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5433 Commits

Author SHA1 Message Date
Cyrus Leung
139a97ec56 [Bugfix] Fix shape checking for Fuyu (#21709) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-28 00:05:56 -07:00
rongfu.leng
18cc33dd60 [bugfix] fix profile impact benchmark results (#21507) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-07-27 22:44:24 -07:00
Hongsheng Liu
7656cf4cf3 [Bugfix] [issue-21565] Fix the incompatibility issue with stream and named function calling when Thinking is disabled (#21573) 
Signed-off-by: wangzi <3220100013@zju.edu.cn>
Co-authored-by: wangzi <3220100013@zju.edu.cn>
 2025-07-27 22:43:50 -07:00
Benji Beck
3ea57a56d9 Migrate Idefics3ImagePixelInputs and Idefics3ImageEmbeddingInputs to … (#21683) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-27 22:37:23 -07:00
Benji Beck
75856bc2cb Migrate GraniteSpeechAudioInputs to TensorSchema (#21682) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-07-27 22:37:20 -07:00
Benji Beck
304dcdf575 Migrate GLMVImagePixelInputs to TensorSchema (#21679) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-27 22:36:11 -07:00
Benji Beck
88e46c7c8d Migrate Glm4vImageInputs, Glm4vVideoInputs to TensorSchema (#21678) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-07-27 22:36:08 -07:00
Benji Beck
d8937de4c8 Migrate Gemma3ImagePixelInputs to TensorSchema (#21676) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-27 22:36:05 -07:00
TJian
e626d286f5 [FEAT] [ROCm] [AITER]: Add AITER HIP block quant kernel (#21242) 2025-07-28 05:07:06 +00:00
Shinichi Hemmi
c7ffe93d9c [Model] Support TP/PP/mamba2 kernel for PLaMo2 (#19674) 
Signed-off-by: Shinichi Hemmi <shemmi@preferred.jp>
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
Co-authored-by: Calvin Metzger <metzger@preferred.jp>
Co-authored-by: Sixue Wang <cecilwang@preferred.jp>
 2025-07-28 05:00:47 +00:00
Adeline
15a72ac478 [V1] Exception Handling when Loading KV Cache from Remote Store (#21534) 
Signed-off-by: liuyumoye <adeline_ly2023@outlook.com>
Co-authored-by: liuyumoye <adeline_ly2023@outlook.com>
 2025-07-27 20:34:17 -07:00
Jee Jee Li
04ff4be310 [Misc] Add fused_moe configs for Qwen3-Coder-480B-A35B-Instruct-FP8 (#21700) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-27 20:12:18 -07:00
Yuxuan Zhang
93269bb43e Fix GLM tool parser (#21668) 
Co-authored-by: Chenhui Zhang <zhang.chenhui@outlook.com>
 2025-07-28 10:46:38 +08:00
Joachim Studnia
82acf2184d Fix typo for limit-mm-per-prompt in docs (#21697) 
Signed-off-by: Joachim Studnia <joachim@mistral.ai>
 2025-07-27 19:45:37 -07:00
Cyrus Leung
86ae693f20 [Deprecation][2/N] Replace --task with --runner and --convert (#21470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-27 19:42:40 -07:00
Alexander Matveev
8f605ee309 [Attention] Make CutlassMLA the default backend for SM100 (blackwell) (#21626) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-27 20:13:00 +00:00
Ning Xie
a9b2a1d704 [Misc] Refactor vllm config str (#21666) 2025-07-27 09:51:44 -07:00
Caleb_Du
57c22e57f9 Fix CUDA permute/unpermute for use with DeepGemm Moe (#17934) 
Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
 2025-07-27 07:08:00 -07:00
Wentao Ye
bda9d0535f [Refactor] Refactor MOE NVFP4 Code Base: ModelOpt + Compressed Tensor (#21631) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-27 05:25:21 -07:00
Isotr0py
3d847a3125 [VLM] Add video support for Intern-S1 (#21671) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-07-27 11:49:43 +00:00
Benji Beck
5f8c9a425e Migrate Florence2ImagePixelInputs to TensorSchema (#21663) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-07-27 02:43:02 -07:00
ZiTian.Zhao
a8936e5193 Refactor: Remove numpy dependency from LoggingStatLogger (#20529) 
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
 2025-07-27 04:06:21 +00:00
Huy Do
971948b846 Handle non-serializable objects in vllm bench (#21665) 2025-07-27 03:35:22 +00:00
Isotr0py
eed2f463b2 [VLM] Support HF format Phi-4-MM model (#17121) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-07-26 20:07:57 -07:00
Benji Beck
20950b29fb Migrate ChameleonImagePixelInputs to TensorSchema (#21657) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-26 19:34:25 -07:00
Benji Beck
3339cba3ff Migrate FuyuImagePatchInputs to TensorSchema (#21662) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-26 19:34:14 -07:00
Benji Beck
