 Kyle Sayers
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f857a03f6b
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[QeRL] Layerwise Reloading (#32133)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-01-30 08:50:05 -07:00 |
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Patrick von PlatenandNick Hill
|
10152d2194
|
[Realtime API] Adds minimal realtime API based on websockets (#33187)
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-01-30 18:41:29 +08:00 |
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Cyrus Leung
|
c6e7404cc5
|
[Multimodal] Simplify MM input definitions (#33331)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-29 13:32:04 +00:00 |
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Wentao YeandNick Hill
|
3e440786af
|
[Feature] Fully support for async scheduling + PP, 30.8% E2E throughput improvement, 31.8% TPOT improvement (#32618)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-01-28 20:30:32 +00:00 |
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22quinn
|
a2b877df6c
|
[Bugfix] Lazy import NgramProposer in GPU model runner (#32821)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
|
2026-01-27 21:07:16 -08:00 |
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Matthew Bonanni
|
a608b4c6c2
|
[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-27 10:02:51 -05:00 |
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Itay EtelisandItay Etelis
|
a698e8e7ad
|
[Model] Use mm_position to compute mrope positions for Qwen2.5-Omni (#32772)
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
|
2026-01-25 20:15:53 +08:00 |
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91601ff478
|
[Feature] add session based streaming input support to v1 (#28973)
Signed-off-by: Joshua Deng <joshuakdeng@gmail.com>
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
|
2026-01-24 12:06:28 -08:00 |
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Reagan LeeandHiroken.
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06b557ecd9
|
feat(benchmark): add encoder forward pass benchmarking to mm-processor (#31655)
Signed-off-by: Reagan <reaganjlee@gmail.com>
Signed-off-by: Reagan Lee <96998476+reaganjlee@users.noreply.github.com>
Co-authored-by: Hiroken. <105287758+HirokenOvo@users.noreply.github.com>
|
2026-01-24 08:24:44 +00:00 |
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a28b94e6ef
|
[Performance] Split FlashAttn attention and cache update (#25954)
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>
|
2026-01-23 17:28:06 -08:00 |
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Lucas Wilkinson
|
3a41459501
|
[cudagraphs] Refactor cudagraph capture loop (#32946)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-01-23 13:22:20 -07:00 |
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Harry HuangandChen Zhang
|
5206e5e28c
|
[V1][Hybrid] Mamba Prefix Caching with align mode (#30877)
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>
|
2026-01-23 09:56:48 -08:00 |
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Lucas WilkinsonandMatthew Bonanni
|
2261340806
|
[Misc] Remove pad_for_cudagraphs from config (#30143)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-20 15:05:48 -05:00 |
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Cyrus Leung
|
4753f3bf69
|
[Model] Use context managers for encoder- and LM-only mode (#32605)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-20 11:43:38 +08:00 |
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Tomas Ruiz
|
4a5299c93f
|
feat: spec decode with draft models (#24322)
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
|
2026-01-19 16:05:46 -05:00 |
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Nicolò Lucchesi
|
74c583bc50
|
[Core] Whisper support torch.compile (#30385)
Signed-off-by: NickLucche <nlucches@redhat.com>
|
2026-01-19 10:02:31 +00:00 |
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Hongxin Xuandarlenxu
|
03da3b52ef
|
[Bugfix] Refactor to support DP parallel in R3 (#32306)
Signed-off-by: xhx1022 <1737006628@qq.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
|
2026-01-16 15:13:58 +08:00 |
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Cyrus Leung
|
cbbae38f93
|
[2/N] Move cache factories to MM registry (#32382)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-15 01:02:30 -08:00 |
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Cyrus Leung
|
90db5b31e4
|
[Refactor] Move top-level dummy data generation to registry (#32310)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-14 02:17:46 -08:00 |
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Angela Yi
|
7933638051
|
[misc] Remove is_torch_equal_or_newer(2.4) cases (#32296)
Signed-off-by: angelayi <yiangela7@gmail.com>
|
2026-01-13 23:22:07 -08:00 |
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Matthew Bonanni
|
98f60e5acb
|
[6/N][Attention] Move utils to more appropriate locations (#32215)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-13 05:38:52 -08:00 |
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|
Matthew Bonanni
|
20228cb851
|
[3/N][Attention] Move AttentionMetadata-related code from utils.py to backend.py (#32054)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-12 09:13:56 -08:00 |
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|
|
49e6b86c91
|
[Feature] Support recording expert indices for rollout router replay (#28284)
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>
|
2026-01-12 06:23:04 -08:00 |
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|
Or Ozeri
|
4c16ba617f
|
[KVConnector] OffloadingConnector: Fix bug in handling of preemptions (#29870)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
|
2026-01-11 08:05:36 +00:00 |
