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353 Commits

Author SHA1 Message Date
Lucas Wilkinson
3e41992fec
[Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-12 05:57:47 -08:00
Wentao Ye
d6464f2679
[Chore] Fix torch precision warning (#30428) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-11 04:05:56 +00:00
Cyrus Leung
7e24e5d4d6
[Deprecation] Remove deprecated task, seed and MM settings (#30397) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-10 19:59:39 -08:00
Jialin Ouyang
9f042ba26b
[Perf] Enable environment cache in EngineCore to enable the feature for UniProcExecutor as well (#29289) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-12-10 14:13:01 -05:00
Benjamin Chislett
e858bfe051
[Cleanup] Refactor profiling env vars into a CLI config (#29912) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-09 13:29:33 -05:00
Wentao Ye
83319b44c2
[Compile] Fix torch warning TensorFloat32 tensor cores for float32 matrix multiplication available but not enabled (#29897) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-09 10:40:37 -05:00
Ming Yang
9d6235ca9a
[moe] Allow disabling DP chunking (#29936) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
 2025-12-09 00:29:36 +00:00
dtc
842aba501d
[P/D] Introduce Mooncake Transfer Engine as kv_connector (#24718) 
Signed-off-by: Tianchen Ding <dtcccc@linux.alibaba.com>
Signed-off-by: dtc <dtcccc@linux.alibaba.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2025-12-04 09:51:36 +00:00
Shengqi Chen
1109f98288
[CI] fix docker image build by specifying merge-base commit id when downloading pre-compiled wheels (#29930) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
 2025-12-03 14:08:19 -08:00
Elizabeth Thomas
b5407869c8
[Bugfix] Respect VLLM_CONFIGURE_LOGGING value (#28671) 
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Jane Xu <janeyx@meta.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Johnny Yang <johnnyyang@google.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: bruceszchen <bruceszchen@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Jane (Yuan) Xu <31798555+janeyx99@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Johnny Yang <24908445+jcyang43@users.noreply.github.com>
 2025-12-03 22:00:52 +00:00
Amr Mahdi
f5d3d93c40
[docker] Build CUDA kernels in separate Docker stage for faster rebuilds (#29452) 
Signed-off-by: Amr Mahdi <amrmahdi@meta.com>
 2025-12-03 11:41:53 +00:00
Andrew Xia
52cb349fc0
[responsesAPI][3] ResponsesParser to set up non harmony MCP (#29413) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-12-02 11:24:45 -05:00
Shengqi Chen
4b612664fd
[CI] Renovation of nightly wheel build & generation (take 2) (#29838) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
 2025-12-01 22:17:10 -08:00
Kevin H. Luu
1336a1ea24
Revert #29787 and #29690 (#29815) 2025-12-01 13:42:03 -08:00
Shengqi Chen
36db0a35e4
[CI] Renovation of nightly wheel build & generation (#29690) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
 2025-12-01 21:25:39 +08:00
Yifei Zhang
1ab8fc8197
Make PyTorch profiler gzip and CUDA time dump configurable (#29568) 
Signed-off-by: Yifei Zhang <yifei.zhang1992@outlook.com>
 2025-12-01 04:30:46 +00:00
Shu Wang
f72a817bdf
[MoE] CuteDSL MoE with Nvfp4 DeepEP dispatch (#27141) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: root <root@umbriel-b200-017.ipp4a1.colossus.nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-11-30 16:05:32 -08:00
Jinzhen Lin
1656ad3704
[Kernel][Quantization] add w4a8 support for marlin kernel (#24722) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
 2025-11-29 07:19:33 -08:00
杰兮
3cb32e5d6e
[Rocm] Set VLLM_ROCM_USE_AITER_FUSION_SHARED_EXPERTS default is disabled (#28985) 
Signed-off-by: zhyajie <yajizhan@amd.com>
Co-authored-by: zhyajie <yajizhan@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2025-11-28 02:08:42 -08:00
Roger Wang
0ff70821c9
[Core] Deprecate xformers (#29262) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-11-24 04:18:55 +00:00
Lucas Wilkinson
1840c5cb18
[BugFix] Make sure to allocate worst case MoE workspace during profile run in the DP + EP case (#27426) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-11-21 11:41:52 -08:00
Woosuk Kwon
30b44a1598
GPU Model Runner V2 (#25266) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-11-21 08:20:55 -08:00
Benjamin Chislett
fcbcba6c70
[Feat] Iteration-level profiling for Torch and CUDA profiler (#28987) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-19 19:17:48 -08:00
Nick Hill
9ccef8e333
[Misc] Colorize logs (#29017) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-19 19:26:04 -05:00
