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Author SHA1 Message Date
Andrew Sansom
9a4600e4dc
[CORE] Prompt Embeddings Support for v1 Engine (#24278) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-09-19 08:03:09 +08:00
Lucas Wilkinson
9fac6aa30b
[BugFix] Fix DeepGEMM warmup, no m.weight_scale_inv (#25206) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-09-18 14:26:28 -07:00
Or Ozeri
a53ad626d6
[KV offload][1b/N] rename offloading to kv_offload (#25191) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-18 20:53:52 +00:00
Woosuk Kwon
1c3dad22ff
[V0 Deprecation] Remove unused async_timeout.py (#25190) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-18 20:35:21 +00:00
Wentao Ye
d2a30a2d93
[Bug] Fix torch Compilation Cache Hit Error (#25093) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-18 12:38:37 -07:00
Wentao Ye
75fb112d80
[Bug] Fix returned_lse not Defined issue (#25106) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-09-18 19:32:24 +00:00
Aziz
38db529f66
[feat]: Create interface for model-specific M-RoPE (#24194) 
Signed-off-by: AzizCode92 <azizbenothman76@gmail.com>
Signed-off-by: Aziz <azizbenothman76@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-18 19:18:56 +00:00
Nikhil Gupta
064cac7bb7
[fix]: remove data type hardcoding from gptoss model implementation (#23807) 
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
 2025-09-18 18:15:23 +00:00
Woosuk Kwon
e19bce40a1
[V0 Deprecation] Remove AsyncLLMEngine (#25025) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-18 11:07:42 -07:00
Or Ozeri
505805b645
[KV offload][1/N] Introduce an offloading component (#19848) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-18 10:57:07 -07:00
Rohan Potdar
bbdc0f2366
[ROCm][AITER][Bugfix] Switch AITER to use PIECEWISE_AND_FULL compilation (#25104) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2025-09-18 17:46:47 +00:00
Gregory Shtrasberg
dc34059360
[ROCm][CI/Build] Use ROCm7.0 as the base (#25178) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-09-18 09:36:55 -07:00
qizixi
c4cb0af98a
[spec decode] Fix MTP inference path for MiMo-7B model (#25136) 
Signed-off-by: zixi-qi <qizixi@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-18 09:12:19 -07:00
Harry Mellor
1c3b1634aa
[Misc] Add codeowner for Transformers backend (#25180) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 09:01:50 -07:00
Shu Wang
2ea50e977a
Enable Allgather/ReduceScatter backend for NaiveAllToAll (#23964) 
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Shu Wang <shuw@nvidia.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-18 15:52:58 +00:00
Hyogeun Oh (오효근)
b419937c78
[Docs] Fix warnings in mkdocs build (continued) (#25163) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
 2025-09-18 08:23:26 -07:00
wang.yuqi
5f696c33b1
[New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-18 23:22:01 +08:00
dongbo910220
67244c86f0
feat(api): Return 503 on /health when engine is dead (#24897) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2025-09-18 14:29:40 +00:00
Vadim Gimpelson
072d7e53e5
[PERF] Add conv1d metadata to GDN attn (#25105) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-09-18 14:27:49 +00:00
jvlunteren
01a583fea4
[Kernel] Decouple Tile Size from Block Size in Triton Unified Attention Kernel (#21197) 
Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
 2025-09-18 14:27:01 +00:00
Nicolò Lucchesi
bc19d75985
[Misc] Add kv-connector label (#25156) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-09-18 13:56:07 +00:00
Michael Goin
fbd6523ac0
Refactor dense FP8 tensor/channel/block utils and add CT FP8 block (#21404) 2025-09-18 08:53:45 -04:00
Shanshan Shen
470484a4f5
[Structured Output][Refactor] Move apply_grammar_bitmask() method from ModelRunner to structured output utils (#21999) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2025-09-18 20:44:31 +08:00
Roger Wang
21da73343a
[Misc] Clean up flags in vllm bench serve (#25138) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-09-18 12:43:33 +00:00
Asaf Joseph Gardin
66072b36db