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zhrrr
|
97ba96fbe9
|
[perf][async] support non cpu sync get logprob tensors for spec (#31336)
Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
|
2026-01-09 21:24:51 +00:00 |
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Matthew Bonanni
|
2612ba9285
|
[1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-09 13:10:24 -08:00 |
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Nick Hill
|
29ce48221c
|
[Cleanup] Remove obsolete spec decoding compatibility logic (#32003)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-01-09 05:44:18 +00:00 |
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zhrrrandNick Hill
|
8ff4a99566
|
[Async][Feat] support apply penalty or bad_words for async + spec (#30495)
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>
|
2026-01-09 02:31:50 +00:00 |
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Nick Hill
|
a3d909ad2b
|
[Misc] Tidy up some spec decode logic in GPUModelRunner (#31591)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-01-08 09:10:07 -08:00 |
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|
Nick Hill
|
287b37cda4
|
[BugFix] Fix spec decoding edge case bugs (#31944)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-01-08 15:31:03 +08:00 |
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|
Ning Xie
|
c907d22158
|
[refactor] refactor memory constants usage (#31865)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
|
2026-01-07 18:37:31 +00:00 |
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Cyrus Leung
|
b7036c87a1
|
[Refactor] Clean up pooler modules (#31897)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-08 00:07:43 +08:00 |
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|
tianshu-Michael-yu
|
efeaac92f2
|
[Bugfix] Fix race condition in async-scheduling for vlm model (#31841)
Signed-off-by: Tianshu Yu <tianshuyu.formal@gmail.com>
|
2026-01-07 06:45:10 +00:00 |
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|
Benjamin ChislettandNick Hill
|
f7008ce1c4
|
[Perf] Async Scheduling + Speculative Decoding + Structured Outputs (#29821)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
|
2026-01-06 18:50:37 +00:00 |
|
|
Nick Hill
|
43e3f8e4a9
|
[Misc] Various code simplifications (#31666)
Signed-off-by: njhill <nickhill123@gmail.com>
|
2026-01-04 18:35:56 -08:00 |
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|
Nick Hill
|
da436f868a
|
[Minor] Small pooler output processing optimization (#31667)
Signed-off-by: njhill <nickhill123@gmail.com>
|
2026-01-04 18:33:12 -08:00 |
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|
Nick Hill
|
6c2cfb62ff
|
[BugFix] Fix async scheduling for pooling models (#31584)
Signed-off-by: njhill <nickhill123@gmail.com>
|
2025-12-31 14:48:51 -08:00 |
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|
maang-h
|
b4bb5f312f
|
[Core] Remove unused num_tokens parameter from _init_model_kwargs (#31517)
Signed-off-by: maang <maang_h@163.com>
|
2025-12-30 20:47:23 -08:00 |
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|
vintipandey
|
04147dcfa7
|
[Bugfix]Fix pooling model always disabled due to incorrect PP rank check (#31505)
Signed-off-by: vintipandey <vinti.pandey@gmail.com>
|
2025-12-30 11:27:10 -08:00 |
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|
Nick Hill
|
3b312fb792
|
[Minor] Various small code cleanups/simplifications (#31508)
Signed-off-by: njhill <nickhill123@gmail.com>
|
2025-12-29 22:42:06 -08:00 |
|
|
Nick Hill
|
094fcce250
|
[BugFix] Re-fix async multimodal cpu tensor race condition (#31373)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: njhill <nickhill123@gmail.com>
|
2025-12-28 03:05:08 -08:00 |
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|
|
ce1eafd1a5
|
[Core] Initialize LoRA support for tower and connector in multi-modal models (#26674)
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>
|
2025-12-26 04:48:20 -08:00 |
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|
Cyrus Leung
|
09dc7c690c
|
[Chore][1/2] Drop v0.14 deprecations (#31285)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-12-24 09:54:01 -08:00 |
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|
Cyrus Leung
|
ca6a95ba25
|
[Chore] Simplify logic of _execute_mm_encoder (#31222)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-12-23 18:15:16 -08:00 |
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|
Patrick von Platen
|
3faa8bee57
|
adapt voxtral (#31095)
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
|
2025-12-23 05:31:55 -08:00 |
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|
Lucas Wilkinson
|
de71747655
|
[SpecDecode] Simplified alternative padded-speculation acceptance rate fix (#29845)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2025-12-22 13:06:10 -08:00 |
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|
dengyunyang
|
8f8f469b1b
|
[BugFix] skip language model in Encoder (#30242)
Signed-off-by: dengyunyang <584797741@qq.com>
|
2025-12-22 05:25:59 -08:00 |
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|
Lucas Wilkinson
|
5f6477d1d0
|
[BugFix] Fix TypeError: unhashable type: 'dict' when serving deepseek32 (#30924)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2025-12-19 16:07:54 -05:00 |
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|
Nick Hill
|
b0b77c4655
|
[BugFix] Fix spec decode + structured outputs + preemption edge case (#30916)
Signed-off-by: Nick Hill <nhill@redhat.com>
|
2025-12-18 12:59:55 -08:00 |
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|
Nick Hill
|
686cbaac64
|
[Cleanup] Remove unused ModelRunner V1 InputBatch.num_tokens field (#30218)
Signed-off-by: Nick Hill <nhill@redhat.com>
|
2025-12-18 09:17:00 -08:00 |
|