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2645 Commits

Author SHA1 Message Date
Isotr0py
31fd3265c8
[Bugfix] Fix broken Minimax-01-VL model (#22116) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-19 08:49:29 +00:00
Woosuk Kwon
14006840ea
[V0 Deprecation] Remove V0 FlashInfer attention backend (#22776) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 19:54:16 -07:00
Robert Shaw
6603288736
[CI][V0 Deprecation] Removed V0 Only Chunked Prefill and Prefix Caching Tests (#22871) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 17:39:01 -07:00
Woosuk Kwon
c9b38be8aa
[Spec Decode] Make propose_draft_token_ids non-blocking for lower TTFT (#23041) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 17:20:38 -07:00
杨朱 · Kiki
569aefd134
chore: remove unnecessary patch_padding_side for the chatglm model (#23090) 
Signed-off-by: carlory <baofa.fan@daocloud.io>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-08-18 12:32:13 +00:00
Ning Xie
5a30bd10d8
[Bugfix] fix IntermediateTensors equal method (#23027) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-08-18 02:58:11 -07:00
Cyrus Leung
27e8d1ea3e
[Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-18 09:52:00 +00:00
Jee Jee Li
4d4061b6e7
[Kernel] Add cuda kernel for gpt_oss activation (#22951) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-17 05:03:24 +00:00
Cyrus Leung
5c32143b9d
[Refactor] Defer tensor data construction in MultiModalKwargs (#23030) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-16 21:05:50 -07:00
afeldman-nm
bf7f470b22
[V1] Logits processors extensibility (#19912) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: Andrew Feldman <afeld2012@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Andrew Feldman <afeld2012@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-16 12:59:17 -07:00
Michael Goin
4fc722eca4
[Kernel/Quant] Remove AQLM (#22943) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-08-16 19:38:21 +00:00
Michael Goin
3253ae765e
[Flaky CI] Increase timeout tolerance for test_mp_crash_detection+test_default_mm_lora_chat_completions (#23028) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-16 18:33:08 +00:00
Woonggi Min
68373d3126
[Frontend] Added support for HermesToolParser for models without special tokens (#16890) 
Signed-off-by: minpeter <kali2005611@gmail.com>
 2025-08-16 17:38:42 +00:00
汪志鹏
829bbd7882
[New Model]mBART model (#22883) 
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2025-08-16 12:16:58 +00:00
Cyrus Leung
4dff91c93d
[Refactor] Allow optional MultiModalKwargsItem in IPC (#23022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-16 11:30:49 +00:00
Isotr0py
2dbccce8a6
[CI][Bugfix] Skip Ovis2 generation test because of broken remote code (#22954) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-16 09:44:19 +00:00
Isotr0py
cc826a202b
[Multimodal] Update Tensor schema test to cover arbitrary shape mm inputs (#22867) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-16 00:44:50 -07:00
Andrew Sansom
78863f8c5c
[BugFix] Add support for loading prompt embeds tensors serialized on unavailable devices and sparse tensors (#22962) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-08-16 06:25:10 +00:00
Calvin Chen
e4e37ded56
[V1] support min_tokens for detokener (#22014) 
Signed-off-by: calvin chen <wen.chen@dynamia.ai>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-08-16 02:28:10 +00:00
Nick Hill
ad0297d113
[Misc] Support passing multiple request ids at once to AsyncLLM.abort() (#22944) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-15 17:00:36 -07:00
Yong Hoon Shin
3e2f7985a2
Support multiple attention groups for KV sharing (#22672) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-08-15 16:54:10 -07:00
Or Ozeri
c280066f9d
[v1] Move block_hashes from KVCacheManager to Request.block_hashes (#19728) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-08-15 16:52:52 -07:00
Nick Hill
b9dc9d2607
[BugFix] Handle case where async utility call is cancelled (#22996) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Yinghai Lu <yinghai@thinkingmachines.ai>
 2025-08-15 17:38:42 -06:00
eigen
1723ef1aae
minor: zero workspace buffer init for flashinfer trtllm-gen attn (#22603) 2025-08-15 21:38:10 +00:00
Michael Goin
8a87cd27d9
[CI] Speed up Whisper tests by reusing server (#22859) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-15 16:56:31 -04:00
bnellnm
8ad7285ea2
[Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra arguments from modular kernel methods. (#22035) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-15 14:46:00 -04:00
fhl2000
74f441f4b5
[Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-08-15 10:01:39 -04:00
Harry Mellor
e8b40c7fa2
[CI] Remove duplicated docs build from buildkite (#22924) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-15 05:58:06 -07:00
Thomas Parnell
75531a6c13
[V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-15 12:57:06 +00:00
Staszek Paśko
22341b996e
Improve multimodal hasher performance for re-used Image prompts (#22825) 
Signed-off-by: Staszek Pasko <staszek@gmail.com>
 2025-08-15 12:32:56 +00:00
Sayandip Dutta
aa300c438d
[Bugfix] Unquote file uri before reading image (#22912) 
Signed-off-by: Sayandip Dutta <sayandip199309@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-08-15 09:28:00 +00:00
amirai21
fe91ce9591
[V1] - Split Prefill and Decode for Mamba1 models (#22653) 
Signed-off-by: amirk <amirk@ai21.com>
