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636 Commits
Author SHA1 Message Date
Carl YandGitHub eb04c769d3 feat: MLA prefill enable FA4 fp8 output (#43050) 
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
 2026-06-16 07:10:59 -07:00
Jimmy LeeandGitHub 8bf374955f [Bug Fix] Allow pinned memory for WSL2 (#41496) 
Signed-off-by: Jimmy Lee <hirejimmylee@gmail.com>
 2026-06-16 05:56:26 +00:00
Amanzhol SalykovandGitHub 725c3bc808 [ROCm][Perf] Enable W4A16 FlyDSL MoE (#44400) 
Signed-off-by: amd-asalykov <asalykov@amd.com>
Signed-off-by: Amanzhol Salykov <asalykov@amd.com>
 2026-06-14 00:14:39 -07:00
Matthew BonanniandGitHub cf567cbc71 [Attention] Improve attention benchmarks: configs and profiling (#39336) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-06-12 16:24:25 -04:00
+1
Lucas WilkinsonGitHubMartin KuklaMatthew BonanniDipika SikkaNickLucchejiahancAlec KohlhoffPorras HuangClaudescoootscooob
 		eb28452b10 [Model] Add DiffusionGemma Support (#45163) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Martin Kukla <martin.kukla@cantab.net>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Dipika Sikka <dsikka@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Alec Kohlhoff <134344302+aleckohlhoff@users.noreply.github.com>
Co-authored-by: Porras Huang <20535584+porrashuang@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: scoootscooob <167050519+scoootscooob@users.noreply.github.com>
 2026-06-11 22:17:35 -07:00
Nick HillGitHubClaude Opus 4.8
 		4085ff7cb4 [Core] Add kvcache watermark to reduce preemptions (#44594) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-06-11 08:27:31 -07:00
Fynn Schmitt-UlmsGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		ebc6ef971a Hidden states extraction improvements (#43805) 
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-11 09:44:45 -04:00
Change72andGitHub 320c52b134 [Bench] benchmark_serving_multi_turn: make non-standard conversation_id payload opt-in (#43756) 
Signed-off-by: Change72 <cguo51@asu.edu>
 2026-06-09 19:41:56 -07:00
JimmyGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>simon-mo
 		1c2ffc6f88 feat(multi-turn-bench): add api_key and custom headers for multi turn benchmark (#44516) 
Signed-off-by: Jimmy <jinmingyi1998@sina.cn>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: simon-mo <simon.mo@hey.com>
 2026-06-09 14:00:07 -07:00
Tyko NiemiandGitHub cad4ca12b8 [Bugfix] Add X-Session-ID from conversation_id in multi-turn benchmark (#44663) 
Signed-off-by: Tyko Niemi <tyko.niemi@amd.com>
 2026-06-09 08:57:00 -07:00
bnellnmandGitHub dc68bd8c41 [MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-06-08 10:42:58 -04:00
Nicolò LucchesiandGitHub 5add018beb [Connector] Remove P2pNcclConnector (#44854) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-06-08 18:58:29 +08:00
Qiuyang YueandGitHub 9c7f7741d4 [Bugfix] Fix benchmark_moe.py after inplace mechanism removal (#44041) 
Signed-off-by: Qiuyang Yue <yueqiuyang1389@gmail.com>
 2026-06-07 00:32:00 -04:00
Jee Jee LiGitHubYiliu Dong
 		559d6710bf [PERF]MiniMax-M2 gate kernel (#38445) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: qianlihuang <91178480+qianlihuang@users.noreply.github.com>
Co-authored-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com>
 2026-05-29 18:28:34 -07:00
Wentao YeandGitHub 64e1218673 [Perf] Optimize moe permute by pre-allocate buffer, 9~14% kernel performance improvement (#43014) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-05-28 06:18:26 -07:00
Jee Jee LiandGitHub ec5de7fa7d [LoRA] Add one shot triton kernel For MoE LoRA (#42290) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-05-25 19:47:04 -07:00
Jee Jee LiandGitHub d4004455d2 [Kernel] Remove NormGateLinear (#43554) 
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-05-25 09:49:19 +00:00
daniserebGitHubBanani Ghosh
 		d56285c747 Tuning script and configs for Triton Mamba SSU kernel (#43083) 
Signed-off-by: Banani Ghosh <bg2502@nyu.edu>
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Banani Ghosh <bg2502@nyu.edu>
 2026-05-24 20:12:44 +03:00
Benjamin ChislettGitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		4e2eba28be [Perf] Optimize hidden state extraction logic (#37374) 
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>
 2026-05-22 18:23:08 -04:00
Viktor PusGitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		87a2adcb43 [Misc] Add common random prefix option to structured-output serving benchmark (#41632) 
Signed-off-by: Viktor Pus <viktorpus@tenstorrent.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-05-16 00:44:48 +00:00
lyd1992GitHubClaude
 		f351455f0f [CPU][RISC-V] Add RVV-optimized attention kernels for RISC-V Vector Extension (#40119) 
Signed-off-by: liuyudong <liuyudong@iscas.ac.cn>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-05-15 12:08:23 +08:00
Matthew BonanniandGitHub 9898f94abe [Attention] Remove deprecated MLA prefill arguments (#42555) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-05-14 10:34:06 -07:00
Jee Jee LiGitHubjeejeeleemergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		0a65d46628 [DSV4] Fuse norm and router for low latency scenario (#41263) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: jeejeelee <jeejeelee@verda-b300-05.datacrunch.io>
