257 Commits
Author SHA1 Message Date
André Lustosamergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Shengqi Chen
072c0886d5 [Build] Keep plain CUDA arch when its suffixed variant is also requested (#56549)
Signed-off-by: Andre Lustosa <alustosa@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-10-18 20:13:17 +08:00
9eb7fb9157 [Build] Remove unused tools/install_deepgemm.sh (#61265)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-16 15:57:49 -04:00
Jee Jee Li bee95149e2 Update DeepGEMM commit (#61744)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-10-15 17:54:40 -07:00
f8460ef236 [Kernel][DSv4.1] Bump FlashMLA to the 2026.09.30 release and its interleaved V4.1 KV cache (#61371)
Signed-off-by: juntianl <juntianl@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
2026-10-15 13:58:25 -07:00
Micah Williamson a4d553a46a Revert "[Build] Update deep_gemm git tag for locality_domain update" (#61703) 2026-10-14 14:57:44 -07:00
Chris LeonardandShengqi Chen ded7ae35e5 [Build] Update deep_gemm git tag for locality_domain update (#61491)
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>
2026-10-14 15:41:16 -04:00
Nick HillandClaude Opus 5.5 78b32b3fdc Revert "[Build] DeepGEMM migration to torch Stable ABI (#59482)" (#61510)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-13 15:33:50 -07:00
Chris LeonardandShengqi Chen f5fefbffe5 [Build] DeepGEMM migration to torch Stable ABI (#59482)
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>
2026-10-13 08:01:44 -07:00
31e90ac370 [Attention] Enable FA4 sparse MQA decode on Blackwell (#55866)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-10-13 09:31:37 -04:00
Yongye ZhuandClaude Opus 5.5 a6009ea85b [Kernel][Build] Bump DeepGEMM to the 26/09/30 release and adapt the sparse indexer (#61149)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-12 23:24:43 -07:00
Misha GoinandClaude d79b52b182 [Misc] Consolidate csrc shared headers and prune dead code (#60721)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-12 09:46:22 -07:00
Yongye ZhuandClaude Opus 5.5 2eb491e18b [Perf][MiniMax-M3] MSA prefill attends with the E4M3 query; bump fmha_sm100 to 968061a (#60684)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-11 13:40:45 +08:00
Chris LeonardandShengqi Chen cc73cca9c8 [Build] Migrate vendored DeepGEMM from pybind to TORCH_LIBRARY (abi3) (#48962)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-10-06 08:39:04 -07:00
Yongye ZhuandClaude Opus 5.5 7566d83bd3 [Attention][MiniMax-M3] NVFP4 KV cache on the MSA sparse attention path (#59300)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-01 14:39:55 -07:00
almayneandLi, Jiang <jiang1.li@intel.com> 93dd80f636 [CPU] Conv1d optimised kernel for aarch64 (#54093)
Signed-off-by: Anna Mayne <anna.mayne@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-09-30 20:23:42 +08:00
Rukhaiya2004andLi, Jiang <jiang1.li@intel.com> 72e7874fa6 [Hardware][Power] Enable W4A16 (AWQ & GPTQ) quantization on POWER10 using VSX (#59149)
Signed-off-by: Rukhaiya <bibirukhaiya123@gmail.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-09-30 19:44:48 +08:00
Rehan KhanandLi, Jiang <jiang1.li@intel.com> 583637f126 [CPU][Perf] Add vectorized Sampler Kernel (#53913)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-09-30 15:16:28 +08:00
4be061c5af [Kernel] Bump FlashKDA to keep the recurrent state in fp32 (#58846)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-09-26 22:20:44 +00:00
e440b75bb6 [ROCm] Bump torch 2.13, triton 3.8, torchaudio, torchvision (#50605)
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: jpvillam <juan.villamizar@amd.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: jpvillam <juan.villamizar@amd.com>
2026-09-25 14:55:52 -05:00
Ganesh RCursorLi, Jiang <jiang1.li@intel.com>
f34a0e0797 [CPU] Gate the AVX10.2 paths on compiler support (#58133)
Signed-off-by: R <Ganesh.R@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-09-24 18:07:53 +08:00
Wentao Ye 355d789f0d [Compilation] Fix QuTLASS compilation with PyTorch 2.13 (#58173)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-09-22 20:43:28 -07:00
91d7324cb1 [perf] wire FA and FlashMLA for sm90 GLM5Next NoPE SparseMLA (#55385)
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: Leoyzen <leoyzen@gmail.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-09-22 02:03:59 -07:00
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