Commit Graph
297 Commits
Author SHA1 Message Date
Shengqi Chen 605c3ddcba [BUILD] Bump cutlass to v4.7.1 (#54190)
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
2026-09-02 10:17:41 -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
Jee Jee Li e2c8eeac40 [kernel] Fused embedding kernel (#53677)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-08-31 11:34:14 +00:00
Jee Jee Li 8e92248f79 [Kernel] Retire the DSv3 router GEMM CUDA kernel (#54040)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-08-31 07:15:31 +00:00
Kevin H. LuuandAndreas Karatzas 592e06f2ae Revert "[ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill" (#53294)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-08-21 13:34:13 -07:00
463aa5e30f [ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill (#52606)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-08-21 09:07:13 -07:00
Matvei PashkovskiiandClaude ad5e71b276 [ROCm][Perf] Enable fused KDA decode on gfx942 (MI325X) (#52293)
Signed-off-by: Matvei Pashkovskii <mpashkov@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-08-18 18:01:00 +00:00
Shane Widanagama d4801990a4 [CI/Build] Add warning for unsupported global PTX architecture requests in... (#51901) 2026-08-15 07:01:52 -07:00
1be3628367 [Kernel][Perf] Add fused CUDA post-conv MTP decode kernel for Qwen3.5 GDN (#51674)
Signed-off-by: Jie Fang <jief@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-14 11:44:45 +08:00
7f9173dfa2 [ROCm][Perf] Kimi-K3 Fused kernel for KDA decode (#50654)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-08-11 20:39:34 -07:00
63ac04a61e [Kimi-K3] DCP support (#50484)
Signed-off-by: girasoley <girasoley@inferact.ai>
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: foraxe <73625538+foraxe@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-08-10 12:54:26 -07:00
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
+1 4f1da84eb5 Enable gfx1250 ROCm architecture (#46516)
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Signed-off-by: jpvillam <juan.villamizar@amd.com>
Signed-off-by: Daniel <danichan@amd.com>
Signed-off-by: Jaden Mathias <jaden.mathias@amd.com>
Signed-off-by: jpvillam <jpvillam@amd.com>
Signed-off-by: Juan Villamizar <100237675+jpvillam-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Jaden Mathias <Jaden.Mathias@amd.com>
Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Daniel <danichan@amd.com>
Co-authored-by: Jaden Mathias <jaden.mathias@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
Co-authored-by: root <root@ctheliosr-1b114-f01-2.mnb.dcgpu>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: dllehr <douglehr@amd.com>
Co-authored-by: Daniel Chan <Daniel.Chan@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-31 01:41:12 +00:00
+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
Thien Tran 61ac368021 [Kimi-K3] Add AttnRes kernels (#50090)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2026-07-28 00:22:09 -07:00
Ayushman Singh 74587939b1 [Build] Fix CUDA arch detection producing kernel-less builds on SM121 (#49904) 2026-07-27 22:01:56 -07:00
Woosuk Kwon 213f681f81 Revert "[Perf][GLM-5.2] Blackwell decode optimizations" (#49768) 2026-07-24 16:04:59 -07:00
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
dd72658e7d [Perf][GLM-5.2] Blackwell decode optimizations (#48597)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Signed-off-by: zhou <zhou@zhoudeMacBook-Pro.local>
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zhou <zhou@zhoudeMacBook-Pro.local>
Co-authored-by: stefankoncarevic <Stefan.Koncarevic@amd.com>
2026-07-23 21:36:27 -07:00
75ccdf3145 [Core] Update PyTorch to 2.13.0, torchvision to 0.28.0, triton to 3.7.1 (#48155)
Signed-off-by: Andrey Talman <atalman@users.noreply.github.com>
Co-authored-by: Andrey Talman <atalman@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-07-23 11:09:36 -07:00
6570c9800c [Model] Add Inkling model support [1/N] (#48799)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-15 23:40:07 -07:00
Matthias GehreandAndreas Karatzas 382bbd5144 [ROCm][Kernel] Add HybridW4A16LinearKernel: Triton prefill + HIP skinny decode (#40977)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-13 20:22:00 -07:00
Michael Goin 08dfd68610 [Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-07-10 07:17:50 -07:00
f36284a8d2 [CI] Add TORCH_NIGHTLY=1 build mode (run full suite on torch nightly) (#47180)
Co-authored-by: Andrey Talman <atalman@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-07-10 01:38:35 -07:00
