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1520 Commits

Author SHA1 Message Date
Lucas Wilkinson
b5d70751d8
[BugFix] Reordering extend logic fix (#27739) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-10-29 21:39:34 -07:00
Nick Hill
2ce5c5d3d6
[BugFix] Handle unscheduled requests properly when async scheduling (#27756) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-29 21:04:25 -07:00
Wentao Ye
b5d90f7400
[Bug] Fix DBO IMA issue for DeepEPHT (#27666) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-29 16:28:27 -04:00
Nicolò Lucchesi
accb8fab07
[KVConnector] Add metrics to Prometheus-Grafana dashboard (#26811) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-10-29 18:44:49 +00:00
Braulio Dumba
1da3309ace
[Core] Exposing engine sleep & wake_up state as prometheus metrics (#24176) 
Signed-off-by: Braulio Dumba <Braulio.Dumba@ibm.com>
 2025-10-29 09:32:01 -07:00
Jialin Ouyang
0b51c9bd8b
[Core] Early return in SlidingWindowManager.remove_skipped_blocks (#27673) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-10-29 01:32:33 +00:00
Nick Hill
4fe5895361
[AsyncScheduling] Make async overlap work with logprobs (#27615) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-28 22:35:54 +00:00
Or Ozeri
111faf1118
[Core] Scheduler: Publish connector events after output (#25875) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-10-28 21:01:33 +00:00
Lucas Wilkinson
141e6a0505
[Misc] Make reorder batch also separate extends (#27367) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-10-28 10:55:10 -07:00
Cyrus Leung
f5710ef02a
[Misc] Make LayerBlockType a Literal instead of Enum (#27658) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-28 16:23:35 +00:00
Mohammad Miadh Angkad
a8c02fb5bf
[Bugfix][CI] Fix v1 attention backend tests and add CI coverage (#26597) 
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
Signed-off-by: Mohammad Miadh Angkad <mangkad.bsdsba2027@aim.edu>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-10-28 11:42:05 -04:00
22quinn
2abbd351ef
[Core] Enable async scheduling for external_launcher mode (#27394) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-10-28 13:52:47 +00:00
Cyrus Leung
f58d9b6404
[Misc] Separate out utils.counter and move utils.Device to engine (#27588) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-28 12:20:46 +00:00
Jialin Ouyang
b46e4a06f1
[Core][Bookkeeping Optimization] Update against numpy view of is_token_ids tensor (#27618) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-10-28 08:13:10 +00:00
Chauncey
61fbfe5274
[Bugfix] fixed inconsistent finish_reason handling between V0 and V1 engines (#27555) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-28 02:18:08 +00:00
usberkeley
69f064062b
Code quality improvements: version update, type annotation enhancement, and enum usage simplification (#27581) 
Signed-off-by: Bradley <bradley.b.pitt@gmail.com>
 2025-10-27 17:50:22 +00:00
Cyrus Leung
6ebffafbb6
[Misc] Clean up more utils (#27567) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-27 15:30:38 +00:00
Yeshwanth N
71b1c8b667
[Chore]:Extract math and argparse utilities to separate modules (#27188) 
Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
 2025-10-26 04:03:32 -07:00
Cyrus Leung
4c5f632165
[Misc] Simplify max tokens in multimodal registry (#27500) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-24 23:56:01 -07:00
Kuntai Du
b853540388
[Core][Hybrid allocator + kv connector 1/n] Enable hybrid allocator + KV cache connector (#25712) 
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
Signed-off-by: Kuntai Du <kuntai@uchicago.edu>
 2025-10-24 23:34:18 -07:00
Zhuohan Li
56ed7609a9
Revert "[Misc] Remove use of CUDA_VISIBLE_DEVICES for device selectio… (#27502) 2025-10-25 05:31:43 +00:00
Wentao Ye
52efc34ebf
[Log] Optimize Startup Log (#26740) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-24 19:27:04 -04:00
Lehua Ding
0402428200
[Perf][Async Scheduling] Remove CPU->GPU sync in dummy_run (#27455) 
Signed-off-by: Lehua Ding <lehuading@tencent.com>
 2025-10-24 20:45:36 +00:00
Ming Yang
0f67d4d962
[Attention] Add MLA prefill backend: trtllm_ragged_attention_deepseek (#26397) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
 2025-10-24 10:24:08 -07:00
fhl2000
284cc92275
[MISC] cudagraph_capture_sizes related improvements (#26016) 
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>
 2025-10-24 05:11:05 -07:00
Aaron Pham
d4c574c39f
[Chore] remove structural tags logging lines (#27451) 2025-10-24 05:35:45 +00:00
