfix] Pass drafter quant_config to ParallelLMHead in Eagle3 (#37280) · a889b7f5
  Matthias Gehre authored Mar 25, 2026
```
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
```
  a889b7f5
23 Mar, 2026 1 commit

[Async][Spec Decoding] Zero-bubble async scheduling + spec decoding (#32951) · fafe76b4

Matthew Bonanni authored Mar 23, 2026


Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: zhrrr <43847754+izhuhaoran@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>

fafe76b4

20 Mar, 2026 1 commit
- [Metrics] Some small refactoring for better maintainability (#33898) · 880be2b1
  Martin Hickey authored Mar 20, 2026
```
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
```
  880be2b1
17 Mar, 2026 1 commit

[Bugfix] dtype mismatch in ngram gpu propose (#37246) · 17c1bdf3

PatchyTIS authored Mar 17, 2026


Signed-off-by: PatchouliTaisa <patchychen@tencent.com>
Co-authored-by: PatchouliTaisa <patchychen@tencent.com>

17c1bdf3

16 Mar, 2026 1 commit
- [Spec Decode] Update extract_hidden_states to use deferred kv_connector clear (#37013) · 04bf5a35
  Fynn Schmitt-Ulms authored Mar 16, 2026
  
  04bf5a35
11 Mar, 2026 3 commits
- Kimi k2.5 MLA based eagle3 (#36361) · 55738947
  Jhao-Ting Chen authored Mar 11, 2026
```
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Izzy Putterman <iputterman@nvidia.com>
```
  55738947
- [ROCm][Perf] Allow MTP lens > 1 in Sparse MLA (#36681) · a9e532af
  tvirolai-amd authored Mar 11, 2026
```
Signed-off-by: Teemu Virolainen <teemu.virolainen@amd.com>
```
  a9e532af
- feat(spec_decode): fuse EAGLE step slot mapping and metadata updates (#33503) · 4aaaf8c8
  Sladyn authored Mar 10, 2026
```
Signed-off-by: sladynnunes <snunes@usc.edu>
```
  4aaaf8c8
09 Mar, 2026 1 commit
- [MTP][Misc] Clean up dead code (#36507) · 4e571ce6
  Matthew Bonanni authored Mar 09, 2026
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  4e571ce6
07 Mar, 2026 1 commit
- [Core] NGram GPU Implementation compatible with Async Scheduler (#29184) · a6be75db
  PatchyTIS authored Mar 08, 2026
  
  a6be75db
05 Mar, 2026 1 commit
- [Bugfix] Fix block_size for hybrid model MTP (#36036) · 57c629e9
  Benjamin Chislett authored Mar 05, 2026
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  57c629e9
03 Mar, 2026 1 commit

[BugFix] Add support for MTP num_speculative_tokens > 1 with sparse MLA (#34552) · 28ef9ba3

Lucas Wilkinson authored Mar 03, 2026


Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>

28ef9ba3

02 Mar, 2026 1 commit
- [Spec Decode] Add hidden states extraction system (#33736) · 9433acb8
  Fynn Schmitt-Ulms authored Mar 02, 2026
```
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
```
  9433acb8
27 Feb, 2026 1 commit
- [DP] Only use DP padding when cudagraphs are actually used (#34102) · 1d532f9d
  Lucas Wilkinson authored Feb 27, 2026
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  1d532f9d
22 Feb, 2026 2 commits
- [Spec Decode] Reduce TP communication for speculative decoding draft token generation (#34049) · 2bcf71b9
  qizixi authored Feb 22, 2026
```
Signed-off-by: qizixi <qizixi@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
```
  2bcf71b9
- [Bug] Refactor max_num_batched_tokens to account for drafting (#34898) · 682566b1
  Benjamin Chislett authored Feb 22, 2026
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  682566b1
12 Feb, 2026 1 commit
- [Bugfix] Fix MTP accuracy for GLM-5 (#34385) · ec12d39d
  Michael Goin authored Feb 11, 2026
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  ec12d39d
10 Feb, 2026 1 commit

[Misc][Spec Decode] support different load config for draft model (#34022) · 6f2f59f2