Wentao Ye b1c6dba558 [Refactor] Remove multiple dead code (#47329)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-06 07:54:08 -07:00
Michael Goin d715b3aa1e Delete PagedAttention (#47361)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-07-02 12:31:26 -07:00
TJian de2a8fc042 [ROCm] [PyTorch] Move to stable abi since ROCm upgraded to torch 2.11 (#47128)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-07-02 18:34:07 +08:00
Varun Sundar RabindranathandVarun Sundar Rabindranath c8fb2963bd [FS-Offloading] Batch Lookup in C (#46713)
Signed-off-by: <>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
2026-06-29 09:28:32 -07:00
Dāvis 1a92dfcce4 [Build] Show error message when using ROCm with LTO and different compilers (#35232) 2026-06-26 19:43:00 -07:00
Cyrus Leung 24d5186138 [Bugfix] Re-enable FP8 MoE on NVIDIA Thor (#46339)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-06-24 07:35:46 -07:00
Roberto L. Castro 855cd4d787 [Perf][DSv4/DSv3.2] Add cluster-cooperative topK kernel for low-latency scenarios (#43008)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
2026-06-23 16:11:00 -07:00
Chris Leonard b9a7cd464c [12/n] final _C library kernel migration (#45415) 2026-06-19 06:57:26 -07:00
Wentao YeandShengqi Chen b4c80ec0fd [Refactor] Remove dead cutlass mxfp8 code (#44681)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-17 21:18:25 -07:00
0a1c5034f5 [Model] Add MiniMax M3 support (#45381)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-06-16 01:01:25 +08:00
78e7293bb1 [Build] Fix CUDA arch build coverage gaps (#45277)
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Xin Li <xinli-sw@users.noreply.github.com>
Co-authored-by: ShawRong <ShawRong@users.noreply.github.com>
Co-authored-by: Change72 <Change72@users.noreply.github.com>
2026-06-13 22:09:20 -07:00
Isotr0py 6635279d8a [Migration] Migrate GGUF quantization support to plugin (#39612)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-06-12 12:02:21 -07:00
Chris LeonardandShengqi Chen a014dddbaa [11b/n] Migrate Machete kernels to torch stable ABI (#45304)
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>
2026-06-12 10:36:49 +00:00
Chris Leonard 7021be66e8 [11a/n] Migrate Marlin kernels to torch stable ABI (#45176)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
2026-06-11 21:22:37 -07:00
Richard BarnesandShengqi Chen 05d9848267 [Build] Upgrade CUDA Dockerfiles from GCC 10 to GCC 12 for C++20 compatibility (#44923)
Signed-off-by: Richard Barnes <rbarnes@meta.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-11 12:26:52 +00:00
jasen ef67071b21 [Build] Skip spinloop extension on Python < 3.11 (#44783)
Signed-off-by: Jasen2201 <yajizhan@amd.com>
2026-06-11 11:23:21 +00:00
Chris LeonardandShengqi Chen 6e64c1bab1 [10c/n] Migrate MoE kernels to torch stable ABI (#44565)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-10 23:02:26 -07:00
Charlie Fu 228bcc436b [ROCm][Kernel] Enable permute_cols for ROCm (#44674)
Signed-off-by: charlifu <charlifu@amd.com>
2026-06-07 09:50:03 +00:00
JartXandTJian 062b05ff3a [ROCm][Perf] Fused MoE W4A16 HIP kernel for AMD RDNA3 (gfx1100) (#44075)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-06-06 15:30:39 -05:00
TJian aa6fb8a329 [Bugfix] [ROCm] [Critical] fallback to regular abi for ROCm (#44648)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-06-05 15:51:17 +00:00
Chris Leonard 56aff0dd15 [10/n] Migrate cuda_view and silu_and_mul_per_block_quant kernels to torch stale ABI. (#44334) 2026-06-04 20:14:43 -07:00
Chris LeonardandShengqi Chen 59d0236193 [10b/n] Migrate custom all-reduce, DeepSeek V4 fused MLA, MiniMax reduce-RMS, and MXFP8 MoE to libtorch stable ABI (#44365)
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>
2026-06-04 00:29:46 +08:00
pschlan-amdandShengqi Chen 0a5cbf633e Handle spinloop ext load failure gracefully (#43659)
Signed-off-by: Patrick Schlangen <pschlan@amd.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-03 16:09:52 +00:00
Charlie Fu 71df063c49 Enable perf_token_group_quant/_C_stable_libtorch for ROCm (#42758)
Signed-off-by: charlifu <charlifu@amd.com>
2026-06-02 23:23:28 -07:00
nemanjaudovicandShengqi Chen c0056b19bf [ROCm] cmake: support PYTORCH_FOUND_HIP for torch 2.13 native HIP language support (#43881)
Signed-off-by: nemanjaudovic <nudovic@amd.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-05-29 22:16:57 -07:00
Jee Jee LiandYiliu 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