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Author SHA1 Message Date
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
Johnny YangandGitHub f441d36cee Add missing return in _check_vllm_model_embed_input_ids (#29834) 
Signed-off-by: Johnny Yang <johnnyyang@google.com>
 2025-12-01 19:22:50 -08:00
Seiji EicherGitHubrongfu.leng
 		22274b2184 [Misc] Add ReplicaId to Ray metrics (#24267) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Co-authored-by: rongfu.leng <1275177125@qq.com>
 2025-12-02 03:21:44 +00:00
Wei WeiandGitHub fc95521ba5 [Misc] Throw error on unintended access to scheduler_config.max_model_len (#29771) 
Signed-off-by: Wei Wei <wwei6@meta.com>
 2025-12-02 10:58:44 +08:00
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
Divakar VermaGitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		4b40924998 [ROCm] Fallback pytorch GELU with tanh approximation to GELU() (#29244) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Signed-off-by: Divakar Verma <137818590+divakar-amd@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-02 02:02:22 +00:00
Hendrik HoltmannGitHubmgoin
 		c0dfc89485 SM120 / NVFP4: add device guard and runtime SM dispatch to cutlass_scaled_fp4_mm (#29711) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-12-01 17:24:18 -08:00
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
Alexei-V-Ivanov-AMDGitHubKevin H. Luu
 		342c4f1472 Updated CI mirror 2025-11-25 (#29434) 
Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com>
Signed-off-by: Alexei-V-Ivanov-AMD <156011006+Alexei-V-Ivanov-AMD@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
 2025-12-01 23:44:33 +00:00
Kevin H. LuuandGitHub 1336a1ea24 Revert #29787 and #29690 (#29815) 2025-12-01 13:42:03 -08:00
Nengjun MaandGitHub eaf81485ed [Ascend]: Fixed the issue where OOT Platform vllm-ascend could not enable SP in Eager mode (#28935) 
Signed-off-by: leo-pony <nengjunma@outlook.com>
 2025-12-01 15:02:18 -05:00
Finbarr TimbersandGitHub 38caf7fa1a Update FAQ on interleaving sliding windows support (#29796) 
Signed-off-by: Finbarr Timbers <finbarrtimbers@gmail.com>
 2025-12-01 19:15:19 +00:00
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
Kevin H. LuuandGitHub ec7035c9d4 [ci] Make distributed 8 gpus test optional (#29801) 
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
 2025-12-01 10:22:05 -08:00
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
FredericOdermattandGitHub 5d43f7372e [Doc] Update description disable_any_whitespace (#29784) 
Signed-off-by: Frederic Odermatt <frederic.odermatt@44ai.ch>
 2025-12-01 16:48:33 +00:00
Shengqi ChenandGitHub 37593deb02 [CI] fix url-encoding behavior in nightly metadata generation (#29787) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
 2025-12-01 23:17:20 +08:00
Liu JinyiandGitHub f5516039c5 [Doc] fix heading levels (#29783) 
Signed-off-by: KKKZOZ <kkkzoz@qq.com>
 2025-12-01 14:49:22 +00:00
Shengqi ChenandGitHub 36db0a35e4 [CI] Renovation of nightly wheel build & generation (#29690) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
 2025-12-01 21:25:39 +08:00
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
Fanli LinandGitHub f37e8938d2 [XPU] Fix AWQ skipped layer detection in IPEX quantization (#29774) 
Signed-off-by: Fanli Lin <fanli.lin@intel.com>
 2025-12-01 12:00:52 +00:00
Cyrus LeungandGitHub f0a28bf661 [Misc] Unify tokenizer registration (#29767) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-01 11:34:58 +00:00
Mickaël SeznecGitHubRoger Wang
 		86e178f7c4 [crashfix] Eagle + multimodal can crash on mm cache miss (#29750) 
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-12-01 17:29:33 +08:00
daniel-salibGitHubChauncey
 		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.yuqiandGitHub 62de4f4257 [Frontend] Resettle pooling entrypoints (#29634) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-01 15:30:43 +08:00
Huamin LiandGitHub 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
Yifei ZhangandGitHub 1ab8fc8197 Make PyTorch profiler gzip and CUDA time dump configurable (#29568) 
Signed-off-by: Yifei Zhang <yifei.zhang1992@outlook.com>
 2025-12-01 04:30:46 +00:00
Shu WangGitHubrootMichael Goin
 		f72a817bdf [MoE] CuteDSL MoE with Nvfp4 DeepEP dispatch (#27141) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: root <root@umbriel-b200-017.ipp4a1.colossus.nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-11-30 16:05:32 -08:00
Woosuk KwonandGitHub ec38a7368d [Model Runner V2] Use packed mask for prompt bin counts (#29756) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-11-30 14:15:42 -08:00
Xingyu LiuGitHubHarry Mellor
 		21c2627934 [Misc]Remove redundant hidden_size property in ModelConfig (#29749) 
Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-30 17:14:23 +00:00
Omer Ullman ArgovandGitHub 39d28108f4 [Feat] Support non-gated activations in NVFP4 modelopt path (#29004) 2025-11-30 11:02:40 -05:00
Harry MellorandGitHub cd719de5cb Fix RoPE failures in Transformers nightly (#29700) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-30 14:29:32 +00:00
PleaplusoneandGitHub 8c363ed666 [ROCm][Attention] Sliding window support for AiterFlashAttentionBackend (#29234) 
Signed-off-by: ganyi <ygan@amd.com>
 2025-11-30 11:31:50 +00:00
Cyrus LeungandGitHub 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
Isotr0pyandGitHub 47539cfd3e [Bugfix] Fix mismatched nvfp4 gemm output shape (#29742) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-30 09:15:01 +00:00
Cyrus LeungandGitHub 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
朝andGitHub 9381b5cde0 [Doc]: Fix typo in fused_moe layer (#29731) 
Signed-off-by: BowTen <bowten@qq.com>
 2025-11-29 22:29:13 -08:00
VensenGitHubTJian
 		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
Huamin LiandGitHub 82c795d6f2 Fix AttributeError about _use_fi_prefill (#29734) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-11-30 06:04:55 +00:00
Isotr0pyandGitHub e1464c3a08 [Quantization] Enable compressed-tensors AWQ for Turing GPU (#29732) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-30 06:04:28 +00:00
Xin YangGitHubJee Jee Li
 		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 LiandGitHub b9d0504a36 [Bugfix] Revert test_tokenization.py (#29729) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-29 16:35:15 +00:00
Jinzhen LinGitHubMichael GoinMichael Goin
 		1656ad3704 [Kernel][Quantization] add w4a8 support for marlin kernel (#24722) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
 2025-11-29 07:19:33 -08:00
Cyrus LeungandGitHub fa59fe417f [Chore] Move detokenizer_utils to vllm/tokenizers (#29727) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 06:25:17 -08:00
Cyrus LeungandGitHub fe3398fab2 [Chore] Enable passing tokenizer=None into MM processor (#29724) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 06:25:10 -08:00