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Author SHA1 Message Date
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
Shinichi Hemmi
3badb0213b
[Model] Add PLaMo2 (#14323) 
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
Signed-off-by: shemmi <shemmi@preferred.jp>
Co-authored-by: Kento Nozawa <nzw0301@preferred.jp>
Co-authored-by: Hiroaki Mikami <mhiroaki@preferred.jp>
Co-authored-by: Calvin Metzger <metzger@preferred.jp>
 2025-04-15 19:31:30 -07:00
Angky William
fdcb850f14
[Misc] Enable vLLM to Dynamically Load LoRA from a Remote Server (#10546) 
Signed-off-by: Angky William <angkywilliam@Angkys-MacBook-Pro.local>
Co-authored-by: Angky William <angkywilliam@Angkys-MacBook-Pro.local>
 2025-04-15 22:31:38 +00:00
Dipika Sikka
54a66e5fee
[Misc] Update compressed-tensors WNA16 to support zero-points (#14211) 2025-04-15 07:33:51 -06:00
Jee Jee Li
1575c1701a
[CI/Build] Fix LoRA OOM (#16624) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-04-15 16:38:19 +08:00
Michael Goin
b4fe16c75b
Add vllm bench [latency, throughput] CLI commands (#16508) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-04-14 23:10:35 -07:00
Pooya Davoodi
bc5dd4f669
[Bugfix] Fix broken GritLM model and tests (missing pooling_metadata) (#16631) 
Signed-off-by: Pooya Davoodi <pooya.davoodi@parasail.io>
 2025-04-14 23:09:58 -07:00
Tyler Michael Smith
dbb036cf61
[Bugfix] Fix tests/kernels/test_mamba_ssm_ssd.py (#16623) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-04-15 05:35:38 +00:00
Jinzhen Lin
d06ba4ed3f
[Kernel] moe wna16 marlin kernel (#14447) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-04-14 20:05:22 -07:00
Alex Brooks
6b40996ae8
[Core][Bugfix] Fix Offline MM Beam Search (#16390) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-04-15 10:33:02 +08:00
courage17340
b1308b84a3
[Model][VLM] Add Kimi-VL model support (#16387) 
Signed-off-by: courage17340 <courage17340@163.com>
 2025-04-14 21:41:48 +00:00
Nicolò Lucchesi
b3f2fddd17
[TPU][V1] Fix exponential padding when max-num-batched-tokens is not a power of 2 (#16596) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-04-14 17:01:05 +00:00
Cyrus Leung
aa29841ede
[Bugfix] Multi-modal caches not acting like LRU caches (#16593) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-14 09:24:16 -07:00
Russell Bryant
dc1b4a6f13
[Core][V0] Enable regex support with xgrammar (#13228) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-04-14 10:13:38 +08:00
Lily Liu
f49e5aff11
[V1][Spec Decode] KV cache slots for eagle heads (#16370) 
Signed-off-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
 2025-04-12 19:42:51 -07:00
Ryan McConville
6c11ecf8d3
[Bugfix] Validate logit biases to prevent out of vocab ids crashing engine (#16529) 
Signed-off-by: Ryan McConville <ryan@ryanmcconville.com>
 2025-04-12 20:19:19 +00:00
Cyrus Leung
d9fc8cd9da
[V1] Enable multi-input by default (#15799) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-12 08:52:39 +00:00
Cyrus Leung
c5bc0e7fcc
[Misc] Update chat utils tests (#16520) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-12 06:48:43 +00:00
wang.yuqi
fbf722c6e6
[Frontend] support matryoshka representation / support embedding API dimensions (#16331) 2025-04-11 23:23:10 -07:00
leon-seidel
e92d7085bf
[Feature][V1] Add xgrammar to support minLength, maxLength with test (#16516) 
Signed-off-by: Leon Seidel <leon.seidel@fau.de>
 2025-04-11 23:22:07 -07:00
Nick Hill
41cc883c29
[BugFix] Handle non-contiguous tensors properly when serializing (#16492) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-11 17:54:06 -07:00
Ye (Charlotte) Qi
16eda8c43a
[Frontend] Added chat templates for LLaMa4 pythonic tool calling (#16463) 
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
Co-authored-by: Kai Wu <kaiwu@meta.com>
 2025-04-12 06:26:17 +08:00
Travis Johnson
71b9cde010
[Bugfix] handle alignment of encoder_seq_lens in mllama.py (#14784) 
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
 2025-04-11 19:59:50 +00:00
Michael Goin
f41647ee6b
[Kernel] Support W8A8 channel-wise weights and per-token activations in triton fused_moe_kernel (#16366) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-04-11 17:54:08 +00:00
chaow-amd
9e90c9f73f
[Bugfix] Fix bugs of running Quark quantized models (#16236) 
Signed-off-by: chaow <chaow@amd.com>
 2025-04-11 10:18:32 -04:00
DefTruth
e9528f6dc6
[Kernel] support merge_attn_states CUDA kernel, 3x speedup (#16173) 
Signed-off-by: DefTruth <qiustudent_r@163.com>
 2025-04-11 06:50:50 -06:00
Michael Goin
aa3b3d76e0
Enforce valid max_num_batched_tokens when disable_chunked_mm_input=True (#16447) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-04-11 08:09:52 +00:00
Isotr0py
93195146ea
[Bugfix][VLM] Fix failing Phi-4-MM multi-images tests and add vision-speech test (#16424) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-04-11 04:57:16 +00:00
Nicolò Lucchesi
3cc9af88ff
[TPU][V1] Disable per-request seed/Generator (#16172) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-04-10 17:05:44 -04:00
Nick Hill
dd143ef541
[V1] Zero-copy tensor/ndarray serialization/transmission (#13790) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-10 19:23:14 +00:00
Lily Liu
e8224f3dca
[V1][Spec Decode] Eagle Model loading (#16035) 
Signed-off-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
 2025-04-10 11:21:48 -07:00
Russell Bryant
9665313c39
[V1] Set structured output backend to auto by default (#15724) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-04-10 17:53:26 +00:00
Cyrus Leung
83b824c8b4
[VLM] Remove BaseProcessingInfo.get_mm_max_tokens_per_item (#16408) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-10 09:06:58 -07:00
Cyrus Leung
3d4c87758e
[Misc] Update transformers version limits of multi-modal tests (#16381) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-09 23:03:33 -07:00
Yuxuan Zhang
1e44ffc3ff
Add GLM-4-0414 support (#16338) 
Signed-off-by: lvfei.lv <lvfei.lv@alibaba-inc.com>
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: Ajay Vohra <ajayvohr@amazon.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>
Co-authored-by: Accelerator1996 <lvfei.lv@alibaba-inc.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: yihong <zouzou0208@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: ajayvohra2005 <ajayvohr@amazon.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Guillaume Calmettes <gcalmettes@scaleway.com>
 2025-04-10 09:19:42 +08:00
Chengji Yao
a454748544
[TPU][V1] Refine tpu_model_runner to mitigate future recompilation issues (#16275) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-04-09 18:51:51 -06:00
Guillaume Calmettes
98d01d3ce2
[Bugfix][Frontend] respect provided default guided decoding backend (#15476) 
Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>
 2025-04-09 05:11:10 -07:00
Accelerator1996
24f6b9a713
[Misc] Fix test_sharded_state_loader.py(#16004) (#16005) 
Signed-off-by: lvfei.lv <lvfei.lv@alibaba-inc.com>
 2025-04-09 14:47:30 +08:00
Luka Govedič
9cdde47289
[BugFix] Fix fusion test and add them to CI (#16287) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-04-08 23:46:45 -07:00