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6554 Commits

Author SHA1 Message Date
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
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
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
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
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
bnellnm
dc2979c585
[Kernels] Overlap shared experts with combine instead of dispatch (#24254) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-09-18 12:10:21 +08:00
toncao
027d37df38
[Bugfix][Qwen3-Next] add prefixes to shared_expert in qwen3-next and mlp in qwen2moe to successfully load ignored params in quantized models (#24960) 
Signed-off-by: toncao <cpatonn@gmail.com>
Co-authored-by: toncao <cpatonn@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-18 12:08:50 +08:00
Lukas Geiger
b98219670f
[Core][MM] Cleanup MultiModalCache (#25006) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-09-17 21:08:41 -07:00
Roger Wang
3127274d02
[MM Encoder] Apply DP ViT for Qwen3-VL model series (#24955) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Huang Jie <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: 松灵 <26085463+wulipc@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-17 21:04:21 -07:00
bnellnm
4ac510f484
[Kernels] Enable DeepGEMM by default (#24462) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-09-17 20:19:52 -07:00
bnellnm
5963b98b46
[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-09-17 17:43:31 -06:00
elvischenv
e67a79db03
[Bugfix] Refactor Flashinfer TRTLLM attention kernel selection logic (#24600) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-17 15:36:29 -07:00
Douglas Lehr
1a456c7c90
Aiter mha fp8 fix (#24991) 
Signed-off-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
 2025-09-17 22:29:14 +00:00
Andrew Xia
bff2e5f1d6
[gpt-oss][2] fix types for streaming (#24556) 
Signed-off-by: Andrew Xia <axia@meta.com>
 2025-09-17 22:04:28 +00:00
ahao-anyscale
f20c3b0951
[BUG] Exclude .pth files when pulling remote files (#25092) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2025-09-17 20:42:09 +00:00
Mohammad Miadh Angkad
883131544f
[Bugfix] Update import path for bc_linter_include (#24766) 
Signed-off-by: Mohammad Miadh Angkad <mangkad.bsdsba2027@aim.edu>
 2025-09-17 20:33:11 +00:00
afeldman-nm
7ae9887542
[V1] Logits processor docs (#22919) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
Co-authored-by: Joseph Marinier <Joseph.Marinier@gmail.com>
 2025-09-17 11:53:12 -07:00
Michael Goin
8b32464ac1
Change log level from info to debug for IOProcessor (#24999) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2025-09-17 10:21:28 -07:00
Woosuk Kwon
99cc41ad50
[V0 Deprecation] Remove unused output processor util (#25023) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-17 09:50:07 -07:00
Simon Mo
4aa8c7b047
cleanup: remove adapter commons (#25045) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-17 16:46:29 +00:00
samzong
4a2d33e371
[Docs] vllm/benchmarks/datasets.py fix docstring param format. (#24970) 
Signed-off-by: samzong <samzong.lu@gmail.com>
 2025-09-17 08:11:51 -07:00
Matthew Bonanni
8f3616f422
Remove old cutlass mla (#23961) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-09-17 14:31:43 +00:00
samzong
47f670b03b
[Docs] improve code formatting and comments for eliminate griffe build warning. (#25010) 
Signed-off-by: samzong <samzong.lu@gmail.com>
 2025-09-17 07:31:20 -07:00
Tao He
dd6a910aac
[Bugfix][Qwen3-Next] fixes the varlen issue in qwen3-next's MTP implementation. (#24957) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-09-17 21:59:09 +08:00
Li, Jiang
9fccd04e30
[Bugfix] Fix Stream usage in CPU model runner and OneDNN kernel check (#25046) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-09-17 05:54:02 -07:00
danielafrimi
252ada5559
Add RADIO Vision Encoder Support to vLLM (#24595) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: root <root@cw-dfw-h100-001-305-026.cm.cluster>
 2025-09-17 05:53:30 -07:00
Shijun Yin
2b85697031
[BugFix] enable DOTALL to match multi-line tool_call parameters in extract_tool_call_required_streaming (#24668) 
Signed-off-by: Shijun Yin <shijun.yin@outlook.com>
 2025-09-17 09:21:18 +00:00
Chauncey
544fe76b95
[Frontend] Support returning all prompt logprobs (#24956) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-09-17 09:03:52 +00:00
Xinyu Chen
bb58dc8c20
[DP] Create placement groups by ray_device_key (#25026) 
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-09-17 08:57:25 +00:00
Michael Yao
0fb2551c23
[Docs] Fix griffe warning in base_static_graph.py (#25018) 
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
 2025-09-17 08:49:19 +00:00
Zhuohan Li
6c47f6bfa4
[Core] Remove tokenizer group in vLLM (#24078) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-09-17 08:42:59 +00:00
whx
c15309a730
[Model] Apply SharedFusedMoE to glm4_moe. (#24849) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2025-09-17 16:02:31 +08:00