Commit Graph
1000 Commits
Author SHA1 Message Date
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
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
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
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
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
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
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
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
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
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
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
Li, Jiang eb32335e35 [CPU] update torch 2.8 and fix missing fields in TorchSDPAMetadata (#25652)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-09-25 13:29:11 +00:00
Cyrus Leung 755ed7b05b [Misc] Simplify PoolerOutput and move to v1/outputs (#25629)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-09-25 06:47:03 +00:00
courage17340 a676e668ee [Bugfix] fix apply_temperature to avoid nan in probs (#24734)
Signed-off-by: courage17340 <courage17340@163.com>
2025-09-25 05:32:21 +00:00
XuruiYangandyangxurui 845adb3ec6 [Model] Add LongCat-Flash (#23991)
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
2025-09-24 21:53:40 -07:00
Sage Moore f84a472a03 Suppress benign cuBLAS warning when capturing cudagraphs with DBO (#25596)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-09-24 19:02:08 +00:00
Roger Wang 42488dae69 [Bugfix] Fix dummy video number of frames calculation (#25553)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-09-24 09:47:30 +00:00
Chengji Yao 190c45a6af [TPU][Bugfix] fix the missing apply_model in tpu worker (#25526)
Signed-off-by: Chengji Yao <chengjiyao@google.com>
2025-09-24 05:18:08 +00:00
Lucas Wilkinson dc464a3d39 [BugFix] AssertionError: Do not capture num_reqs > max_num_reqs for uniform batch (#25505)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-09-23 18:00:29 -06:00
kourosh hakhamaneshi abad204be6 [BugFix] Fix OOM in vLLM replicas by ensuring consistent NCCL memory accounting (#25359)
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
2025-09-23 15:49:09 -07:00
Wentao Ye 8b8a8afc89 [CI] Fix Pre-commit Issue (#25497)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-09-24 04:09:37 +08:00
jiahanc d5944d5146 [Speculators][Speculative Decoding] Fix gpt-oss eagle3 accuracy issue (#25406)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
2025-09-23 15:44:35 -04:00
Michael Goin 24fab45d96 [Perf] Change default CUDAGraphMode from PIECEWISE to FULL_AND_PIECEWISE (#25444)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-09-23 15:29:26 -04:00
Amir SamaniandMichael Goin 8c1c81a3de [core] add nccl symmetric memory for all reduce (#24532)
Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-09-23 14:33:06 -04:00
Wentao Ye 846197f505 [Log] Optimize kv cache memory log from Bytes to GiB (#25204)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-09-23 12:44:37 -04:00
cc1dc7ed6d [Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-09-23 16:02:10 +00:00
Michael Goin 2c58742dff [UX] Change kv-cache-memory log level to debug (#25479)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
2025-09-23 08:01:24 -07:00
ac0048c0ae [BugFix] [DP/EP] Fix slow execution when BS <= DP (#25407)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Chris Bamford <chrisbam4d@gmail.com>
2025-09-22 17:26:17 -07:00
Nicolò Lucchesi 090197034f [Bugfix] Fix missing clear_connector_metadata (#25397)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-09-23 08:10:59 +08:00
Nicolò LucchesiandYe Qi 4cf71cc88a [TPU] Deprecate xm.mark_step in favor of `torch_xla.sync (#25254)
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
2025-09-22 10:12:57 +00:00
Woosuk Kwon 1c3ffdbecc [V0 Deprecation] Remove V0 sampling metadata (#25345)
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
2025-09-21 10:37:11 -07:00
Wenlong Wang 032d661d27 [Docs] Fix warnings in mkdocs build (continued) (#25042)
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
2025-09-20 11:45:18 +00:00
Chen Zhang 9607d5eb44 [Hybrid Allocator] Support full attention with different hidden size (#25101)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-09-19 23:43:59 -07:00
Nick Hillandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> a25ade5d47 [BugFix] Ensure appropriate guards in destructors (#25284)
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-09-20 09:06:34 +08:00
Lucas Kabela 3da17c2cc2 [Bugfix] Remove VLLM_TEST_DYNAMO_FULLGRAPH_CAPTURE #2969 (#25090)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2025-09-19 20:27:21 -04:00
Nick Hill 14c1432789 [BugFix] Fix async scheduling CPU tensor race take 2 (#25279)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-09-19 16:34:07 -07:00
Jee Jee Li 2821986450 [Core] Modify the initialization parameters of the lora manager (#25249)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-09-19 18:01:28 +00:00
Nicolò Lucchesi a3d087adec [P/D][Nixl] Introduce KVTransferMetrics and aggregation strategy (#22188)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-09-19 11:09:14 +00:00
Andrew SansomandCyrus Leung 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
Azizgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
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
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