Commit Graph
464 Commits
Author SHA1 Message Date
Bangsheng Tang 61485844fc [BugFix] Corner case that could cause out-of-sync with external launcher mode and dp >1 (#28774) 2025-11-17 15:22:11 -08:00
Nick Hill 7765e5ba75 [BugFix] Fix PP performance and PP kv connector output regression (#28768)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-11-17 14:08:50 -08:00
d8874c61a5 [Core] Async Scheduling X Spec Decoding Compatibility (#24799)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
2025-11-17 12:16:20 -08:00
Lucas Wilkinson 64e39d667c [BugFix] Temporary fix for IMA with MTP = 2 and full-cg (#28315)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-11-17 09:41:22 -05:00
Lucas Wilkinson be263f7645 [BugFix] Fix AssertionError: DCP not support reorder_batch_threshold > 1 now. (#28751)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-11-15 22:35:06 +00:00
Didier Durand 2bb4435cb7 [Doc]: fix typos in various files (#28567)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-11-15 19:27:50 +00:00
Cyrus LeungandJialin Ouyang 98b4d389ed [Redo] #26368 (#28771)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-11-14 22:47:41 -08:00
Nick Hill ac86bff8cb Revert "[Core] Performance: Use list[np.ndarray] instead of list[list… (#28773) 2025-11-14 20:24:00 -08:00
Jialin Ouyang 186352b270 [Core] Performance: Use list[np.ndarray] instead of list[list[int]] for output tokens for GC optimization (#26368)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-11-14 16:04:04 -08:00
Cyrus Leung e2741f6cbc [Chore] Rename SchedulerConfig.chunked_prefill_enabled (#28735)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-14 18:39:57 +00:00
Yong Hoon ShinandCyrus Leung 9324e10275 Fix KV sharing fast prefill with cudagraph enabled (#28537)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-14 11:53:42 +00:00
Nick Hill bc3e43069a [BugFix] Fix multi-modal async scheduling race condition (#28706)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-11-14 01:11:13 -08:00
Harry Mellor 97d1c99302 Rename clashing method names for vLLM model protocol (#27583)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-12 19:14:33 -08:00
Benjamin Chislett 304419576a [Perf] Refactor cudagraph_support to enable full CUDA graphs for spec decoding with FlashInfer (#28479)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-11-13 01:56:40 +09:00
Chenguang Zhengn00909098knlnguyen1802herotai214gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Khuong LeKhuong Le
4ccffe561f [Core] Encoder separation for Encode-Prefill-Decode Disaggregation (#25233)
Signed-off-by: n00909098 <nguyen.kha.long@huawei.com>
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: herotai214 <herotai214@gmail.com>
Signed-off-by: Khuong Le <khuong.le.manh@huawei.com>
Signed-off-by: Khuong Le <lemanhkhuong2611@gmail.com>
Co-authored-by: n00909098 <nguyen.kha.long@huawei.com>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: herotai214 <herotai214@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Khuong Le <khuong.le.manh@huawei.com>
Co-authored-by: Khuong Le <lemanhkhuong2611@gmail.com>
2025-11-11 18:58:33 -08:00
Cyrus Leung afffd3cc8a [Model] Pass mm_features directly into get_mrope_input_positions (#28399)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-11 21:14:48 +08:00
Matthew BonanniandLuka Govedič b30dfa03c5 [Attention] Refactor CUDA attention backend selection logic (#24794)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-11-11 07:40:44 -05:00
Adrian Abeyta a5a790eea6 [Bugfix] Ensure calculated KV scales are applied in attention. (#27232)
Signed-off-by: adabeyta <aabeyta@redhat.com>
2025-11-10 23:42:37 +00:00
Wei Wei bf6a3d0ff5 [Misc] Add more scoping for improved trace (#28329)
Signed-off-by: Wei Wei <wwei6@meta.com>
2025-11-10 21:03:21 +00:00
Lucas Wilkinson e8697faf03 [V0 deprecation] Remove no longer used get_metadata_cls (#28370)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-11-10 14:32:09 +08:00
Lucas Wilkinson 636efd10a5 [Core] Separate out attention metadata building logic from prepare inputs (#26764)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-11-09 13:51:43 -05:00
Ning Xie e5e9067e61 [Misc] fix typo and add detailed log (#28178)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-11-09 05:33:46 +00:00
zhangsicheng5andQiuChunshuo 2108a571d7 [DCP] Support dcp kv_cache interleave size > 1 (#26696)
Signed-off-by: zhangsicheng5 <zhangsicheng5@huawei.com>
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: Qiu <qiuchunshuo@huawei.com>
Co-authored-by: QiuChunshuo <qiuchunshuo@huawei.com>
2025-11-09 04:45:27 +09:00
gnovack 70af44fd10 [bugfix] support eagle with lora cudagraph specialization (#28318)
Signed-off-by: gnovack <gnovack@amazon.com>
