Nick Hill
b07bf83c7d
[BugFix] Avoid race conditions in zero-copy tensor transmission ( #17203 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-26 06:00:07 +00:00
Zijing Liu
53e8cf53a4
[V1][Metrics] Allow V1 AsyncLLM to use custom logger ( #14661 )
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Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-04-25 22:05:40 -07:00
Shu Wang
9e96f56efb
Allocate kv_cache with stride order ( #16605 )
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Signed-off-by: shuw <shuw@nvidia.com>
2025-04-25 22:03:31 -07:00
Benjamin Chislett
a0e619e62a
[V1][Spec Decode] EAGLE-3 Support ( #16937 )
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Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Co-authored-by: Bryan Lu <yuzhelu@amazon.com>
2025-04-25 15:43:07 -07:00
Nick Hill
70116459c3
[BugFix][Frontend] Fix LLM.chat() tokenization ( #16081 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-25 22:20:05 +00:00
Cyrus Leung
43faa0461a
[Bugfix] Fix hybrid model tests ( #17182 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-25 15:14:37 -07:00
Harry Mellor
423e9f1cbe
Use Transformers helper get_text_config() instead of checking for text_config ( #17105 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-25 08:47:35 -07:00
Harry Mellor
0bd7f8fca5
Bump Transformers to 4.51.3 ( #17116 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-25 08:34:34 -07:00
Cyrus Leung
19dcc02a72
[Bugfix] Fix mistral model tests ( #17181 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-25 06:03:34 -07:00
Sangyeon Cho
6aae216b4e
[Bugfix] remove fallback in guided_json (int range, patterns) ( #16725 )
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Signed-off-by: csy1204 <josang1204@gmail.com>
Co-authored-by: 조상연[플레이스 AI] <sang-yeon.cho@navercorp.com>
2025-04-25 06:54:43 +00:00
vllmellm
eef364723c
[FEAT] [ROCm]: AITER Fused MOE V1 Support ( #16752 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-04-25 11:06:50 +08:00
Maximilien de Bayser
05e1fbfc52
Add chat template for Llama 4 models ( #16428 )
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
2025-04-24 20:19:36 +00:00
Harry Mellor
0fa939e2d1
Improve configs - LoRAConfig + PromptAdapterConfig ( #16980 )
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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 )
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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 )
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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 )
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Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
2025-04-24 05:27:08 -07:00
Harry Mellor
a9138e85b1
Fix OOT registration test ( #17099 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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Signed-off-by: Chenyaaang <chenyangli@google.com>
2025-04-22 18:05:23 -06:00
vllmellm
30bc3e0f66
[FEAT][ROCm]: Support AITER MLA ( #15893 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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Signed-off-by: qizixi <qizixi@meta.com>
2025-04-20 20:54:29 -07:00
Staszek Paśko
87aaadef73
Serialize tensors using int8 views ( #16866 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-17 21:22:34 -07:00