Commits · 29ce48221c327d4d10f18dfa8fd06a6cecd358fd · OpenDAS / vllm_cscc

09 Jan, 2026 2 commits

[Cleanup] Remove obsolete spec decoding compatibility logic (#32003) · 29ce4822
Nick Hill authored Jan 08, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
29ce4822

[Async][Feat] support apply penalty or bad_words for async + spec (#30495) · 8ff4a995

zhrrr authored Jan 09, 2026


Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>

8ff4a995

08 Jan, 2026 1 commit
- [BugFix] Fix spec decoding edge case bugs (#31944) · 287b37cd
  Nick Hill authored Jan 07, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  287b37cd
30 Dec, 2025 1 commit
- [Minor] Various small code cleanups/simplifications (#31508) · 3b312fb7
  Nick Hill authored Dec 29, 2025
```
Signed-off-by: njhill <nickhill123@gmail.com>
```
  3b312fb7
18 Dec, 2025 1 commit
- [Cleanup] Remove unused ModelRunner V1 `InputBatch.num_tokens` field (#30218) · 686cbaac
  Nick Hill authored Dec 18, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  686cbaac
04 Dec, 2025 1 commit

[Model][6/N] Improve all pooling task | Support chunked prefill with ALL pooling (#27145) · 74c4d80c

wang.yuqi authored Dec 04, 2025

Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

74c4d80c

02 Dec, 2025 1 commit

[Core] Support reseting all running requests' KV while calling `reset_prefix_cache` (#28827) · d0cd7289

Zhuohan Li authored Dec 01, 2025


Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>

d0cd7289

25 Nov, 2025 1 commit

[Model] Add HunyuanOCR support (#29327) · 92effb07

Isotr0py authored Nov 25, 2025


Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

92effb07

24 Nov, 2025 1 commit

[Doc]: fix typos in various files (#29230) · eca7a8fb

Didier Durand authored Nov 24, 2025

Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

eca7a8fb

22 Nov, 2025 1 commit
- [BugFix] Fix chunked prompt logprobs + preemption (#29071) · 7df331c6
  Nick Hill authored Nov 22, 2025
  
  7df331c6
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

[Core] Reuse created spec tokens lists to mitigate GC cost (#28917) · 3319a493
Jialin Ouyang authored Nov 19, 2025
```
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
```
3319a493

18 Nov, 2025 1 commit
- Replace `torch.cuda.Event` with `torch.Event` for better hardware compatibility (#26985) · 2a2d5d27
  Kunshang Ji authored Nov 19, 2025
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  2a2d5d27
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

08 Nov, 2025 2 commits

[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

[Bugfix][LoRA][Spec Decode] Support LoRA with speculative decoding (#21068) · d0c77920

Xiaohong (Sean) Chen authored Nov 07, 2025

Signed-off-by: Sean Chen <xiaohong_chen1991@hotmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Danielle Robinson <dcmaddix@gmail.com>
Co-authored-by: Haipeng Li <li2haipeng@gmail.com>
Co-authored-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com>

d0c77920

31 Oct, 2025 1 commit
- [Bugfix] Allow 64-bit integer values for LoRA IDs to avoid overflow/truncation (#27876) · 675704ac
  Madeesh Kannan authored Oct 31, 2025
```
Signed-off-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
```
  675704ac
28 Oct, 2025 1 commit
- [Core][Bookkeeping Optimization] Update against numpy view of is_token_ids tensor (#27618) · b46e4a06
  Jialin Ouyang authored Oct 28, 2025
```
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
```
  b46e4a06
19 Oct, 2025 1 commit
- [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) · d31f7844
  Cyrus Leung authored Oct 19, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d31f7844
16 Oct, 2025 1 commit
- [Chore] Separate out `vllm.utils.collections` (#26990) · d2740faf
  Cyrus Leung authored Oct 16, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d2740faf
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 1 commit
- [BugFix] Make penalties and bad_words work with async scheduling (#26467) · 5bc26c43
  Nick Hill authored Oct 10, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  5bc26c43
09 Oct, 2025 3 commits
- [Core] Remove unused `prev_sampled_token_ids_invalid_indices` input batch field (#26514) · 2e54db4d
  Nick Hill authored Oct 09, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  2e54db4d
- [Misc] Misc code simplifications (#26450) · ddcbc2f3
  Nick Hill authored Oct 09, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  ddcbc2f3
- [Hybrid]: Decouple Kernel Block Size from KV Page Size (#24486) · d24cf322
  Zhiyuan Li authored Oct 09, 2025
```
Signed-off-by: lizhiyuan <uniartisan2017@gmail.com>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
```
  d24cf322
07 Oct, 2025 1 commit

