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485 Commits
Author SHA1 Message Date
Chaojun Zhang 7230dfea50 [XPU] Preserve non-contiguous strides when pinning CPU tensors for UVA view (#54874) 
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
 2026-09-29 09:43:07 +08:00
Shanshan Shen 44af287ebe [ROCm][Perf] Enable layer-aware CSA2 multi-stream overlap for DeepSeek-V4.1-Flash (#57407) 
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
 2026-09-27 23:48:01 +08:00
Mark McLoughlin a44d7b5151 [Core][Logging] Fix JSON logging process decoration (#57957) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-09-25 10:12:28 -06:00
Mark McLoughlinandAI Assistant 45d56c0baf [Core] Model console logging as CLI configuration (#57205) 
Add `--logging-config` CLI argument which can be supplied as
JSON or using dotted arguments. The `--log-level` argument
is provided for convenience, and `--log-config-file` is deprecated
in favor of `--logging-config.pylogging_config_file`.

Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: AI Assistant <noreply@openai.com>
 2026-09-25 11:36:59 +01:00
wangxiyuan 44257c2e35 [Feature] Triton kernel dispatcher (#43048) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2026-09-25 04:07:43 +00:00
Matt MastracciClaude Fable 5.1Lucas Wilkinsonmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Misha Goin
 		ab3de6edf2 [Perf] DiffusionGemma: constrained reads over the request's logprob_token_ids (#58216) 
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
 2026-09-24 13:15:08 -07:00
Matt MastracciClaude Fable 5.1Lucas WilkinsonCodexRazorback16
 		1b3b88ec2b [Core] structured generation mode for DiffusionGemma model (Jev-like) (#57250) 
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Razorback16 <razorback16@protonmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Razorback16 <razorback16@protonmail.com>
 2026-09-22 20:51:17 +00:00
Tony Lin c42f5285ec [Bugfix] prioritize architecture capability before DeepGEMM availability check (#58073) 
Signed-off-by: Tony Lin <tony.lin@intel.com>
 2026-09-22 11:38:04 -04:00
Nils MattesonTaneem IbrahimelehayymAndreas Karatzasmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		13058faa49 [Frontend] Add reusable TP1 initialized-engine snapshots (#51360) 
Signed-off-by: Nils Matteson <nilsmatteson@icloud.com>
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: elehayym <52448798+Yuzu23@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-09-21 23:18:49 +00:00
Jinzhen LinCodexmgoin
 		7d99c2c4fd [Feature][Humming] Humming feature integration (#56685) 
Signed-off-by: jinzhen.ljz <jinzhen.ljz@antgroup.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2026-09-20 08:11:01 -07:00
Kevin Liandkevinli 911548247a [Distributed][MoonEP] BF16 integration of MoonEP balanced EP backend (#52101) 
Signed-off-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
Co-authored-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
 2026-09-18 10:34:01 -04:00
Thien TranOpenAI Codexzjy0516
 		41f9104fa6 [DSv4.1] Integrate Mega-Gate from DeepGEMM (#56266) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
 2026-09-17 12:06:36 -07:00
Harry MellorandClaude Opus 5 0ef8366ba3 [Frontend] Only show the summary line of config docstrings in --help (#57357) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-17 12:53:11 +00:00
Tianmu LiOpenAI CodexLi, Jiang <jiang1.li@intel.com>
 		23cd0346ce [CPU] Align scheduler and NIXL CPU affinity per local rank (#53636) 
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2026-09-17 16:43:08 +08:00
Jiahan Chang (Cyrus)andOpenAI Codex 4e5ffda19d [Bugfix] Isolate supplemental FlashInfer BF16 autotuning (#57285) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-09-17 07:38:58 +00:00
Rohan PotdarClaude Opus 4.8Matt
 		3e267bae70 [ROCm] triton+triton_kernels 3.8 mxfp4 MoE support (gpt-oss + DeepSeek-V4) (#55934) 
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Matt <156021403+mawong-amd@users.noreply.github.com>
 2026-09-16 20:03:34 -05:00
Harry MellorandClaude Opus 5 651a88c09a [CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-16 10:57:24 -07:00
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-16 16:44:29 +00:00
Harry MellorandClaude Opus 5 5f203baedb [Docs] Split slash-combined docstring parameters (#57141) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-16 02:16:32 -07:00
AlexHuangOpenAI CodexItay Etelis
 		0f8fa53acf [Bugfix][KV Offload] Check cgroup memory before SHM allocation (#54014) 
Signed-off-by: Alex <jihui.huang@daocloud.io>
Signed-off-by: AlexHuang <alex.tech.lab@outlook.com>
Signed-off-by: Alex <alex.tech.lab@outlook.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
 2026-09-16 09:17:50 +03:00
Kevin H. LuuSherlockmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		af1c01499b [Bugfix] Make GPU sync checks safe under torch.compile (#56904) 
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Sherlock <sherlock@raft.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-09-15 21:37:08 -07:00
Jared WenandClaude Fable 5.1 1257512305 [DSA] Wire DeepGEMM sparse MQA logits into the DeepSeek V4.1 indexer (#56254) 
Signed-off-by: Jared Wen <w13431838023@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-15 14:07:14 -07:00