fhl2000
85fee74b33
[Bugfix][CI] Move resolving cudagraph_mode before initializing attn_metadata_builder (#27427) 
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
 2025-10-23 20:31:14 -07:00
Kebe
51dd14ac2b
[Bugfix][DP] Fix creating too many DP Placement Groups (#26880) 
Signed-off-by: Kebe <mail@kebe7jun.com>
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Co-authored-by: Rui Qiao <ruisearch42@gmail.com>
 2025-10-23 20:16:51 +00:00
Matthew Bonanni
dbfbf9f324
[Attention] Fix FlashMLA metadata builder arguments for q_len > 1 (#27368) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-23 15:58:15 -04:00
Jonathan Chen
ca76486a16
[Chore] Separate out vllm.utils.platform_utils.py (#27374) 
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
 2025-10-23 19:08:06 +00:00
Ilya Markov
237cf6d32a
[Misc] Remove use of CUDA_VISIBLE_DEVICES for device selection (fix DP slow startup time &c) (#26709) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-10-23 20:58:39 +08:00
Tova Movshovitz
88afa11010
[Metrics] [KVConnector] Add connector prefix cache hit rate stats (#26245) 
Signed-off-by: tovam <tovam@pliops.com>
 2025-10-23 12:21:08 +02:00
wang.yuqi
3729ed00ba
[Model] Add num_cached_tokens for PoolingRequestOutput (#27378) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-23 14:03:42 +08:00
Giancarlo Delfin
6644796bf4
[V1][spec decode] return logprobs for spec decoding (#26060) 
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-10-22 22:59:59 -07:00
Andrew Sansom
ff93cc8c84
[CORE] Support Prefix Caching with Prompt Embeds (#27219) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-10-22 22:18:07 -07:00
PiteXChen
243ed7d32e
[Bugfix][Core] running queue index leakage exception (#26754) 
Signed-off-by: CLFutureX <chenyongqyl@163.com>
 2025-10-22 21:40:12 -07:00
dongbo910220
a0003b56b0
[Chore] Separate out system utilities from vllm.utils (#27201) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-22 20:25:25 +00:00
Daisy-Ma-coder
5beacce2ea
[BugFix] bugfix for Flash Attention MLA with full cuda graph IMA following pr-25490 (#27128) 
Signed-off-by: qqma <qqma@amazon.com>
Co-authored-by: qqma <qqma@amazon.com>
 2025-10-22 19:36:39 +00:00
Sage
1651003c35
[Prefix Cache] Use LoRA name for consistent KV-cache block hashing (#27211) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
 2025-10-22 18:13:03 +00:00
Isotr0py
084a9dae80
[Bugfix] Disable FlexAttention direct block mask building for encoder-only models (#27344) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-22 16:39:08 +00:00
Nicolò Lucchesi
4dfdb821c8
[P/D] Dynamic kv_output_aggregator collect size (#26734) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-22 18:07:58 +02:00
dongbo910220
3ae082c373
[Chore] Separate out optional dependency checks from vllm.utils (#27207) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-22 10:44:21 -04:00
Benjamin Chislett
19748806f0
[Bugfix] skip cuda graph for drafter when running with eager (#26821) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-10-21 15:39:09 -07:00
ExtReMLapin
4a8a567e16
Updated xgrammar backend to not deny supported string formats (#27253) 
Signed-off-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Signed-off-by: ExtReMLapin <3909752+ExtReMLapin@users.noreply.github.com>
Co-authored-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-21 22:25:23 +00:00
Tao He
250fb1b8ea
[Bugfix] fixes the decoding metadata of dense mla's fp8 kvcache. (#27144) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-10-21 18:27:03 +00:00
Nick Hill
647214f3d5
[V0 Deprecation] Remove V0 executors (#27142) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-21 11:09:37 -07:00
Eugene Khvedchenya
e93ff6c8b9
Nemotron Nano V2 VL + EVS Video Support (#27107) 
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Signed-off-by: Natan Bagrov <nbagrov@nvidia.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Natan Bagrov <nbagrov@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-20 22:19:11 +08:00
Andy Lo
b63f2143f8
[LoRA] LoRA cuda graph specialization (#25914) 
Signed-off-by: Andy Lo <andy@mistral.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-20 04:21:09 +00:00
Sergei Skvortsov
f6fdacd82c
[Bugfix] Fix error with penalties when speculative decoding and structural output are enabled (#26586) 
Signed-off-by: southfreebird <yvorott@gmail.com>
 2025-10-19 19:24:46 +00:00
Cyrus Leung
d31f7844f8
[Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-19 05:20:55 -07:00