Commits · ffe1fc7a28841973135b981fb68ce515b409a236 · OpenDAS / vllm_cscc

02 Feb, 2026 1 commit

Reduce the kernel overhead when num of active loras is smaller than max... · ffe1fc7a

yugong333 authored Feb 02, 2026


  Reduce the kernel overhead when num of active loras is smaller than max loras. Multiple cuda graphs are captured for each num of active-loras. (#32005)
Signed-off-by: Yu Gong <yu3.gong@gmail.com>

ffe1fc7a

30 Jan, 2026 1 commit
- Move decode context parallel validationn to `ParallelConfig` (#33239) · d334dd26
  Harry Mellor authored Jan 30, 2026
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  d334dd26
27 Jan, 2026 1 commit
- [Bugfix] Fix display error (inconsistent with context) (#33020) · f5d7049c
  linhaifeng authored Jan 28, 2026
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Signed-off-by: linhaifeng <1371675203@qq.com>
```
  f5d7049c
23 Jan, 2026 1 commit

[V1][Hybrid] Mamba Prefix Caching with align mode (#30877) · 5206e5e2

Harry Huang authored Jan 24, 2026


Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>

5206e5e2

20 Jan, 2026 1 commit
- [Model] Use context managers for encoder- and LM-only mode (#32605) · 4753f3bf
  Cyrus Leung authored Jan 20, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  4753f3bf
19 Jan, 2026 1 commit
- feat: spec decode with draft models (#24322) · 4a5299c9
  Tomas Ruiz authored Jan 19, 2026
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Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
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  4a5299c9
15 Jan, 2026 1 commit
- [UX] Use kv_offloading_backend=native by default (#32421) · 1be5a735
  Michael Goin authored Jan 15, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  1be5a735
14 Jan, 2026 1 commit
- Consolidate Intel Quantization Toolkit Integration in vLLM (#31716) · 50632adc
  Yi Liu authored Jan 14, 2026
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Signed-off-by: yiliu30 <yi4.liu@intel.com>
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  50632adc
13 Jan, 2026 1 commit
- [Misc] Allow enabling NCCL for DP sync when async scheduling (#32197) · 9273a427
  Nick Hill authored Jan 12, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  9273a427
12 Jan, 2026 1 commit

[Feature] Support recording expert indices for rollout router replay (#28284) · 49e6b86c

Hongxin Xu authored Jan 12, 2026


Signed-off-by: xhx1022 <1737006628@qq.com>
Signed-off-by: Hongxin Xu <70438206+xhx1022@users.noreply.github.com>
Signed-off-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>

49e6b86c

09 Jan, 2026 3 commits

[1/N][Attention] Restructure attention: move files (#31916) · 2612ba92
Matthew Bonanni authored Jan 09, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2612ba92

[Feature] Add iteration level logging and enhance nvtx marker (#31193) · 6ebe34d6

Max Hu authored Jan 08, 2026


Signed-off-by: Max Hu <maxhu@nvidia.com>
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: Max Hu <maxhu@nvidia.com>

6ebe34d6

[Quantization] Deprecate Long Tail of Schemes (#31688) · 5825bbc1

Robert Shaw authored Jan 08, 2026

Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

5825bbc1

08 Jan, 2026 2 commits

RayLLM Bugfix - Preserve obj store URL for multi engine_config creation (#30803) · 04a49669

omer-dayan authored Jan 08, 2026


Signed-off-by: Omer Dayan <omdayan@nvidia.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

04a49669

[Fix] Enable mm_processor_cache with vision LoRA (#31927) · d3235cb5
prashanth058 authored Jan 08, 2026
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Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
```
d3235cb5

06 Jan, 2026 1 commit
- [UX] Add `-ep` shorthand for `--enable-expert-parallel` (#30890) · a68e703c
  Michael Goin authored Jan 05, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  a68e703c
02 Jan, 2026 2 commits
- [BugFix] Support online dense model DP without overhead (#30739) · bd877162
  Nick Hill authored Jan 02, 2026
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Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: njhill <nickhill123@gmail.com>
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  bd877162
- Add Multimodal Processor Benchmark (#29105) · 1f5b7c41
  Reagan Lee authored Jan 01, 2026
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Signed-off-by: Reagan Lee <reaganjlee@gmail.com>
Signed-off-by: Reagan <reaganjlee@gmail.com>
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  1f5b7c41
26 Dec, 2025 1 commit

[Core] Initialize LoRA support for tower and connector in multi-modal models (#26674) · ce1eafd1