Nick Hill f2aad6aa70 [MRV2] Buffer util simplifications (#56888) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-09-15 20:36:51 +00:00
Juntian LiuYongye ZhuClaude Opus 5Thien Tran
 		bb55077411 [Perf][Kernel] Integrate Mega-mHC from DeepGEMM for DeepSeek V4.1 (reopen of #56255) (#56962) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
 2026-09-15 04:01:06 -07:00
Yongye ZhuandClaude Opus 5 8263ea12bd [Build] Move DeepGEMM pin to the vLLM fork and update the Mega MoE call convention (#56876) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-15 00:57:18 -07:00
zhaoguochun1995 bbbd0a02c9 [Bugfix] Carry over queued work when materializing the dedicated stream (#56382) 
Signed-off-by: zhaoguochun1995 <zhaoguochun1995@163.com>
 2026-09-14 23:52:20 +00:00
siyuandIsotr0py 73fb19151f [Fast Start] Support fp4 (#55465) 
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
 2026-09-10 13:22:17 +00:00
Tianyu Guo 479611c0c6 [Frontend][EPD] Use JSON arrays for multimodal metadata (#56090) 
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
 2026-09-10 05:04:14 +00:00
Nick Hill 4aadb0f14d [Core] Enhance cpu<->gpu sync checking to include paged async copies (#53491) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-09-08 17:26:21 -07:00
Wentao Ye 6b15bea080 [Refactor] Remove utils dead code (#53941) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-09-08 11:22:09 -04:00
mingg26Kimi Codemergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		7fa2c63796 [Bugfix] Autotune FlashInfer deferred MoE decode kernels before CUDA graph capture (#55377) 
Signed-off-by: ming <ming@inferact.ai>
Co-authored-by: Kimi Code <kimi-code@moonshot.cn>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-09-08 04:02:23 +00:00
Wei Zhao a69402aaa8 [Perf] Integrate FlashInfer KDA kernels (#55364) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-09-07 20:29:30 -07:00
Jee Jee Li 199cb9b964 [Kernel] Remove unused fake implementation (#55535) 
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-09-06 17:54:32 -07:00
Nick Hill 8277c42e4c [Perf] Ensure async h2d copies are pinned in more places (#55202) 2026-09-04 17:17:01 -07:00
Jiangyun Zhu 98ed0856f3 [Model] add GLM-5.3-Flash support (#53906) 2026-09-03 09:40:35 -07:00
Yusuke OdaandChauncey 798b557e06 [Frontend] Add site-packages support for reasoning/tool parser plugins (#45241) 
Signed-off-by: odashi <yusuke.oda@predicate.jp>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-09-02 07:41:13 +00:00
fxmarty-amdandAndreas Karatzas d1c15e589d [CI] Speed up quantization test group (#53291) 
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
 2026-09-01 13:15:24 -05:00
Luke AlonsoandLucas Wilkinson 0d4ad47981 [Kernel] Add B12X causal paged attention backend (#52017) 
Signed-off-by: Luke Alonso <lalonso@gmail.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-09-01 10:42:02 -04:00
lzhan011andCyrus Leung ce7391712b [Bugfix][Security] Bound embedding densification before to_dense() (#54632) 
Signed-off-by: lzhan011 <35493221+lzhan011@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-09-01 08:45:14 +00:00
sychen52 7c5dc571cb [Attention][DSA] Enable W4A16 DSA (#51724) 
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
 2026-09-01 12:37:47 +08:00
Lain 882ca8d696 [Kernel] add Flashinfer cutedsl w4a16 linear (#53014) 
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
 2026-09-01 02:49:14 +00:00
Nick Hill c28feab989 [Core][MRV2] Freeze gc during V2 CG capture; skip per-descriptor cleanup (#54646) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-08-31 19:37:46 -07:00
Xuan-1998andVladimir Aerov 026d5af7f4 [Bugfix] Fix ncclCommQueryProperties heap overflow with NCCL >= 2.31 (#53008) 
Signed-off-by: Xuan Jiang <xuanj@amazon.com>
Co-authored-by: Vladimir Aerov <vaerov@amazon.com>
 2026-08-29 00:25:00 +00:00
Jiahan Chang (Cyrus)OpenAI CodexJee Jee Li
 		7c877062ac [kernel] Integrate FlashInfer BF16 CuTeDSL Low Latency GEMM (#50572) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-08-27 22:29:12 +00:00
Luke Alonso 3454335f7b [Bugfix] Resolve B12X modules before Dynamo tracing (#53326) 
Signed-off-by: Luke Alonso <lalonso@gmail.com>
 2026-08-25 09:20:15 -07:00
Taneem Ibrahim 2014e47485 [Pooling UX] Improve serve --task error guidance (#53467) 
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
 2026-08-25 08:20:10 -04:00
Md Saidul Hoque AnikClaude Fable 5Anerudhan Gopal
 		8fe9317f2e [Model][MoE] DeepSeek-V4: add opt-in FlashInfer moe_ep expert backend (#49636) 
Signed-off-by: Md Saidul Hoque Anik <mhoqueanik@nvidia.com>
Signed-off-by: Anerudhan Gopal <agopal@nvidia.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Anerudhan Gopal <agopal@nvidia.com>
 2026-08-25 03:35:01 +00:00
Lucas Wilkinson 8bdc70ec7b [6/N][KV-Cache Layout Refactor] Standardize KV cache layout (#51718) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-08-21 17:47:49 -07:00
Luke Alonsoandmgoin 2740c817ff [Kernel] Add b12x FP4 MoE backend (#52018) 
Signed-off-by: Luke Alonso <lalonso@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2026-08-21 08:04:36 -07:00
SeonjinandMisha Goin bd8865a299 [Kernel] Add FlashInfer TRTLLM MXFP8 linear backend (#52204) 
Signed-off-by: seonjinn <sna@nvidia.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
 2026-08-20 10:07:22 -04:00