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1788 Commits

Author SHA1 Message Date
Harry Mellor
0fa939e2d1
Improve configs - LoRAConfig + PromptAdapterConfig (#16980) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-24 10:29:34 -07:00
Mark McLoughlin
340d7b1b21
[V1][Spec Decoding] Add num_drafts and num_accepted_tokens_per_position metrics (#16665) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-04-24 08:57:40 -07:00
Michael Goin
82e43b2d7e
Add missing rocm_skinny_gemms kernel test to CI (#17060) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-04-24 07:49:37 -07:00
wang.yuqi
67309a1cb5
[Frontend] Using matryoshka_dimensions control the allowed output dimensions. (#16970) 2025-04-24 07:06:28 -07:00
Rui Qiao
c0dfd97519
[V1][PP] Optimization: continue scheduling prefill chunks (#17080) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-04-24 05:27:08 -07:00
Harry Mellor
a9138e85b1
Fix OOT registration test (#17099) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-24 04:44:12 -07:00
Harry Mellor
0a05ed57e6
Simplify TokenizerGroup (#16790) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-24 04:43:56 -07:00
Michael Goin
14288d1332
Disable enforce_eager for V1 TPU sampler and structured output tests (#17016) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-04-24 02:50:09 -07:00
Woosuk Kwon
b411418ff0
[Chore] Remove Sampler from Model Code (#17084) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-24 02:49:33 -07:00
Travis Johnson
3cde34a4a4
[Frontend] Support guidance:no-additional-properties for compatibility with xgrammar (#15949) 
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
 2025-04-23 18:34:41 +00:00
Michael Goin
6317a5174a
Categorize tests/kernels/ based on kernel type (#16799) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-04-23 09:21:07 -04:00
Nick Hill
1e013fa388
[V1][DP] More robust DP/EP dummy request coordination (#16277) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-22 19:12:15 -07:00
Aleksandr Malyshev
bc7c4d206b
[Kernel][ROCM] Upstream prefix prefill speed up for vLLM V1 (#13305) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu>
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: root <root@banff-cyxtera-s65-4.amd.com>
Signed-off-by: maleksan85 <maleksan@amd.com>
Signed-off-by: <>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: root <root@banff-cyxtera-s65-4.amd.com>
 2025-04-22 19:11:56 -07:00
Guillaume Calmettes
36fe78769f
[Bugfix] validate urls object for multimodal content parts (#16990) 
Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>
 2025-04-23 09:43:06 +08:00
Chenyaaang
83d933718c
[Core][V1][TPU] Enable structured decoding on TPU V1 (#16499) 
Signed-off-by: Chenyaaang <chenyangli@google.com>
 2025-04-22 18:05:23 -06:00
vllmellm
30bc3e0f66
[FEAT][ROCm]: Support AITER MLA (#15893) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
 2025-04-22 09:31:13 -07:00
Lei Wang
8d32dc603d
[Kernel] Support Microsoft Runtime Kernel Lib for our Low Precision Computation - BitBLAS (#6036) 
Signed-off-by: xinyuxiao <xinyuxiao2024@gmail.com>
Co-authored-by: xinyuxiao <xinyuxiao2024@gmail.com>
 2025-04-22 09:01:36 +01:00
Woosuk Kwon
c4ab9f3e71
[V1] Remove pre-allocation for KV cache (#16941) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-22 00:52:18 -07:00
Chauncey
acba33a0f1
[Bugfix] Fix the issue where llm.generate cannot be called repeatedly after setting GuidedDecodingParams (#16767) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-04-22 06:02:20 +00:00
Charlie Fu
188b7f9b8c
[Performance][ROCm] Add skinny gemms for unquantized linear on ROCm (#15830) 
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-04-21 20:46:22 -07:00
Varun Sundar Rabindranath
7b8a2ab76f
[Kernel] Add expert_map support to Cutlass FP8 MOE (#16861) 
Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
 2025-04-21 20:44:32 -07:00
Jeffrey Li
0e4254492f
[Bugfix]: fix issue with n>1 sampling on v1 requests overriding each other (#16863) 
Signed-off-by: Jeffrey Li <jeffrey.dot.li@gmail.com>
 2025-04-22 11:40:19 +08:00
Nicolò Lucchesi
fa3bba2a53
[TPU][V1] Enable Top-P (#16843) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-04-22 00:46:07 +00:00
Michael Goin
986537f1c3
[V1] V1 FlashInfer Attention (#16684) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Aurick Qiao <qiao@aurick.net>
 2025-04-22 00:38:41 +00:00
Nicolò Lucchesi
210207525e
[TPU][V1] Capture multimodal encoder during model compilation (#15051) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
 2025-04-21 18:36:59 -06:00
