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756 Commits

Author SHA1 Message Date
Matthew Bonanni
01baefe674
Add TP parameter to attention tests (#27683) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-03 13:04:40 -08:00
Aurick Qiao
2c19d96777
[Spec Decode] Integrate Suffix Decoding from Arctic Inference (#25784) 
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com>
 2025-11-03 09:23:31 -08:00
Lucas Wilkinson
4bc400f47e
[CI/Testing] Add basic single node dual batch overlap test (#27235) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-11-03 17:00:46 +00:00
Rémi Delacourt
cec7c28833
[Bugfix] Padded Eagle Specdec with Chunked Prefill (#26263) 
Signed-off-by: Rémi Delacourt <remi@mistral.ai>
Signed-off-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Signed-off-by: remi <remi@mistral.ai>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-11-03 02:22:46 -05:00
Biswa Panda
1bf43ae35d
[BugFix][LoRA] use adapter_id instead of id field of lora_request (#27728) 
Signed-off-by: Biswa Panda <biswa.panda@gmail.com>
 2025-11-03 10:08:08 +08:00
Yihua Cheng
e675118849
[Add] cmdline argument parsing for KV cache offloading modules (#27621) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-01 07:17:07 +00:00
Nick Hill
0cdbe7b744
[Core] Async scheduling + structured outputs compatibility (#26866) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-01 00:35:04 +00:00
Chen Zhang
df334868ca
[Hybrid] A simpler algorithm to find kernel_block_size (#26476) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-31 21:30:28 +00:00
Matthew Bonanni
f29aeb5a25
Add FLASHINFER_MLA to test_mla_backends and add B200 CI run (#27663) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-31 11:12:19 -07:00
GuanLuo
d6517be3cd
[Bugfix] Missing NIXL metadata for handshake initialization if instance spans multi-node (#26338) 
Signed-off-by: Guan Luo <gluo@nvidia.com>
Signed-off-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
Signed-off-by: Guan Luo <41310872+GuanLuo@users.noreply.github.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2025-10-31 10:16:00 -07:00
Zhewen Li
0fe0140408
[KV offload] Enable CPU KV offload on CUDA alike Platforms (#27770) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-30 22:10:29 +08:00
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
Nicolò Lucchesi
0f95a1c3f2
[CI] Fix flaky test_two_responses_with_same_prev_id test (#27745) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-29 15:10:35 +00:00
Zhewen Li
9a0d2f0d92
[CI/Build] Skip cpu offloading test on AMD (#27690) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-29 12:55:51 +00:00
Dipika Sikka
413ef7a3b4
[Speculators] Move tests + fix integration (#27308) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
Signed-off-by: rahul-tuli <rtuli@redhat.com>
Co-authored-by: Rahul Tuli <rtuli@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-10-29 00:54:21 -07:00
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
Wentao Ye
6afc28a9ba
[Test] Batch Invariant: Unit test using parameterized backend (#27478) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-28 13:51:35 -07:00
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
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
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
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
Jiangyun Zhu
29c9cb8007
[CI] Add tests for cudagraph (#27391) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-25 02:37:33 +00:00
kourosh hakhamaneshi
7e1d697b56
[Bugfix] Fix MultiConnector stats reconstruction across process boundaries (#27366) 
Signed-off-by: Kourosh Hakhamaneshi <Kourosh@anyscale.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2025-10-24 17:08:05 +00:00
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
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
Zhewen Li
50b788a17a
[CI/Build] Fix AMD CI: test_cpu_gpu.py (#27388) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-23 07:55:00 +00:00
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
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
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
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
Russell Bryant
58fab50d82
[Frontend] Require flag for loading text and image embeds (#27204) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-22 15:52:02 +00:00
Mark McLoughlin
4ca13a8667
[NIXL] Terminate handshake listener thread in shutdown (#26404) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-10-22 16:59:53 +02:00
Nicolò Lucchesi
bfa59be8f1
[CI] Nixl integration tests DP-EP (#27199) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-22 11:17:48 +08:00
Tyler Michael Smith
6c2eef5a5d
[P/D] KVConnector for decode benchmarking (#25986) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-10-21 16:30:47 -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
Huy Do
becb7de40b
Update PyTorch to 2.9.0+cu129 (#24994) 
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-21 17:20:18 -04:00
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
Nicolò Lucchesi
72f431e709
[Nixl] Minor refactor to handshake related metadata (#26410) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-21 09:07:47 +02:00
Nicolò Lucchesi
f9e7ad5400
[Bugfix][CI] Fix Distributed Tests (4 GPUs) async_sched+ray test (#27195) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-20 16:34:54 +00:00
dongbo910220
8a297115e2
[Chore] Separate out hashing utilities from vllm.utils (#27151) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
 2025-10-19 11:09:38 +08:00
Tova Movshovitz
83e760c57d
[V1][Metrics][Plugin] Add plugin support for custom StatLoggerBase implementations (#22456) 
Signed-off-by: tovam <tovam@pliops.com>
 2025-10-18 15:12:46 -07:00
Isotr0py
6ac5e06f7c
[Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Wentao Ye
245e4f2c01
[Feature] Batch Invariant: Support DeepGEMM and Blackwell (#27127) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-18 09:28:05 -04:00
iAmir97
1d165d6d85
[Chore] Separate out vllm.utils.mem_utils (#27143) 
Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Signed-off-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-18 10:06:59 +00:00
Hanchenli
7c572544e4
[GPT-OSS] Structure_Tag support for gpt-oss tool-call in cot (#25515) 
Signed-off-by: Hanchenli <lihanc2002@gmail.com>
Signed-off-by: Hanchenli <61769611+Hanchenli@users.noreply.github.com>
Signed-off-by: Wei Wei <wwei6@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wei Wei <wwei6@meta.com>
Co-authored-by: Wei Wei <weiweinpu@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-17 21:55:54 -07:00
Huamin Li
c312320764
[CI/Build] tests(v1): feed Triton attention the (num_blocks, 2, …) KV cache layout in backend-correctness tests (#26663) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-10-17 21:11:26 -07:00
Wentao Ye
f50cc221ea
[Test] Make test_failure more stable for batch invariance (#27054) 2025-10-17 16:59:08 -04:00