Julien Denize
5e5646e206
[BUGFIX] llama_4_scaling wrongly passed to DeepseekAttention ( #29908 )
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Signed-off-by: juliendenize <julien.denize@mistral.ai >
2025-12-02 14:51:20 -08:00
Chauncey and Nick Hill
0a9caca9f5
[Bugfix] fix --scheduling-policy=priority & n>1 crashes engine ( #29764 )
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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 )
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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 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-12-02 21:49:44 +00:00
dependabot[bot] and dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
3ff5b53bc2
Bump actions/setup-python from 6.0.0 to 6.1.0 ( #29768 )
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Signed-off-by: dependabot[bot] <support@github.com >
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-12-02 21:29:32 +00:00
jthomson04
1528e079e2
[Perf] Avoid pageable HtoD transfer in MinTokensLogitsProcessor ( #29826 )
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Signed-off-by: jthomson04 <jwillthomson19@gmail.com >
2025-12-02 21:25:52 +00:00
Divakar Verma
afb1e5b380
[CI][ROCm][tests/v1/e2e] Fix multiprocessing launch for the test ( #29123 )
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Signed-off-by: Divakar Verma <divakar.verma@amd.com >
2025-12-02 20:46:10 +00:00
1c593e117d
Fix boolean nested params, add dict format support, and enhance plotting for vllm bench sweep ( #29025 )
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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
Navanit Dubey
a2b053dc85
feat(model): Add BitsAndBytes quantization support for Qwen3-Omni-MoE ( #29896 )
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Signed-off-by: navanit-git <navanitdubey@gmail.com >
2025-12-02 19:28:35 +00:00
Matthew Bonanni
1d93f11675
[Attention][CUDAGraph] Remove CG padding from attention backends ( #29352 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
2025-12-02 13:48:08 -05:00
Benjamin Bartels
2d613de9ae
[CI/Build] Fixes missing runtime dependencies ( #29822 )
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Signed-off-by: bbartels <benjamin@bartels.dev >
2025-12-02 10:21:49 -08:00
Alexei-V-Ivanov-AMD
c77b9929a0
Update AMD-CI testing mirror (as of 2025-12-02) ( #29898 )
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Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com >
2025-12-02 08:52:54 -09:00
Isotr0py
63b1da76ba
[Chore]: Reorganize gguf utils funtions under transformers_utils ( #29891 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2025-12-02 17:33:23 +00:00
Andrew Xia and Andrew Xia
52cb349fc0
[responsesAPI][3] ResponsesParser to set up non harmony MCP ( #29413 )
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Signed-off-by: Andrew Xia <axia@fb.com >
Co-authored-by: Andrew Xia <axia@fb.com >
2025-12-02 11:24:45 -05:00
Isotr0py and gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
0ec8422171
[Bugfix] Fix incorrect channel order for idefics3 in edge case ( #29881 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
Signed-off-by: Isotr0py <2037008807@qq.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-02 16:03:52 +00:00
wang.yuqi and Harry Mellor
2eb4fe9129
[examples] Resettle pooling examples. ( #29365 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-12-02 15:54:28 +00:00
Matthew Bonanni and Benjamin Chislett
51c57b51dd
[Bugfix] Fix DeepSeek R1 MTP weight loading ( #29545 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com >
2025-12-02 15:52:18 +00:00
ImaGoodFella and Cyrus Leung
60c3d413af
[Multimodal][Core] Optimize multimodal preprocessing cache by hashing image bytes instead of pixel values ( #29621 )
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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 )
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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 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-12-02 12:16:37 +00:00
d8c6210eea
Add Mistral Large 3 and Ministral 3 ( #29757 )
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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
8bbcf8b6e7
[vLLM Benchmark Suite] Add default parameters section and update CPU benchmark cases ( #29381 )
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Signed-off-by: Tsai, Louie <louie.tsai@intel.com >
Signed-off-by: Louie Tsai <louie.tsai@intel.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Li, Jiang <bigpyj64@gmail.com >
2025-12-02 09:00:23 +00:00
Boyuan Feng
70fb77b4dc
[BugFix] add max-num-batched-token to scheduler hash ( #29829 )
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Signed-off-by: Boyuan Feng <boyuan@meta.com >
2025-12-02 08:55:02 +00:00
杰兮 and zhyajie
48d15a32aa
[CI] Fix Bad_words test for tokenizer encode/decode asymmetry ( #28193 )
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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 )