Jee Jee Li authored Dec 26, 2025


Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Anexdeus <5142168@mail.ru>

ce1eafd1

24 Dec, 2025 2 commits
- [Bugfix] Fix `max_model_len="auto"` handling (#31260) · 7adeb4bf
  Cyrus Leung authored Dec 24, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  7adeb4bf
- Add `--max-model-len auto` to auto-fit context to available memory (#29431) · 8ee90c83
  Michael Goin authored Dec 24, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  8ee90c83
18 Dec, 2025 2 commits

Remove all2all backend envvar (#30363) · 41b6f920

Elizabeth Thomas authored Dec 18, 2025

Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

41b6f920

[Metrics] Model FLOPs Utilization estimation (#30738) · a0b782f9

SungMinCho authored Dec 17, 2025


Signed-off-by: SungMinCho <tjdals4565@gmail.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>

a0b782f9

17 Dec, 2025 1 commit
- [Fix]Load kv-cache dtype from hf_quant_config.json automatically (fix for reverted PR) (#30785) · 7b966ae2
  danielafrimi authored Dec 17, 2025
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Signed-off-by: <>
Co-authored-by: root <root@gpu-937.slurm-workers-slurm.slurm.svc.cluster.local>
```
  7b966ae2
16 Dec, 2025 1 commit

[feature] extend DBO to XBO (#30120) · b9ff4f2a

jiangkuaixue123 authored Dec 16, 2025


Signed-off-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
Co-authored-by: root <root@hk01dgx028.cm.cluster>

b9ff4f2a

15 Dec, 2025 1 commit

[Misc][Hybrid allocator + kv connector] Optionally enable hybrid allocator +... · 185c22bf

Nicolò Lucchesi authored Dec 15, 2025


[Misc][Hybrid allocator + kv connector] Optionally enable hybrid allocator + KV cache connector (#29805)
Signed-off-by: NickLucche <nlucches@redhat.com>

185c22bf

12 Dec, 2025 1 commit
- [Bug] Fix attention_backend arg string parsing (#30534) · 09ad3b76
  Michael Goin authored Dec 12, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  09ad3b76
11 Dec, 2025 4 commits
- [Misc][PCP&DCP] relocate PCP feature check (#30050) · a11f4a81
  Qiu authored Dec 11, 2025
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Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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  a11f4a81
- fix: enhance human_readable_int function (#30337) · d02d1043
  Ning Xie authored Dec 11, 2025
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
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  d02d1043
- [Deprecation] Remove deprecated task, seed and MM settings (#30397) · 7e24e5d4
  Cyrus Leung authored Dec 11, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  7e24e5d4
- [Deprecation] Remove deprecated plugin and compilation fields for v0.13 release (#30396) · 5a87d8b9
  Cyrus Leung authored Dec 11, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  5a87d8b9
09 Dec, 2025 1 commit

[Cleanup] Refactor profiling env vars into a CLI config (#29912) · e858bfe0

Benjamin Chislett authored Dec 09, 2025

Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

e858bfe0

07 Dec, 2025 2 commits
- Revert "[Renderer] Separate out `RendererConfig` from `ModelConfig` (#30145)" (#30199) · e83b7e37
  Cyrus Leung authored Dec 07, 2025
  
  e83b7e37
- [Renderer] Separate out `RendererConfig` from `ModelConfig` (#30145) · 27f4c2fd
  Cyrus Leung authored Dec 07, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  27f4c2fd
06 Dec, 2025 1 commit
- [Misc] Move `disable_nccl_for_dp_synchronization` init logic into `VllmConfig` (#30161) · 4026ae31
  Nick Hill authored Dec 05, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
```
  4026ae31
05 Dec, 2025 2 commits

[Attention][UX][1/N] Add AttentionConfig and change attention env vars to CLI arguments (#26315) · 66e674cd

Matthew Bonanni authored Dec 05, 2025

Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>

66e674cd

[Feature] Add Layer-wise NVTX Support (#29990) · c2894d38

Max Hu authored Dec 05, 2025


Signed-off-by: Max Hu <hyoung2991@gmail.com>
Signed-off-by: Max Hu <maxhu@nvidia.com>
Co-authored-by: Max Hu <maxhu@nvidia.com>

c2894d38

03 Dec, 2025 1 commit
- Add logging for cudagraph related info (#29825) · 69520bc6
  Yong Hoon Shin authored Dec 02, 2025
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Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
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  69520bc6
02 Dec, 2025 2 commits
- [Bugfix][EPLB] Prevent user-provided EPLB config from being overwritten with defaults (#29911) · e6f114ac
  Sage Moore authored Dec 02, 2025
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
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  e6f114ac
- [Chore]: Reorganize gguf utils funtions under `transformers_utils` (#29891) · 63b1da76
  Isotr0py authored Dec 03, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  63b1da76