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3745 Commits
Author SHA1 Message Date
Mark McLoughlinandGitHub 899e2ef558 [Core] Fix standalone runs of test_reset_prefix_cache_e2e (#29899) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-12-04 16:22:03 +08:00
Micah WilliamsonandGitHub 5430e110c0 [CI][AMD] Match Main CI Behavior By Skipping test_eplb_spec_decode In AMD CI (#30006) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-12-04 16:20:54 +08:00
Charlie FuGitHubAlexei-V-Ivanov-AMD
 		9aa33a74b0 [Rocm][CI] Fix test_speculator_eagle3 by skipping the CompressedTensorw4a16 Model (#30001) 
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Alexei-V-Ivanov-AMD <156011006+Alexei-V-Ivanov-AMD@users.noreply.github.com>
 2025-12-04 07:52:28 +00:00
Cyrus LeungandGitHub 9ae2f60374 [Misc] Various cleanups for MM input processing (#29970) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-04 06:22:20 +00:00
Benjamin BartelsandGitHub fca3f46658 [Frontend] Fixes anthropic /v1/messages streaming not containing input_tokens on first chunk (#29971) 
Signed-off-by: bbartels <benjamin@bartels.dev>
 2025-12-04 05:50:27 +00:00
Shengqi ChenandGitHub 1109f98288 [CI] fix docker image build by specifying merge-base commit id when downloading pre-compiled wheels (#29930) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
 2025-12-03 14:08:19 -08:00
Elizabeth ThomasGitHubHarry MellorbruceszchenRoger WangJane XuNick HillJohnny Yang
 		b5407869c8 [Bugfix] Respect VLLM_CONFIGURE_LOGGING value (#28671) 
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Jane Xu <janeyx@meta.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Johnny Yang <johnnyyang@google.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: bruceszchen <bruceszchen@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Jane (Yuan) Xu <31798555+janeyx99@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Johnny Yang <24908445+jcyang43@users.noreply.github.com>
 2025-12-03 22:00:52 +00:00
bnellnmGitHubTyler Michael Smith
 		2902c34826 [Kernels] Remove BatchedTritonOrDeepGemmExperts and default fallback to Triton (#29929) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-12-03 20:49:00 +00:00
Varun Sundar RabindranathGitHubVarun Sundar RabindranathTyler Michael Smith
 		19bee6d12d [Performance][DP/EP] Add silu_mul_per_token_group_quant_fp8_colmajor kernel (#29470) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-12-03 18:04:59 +00:00
avignyGitHubJeff CooksfbemerkChaunceyCyrus Leung
 		dd5d1ef780 [Bugfix] Mistral tool parser streaming update (#19425) 
Signed-off-by: avigny <47987522+avigny@users.noreply.github.com>
Signed-off-by: Chauncey <chaunceyjiang@gmail.com>
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: Jeff Cook <jeff@jeffcook.io>
Co-authored-by: sfbemerk <benjaminmerkel@mail.de>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-03 17:45:31 +00:00
Micah WilliamsonandGitHub d1f7392c5f [ROCm][CI] Fix v1/logits_processors failure on ROCm (#29927) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-12-04 01:17:07 +08:00
Lumis ChenGitHubRussell Bryant
 		9bcf92295a [Core] Add xxHash as a high-performance hash option for accelerating prefix caching (#29163) 
Signed-off-by: LuminolT <lumischen01@gmail.com>
Signed-off-by: Lumis Chen <lumischen01@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-12-03 16:06:57 +00:00
rasmithGitHubRandall Smith
 		5aa9b09040 [CI/Build][AMD] Skip test_shared_storage_connector_hashes in test_shared_storage_connector.py due to hipErrorLaunchFailure when calling .cpu() (#29839) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-12-03 22:56:35 +08:00
Tsukasa OIandGitHub 42c1949643 [Bugfix][Quantization] Support BF16 tensors on GGUF (#29948) 
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
 2025-12-03 10:33:46 +00:00
Isotr0pyandGitHub cc4e296ea6 [CI/Build] Avoid duplicate empty inputs test for common multimodal generation tests (#29907) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-03 10:27:36 +00:00
ChaunceyandGitHub 3f42b05fbc [Refactor] [1/N] to simplify the vLLM serving architecture (#28040) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-12-03 01:26:39 -08:00
Andrew XiaGitHubAndrew Xia
 		3a7751485b [responsesAPI] support input output messages for non harmony models (#29549) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-12-02 23:59:23 -08:00
Arpit KhandelwalGitHubLuka Govedič
 		d7284a2604 [Core] Rename PassConfig flags as per RFC #27995 (#29646) 
Signed-off-by: arpitkh101 <arpit5khandelwal@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-12-03 03:38:55 +00:00
