Commit Graph
2339 Commits
Author SHA1 Message Date
Chen Zhang 3d5f1c8640 [Mamba][KVCacheManager] Simplify kv cache manage logic for mamba + MTP (#25119)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-10-02 18:48:31 +00:00
Chen Zhang 1e50f1be70 [Deepseek v3.2] Support indexer prefill chunking (#25999)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-10-02 10:29:12 -07:00
Lucas Wilkinsongemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>mgoin
decf7f794b [BugFix] Fix FI accuracy issue when used for MLA prefill (#26063)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-10-02 17:18:13 +00:00
Nick Hill 169313b9f8 [Misc] Make handling of SamplingParams clearer in n>1 case (#26032)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-10-01 19:31:39 -07:00
Gregory Shtrasberg 0b018d8baf [ROCm][Bugfix] Add missing parameter to ROCm backend (#26029)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2025-10-01 19:23:14 -07:00
Wentao Ye da554f932e [Bug] Fix Negative Cuda Memory Usage (#25683)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-01 18:16:26 -04:00
Huamin Li c36f0aa300 Fix test_mamba_ssm_ssd.py due to missing _query_start_loc_to_chunk_indices_offsets (#25995)
Signed-off-by: Huamin Li <3ericli@gmail.com>
2025-10-01 18:18:36 +00:00
Kenichi Maehashi 3b7c20a6b5 [Bugfix] Apply same sampling parameters for both n=1 and n>1 (#26005)
Signed-off-by: Kenichi Maehashi <maehashi@preferred.jp>
2025-10-01 14:37:35 +00:00
Lucia Fang 001e50c92c [Model] MTP fallback to eager for DeepSeek v32 (#25982)
Signed-off-by: Lu Fang <fanglu@fb.com>
2025-10-01 01:53:22 +00:00
David Ben-DavidandDavid Ben-David 9a9f48dff7 [V1] [P/D] Add Support for KV Load Failure Recovery (#19330)
Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
2025-09-30 14:57:08 -07:00
Lehua Ding e184c9c510 [perf] Use CPU tensor to reduce GPU->CPU sync (#25884)
Signed-off-by: Lehua Ding <lehuading@tencent.com>
2025-09-30 19:51:16 +08:00
+6 fa7e254a7f [New Model] DeepSeek-V3.2 (Rebased to Main) (#25896)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
2025-09-30 17:14:41 +08:00
Lucas Wilkinson 23194d83e8 [BugFix] Fix DP/EP hang (#25906)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-09-30 04:18:59 +00:00
Aaron Pham 6a113d9aed [V0 Deprecation] Remove vllm.worker and update according imports (#25901) 2025-09-29 23:26:11 +00:00
Thomas Parnell fea3e476aa [Kernel] Chunk-aligned mamba2 (#24683) 2025-09-29 23:18:25 +02:00
Adrian Abeyta c42ff4f4fd [BugFix][torch.compile] KV scale calculation issues with FP8 quantization (#25513)
Signed-off-by: adabeyta <aabeyta@redhat.com>
2025-09-29 15:52:04 -04:00
Chenxi YangandChenxi Yang d0d138bc55 [Nixl][P/D] Add cuda2cpu support (HD->DH transfer) (#24690)
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
2025-09-29 14:31:51 +00:00
Kunshang Ji 143844fa43 [XPU]Fix xpu spec decoding UTs, avoid using cuda graph (#25847)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2025-09-29 05:15:10 +00:00
+2 9b44a7d926 [P/D] NIXL Updates (#25844)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
Signed-off-by: rentianyue-jk <rentianyue-jk@360shuke.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: rentianyue-jk <rentianyue-jk@360shuke.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Chenheli Hua <huachenheli@outlook.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
2025-09-29 04:46:30 +00:00
Michael Goin 0307428d65 Remove redundant cudagraph dispatcher warning (#25841) 2025-09-28 17:12:42 -04:00
Roger Wang 69311446ba [MM] Optimize memory profiling for scattered multimodal embeddings (#25810)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-09-28 02:17:58 +00:00
Jialin OuyangandJialin Ouyang c216119d64 [Core] GC Debug callback (#24829)
Signed-off-by: Jialin Ouyang <jialino@meta.com>
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Co-authored-by: Jialin Ouyang <jialino@meta.com>
2025-09-27 17:53:31 +00:00
Patrick C. Toulme b65e56babe [Core] Refactor self.model() to call a helper for subclassing. (#25084)
Signed-off-by: Patrick Toulme <ptoulme@meta.com>
Signed-off-by: Patrick Toulme <pctoulme+1@gmail.com>
2025-09-27 08:40:59 -07:00
27d7638b94 [Bugfix] Merge MM embeddings by index instead of token IDs (#16229)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-09-27 08:15:12 +00:00
f1d53d150c [Multimodal][Speculative Decoding]Eagle Eagle3 mm support, enablement on qwen2.5vl (#22872)
Signed-off-by: Junhong <liujunhong11@huawei.com>
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