Shu Wang
613abb50d5
[MoE] Nvfp4 Masked Gemm: Add flashinfer grouped_gemm_nt_masked (#25990) 
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-11-19 13:29:06 -08:00
vnadathur
1ffe934c8a
[torch.compile] caching of config fields should be opt-out by default (#26468) 
Signed-off-by: vnadathur <glvikramn@gmail.com>
Signed-off-by: WorldExplored <srreyansh.sethi@gmail.com>
Signed-off-by: Srreyansh Sethi <srreyansh.sethi@gmail.com>
Signed-off-by: Srreyansh Sethi <107075589+WorldExplored@users.noreply.github.com>
Co-authored-by: WorldExplored <srreyansh.sethi@gmail.com>
Co-authored-by: Srreyansh Sethi <107075589+worldexplored@users.noreply.github.com>
Co-authored-by: vnadathur <236933696+vnadathur@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-19 06:13:54 -08:00
Didier Durand
7ed27f3cb5
[Doc]: fix typos in various files (#28945) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-11-18 22:52:30 -08:00
Li, Jiang
20852c8f4c
[CPU] Refactor CPU WNA16 (#28826) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-11-19 10:32:00 +08:00
Jialin Ouyang
40b6b38f2c
[Core] Switch Flat logprob control from environment variable to SamplingParams (#28914) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-11-19 02:10:02 +00:00
Ning Xie
ac1daf3233
fix comment typo (#28802) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-11-16 17:03:21 +00:00
Laith Sakka
2e0ad629b0
Avoid bytecode hook and simplify TorchCompileWrapperWithCustomDipatch (#25110) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-11-14 14:11:10 -08:00
Alexander Matveev
69d0e90313
[MoE][Kernel][Perf] Improve Shared Expert Stream Overlap (#28406) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-11-12 23:37:24 +00:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
4ca5cd5740
[Core][AMD] Migrate fully transparent sleep mode to ROCm platform (#12695) 
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: kliuae <kuanfu.liu@embeddedllm.com>
 2025-11-12 15:24:12 -08:00
QiliangCui
3eb0c2673e
[TPU] Support GCS path in VLLM_TORCH_PROFILER_DIR (#28487) 
Signed-off-by: Qiliang Cui <derrhein@gmail.com>
 2025-11-12 22:31:14 +00:00
Andreas Karatzas
9f0247cfa4
VLLM_USE_TRITON_FLASH_ATTN V0 variable deprecation (#27611) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
 2025-11-11 18:34:36 -08:00
wangxiyuan
e1710393c4
[[V0 deprecation]]Remove VLLM_USE_V1 env (#28204) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-11-11 18:22:16 -07:00
Ilya Markov
1788aa1efb
[BugFix] Graceful handling of torch symm mem errors. (#27671) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-11-11 17:41:54 -07:00
Max Hu
412e153df5
[Feature] Allow configuring FlashInfer workspace size (#28269) 
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-11 23:32:20 +00:00
Matthew Bonanni
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
Zhuohan Li
8d706cca90
[Misc] FlattenLogprobs -> FlatLogprobs (#28335) 2025-11-11 03:41:23 +00:00
Wentao Ye
de540c0354
[Feature] Add env var VLLM_MOE_USE_DEEP_GEMM (#28422) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-11 02:29:48 +00:00
vllmellm
f080a83511
[RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-10 08:20:53 -08:00
Yong Hoon Shin
de2b78305f
[ROCm] Add env to enable/disable aiter triton gemm (#28321) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-11-08 22:27:00 -08:00
Benjamin Chislett
975676d174
[Feat] Drop-in Torch CUDA Profiler (#27841) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-11-08 14:07:37 -08:00
Pavani Majety
72b1c2ae2c
[Bugfix] Use latency MOE backend as default for Flashinfer and other misc fixes (#27439) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-11-07 04:18:39 -08:00
Jialin Ouyang
ccd98b59c1
[Perf] Introduce FlattenLogprobs to store logprobs results to reduce GC overhead (#28171) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-11-07 00:27:12 -08:00
Wentao Ye
90189c71a9
[Bug] Fix env string "0" same to True (#28159) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-05 17:04:20 -08:00
Chenheli Hua
1fb4217a05
[Multimodal] Make MediaConnector extensible. (#27759) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-11-04 18:28:01 +00:00
ahao-anyscale
cac4c10ef0
[BUG] Make 'binary' default option for saving torch compile artifacts when using standalone_compile (#27616) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2025-11-03 11:13:51 -05:00
Paul Zhang
e7acb20076
[Feature] Batch invariant torch.compile (#27660) 
Signed-off-by: PaulZhang12 <paulzhan@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-30 13:11:29 -07:00