0b8caf9095 Migrate DeepseekVL2ImageInputs to TensorSchema (#21658) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-26 19:34:11 -07:00
Benji Beck
ccf27cc4d4 Migrate Blip2ImagePixelInputs and Blip2ImageEmbeddingInputs to TensorSchema (#21656) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-27 10:33:52 +08:00
Jinzhen Lin
c657369841 support torch.compile for bailing moe (#21664) 2025-07-26 23:54:32 +00:00
Wenchen Lo
6c66f28fa5 Remove xformers requirement for Mistral-format Pixtral and Mistral3 (#21154) 
Signed-off-by: Wenchen Lo <charles761013@gmail.com>
 2025-07-26 17:20:29 -06:00
Kaixi Hou
de509ae8eb [NVIDIA] Explicitly disable shuffled weights for flashinfer blockscale moe fp8 kernels (#21411) 
Signed-off-by: kaixih <kaixih@nvidia.com>
 2025-07-26 07:10:36 -07:00
Wentao Ye
56e544f24b [Refactor] Remove moe_align_block_size_triton (#21335) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-26 07:08:29 -07:00
WeiQing Chen
97d6c30cc9 [BugFix] Fix shared storage connector load kv only load attention layer (#21428) 
Signed-off-by: David Chen <530634352@qq.com>
 2025-07-26 07:07:40 -07:00
Ye (Charlotte) Qi
a40a8506df [Misc] Improve memory profiling debug message (#21429) 
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-07-26 07:07:21 -07:00
Wentao Ye
c215f5c877 [Bug] Fix has_flashinfer_moe Import Error when it is not installed (#21634) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-26 07:06:14 -07:00
Maximilien de Bayser
1cd6eaba54 Support encoder-only models without KV-Cache (#21270) 
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-07-26 21:09:52 +08:00
Benji Beck
de10ff0b7c Migrate AyaVisionImagePixelInputs to TensorSchema for shape validation (#21622) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-26 06:08:18 -07:00
Benji Beck
9d197280fa Migrate AriaImagePixelInputs to TensorSchema for shape validation (#21620) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-26 06:08:15 -07:00
Reid
05c1126f29 [Misc] remove unused try-except in pooling config check (#21618) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
 2025-07-26 12:20:03 +00:00
Lyu Han
875af38e01 Support Intern-S1 (#21628) 
Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-07-26 19:14:04 +08:00
Alexandre JUAN
2f6e6b33fb [Bugfix] Fix isinstance check for tensor types in _load_prompt_embeds to use dtype comparison (#21612) 
Signed-off-by: Alexandre Juan <a.juan@netheos.net>
 2025-07-25 20:11:10 -07:00
Farzad Abdolhosseini
62965de5fe [Model] Ultravox: Support Llama 4 and Gemma 3 backends (#17818) 
Signed-off-by: Farzad Abdolhosseini <farzad@fixie.ai>
Signed-off-by: Patrick Li <patrick8289@gmail.com>
Co-authored-by: Patrick Li <patrick8289@gmail.com>
 2025-07-25 18:12:31 -07:00
Alex Kogan
7ae75fa6d0 [Feature] Add support for MoE models in the calibration-free RTN-based quantization (#20766) 
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
 2025-07-25 18:09:34 -07:00
Rui Qiao
c7742d6113 [Bugfix] Always set RAY_ADDRESS for Ray actor before spawn (#21540) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-07-25 17:08:30 -07:00
Rui Qiao
cea96a0156 [Bugfix] Fix sync_and_slice_intermediate_tensors (#21537) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-07-25 17:07:58 -07:00
Wentao Ye
75d29cf4e1 [Perf] Cuda Kernel for Int8 Per Token Group Quant (#21476) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-25 17:07:07 -07:00
mgazz
e189b50f53 Add support for Prithvi in Online serving mode (#21518) 
Signed-off-by: Michele Gazzetti <michele.gazzetti1@ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-07-25 07:01:27 -07:00
who who who
b3caeb82e7 [ROCm][AITER] Enable fp8 kv cache on rocm aiter backend. (#20295) 
Signed-off-by: fsx950223 <fsx950223@outlook.com>
Signed-off-by: amd-ruitang3 <Rui.Tang2@amd.com>
Co-authored-by: amd-ruitang3 <Rui.Tang2@amd.com>
 2025-07-25 06:50:21 -07:00
Chih-Chieh Yang
eab2f3980c [Model] Replace Mamba2 RMSNorm Gated with Fused Triton Kernel (#20839) 
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Signed-off-by: Yu Chin Fabian Lim <fabian.lim@gmail.com>
Signed-off-by: Chih-Chieh Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: Yu Chin Fabian Lim <fabian.lim@gmail.com>
 2025-07-25 06:49:36 -07:00
kourosh hakhamaneshi
9fe98d4250 [Frontend] Add request_id to the Request object so they can be controlled better via external load balancers (#21009) 
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
 2025-07-25 06:49:11 -07:00