Co-authored-by: jeejeelee <jeejeelee@verda-b300-05.datacrunch.io>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-14 05:11:02 -07:00
Yongye ZhuGitHubRoger Wang
 		0d2732dd91 [MLA Attention Backend] Add TOKENSPEED_MLA backend for DSR1/Kimi K25 prefill + decode on Blackwell (#41778) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-05-13 23:48:02 -07:00
bnellnmandGitHub 6427603ae8 [MoE Refactor] Move remaining experts classes to experts directory (#42334) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-05-12 09:19:46 -04:00
Dao007foreverGitHubClaude
 		4845aee6b7 [Benchmark] Add --trust-remote-code flag to multi-turn benchmark (#41661) 
Signed-off-by: Dao Le <daole@inferact.ai>
Signed-off-by: Dao Le <Dao007forever@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-05-05 01:00:37 -07:00
snadampalandGitHub 3179e53135 [P/D] Prefill compute optimizations with bi-directional KV cache transfers between P and D nodes (#32553) 
Signed-off-by: Sunita Nadampalli <nadampal@amazon.com>
 2026-04-30 10:14:20 +00:00
Zhanda ZhuGitHubYubo Gao
 		5d5c776444 [Perf] FP8 FlashInfer Attn for ViT (#38065) 
Signed-off-by: Zhanda Zhu <zhandazhu@gmail.com>
Co-authored-by: Yubo Gao <ybgao-nvidia@users.noreply.github.com>
 2026-04-27 13:44:15 +08:00
Ignacio SicaandGitHub f88763efc3 [Bugfix] add seq_lens_cpu_upper_bound to CommonAttentionMetadata in mla_runner.py (#40844) 
Signed-off-by: ignaciosica <mignacio.sica@gmail.com>
 2026-04-24 23:13:52 +00:00
Jackmin801GitHubClaude
 		079a4cf399 [MoE] Move cutlass moe to fused_moe/experts/ (#40574) 
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-04-24 06:05:49 +00:00
Yanan CaoGitHubTheresa ShanClaude Opus 4.6
 		fe5c115ee4 [vLLM IR] Add IR op testing and benchmarking infrastructure (#40167) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Theresa Shan <Theresa.Shan@amd.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-21 00:23:03 +00:00
Nicolò LucchesiandGitHub 8625ec267b [Misc] Multi-turn benchmark output performance json (#39572) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-04-13 18:15:23 +00:00
Yan MaandGitHub ec68d53b2b Add platform manual_seed_all API (#38468) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
 2026-04-10 13:43:50 +08:00
MaralandGitHub 2e9034c998 [W8A8 Block Linear Refactor][2/N] Remove W8A8Fp8BlockLinearOp and adopt Fp8 block linear kernel selections. (#33892) 
Signed-off-by: maral <maralbahari.98@gmail.com>
Signed-off-by: Maral <maralbahari.98@gmail.com>
 2026-04-09 08:50:39 +08:00
Jackmin801GitHubRobert ShawRobert Shaw
 		a776a48b1c [MoE] Move DEEP_GEMM into experts/ subdirectory (#39005) 
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-04-08 19:23:08 +00:00
Carl YandGitHub 3bc2734dd0 [Kernel] Fuse FP8 output quantization into merge_attn_states (#36518) 
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
 2026-04-03 01:47:04 +00:00
Xin YangandGitHub 9bd7231106 Revert "[Kernel] Add gpt-oss Router GEMM kernel (#37205)" (#38778) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-04-01 22:02:32 -07:00
MonishverandGitHub c09ad767cd Feature/silu block quant fusion v1 (#32996) 
Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>
 2026-04-01 18:50:43 +00:00
Zhanda ZhuandGitHub c75a313824 [Perf] triton bilinear_pos_embed kernel for ViT (#37948) 
Signed-off-by: Zhanda Zhu <zhandazhu@gmail.com>
 2026-04-01 01:52:02 -07:00
whyiugandGitHub 58c959a767 [Misc]: clean up non-core lint issues (#37049) 
Signed-off-by: whyiug <whyiug@hotmail.com>
 2026-03-28 10:28:16 -04:00
LiwenGitHubKunshang Ji
 		171775f306 Fix Device Index for ROCm Ray Workers in MoE Benchmark (#38108) 
Signed-off-by: Liwen <53441624+li-liwen@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-28 08:27:11 +00:00
Jee Jee LiandGitHub 2bfbdca23c [Bugfix] Fix benchmark_fused_collective.py (#38082) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-25 23:51:00 -07:00
Harry MellorandGitHub d215d1efca [Mypy] Better fixes for the mypy issues in vllm/config (#37902) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-25 06:14:43 -07:00
Kyle SayersandGitHub 38364a7e32 [Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-03-23 16:03:29 -04:00
Harry MellorandGitHub 572b432913 Stop bench CLI from recursively casting all configs to dict (#37559) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-19 14:04:03 +00:00
Wentao YeandGitHub 0ef7f79054 [Perf] Add tuned triton moe config for Qwen3.5 H200, 9.9% E2E throughput improvement (#37340) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-18 14:18:34 -04:00
Xin YangandGitHub b1169d7be8 [Kernel] Add gpt-oss Router GEMM kernel (#37205) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-03-18 08:15:56 -07:00
Andrey TalmanandGitHub 68f783a727 [Torch 2.11] Guard torch._C._cpu attribute checks for forward compatibility (#35673) 
Signed-off-by: atalman <atalman@fb.com>
 2026-03-17 18:47:59 +00:00
Wei ZhaoandGitHub a3a51d20e7 [Benchmark] Improvements to attention benchmark script (#37115) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-03-16 22:22:40 +00:00
Kunshang JiandGitHub 747b068136 [Hardware] Replace memory related torch.cuda APIs (#37031) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
 2026-03-16 10:24:48 +00:00