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3736 Commits

Author SHA1 Message Date
avigny
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 Williamson
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 Chen
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
rasmith
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 OI
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
Isotr0py
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
Chauncey
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 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 Khandelwal
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 Karatzas
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 Williamson
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 Denize
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
Chauncey
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 Moore
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 Mellor
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 Verma
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
Copilot
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
Isotr0py
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 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
ImaGoodFella
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 Leung
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 Mellor
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 Denize
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
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 Feng
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 Leung
653591d5e7
[Chore] Move tokenizer initialization methods (#29793) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-02 13:33:37 +08:00
Divakar Verma
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 Verma
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
usberkeley
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 Zhao
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 Li
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 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 Hill
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
shivampr
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
knlnguyen1802
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 Abdennacer
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
sangbumlikeagod
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 Ostrowski
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
Isotr0py
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 Chen
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 Leung
f0a28bf661
[Misc] Unify tokenizer registration (#29767) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-01 11:34:58 +00:00
daniel-salib
014ece97c7
[Frontend] Add tool filtering support to ToolServer (#29224) 
Signed-off-by: Daniel Salib <danielsalib@meta.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-12-01 08:03:57 +00:00
wang.yuqi
62de4f4257
[Frontend] Resettle pooling entrypoints (#29634) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-01 15:30:43 +08:00
Huamin Li
83805a6078
[CI] Skip paddleocr_vl for transformer 4.57.3 (#29758) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-12-01 04:38:06 +00:00
Omer Ullman Argov
39d28108f4
[Feat] Support non-gated activations in NVFP4 modelopt path (#29004) 2025-11-30 11:02:40 -05:00
Cyrus Leung
64bc09ba27
[Core] Enable inputs_embeds_size separate from hidden_size (#29741) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-30 17:31:12 +08:00
Cyrus Leung
2afcec4dec
[Misc] Update TokenizerLike interface and move get_cached_tokenizer (#29730) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-30 14:59:47 +08:00
Vensen
66b5840287
[Bugfix][sleepmode][fp8 kv cache]: Fix FP8 KV cache + sleep(level=2) gibberish output (#28783) 
Signed-off-by: vensen <vensenmu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2025-11-30 14:24:25 +08:00
Xin Yang
a491b0911b
[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-30 10:37:25 +08:00
Jee Jee Li
b9d0504a36
[Bugfix] Revert test_tokenization.py (#29729) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-29 16:35:15 +00:00