[V1] Logit processors for rejection sampler (#19482) · 6ebaf43e

Sergei Skvortsov authored Oct 07, 2025


Signed-off-by: southfreebird <yvorott@gmail.com>
Signed-off-by: Sergei Skvortsov <sergeyskv@nebius.com>
Signed-off-by: Sergei Skvortsov <yvorott@gmail.com>
Co-authored-by: Sergei Skvortsov <sergeyskv@nebius.com>
Co-authored-by: Nick Hill <nhill@redhat.com>

6ebaf43e

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
04 Oct, 2025 1 commit
- [Misc] Require `merge_by_field_config` argument (#26214) · 736fbf4c
  Cyrus Leung authored Oct 04, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  736fbf4c
25 Sep, 2025 1 commit
- [Bugfix] fix apply_temperature to avoid nan in probs (#24734) · a676e668
  courage17340 authored Sep 25, 2025
```
Signed-off-by: courage17340 <courage17340@163.com>
```
  a676e668
19 Sep, 2025 1 commit

[CORE] Prompt Embeddings Support for v1 Engine (#24278) · 9a4600e4

Andrew Sansom authored Sep 18, 2025


Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

9a4600e4

18 Sep, 2025 1 commit
- [Spec Decode] Efficient padded speculation (#24539) · b7433ca1
  Benjamin Chislett authored Sep 18, 2025
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  b7433ca1
12 Sep, 2025 1 commit
- [Multimodal] Remove legacy multimodal fields in favor of MultiModalFeatureSpec (#24548) · 0377802c
  Flora Feng authored Sep 12, 2025
```
Signed-off-by: sfeng33 <4florafeng@gmail.com>
```
  0377802c
11 Sep, 2025 1 commit
- Add the support for the qwen3 next model (a hybrid attention model). (#24526) · e93f4cc9
  Tao He authored Sep 11, 2025
```
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  e93f4cc9
08 Sep, 2025 1 commit

[Sampler] Support returning all prompt logprobs (#23868) · b3d7e3c8

Xingyu Liu authored Sep 07, 2025


Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

b3d7e3c8

06 Sep, 2025 1 commit
- [Perf][V1] Fully overlap model execution (#23569) · cee182b2
  Benjamin Chislett authored Sep 05, 2025
```
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
```
  cee182b2
03 Sep, 2025 1 commit
- fix some typos (#24071) · 1bd007f2
  co63oc authored Sep 03, 2025
```
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
```
  1bd007f2
02 Sep, 2025 1 commit
- Remove runtime checks based on pooling params (#24051) · d59c9864
  Maximilien de Bayser authored Sep 02, 2025
```
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
```
  d59c9864
27 Aug, 2025 1 commit
- [Docs] Fix warnings in `mkdocs build` (continued) (#23743) · 4e4d017b
  Hyogeun Oh (오효근) authored Aug 28, 2025
```
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
```
  4e4d017b
25 Aug, 2025 1 commit

[Core][Multimodal] Track encode cache entries by mm_hash and enable embedding... · d765cf01

Chenguang Zheng authored Aug 25, 2025


[Core][Multimodal] Track encode cache entries by mm_hash and enable embedding sharing between requests (#22711)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

d765cf01

23 Aug, 2025 1 commit
- [BugFix] Fix batch updates for pooling models (#23398) · c80c53a3
  Nick Hill authored Aug 22, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  c80c53a3