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
 2025-08-15 08:59:52 +00:00
wang.yuqi
5406ebf5c9
[CI] Pooling models mteb test uses enforce_eager (#22878) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-15 01:16:15 -07:00
Asaf Joseph Gardin
3d232dbd19
[Mamba] - refactor: Renamed mamba_attn to mamba2_attn (#22818) 
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-15 06:38:05 +00:00
Wentao Ye
5c3fbfe46b
[Feature] Full Cuda Graph Support for Cutlass MLA and 6% E2E Throughput Improvement (#22763) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-15 06:27:30 +00:00
Michael Goin
0fe85087a9
[CI Perf] Prune tests in tests/kernels/attention/ (#22936) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-14 21:34:53 -06:00
Michael Goin
d2b0e97ea6
[CI Perf] Prune tests in tests/kernels/moe/ (#22939) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-14 21:33:42 -06:00
Michael Goin
590bddbfc5
[CI Perf] Prune tests in tests/kernels/quantization/ (#22942) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-14 21:25:34 -06:00
Nick Hill
ae05a6d83d
[BugFix] Fix port lookup in internal DP LB tests (#22252) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-15 11:17:11 +08:00
Simon Mo
f1f0d2fab8
Revert "[Kernel] Add cuda kernel for gpt_oss activation" (#22948) 2025-08-14 17:38:10 -07:00
Jee Jee Li
81f4b96481
[Kernel] Add cuda kernel for gpt_oss activation (#22538) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-14 17:21:29 -07:00
Nick Hill
ebcce2cd36
[Core] Return final response for aborted requests from AsyncLLM.generate (#22283) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-14 14:49:02 -07:00
nvjullin
279a5f31b3
[Kernel] Add nvfp4 gemm flashinfer backends (#22346) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-08-14 16:03:55 -04:00
Lucas Wilkinson
b8ff05361a
[CI] Temporarily disable flaky test (#22930) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-08-14 19:59:16 +00:00
Jinzhen Lin
33c63e9547
[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428) 
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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Co-authored-by: Abirdcfly <fp544037857@gmail.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Chenxi Yang <cxyang@cs.utexas.edu>
Co-authored-by: Chenxi Yang <cxyang@meta.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Weixiao Huang <hwx.simle@gmail.com>
Co-authored-by: Raghav Ravishankar <113712354+alyosha-swamy@users.noreply.github.com>
Co-authored-by: ericehanley <ericehanley@google.com>
Co-authored-by: Zhonghua Deng <abzhonghua@gmail.com>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
Co-authored-by: PiteXChen <44110731+CLFutureX@users.noreply.github.com>
Co-authored-by: lkchen <github@lkchen.net>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tlipoca9 <160737620+tlipoca9@users.noreply.github.com>
Co-authored-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Zhang Jason <ning.zhang2@amd.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Lain <siyuanf@nvidia.com>
Co-authored-by: tc-mb <157115220+tc-mb@users.noreply.github.com>
Co-authored-by: imning3 <hbning@pku.edu.cn>
Co-authored-by: Maximilien de Bayser <mbayser@br.ibm.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: qscqesze <qingjun@minimaxi.com>
Co-authored-by: Syed Muhammad Bin Asif <92625830+syedmba@users.noreply.github.com>
Co-authored-by: Lionel Villard <villard@us.ibm.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: ycyaw66 <497410282@qq.com>
Co-authored-by: Moritz Sanft <58110325+msanft@users.noreply.github.com>
Co-authored-by: Ming Yang <minos.future@gmail.com>
Co-authored-by: Adrián García García <adrigarvk8@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
Co-authored-by: JaceyShao <65159281+JaceyShao@users.noreply.github.com>
Co-authored-by: shaojunqi <shaojunqi.sjq@alibaba-inc.com>
Co-authored-by: Ricardo Decal <crypdick@users.noreply.github.com>
Co-authored-by: Andrew Chan <andrewkchan.akc@gmail.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: Zhiyu <zhiyuc@nvidia.com>
Co-authored-by: Shu Wang <shuw@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>
Co-authored-by: Junhao Li <streaver91@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: Hong Hanh <hanh.usth@gmail.com>
Co-authored-by: Daniel Serebrenik <74646983+pliops-daniels@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Guy Stone <guys@spotify.com>
Co-authored-by: yyweiss <70619747+yyweiss@users.noreply.github.com>
Co-authored-by: Pradyun92 <142861237+Pradyun92@users.noreply.github.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2025-08-14 11:23:22 -07:00
Thomas Parnell
ab9f2cfd19
[CI] [Hybrid] Bump min transformers version for Bamba and Jamba (#22908) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-08-14 11:01:16 -07:00
Nicolò Lucchesi
540d54ca8d
[CI] Re-enable transcriptions test_long_audio_request (#22890) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-08-14 11:34:34 +00:00
Isotr0py
7c3a0741c6
[Bugfix] Fix PixtralHFImagePixelInputs dynamic shape check (#22827) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-14 02:35:43 -07:00
Robert Shaw
a353bd083d
[CI] remove flaky v0 test (#22864) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2025-08-13 21:41:51 -07:00
Will Eaton
b6af24fba7
[CI][Entrypoints]: add filter to generation to filter out invalid tool calls (#22826) 
Signed-off-by: Will Eaton <weaton@redhat.com>
 2025-08-13 20:09:07 -07:00