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Signed-off-by: Boyuan Feng <boyuan@meta.com >
2025-12-02 07:49:16 +00:00
Wushi Dong
0037b5746a
[Core] Eliminate redundant is_encoder_decoder lookups (20-40us/step) ( #29800 )
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Signed-off-by: Wushi Dong <dongws@meta.com >
2025-12-02 07:08:07 +00:00
Harry Mellor
f5b0846ba0
Fix some Transformers nightly tests ( #29802 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-12-02 07:05:27 +00:00
Zhang Xiangze
13ea39bc09
[CPU]Parallelize over tokens in int4 moe ( #29600 )
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Signed-off-by: Zhang Xiangze <Xiangze.Zhang@arm.com >
2025-12-02 06:21:39 +00:00
Shengqi Chen
4b612664fd
[CI] Renovation of nightly wheel build & generation (take 2) ( #29838 )
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Signed-off-by: Shengqi Chen <harry-chen@outlook.com >
2025-12-01 22:17:10 -08:00
Cyrus Leung
653591d5e7
[Chore] Move tokenizer initialization methods ( #29793 )
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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 )
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Signed-off-by: Divakar Verma <divakar.verma@amd.com >
2025-12-02 05:27:46 +00:00
Divakar Verma and Cyrus Leung
a690fb5bd6
[CI][ROCm] Fix test_correctness_sliding_window ( #29243 )
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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 )
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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 )
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Signed-off-by: Zuyi Zhao <zhaozuy@amazon.com >
2025-12-01 18:56:39 -09:00
Johnny Yang
f441d36cee
Add missing return in _check_vllm_model_embed_input_ids ( #29834 )
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Signed-off-by: Johnny Yang <johnnyyang@google.com >
2025-12-01 19:22:50 -08:00
Seiji Eicher and rongfu.leng
22274b2184
[Misc] Add ReplicaId to Ray metrics ( #24267 )
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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 Wei
fc95521ba5
[Misc] Throw error on unintended access to scheduler_config.max_model_len ( #29771 )
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Signed-off-by: Wei Wei <wwei6@meta.com >
2025-12-02 10:58:44 +08:00
Zhuohan Li and Nick Hill
d0cd728907
[Core] Support reseting all running requests' KV while calling reset_prefix_cache ( #28827 )
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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 and Andrew Xia
fa8804ad9c
[responsesAPI][4] fix responseOutputItem Kimi K2 thinking bug ( #29555 )
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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 Verma and gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
4b40924998
[ROCm] Fallback pytorch GELU with tanh approximation to GELU() ( #29244 )
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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 Holtmann and mgoin
c0dfc89485
SM120 / NVFP4: add device guard and runtime SM dispatch to cutlass_scaled_fp4_mm ( #29711 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
Co-authored-by: mgoin <mgoin64@gmail.com >
2025-12-01 17:24:18 -08:00
Nick Hill
44822d7ff2
[BugFix] Preserve spec decoding uniform decode when scheduling ( #29759 )
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Signed-off-by: Nick Hill <nhill@redhat.com >
2025-12-01 17:15:52 -08:00
Alexei-V-Ivanov-AMD and Kevin H. Luu
342c4f1472
Updated CI mirror 2025-11-25 ( #29434 )
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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. Luu
1336a1ea24
Revert #29787 and #29690 ( #29815 )
2025-12-01 13:42:03 -08:00
Nengjun Ma
eaf81485ed
[Ascend]: Fixed the issue where OOT Platform vllm-ascend could not enable SP in Eager mode ( #28935 )
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Signed-off-by: leo-pony <nengjunma@outlook.com >
2025-12-01 15:02:18 -05:00
Finbarr Timbers
38caf7fa1a
Update FAQ on interleaving sliding windows support ( #29796 )
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Signed-off-by: Finbarr Timbers <finbarrtimbers@gmail.com >
2025-12-01 19:15:19 +00:00
shivampr
cabc77cc86
[Core][Observability] Add KV cache residency metrics ( #27793 )
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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. Luu
ec7035c9d4
[ci] Make distributed 8 gpus test optional ( #29801 )
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Signed-off-by: Kevin H. Luu <khluu000@gmail.com >
2025-12-01 10:22:05 -08:00
fc6acc88ca
[Bugfix] Missing cached item in the MultiModalReceiverCache ( #28525 )
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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 )
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Signed-off-by: badaoui <abdennacerbadaoui0@gmail.com >
2025-12-02 02:03:13 +08:00
Julien Denize