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2339 Commits
Author SHA1 Message Date
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 DelfinandNick Hill 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
dongbo910220andCyrus Leung 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-coderandqqma 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
dongbo910220Wentao YeCyrus Leung
 		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
ExtReMLapinCNE Pierre FICHEPOILgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		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 HeandLucas Wilkinson 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 KhvedchenyaNatan BagrovRoger Wang
 		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 LoandJee Jee Li 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
iAmir97andiAmir97 7a6c8c3fa1 [Chore] Separate out vllm.utils.network_utils (#27164) 
Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
 2025-10-19 03:06:32 -07:00
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
22quinn 191eed0bb9 [BugFix] Fix lazy imports involving outlines_core (#27158) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-10-19 02:35:32 +00:00
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
Nick Hill 3b45075206 [Minor] Add some clarifying comments to recent changes (#27130) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-18 09:52:45 -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
Nicolò Lucchesi b26b70bec4 [Misc] Refactor get_kv_cache_spec into AttentionLayerBase (#26587) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-18 13:51:21 +00:00
Fadi Arafeh ab4be40fc5 [fix][cpu] fix prefill attention in CPU attention backend (#27035) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2025-10-18 13:30:21 +00:00
iAmir97iAmir97gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		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
Hanchenligemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Wei WeiWei WeiCyrus Leung
 		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
Pradyun92andPradyun Ramadorai acedc74b1a [V1][Spec Decode] Fix greedy temperature detection after sampler refactor (#27077) 
Signed-off-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
 2025-10-17 13:27:47 -07:00
Patrick von Platengemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Rui Qiao
 		b038d9c40c [Data-parallel] Allow DP>1 for world_size > num_gpus on node (8) (#26367) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Rui Qiao <ruisearch42@gmail.com>
 2025-10-17 08:24:42 -07:00
Harry Mellor 6c9fdbf725 [Docs] Replace rst style double-backtick with md single-backtick (#27091) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-17 02:47:34 -07:00
Jee Jee Li fec2b341ad [Kernel] Lazy import FlashInfer (#26977) 2025-10-17 04:48:18 +00:00
Nick Hill fe3b9372ad [Core] Change execute_model_with_error_logging() to be a ctx manager (#27060) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-17 11:45:32 +08:00
Lukas Geiger 4d055ef465 Remove unused imports (#26972) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-16 19:51:17 -07:00
Cyrus Leung 4d4d6bad19 [Chore] Separate out vllm.utils.importlib (#27022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 00:48:59 +00:00
Bram Wasti b2f78cbad4 [small][batch invariance] Rename the env and internal flags to simplify usage (#26855) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
 2025-10-16 21:40:25 +00:00
rongfu.leng 5afd3276df [Feature] Add process_weights_after_loading to AttentionImpl (#26870) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-10-16 08:02:30 -07:00
Cyrus Leung d2740fafbf [Chore] Separate out vllm.utils.collections (#26990) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 08:35:35 +00:00
Akash kaothalkarandAkash Kaothalkar f7d318de2b [Hardware][CPU][PowerPC]Disable torch.compile() in toptopk sampling (#26987) 
Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
 2025-10-15 22:36:59 -07:00
Bram WastiandWentao Ye 7d8975de84 Deepseek-v3 Batch Invariant on 8xH100 (#26609) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-15 22:06:02 -07:00
Vadim Gimpelson 785d8b6410 [PERF] Qwen3-next MTP speedup (change bool mask indexing to index_select / index_copy to reduce d2h) (#26437) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-10-16 12:18:31 +08:00
Cyrus Leung f6cdc9a02f [Chore] Rename utils submodules (#26920) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 03:58:13 +00:00
Angela Yi e19b16dde6 [bugfix] Fix SP + PP without specifying compile size (#26955) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2025-10-15 20:05:33 -07:00
Adrian AbeytaandLuka Govedič 0a9ef0cfce Move query quantization to attention layer for Flashinfer & Triton. (#26534) 
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Adrian Abeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-15 19:01:38 -04:00
Cyrus Leung 828523ad8e [Chore] Separate out vllm.utils.async_utils (#26913) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 15:33:00 +00:00
Cyrus Leung 136a17fe6e [Chore] Separate out vllm.utils.func (#26904) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 13:03:58 +00:00
wang.yuqi f54f85129e [Model][2/N] Improve all pooling task | Support multi-vector retrieval (#25370) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-15 11:14:41 +00:00
Jialin Ouyang 7f83b4ee8e [Easy] Get rid of unnecessary paraenthesis in kv_cache_manager (#26842) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-10-15 09:17:43 +00:00
Morrison TurnanskyandLuka Govedič 96b9aa5aa0 [Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-15 02:51:16 +00:00