Commit Graph
235 Commits
Author SHA1 Message Date
eb87980585 [Build] Fix DeepGEMM CUDA 12.9 release builds (#57554)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-09-20 20:14:00 -07:00
Yuwen ZhouandLi, Jiang <jiang1.li@intel.com> b346479065 [CPU] Add CPU FP8 W8A8 linear/MoE support (#49942)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-09-18 17:59:42 +08:00
Rukhaiya2004Akash kaothalkarAntigravityLi, Jiang <jiang1.li@intel.com>
117cf43fb6 [HARDWARE][POWER] Enable W8A8 INT8 MoE on POWER (#55316)
Signed-off-by: Rukhaiya <bibirukhaiya123@gmail.com>
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Antigravity <antigravity@google.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-09-17 21:45:13 +08:00
Yongye Zhu 929aa2a7ed [Build] Bump DeepGEMM pin to a6bbb80 (#57218) 2026-09-16 14:49:35 -07:00
Shang WangandCodex 031f5810c1 [Build][NVIDIA] Update public Rubin dependencies and MSA compatibility (#56545)
Signed-off-by: Shang Wang <samshang.wang@mail.utoronto.ca>
Co-authored-by: Codex <noreply@openai.com>
2026-09-15 16:29:13 -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
e6eb0d120c [Model][DSv4.1] Store the whole KV in MXFP8 (FlashMLA V4.1 record) (#56893)
Signed-off-by: Yongye Zhu <yongye@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-14 20:12:55 -07:00
fa008bdccf [Perf][Kernel] Integrate DeepSelect TopK for the DSA sparse indexer (#56464)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-09-13 00:44:37 -07:00
Srijan KeshriandShengqi Chen 6b153463a8 [Build] Define _USE_MATH_DEFINES for FlashMLA targets (#54007)
Signed-off-by: arcusbuilds <srijankeshri007@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-09-12 02:45:32 -07:00
Jiangyun ZhuandCodex ec6b0494fe [CI] Bump CUTLASS DSL to 4.7 (#54927)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Codex <codex@openai.com>
2026-09-11 20:11:29 -07:00
Wei Zhao 9d88ceb026 [KDA] Update flashKDA to support bf16 checkpoint state (#56485)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
2026-09-11 23:53:24 +00:00
Li, Jiang c3ccc0e957 [Model] Add DeepSeek-V4 CPU backend (#55355)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-09-10 14:14:48 +08:00
zhao, zhenhui 1c344ed41e [CPU] [Feat] Add native AMX-FP8 attention impl for Diamond Rapids (#49410)
Signed-off-by: zhejiangxiaomai <zhenhui.zhao@intel.com>
2026-09-06 11:06:56 +08:00
GroupieSteven 4ee2595512 [Attention] Sync FA with upstream (#54819)
Signed-off-by: Chuyue Wang <stevenwang0805@outlook.com>
2026-09-04 23:48:32 -04:00
Thien Tran f4e6136146 [Kimi-K3] Bump FlashKDA to fix unstable inverse (#54859)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2026-09-02 00:16:29 -07:00
sychen52 7c5dc571cb [Attention][DSA] Enable W4A16 DSA (#51724)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
2026-09-01 12:37:47 +08:00
Matthew BonanniandOpenAI Codex de9250ac9e [Attention] Enable masked MHA for GLM-5 head dimensions (#53785)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-08-27 21:17:12 +00:00
Matthew BonanniandOpenAI Codex 75dea9b4ae [Bugfix] Update FlashMLA for sparse decode workspace fix (#53755)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-27 13:37:29 +00:00
simon-veitner-redhat 7156c63bef [SM100] Hdim 256 optimized (#52980)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
2026-08-25 20:28:40 -07:00
9eb9d9d395 [Perf] Support internal prefill checkpoints for Mamba prefix caching, 9%~25% TTFT improvement (#52789)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Ziming Huang <zelda.huanghuang@gmail.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-22 10:32:40 -07:00
Roger Wang 755492e37d Revert "[Kernel] Gemma-4 FA4 FP8 Kernel" (#52987) 2026-08-19 10:48:46 -07:00
Li, Jiang e4d61d0d22 [CPU] Add AMX-only high-performance MLA backend for DeepSeek V2/V3/R1 (#52616)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-08-19 10:28:52 +08:00
kiroxu a18c9b56ff [Kimi-K3][Perf] Update FlashKDA for automatic K2 V-split (#52458) 2026-08-16 18:04:38 -07:00
Shane Widanagama d4801990a4 [CI/Build] Add warning for unsupported global PTX architecture requests in... (#51901) 2026-08-15 07:01:52 -07:00
827a2af806 [Kernel] Gemma-4 FA4 FP8 Kernel (#48666)
Signed-off-by: Qixiang Lin <qixiangl@nvidia.com>
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Qixiang Lin <qixiangl@nvidia.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
2026-08-13 17:42:00 -07:00
Yongye ZhuandKimi Code 025d56a11e [Build] Update DeepGEMM pin to deepseek-ai nv_dev tip (#52035)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
2026-08-12 13:49:04 -07:00
Rehan KhanandLi, Jiang <jiang1.li@intel.com> b22afe45ac [CPU] Enable GPTQ and AWQ quantization for s390x (#51148)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-08-10 11:41:43 +08:00
