Commits · 64bc09ba279d42bbb7f8c4fba6a049474c438774 · OpenDAS / vllm_cscc

30 Nov, 2025 1 commit
- [Core] Enable `inputs_embeds_size` separate from `hidden_size` (#29741) · 64bc09ba
  Cyrus Leung authored Nov 30, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  64bc09ba
28 Nov, 2025 4 commits
- [Perf] Optimize EAGLE prepare_inputs_padded with triton kernels (#28597) · 1986de13
  Benjamin Chislett authored Nov 28, 2025
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
```
  1986de13
- [Doc]: fixing typos in multiple files. (#29685) · fae69430
  Didier Durand authored Nov 28, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  fae69430
- [mypy] Enable type checking for more directories (#29674) · 9e6bcda3
  Cyrus Leung authored Nov 29, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  9e6bcda3
- [Multimodal][Speculative Decoding]Eagle3 mm support, enablement on qwen3vl (#29594) · 37b15e97
  EanWang211123 authored Nov 28, 2025
```
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
```
  37b15e97
27 Nov, 2025 1 commit
- [Attention] Update attention imports (#29540) · fc1d8be3
  Matthew Bonanni authored Nov 27, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  fc1d8be3
25 Nov, 2025 3 commits

Revert back to torch.equal over torch.allclose from #28819 (#29086) · 0231ce83
Eldar Kurtić authored Nov 25, 2025
```
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
```
0231ce83

Rémi Delacourt authored Nov 25, 2025


Signed-off-by: Rémi Delacourt <remi@mistral.ai>
Signed-off-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Signed-off-by: remi <remi@mistral.ai>

12c007e2

[Spec Decode] Add support for EAGLE3 heads that do not use_aux_hidden_states (#27688) · 5f9679a4

Hanjie Qiu authored Nov 24, 2025


Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>

5f9679a4

22 Nov, 2025 1 commit
- [BugFix] Fix Eagle `IndexError: list index out of range` for even `num_speculative_tokens` (#29102) · 30d64662
  Lucas Wilkinson authored Nov 21, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  30d64662
21 Nov, 2025 1 commit
- Revert "[Redo] #26368 (#28771)" (#29121) · 30b9c677
  Jialin Ouyang authored Nov 20, 2025
```
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
```
  30b9c677
20 Nov, 2025 1 commit
- [Bugfix] Fix spec decode memory regression after #28549 (#28819) · 93c8672c
  Zhewen Li authored Nov 20, 2025
```
Signed-off-by: zhewenli <zhewenli@meta.com>
```
  93c8672c
19 Nov, 2025 1 commit

Eagle: MM Cuda Graphs with MRope (#28896) · 02f5903b

Izzy Putterman authored Nov 19, 2025


Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

02f5903b

17 Nov, 2025 1 commit

[Core] Async Scheduling X Spec Decoding Compatibility (#24799) · d8874c61

Ronald authored Nov 18, 2025


Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>

d8874c61

15 Nov, 2025 4 commits
- Add support for Eagle with separate lm-head and embed_tokens layers (#28549) · e439c784
  Eldar Kurtić authored Nov 15, 2025
```
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
```
  e439c784
- [Redo] #26368 (#28771) · 98b4d389
  Cyrus Leung authored Nov 15, 2025
```
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
```
  98b4d389
- Revert "[Core] Performance: Use list[np.ndarray] instead of list[list… (#28773) · ac86bff8
  Nick Hill authored Nov 14, 2025
  
  ac86bff8
- [Core] Performance: Use list[np.ndarray] instead of list[list[int]] for output... · 186352b2
  Jialin Ouyang authored Nov 14, 2025
```
[Core] Performance: Use list[np.ndarray] instead of list[list[int]] for output tokens for GC optimization (#26368)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
```
  186352b2
13 Nov, 2025 1 commit
- Rename clashing method names for vLLM model protocol (#27583) · 97d1c993
  Harry Mellor authored Nov 13, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  97d1c993
11 Nov, 2025 1 commit

[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

05 Nov, 2025 1 commit

[BugFix] Support EP/DP + EPLB with MTP (#25311) · e50c4546

Ilya Markov authored Nov 05, 2025


Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>

e50c4546

04 Nov, 2025 1 commit

[model] Add support for openPangu_Ultra_MoE (#27521) · 05cae69f

yt0428 authored Nov 05, 2025


Signed-off-by: yuantao <2422264527@qq.com>
Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

05cae69f

03 Nov, 2025 1 commit
- [Spec Decode] Integrate Suffix Decoding from Arctic Inference (#25784) · 2c19d967
  Aurick Qiao authored Nov 03, 2025
```
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com>
```
  2c19d967
01 Nov, 2025 1 commit
- [Bugfix] DeepSeek V3.2 MTP metadata & CUDA graph issues (#26779) · d811b442
  Haco authored Nov 01, 2025
```
Signed-off-by: xiaohajiayou <923390377@qq.com>
```
  d811b442
24 Oct, 2025 1 commit

[MISC] `cudagraph_capture_sizes` related improvements (#26016) · 284cc922

fhl2000 authored Oct 24, 2025

Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

284cc922

23 Oct, 2025 2 commits
- [Chore] Separate out `vllm.utils.platform_utils.py` (#27374) · ca76486a
  Jonathan Chen authored Oct 23, 2025
```
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
```
  ca76486a
- [V1][spec decode] return logprobs for spec decoding (#26060) · 6644796b
  Giancarlo Delfin authored Oct 22, 2025
```
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
```
  6644796b
18 Oct, 2025 1 commit
- [Misc] Refactor `get_kv_cache_spec` into `AttentionLayerBase` (#26587) · b26b70be
  Nicolò Lucchesi authored Oct 18, 2025
```
Signed-off-by: NickLucche <nlucches@redhat.com>
```
  b26b70be
17 Oct, 2025 1 commit
- [V1][Spec Decode] Fix greedy temperature detection after sampler refactor (#27077) · acedc74b
  Pradyun92 authored Oct 17, 2025
```
Signed-off-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
```
  acedc74b
15 Oct, 2025 1 commit

[Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change ... · 96b9aa5a

Morrison Turnansky authored Oct 14, 2025


[Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change  compilation level to compilation mode, deprecation compilation level (#26355)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

96b9aa5a

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 2 commits

[BUG] Qwen3-next MTP. Fix attn metadata build bug (#26564) · e94cfd51
Vadim Gimpelson authored Oct 10, 2025
```
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
```
e94cfd51

[Spec-Decode] Support piecewise cudagraphs for Eagle head (#25109) · 29255cfc

Lucas Wilkinson authored Oct 10, 2025


Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>

29255cfc

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

06 Oct, 2025 1 commit

[Bugfix][Spec Decode] Fix wrong valid_mask for padded speculation when chunked... · b2ea5ba6

7mile authored Oct 07, 2025


[Bugfix][Spec Decode] Fix wrong valid_mask for padded speculation when chunked prefill occurs (#26231)
Signed-off-by: seven-mile <i@7li.moe>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>

b2ea5ba6

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
01 Oct, 2025 1 commit
- [Model] MTP fallback to eager for DeepSeek v32 (#25982) · 001e50c9
  Lucia Fang authored Sep 30, 2025
```
Signed-off-by: Lu Fang <fanglu@fb.com>
```
  001e50c9
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

29 Sep, 2025 1 commit
- [XPU]Fix xpu spec decoding UTs, avoid using cuda graph (#25847) · 143844fa
  Kunshang Ji authored Sep 29, 2025
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  143844fa