Andreas KaratzasandGitHub 506ed87e87 [ROCm][CI][Bugfix] Disable Flash/MemEfficient SDP on ROCm to avoid HF Transformers accuracy issues (#29909) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2025-12-03 10:36:49 +08:00
Micah WilliamsonandGitHub c014de1ec7 [ROCm][CI] Fix test_cudagraph_mode.py Failure For AMD CI (#29808) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-12-02 22:54:36 +00:00
Julien DenizeandGitHub 1b1e35aaf9 [BUGFIX] Fix regex pattern for Mistral Tool Call (#29918) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
 2025-12-02 14:51:58 -08:00
ChaunceyGitHubNick Hill
 		0a9caca9f5 [Bugfix] fix --scheduling-policy=priority & n>1 crashes engine (#29764) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-12-02 22:42:28 +00:00
Sage MooreandGitHub e6f114ac25 [Bugfix][EPLB] Prevent user-provided EPLB config from being overwritten with defaults (#29911) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-12-02 13:20:22 -09:00
Harry MellorandGitHub 6fc5841db1 Fix some more Transformers nightly tests (#29872) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-02 21:49:44 +00:00
Divakar VermaandGitHub afb1e5b380 [CI][ROCm][tests/v1/e2e] Fix multiprocessing launch for the test (#29123) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-12-02 20:46:10 +00:00
CopilotGitHubcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>ProExpertProgLuka GovedičLuka Govedič
 		1c593e117d Fix boolean nested params, add dict format support, and enhance plotting for vllm bench sweep (#29025) 
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-12-02 20:40:56 +00:00
Isotr0pyandGitHub 63b1da76ba [Chore]: Reorganize gguf utils funtions under transformers_utils (#29891) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-02 17:33:23 +00:00
Andrew XiaGitHubAndrew Xia
 		52cb349fc0 [responsesAPI][3] ResponsesParser to set up non harmony MCP (#29413) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-12-02 11:24:45 -05:00
ImaGoodFellaGitHubCyrus Leung
 		60c3d413af [Multimodal][Core] Optimize multimodal preprocessing cache by hashing image bytes instead of pixel values (#29621) 
Signed-off-by: Rahul Steiger <rasteiger@ethz.ch>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-02 21:49:02 +08:00
Cyrus LeungandGitHub 68ffbca7e4 [Chore] Use tokenizer.encode and tokenizer.decode directly (#29851) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-02 12:30:40 +00:00
Harry MellorandGitHub 951445a52d Remove default values from InitVars so that they're not stored (#29859) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-02 12:16:37 +00:00
Julien DenizeGitHubRoger WangMickael Seznec
 		d8c6210eea Add Mistral Large 3 and Ministral 3 (#29757) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Mickael Seznec <mickael@mistral.ai>
 2025-12-02 10:29:00 +00:00
杰兮GitHubzhyajie
 		48d15a32aa [CI] Fix Bad_words test for tokenizer encode/decode asymmetry (#28193) 
Signed-off-by: zhyajie <yajizhan@amd.com>
Co-authored-by: zhyajie <yajizhan@amd.com>
 2025-12-02 00:02:12 -08:00
Boyuan FengandGitHub 3b221cb661 [BugFix] respect VLLM_LOGGING_LEVEL in logger (#29761) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-12-02 07:49:16 +00:00
Cyrus LeungandGitHub 653591d5e7 [Chore] Move tokenizer initialization methods (#29793) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-02 13:33:37 +08:00
Divakar VermaandGitHub e2fbfc955e [CI][AMD] spec_decode:eagle skip FLASH_ATTN for deepseek on ROCm (#29827) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-12-02 05:27:46 +00:00
Divakar VermaGitHubCyrus Leung
 		a690fb5bd6 [CI][ROCm] Fix test_correctness_sliding_window (#29243) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-02 04:53:27 +00:00
usberkeleyandGitHub 81fe3f82af [BugFix] Fix index error in ngram_proposer (#29779) 
Signed-off-by: Bradley <bradley.b.pitt@gmail.com>
 2025-12-02 04:48:11 +00:00
Zuyi ZhaoandGitHub 53bf71b0f0 [Misc] Update conftest for entrypoints/sagemaker test folder (#29799) 
Signed-off-by: Zuyi Zhao <zhaozuy@amazon.com>
 2025-12-01 18:56:39 -09:00
Zhuohan LiGitHubNick Hill
 		d0cd728907 [Core] Support reseting all running requests' KV while calling reset_prefix_cache (#28827) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-12-02 02:25:05 +00:00
Andrew XiaGitHubAndrew Xia
 		fa8804ad9c [responsesAPI][4] fix responseOutputItem Kimi K2 thinking bug (#29555) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-12-02 02:11:35 +00:00
Nick HillandGitHub 44822d7ff2 [BugFix] Preserve spec decoding uniform decode when scheduling (#29759) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-01 17:15:52 -08:00
shivamprandGitHub cabc77cc86 [Core][Observability] Add KV cache residency metrics (#27793) 
Introduces three new Prometheus histograms for fine-grained observability of KV cache residency behavior:

vllm:kv_block_lifetime_seconds — total lifetime from allocation to free
vllm:kv_block_idle_before_evict_seconds — idle duration before eviction
vllm:kv_block_reuse_gap_seconds — time between consecutive reuses of the same block

These metrics help operators analyze KV cache efficiency, reuse patterns, and eviction timing beyond simple utilization rates.

Implementation uses monotonic timestamps for accuracy, 1% sampling for minimal overhead (~48 bytes/block), and is fully thread-safe with zero runtime cost when disabled.

Two new runtime flags are introduced:

--kv-cache-metrics – enable KV cache residency metrics
--kv-cache-metrics-sample – control sampling ratio (default: 0.01)

Signed-off-by: Shivam <shivamprasad91@gmail.com>
 2025-12-01 18:27:53 +00:00
knlnguyen1802GitHubChenguang ZhengCyrus LeungCyrus Leung
 		fc6acc88ca [Bugfix] Missing cached item in the MultiModalReceiverCache (#28525) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-01 10:18:07 -08:00
BADAOUI AbdennacerandGitHub d0985c5feb [Hardware][AMD] Remove ROCm skip conditions for transformers backend tests (#29782) 
Signed-off-by: badaoui <abdennacerbadaoui0@gmail.com>
 2025-12-02 02:03:13 +08:00
sangbumlikeagodandGitHub 092bb73b8a [Frontend] add 'verbose_json' and 'timestamp' feature on Whisper Transcription/Translation (#24209) 
Signed-off-by: sangbumlikeagod <oironese@naver.com>
Signed-off-by: sangbumlikeagod <98077576+sangbumlikeagod@users.noreply.github.com>
 2025-12-01 18:19:17 +01:00
Marcin OstrowskiandGitHub 5cfa967efa [Bugfix] TypeError: 'NoneType' object is not callable (#29414) 
Signed-off-by: Marcin Ostrowski <marcinx.ostrowski@intel.com>
 2025-12-01 13:16:44 +00:00
Isotr0pyGitHubbaonudesifeizhai
 		b95db244ee [v1] Add real sliding window calculation to FlexAttention direct BlockMask building (#26015) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Co-authored-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
 2025-12-01 13:12:51 +00:00
Zhengxu ChenGitHubCyrus Leung
 		ad9d656bfa [multimodal][test] Reduce memory utilization for test_siglip to avoid OOM (#29504) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-01 20:41:48 +08:00
Cyrus LeungandGitHub f0a28bf661 [Misc] Unify tokenizer registration (#29767) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-01 11:34:58 +00:00