Jane (Yuan) XuandShengqi Chen f8d03e7741 [Bugfix][Build] Patch stable string memleak fix from 2.14 for 2.13 (#51185)
Signed-off-by: Jane Xu <janeyx@meta.com>
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-08-08 21:12:39 -07:00
Chris LeonardandShengqi Chen 41e7746b82 Update vllm to point to flash-attention commit that builds FA3 with torch stable API. (Retry) (#49599)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-08-06 08:37:46 -07:00
Kevin H. Luu a1657a0235 [Bugfix][Build] Fix DeepGEMM CUDA 12.9 FP8 header visibility (#51003)
Signed-off-by: khluu <khluu000@gmail.com>
2026-08-04 03:06:04 -07:00
Thien TranandShengqi Chen 11f88260a2 [Kimi-K3] Migrate FlashKDA to PyTorch stable ABI (#50818)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-08-03 17:18:08 -07:00
Li, Jiang c8602c7906 [CPU] Refine CPU kernel dispatch (#50801)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-08-03 17:42:53 +08:00
0a6446005d [CPU] Migrate unquantized MoE to the modular-kernel experts structure (#50133)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Fadi Arafeh <fadi.arafeh@arm.com>
2026-08-03 14:55:04 +08:00
Jason Li 0055b8bfa3 [Attention][MiniMax-M3] Add MSA speculative decode verification (#50032) 2026-08-02 13:46:55 -07:00
Jane (Yuan) Xu eb6453d95b [Build] Update pin to build ABI stable FA2 (#50474) 2026-07-31 20:09:36 -07:00
Matthew BonanniandOpenAI Codex 82ae4164ee [2/N][Attention] Enable masked MHA for sparse MLA prefills (#48770)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-31 06:01:24 -07:00
Rehan KhanandLi, Jiang <jiang1.li@intel.com> 88bc8fb56f [CPU][s390x] Optimize inference perf and add oneDNN INT8 GEMM for s390x (#50219)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-07-31 17:49:31 +08:00
Ryan RockAndreas Karatzasdepthfirst-app[bot] <184448029+depthfirst-app[bot]@users.noreply.github.com>root
6724051c57 [CI/Build][AMD] Install triton_kernels via CMake (#50328)
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: depthfirst-app[bot] <184448029+depthfirst-app[bot]@users.noreply.github.com>
Co-authored-by: root <root@smci355-ccs-aus-m11-05.cs-aus.dcgpu>
2026-07-30 22:05:19 -05:00
+13 aeeb36b1f1 [New model] Kimi K3 (#50000)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
2026-07-30 03:49:58 -07:00
+12 7c6729b769 [Model] Add Kimi K3 support: model files and kernels [1/N] (#50089)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
2026-07-29 14:10:58 +08:00
Ayushman Singh 74587939b1 [Build] Fix CUDA arch detection producing kernel-less builds on SM121 (#49904) 2026-07-27 22:01:56 -07:00
Fadi ArafehandLi, Jiang <jiang1.li@intel.com> c314af1abf [CPU][Perf] INT8 Fused MoE Kernel for Arm CPUs (#48637)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-07-27 05:53:09 +00:00
Tyler Michael SmithandOpenAI Codex 8c13ee5735 Add sm_107 for Rubin (#49387)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-24 11:59:49 -07:00
Andrey Talman c79ff5f918 [Build] Bump vllm-flash-attn to C++20-compatible commit for torch-nightly (#49326)
Signed-off-by: Andrey Talman <atalman@fb.com>
2026-07-22 13:51:59 +00:00
rongfu.lengandYongye Zhu 96a739289e [Bugfix] fix cutalss version upgrade bug, need update MSG new commit (#49016)
Signed-off-by: lengrongfu <lenronfu@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
2026-07-21 13:42:14 -07:00
Chris Leonard 97a98006b0 Update qutlass cmake for stable abi (#47879)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
2026-07-20 18:31:10 -07:00
Matthew Bonanniandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> bd091079cb [Attention] FlashAttention 4 SM100 FP8 kv cache support (#42569)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-20 10:53:27 -07:00
5c9f6557d7 [Hardware][CPU] Enable granite-4 model on cpu (#47641)
Signed-off-by: Akash Kaothalkar <akashkaothalkar@akashs-mbp.bl1-in.ibm.com>
Signed-off-by: Akash Kaothalkar <akashkaothalkar@dhcp-9-123-5-76.bl1-in.ibm.com>
Signed-off-by: Akash Kaothalkar <akashkaothalkar@Akashs-MBP.lan>
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akashkaothalkar@dhcp-9-123-5-76.bl1-in.ibm.com>
Co-authored-by: Akash Kaothalkar <akashkaothalkar@Akashs-MBP.lan>
Co-authored-by: Akash Kaothalkar <akashkaothalkar@akashs-mbp.bl1-in.ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-07-20 06:15:16 +00:00
Michael Goin c7ce03bcbd [Bugfix] Bump tml-fa4 for cutlass-dsl 4.6 API compatibility (#48988)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-07-18 05:59:33 -07:00
Artem PerevedentsevandMatthew Bonanni 7cd1d57b74 [CI/Build][Docker] Bump nvidia-cutlass-dsl to 4.6.0 and drop packaging workarounds (#47442)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-16 13:51:41 +00:00