2025-11-08 03:25:45 +00:00
d0c7792004 [Bugfix][LoRA][Spec Decode] Support LoRA with speculative decoding (#21068)
Signed-off-by: Sean Chen <xiaohong_chen1991@hotmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Danielle Robinson <dcmaddix@gmail.com>
Co-authored-by: Haipeng Li <li2haipeng@gmail.com>
Co-authored-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com>
2025-11-08 01:58:22 +00:00
Lukas Geiger e0919f331d [Core][MM] Add mechanism to configure multimodal fields which should stay on CPU (#28168)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-11-07 12:14:29 +00:00
e50c454672 [BugFix] Support EP/DP + EPLB with MTP (#25311)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2025-11-05 15:22:17 +00:00
Chen Zhang 5d16d0fa62 [DCP] check return_lse for all layers in dcp (#27929)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-11-05 22:27:25 +08:00
Nick Hill 5a0a6dfd55 [BugFix] Fix incorrect preallocated sampled_token_ids tensor size (#28025)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-11-04 07:38:16 -08:00
Aurick QiaoandAurick Qiao 2c19d96777 [Spec Decode] Integrate Suffix Decoding from Arctic Inference (#25784)
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com>
2025-11-03 09:23:31 -08:00
Thomas Parnell 18961c5ea6 [Hybrid] Pass kernel block size to builders (#27753)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2025-11-03 05:48:03 +00:00
Nick Hill 0cdbe7b744 [Core] Async scheduling + structured outputs compatibility (#26866)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-11-01 00:35:04 +00:00
Chen Zhang df334868ca [Hybrid] A simpler algorithm to find kernel_block_size (#26476)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-10-31 21:30:28 +00:00
Huamin Li 933cdea440 [BugFix] Don’t compute reorder threshold when there are no attention groups (#27861) 2025-10-31 11:36:18 +00:00
Jialin Ouyang 4574d48bab [Core][Bookkeeping] Update cu_num_accepted_tokens for all req_index (#27629)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-10-30 11:52:36 -07:00
Zhiyuan Li 4e68cc9b6a [Model] Introduce Kimi Linear to vLLM (#27809)
Signed-off-by: lizhiyuan <lizhiyuan@moonshot.cn>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
2025-10-30 21:02:27 +08:00
Nick Hill 2ce5c5d3d6 [BugFix] Handle unscheduled requests properly when async scheduling (#27756)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-10-29 21:04:25 -07:00
Nick Hill 4fe5895361 [AsyncScheduling] Make async overlap work with logprobs (#27615)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-10-28 22:35:54 +00:00
Jialin Ouyang b46e4a06f1 [Core][Bookkeeping Optimization] Update against numpy view of is_token_ids tensor (#27618)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-10-28 08:13:10 +00:00
Cyrus Leung 6ebffafbb6 [Misc] Clean up more utils (#27567)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-27 15:30:38 +00:00
Yeshwanth N 71b1c8b667 [Chore]:Extract math and argparse utilities to separate modules (#27188)
Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
2025-10-26 04:03:32 -07:00
Wentao Ye 52efc34ebf [Log] Optimize Startup Log (#26740)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-24 19:27:04 -04:00
Lehua Ding 0402428200 [Perf][Async Scheduling] Remove CPU->GPU sync in dummy_run (#27455)
Signed-off-by: Lehua Ding <lehuading@tencent.com>
2025-10-24 20:45:36 +00:00
284cc92275 [MISC] cudagraph_capture_sizes related improvements (#26016)
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-24 05:11:05 -07:00
fhl2000 85fee74b33 [Bugfix][CI] Move resolving cudagraph_mode before initializing attn_metadata_builder (#27427)
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
2025-10-23 20:31:14 -07:00
Jonathan Chen ca76486a16 [Chore] Separate out vllm.utils.platform_utils.py (#27374)
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
2025-10-23 19:08:06 +00:00
Giancarlo DelfinandNick Hill 6644796bf4 [V1][spec decode] return logprobs for spec decoding (#26060)
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-10-22 22:59:59 -07:00
Benjamin Chislett 19748806f0 [Bugfix] skip cuda graph for drafter when running with eager (#26821)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-21 15:39:09 -07:00
e93ff6c8b9 Nemotron Nano V2 VL + EVS Video Support (#27107)
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Signed-off-by: Natan Bagrov <nbagrov@nvidia.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Natan Bagrov <nbagrov@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-10-20 22:19:11 +08:00
Andy LoandJee Jee Li b63f2143f8 [LoRA] LoRA cuda graph specialization (#25914)
Signed-off-by: Andy Lo <andy@mistral.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-10-20 04:21:09 +00:00