[Bugfix][Mamba] - Fix Conv State Kernel FP32 Support (#24883) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-09-18 12:21:17 +00:00
Harry Mellor
3ed1ec4af2
Fix validate-config pre-commit check (#25157) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 12:06:28 +00:00
Harry Mellor
5a33ae9a3f
Fix forward reference warning in documentation (#25150) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 11:41:41 +00:00
William Song
c9ff9e6f0c
[Docs] add the parallel sampling usage in LLMEngine and AsyncLLM (#24222) 2025-09-18 04:37:08 -07:00
Kay Yan
eaffe4486c
[Docs] Fix pooling-params doc references in openai_compatible_server.md (#24939) 2025-09-18 04:36:47 -07:00
Harry Mellor
8ed039d527
Move StructuredOutputsConfig from config/__init__.py to config/structured_outputs.py (#25153) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 11:24:27 +00:00
Jee Jee Li
37970105fe
[Model] Improve Pooling Model (#25149) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-18 11:04:21 +00:00
Chauncey
cc935fdd7e
[Frontend] Support setting logprobs to -1 (#25031) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-09-18 10:34:42 +00:00
Elvir Crnčević
abdfcd4f3d
silu-v1: Fix EPS not being used during max-reduction (#25069) 
Signed-off-by: elvircrn <elvircrn@gmail.com>
 2025-09-18 10:25:12 +00:00
ihb2032
4f02b77de4
Fix: Add explicit #include <omp.h> for OpenMP compatibility on certain toolchains (#24951) 
Signed-off-by: lyd1992 <liuyudong@iscas.ac.cn>
Signed-off-by: ihb2032 <1355790728@qq.com>
 2025-09-18 17:43:23 +08:00
Aaron Pham
29283e8976
[Chore] Cleanup guided namespace, move to structured outputs config (#22772) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 09:20:27 +00:00
Punitvara
05b044e698
[Doc] Fix cross-reference warnings (#25058) 
Signed-off-by: Punit Vara <punitvara@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 02:05:16 -07:00
Gerard Finol
aa3f105c59
Add 'path' option to ImagePrompt data_format (#25081) 
Signed-off-by: Gerard Finol <gerard.finol@urv.cat>
 2025-09-18 02:02:14 -07:00
Tao He
ef7eefe17a
[Qwen] Add fp8 checkpoint support for qwen3-next. (#25079) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-09-18 08:16:04 +00:00
rongfu.leng
350c94deb3
[Bugfix] when use s3 model cannot use default load_format (#24435) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-09-18 07:47:43 +00:00
Harry Mellor
f4cd80f944
Retrieve sliding_window from text config in Gemma3 MM (#25085) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 06:29:05 +00:00
Harry Mellor
349e0e3462
[Docs] Fix API Reference (#25140) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-17 23:23:29 -07:00
Lumina
81b16a2bc9
[Kernel] Better inf handling for grouped topk cu (#24886) 
Signed-off-by: lumina37 <starry.qvq@gmail.com>
 2025-09-18 05:53:55 +00:00
Simon Mo
e111d5b0ae
[CLI] Use streaming in CLI chat and completion commands (#23769) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-09-17 22:30:26 -07:00
Simon Mo
a904ea78ea
[benchmark] add peak throughput metrics and plot (#23867) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-09-17 22:30:02 -07:00
Benjamin Chislett
b7433ca1a4
[Spec Decode] Efficient padded speculation (#24539) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-09-18 01:07:24 -04:00
Woosuk Kwon
5c65a72bb1
[V0 Deprecation] Remove more V0 tests (#25117) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-17 22:05:25 -07:00
YiwenC
9d8a2d86d2
[EPLB] Add EPLB support for hunyuan_v1 (#23078) 2025-09-18 04:51:35 +00:00
Chaojun Zhang
3bc18127ff
[XPU] Whisper model support on XPU Platform (#25123) 
Signed-off-by: chzhang <chaojun.zhang@intel.com>
 2025-09-18 04:30:10 +00:00
Andrew Sansom
bec060fd99
Mark prompt logprobs as incompatible with prompt embeds at API level (#25077) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-09-17 21:25:07 -07:00
YiwenC
52bc9d5b3e
[Model] enable data parallel for InternVL vision encoder (#23909) 
Signed-off-by: Yiwen Chen <yiwen66@berkeley.edu>
Signed-off-by: YiwenC <54658925+666even666@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-17 21:11:46 -07:00