2025-09-27 03:35:47 +00:00
Zhuohan Li 8bf8f45822 [Core] Don't count preempted tokens in prefix cache hit rate (#25787)
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
2025-09-27 00:16:40 +00:00
Jonas M. Kübler 6f5c0931c1 [Spec decode] automatically disable mm for text-only draft models (#25667)
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
2025-09-27 08:10:21 +08:00
Naman Lalit 4e33a7ea85 [Bugfix] Optimize CpuGpuBuffer initialization (#25447)
Signed-off-by: Naman Lalit <nl2688@nyu.edu>
2025-09-27 08:07:36 +08:00
Bram Wasti dc48ba0c75 Kernel-override Determinism [1/n] (#25603)
Signed-off-by: Bram Wasti <bwasti@meta.com>
2025-09-26 16:59:09 -07:00
Sage Moore 4778b42660 Reduce the Cuda Graph memory footprint when running with DBO (#25779)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-09-26 22:29:56 +00:00
qizixi c70ac4b8ff [spec decode] Consolidate speculative decode method name for MTP (#25232)
Signed-off-by: zixi-qi <qizixi@meta.com>
2025-09-26 22:27:05 +00:00
fhl2000andLuka Govedič f075693da7 [V1] address post issues related to #20059 (part 1) (#23046)
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-09-26 15:58:19 -04:00
Seiji EicherandRui Qiao 8d52f2b3a7 [ray][metrics] Replace ':' with '_' for OpenTelemetry compatibility in Ray (#25439)
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Signed-off-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Co-authored-by: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
2025-09-26 09:43:30 -07:00
Lucas Wilkinson 984d18498a [BugFix] Fix using dbo_decode_token_threshold always (and ignoring dbo_prefill_token_threshold) (#25622)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-09-26 16:22:49 +00:00
wang.yuqiandCyrus Leung fe6b19c314 [Bugfix] Properly abort pooling request. (#25734)
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-09-26 05:47:34 -07:00
Chih-Chieh YangandRishiAstra 2b6b1d7809 [Model] Mamba2 varlen refactor (#21467)
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: RishiAstra <40644327+RishiAstra@users.noreply.github.com>
2025-09-26 11:31:14 +00:00
Icey dd70437a4f Remove cuda hard-code in compute_causal_conv1d_metadata (#25555)
Signed-off-by: Icey <1790571317@qq.com>
2025-09-26 01:19:20 -07:00
Tao He 99b3a504c5 [Qwen3-Next][GDN] fixes cuda graph capturing bug in GDN metadata and a stride bug in causal_conv_1d. (#25743)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
2025-09-26 01:18:58 -07:00
Andrew Sansom d48f4d6daf perf: Avoid copying inputs_embeds tensors to GPU unless prompt_embeds is enabled (#25739)
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
2025-09-26 01:18:09 -07:00
Andrew Sansom e84e0735c7 fix: revert cast to cpu in MsgpackEncoder._encode_tensor to avoid hidden performance regressions (#25738)
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
2025-09-26 01:18:05 -07:00
yitingdc 3edf87d25f [CI/Build] fix doc build warning: Failed to get 'name: description' pair (#25733)
Signed-off-by: yiting.jiang <yiting.jiang@daocloud.io>
2025-09-26 01:18:02 -07:00
Eugene KhvedchenyaandRoger Wang 392edee34a EVS Support (Video tokens pruning) (#22980)
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Signed-off-by: Eugene Khvedchenya <ekhvedchenya@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-09-26 11:54:54 +08:00
Nick Hill 8b77328ffe [Misc] Don't log shm dequeue delay warning on worker side (#25720)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-09-26 01:08:30 +00:00
Zhuohan LiandYe Qi 8c435c9bce [Core] Enable command line logging for LLMEngine (#25610)
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
2025-09-25 15:31:17 -07:00
Ekagra RanjanandNick Hill e71b8e210d [Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-09-25 15:22:03 -07:00
Matthew Bonanni 3468f17ebe [V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
2025-09-25 17:37:50 +00:00
Cyrus Leung 0ea80c87d9 [Model] Define merge_by_field_config MM interface (#25676)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-09-25 17:13:07 +00:00
Lucas Wilkinson 13cc7f5370 [BugFix] Fix DBO hang (#25625)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-09-25 17:04:48 +00:00
AlonKejzman e04a1b6b21 [BUGFIX] Fix crash in Eagle Speculative Decoding models when exceedin… (#24662)
Signed-off-by: AlonKejzman <alonkeizman@gmail.com>
2025-09-25 15:40:14 +00:00
Tyler Michael Smith 2e5df88c92 [Logging] Remove TORCH_NCCL_AVOID_RECORD_STREAMS to squash a warning (#25532)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-09-25 15:16:06 +00:00