Zhengkai Zhang authored Feb 10, 2026


Signed-off-by: zzhengkai <zzhengkai@devgpu049.ldc1.facebook.com>
Co-authored-by: zzhengkai <zzhengkai@devgpu049.ldc1.facebook.com>

6f2f59f2

09 Feb, 2026 1 commit

[MODEL] Adding Support for Qwen3.5 Models (#34110) · 9562912c

JJJYmmm authored Feb 09, 2026


Signed-off-by: JJJYmmm <1650675829@qq.com>
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: wulipc <wulipc@users.noreply.github.com>
Co-authored-by: ywang96 <ywang96@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

9562912c

06 Feb, 2026 1 commit
- [ROCm][AITER] Fix AITER import regression for explicit backend selection (#33749) · 350ca72c
  Andreas Karatzas authored Feb 06, 2026
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
  350ca72c
05 Feb, 2026 1 commit
- [Spec Decode] Unified Parallel Drafting (#32887) · af3162d3
  Benjamin Chislett authored Feb 05, 2026
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  af3162d3
03 Feb, 2026 1 commit
- Turn `@config` into a `dataclass_transform` (#31541) · 61e632ae
  Harry Mellor authored Feb 03, 2026
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  61e632ae
02 Feb, 2026 1 commit
- fix[ROCm]: Remove unconditional aiter import (#32902) · 9eb58f8c
  Rabi Mishra authored Feb 02, 2026
```
Signed-off-by: rabi <ramishra@redhat.com>
```
  9eb58f8c
31 Jan, 2026 1 commit
- [Misc] offest -> offset in comments and variable names (#33444) · a2ef06e1
  Russell Bryant authored Jan 30, 2026
```
Signed-off-by: Russell Bryant <rbryant@redhat.com>
```
  a2ef06e1
30 Jan, 2026 1 commit
- [CI] Enable mypy import following for `vllm/spec_decode` (#33282) · 726d8972
  Lucas Kabela authored Jan 29, 2026
```
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
```
  726d8972
27 Jan, 2026 2 commits
- feature: support eagle3 for HunyuanVL & Hunyuan (#33035) · bd92089d
  Iris authored Jan 28, 2026
```
Signed-off-by: irisliu10 <601012173@qq.com>
Signed-off-by: Iris <38269816+irisliu10@users.noreply.github.com>
```
  bd92089d
- [5/N][Attention] Finish eliminating `vllm/attention` folder (#32064) · a608b4c6
  Matthew Bonanni authored Jan 27, 2026
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  a608b4c6
26 Jan, 2026 1 commit

[GLM-OCR] GLM-OCR with MTP Support (#33005) · bb17e8f1

Yuxuan Zhang authored Jan 26, 2026


Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

bb17e8f1

24 Jan, 2026 1 commit

[Performance] Split FlashAttn attention and cache update (#25954) · a28b94e6

ElizaWszola authored Jan 24, 2026


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

a28b94e6

22 Jan, 2026 1 commit
- [Bugfix] Fix potential EAGLE spec decode segfault during graph capture (#32818) · c5487e2b
  Matt authored Jan 21, 2026
```
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
```
  c5487e2b
21 Jan, 2026 1 commit

Added qwen3 vision language moe support for speculative decoding (#32048) · 7ab80a8e

shanjiaz authored Jan 20, 2026


Signed-off-by: shanjiaz <zsjwpianpian@gmail.com>
Signed-off-by: shanjiaz <43143795+shanjiaz@users.noreply.github.com>

7ab80a8e

20 Jan, 2026 1 commit

[Misc] Remove pad_for_cudagraphs from config (#30143) · 22613408

Lucas Wilkinson authored Jan 20, 2026


Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>

22613408

19 Jan, 2026 1 commit
- feat: spec decode with draft models (#24322) · 4a5299c9
  Tomas Ruiz authored Jan 19, 2026
```
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
```
  4a5299c9
15 Jan, 2026 1 commit
- [Bugfix] Fix stale `common_attn_metadata.max_seq_len` in speculative decoding with Eagle (#32312) · e9ec2a72
  Ofir Zafrir authored Jan 15, 2026
```
Signed-off-by: Ofir Zafrir <ofir.zafrir@intel.com>
```
  e9ec2a72