Chengji Yao
471fe65630
[TPU][V1] Implicitly adjust page size when there's SMEM OOM (#16871) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-04-21 15:43:13 -06:00
Woosuk Kwon
3a0fba5cf4
[V1][Spec Decode] Handle draft tokens beyond max_model_len (#16087) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-21 12:38:50 -07:00
qizixi
bb3605db85
[Bugfix] Fix v1/spec_decode/test_ngram.py (#16895) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-04-20 20:54:29 -07:00
Staszek Paśko
87aaadef73
Serialize tensors using int8 views (#16866) 
Signed-off-by: Staszek Pasko <staszek@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-04-19 10:28:34 -07:00
Isotr0py
83f3c3bd91
[Model] Refactor Phi-4-multimodal to use merged processor and support V1 (#15477) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-19 02:26:11 -07:00
vie-serendipity
d9737ca1c6
[V1][Misc] stop update prefix cache stats when logs_stats is disabled (#16460) 
Signed-off-by: vie-serendipity <2733147505@qq.com>
 2025-04-19 02:25:19 -07:00
Nicolò Lucchesi
9d4ca19d50
[Misc] Benchmarks for audio models (#16505) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-04-19 02:24:14 -07:00
Nicolò Lucchesi
2ef0dc53b8
[Frontend] Add sampling params to v1/audio/transcriptions endpoint (#16591) 
Signed-off-by: Jannis Schönleber <joennlae@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Jannis Schönleber <joennlae@gmail.com>
 2025-04-19 07:03:54 +00:00
Yang Fan
2c1bd848a6
[Model][VLM] Add Qwen2.5-Omni model support (thinker only) (#15130) 
Signed-off-by: fyabc <suyang.fy@alibaba-inc.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Xiong Wang <wangxiongts@163.com>
 2025-04-18 23:14:36 -07:00
wang.yuqi
3d3ab3689f
[New Model]: Snowflake Arctic Embed (Family) (#16649) 2025-04-18 08:11:57 -07:00
Harry Mellor
686623c5e7
Fix nullable_kvs fallback (#16837) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-18 05:58:39 -07:00
Harry Mellor
e78587a64c
Improve-mm-and-pooler-and-decoding-configs (#16789) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-17 22:13:32 -07:00
Cyrus Leung
c16fb5dae8
[Doc] Improve help examples for --compilation-config (#16729) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-17 21:22:34 -07:00
Tarun Kumar
e37073efd7
Add property-based testing for vLLM endpoints using an API defined by an OpenAPI 3.1 schema (#16721) 
Signed-off-by: Tarun Kumar <takumar@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-04-17 21:08:27 -07:00
Yihua Cheng
3408e47159
[P/D][V1] KV Connector API V1 (#15960) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: remi <remi@mistral.ai>
Co-authored-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-04-17 13:22:40 -07:00
Nicolò Lucchesi
eb5819b2d9
[V1][TPU] Enable Top K (#15489) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Hyesoo Yang <hyeygit@gmail.com>
Co-authored-by: Hyesoo Yang <hyeygit@gmail.com>
 2025-04-17 18:18:11 +00:00
Nicolò Lucchesi
5989f4684d
[TPU][V1] Fix padding recompilation when max-num-batched-tokens is not even (#16726) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-04-17 18:09:57 +00:00
Nick Hill
05fcd1b430
[V1][Perf] Faster incremental detokenization (#15137) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-17 07:45:24 -07:00
Harry Mellor
d27ea94034
Improve configs - TokenizerPoolConfig + DeviceConfig (#16603) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-17 11:19:42 +00:00
intervitens
5b1aca2ae3
[Bugfix] Fix GLM4 model (#16618) 
Signed-off-by: intervitens <intervitens@tutanota.com>
 2025-04-17 03:35:07 -07:00
Isotr0py
cb072ce93b
[Bugfix] Update Florence-2 tokenizer to make grounding tasks work (#16734) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-04-17 04:17:39 +00:00
Robert Shaw
2b05b8ce69
[V1][Frontend] Improve Shutdown And Logs (#11737) 
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Andrew Feldman <afeldman@neuralmagic.com>
Co-authored-by: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-04-16 19:48:34 -07:00
Staszek Paśko
3092375e27
[V1][Performance] Implement custom serializaton for MultiModalKwargs [Rebased] (#16432) 
Signed-off-by: Staszek Pasko <staszek@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-04-16 19:28:32 -07:00
xsank
ee378f3d49
[Model] support modernbert (#16648) 
Signed-off-by: 唯勤 <xsank.mz@alibaba-inc.com>
Co-authored-by: 唯勤 <xsank.mz@alibaba-inc.com>
 2025-04-16 05:30:15 -07:00
Shanshan Shen
976711d9db
[V1][Structured Output] Move xgrammar related utils to backend_xgrammar.py (#16578) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2025-04-16 17:01:36 +08:00