Commit Graph
200 Commits
Author SHA1 Message Date
Li, JiangandClaude 072a472782 [CPU] Bump up CPU kernels to latest version (#50387)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-07-30 19:18:43 +08:00
+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
Andreas Karatzas 30fbd05537 [ROCm] Use backend-default dot precision for ReplaySSM (#49909)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-27 18:11:06 +08:00
Tianmu LiCodexLi, Jiang <jiang1.li@intel.com>
544cb724c8 [CPU][Spec Decode] Optimize GDN conv path for speculative decoding (#48577)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-07-27 06:20:14 +00:00
Johnny-LiouClaude Opus 4.8mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>tomeras91Cyrus Leung
866fea2b99 [Kernel] ReplaySSM: cache SSM inputs for faster Mamba2 standard decode (#48018)
Signed-off-by: Johnny-Liou <a897111@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-07-24 09:39:49 -07:00
6700813f86 [3/N][KV-Cache Layout Refactor] Standardize Mamba cache; drop get_transfer_cache_regions (#44456)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-21 09:16:15 +00:00
Alex YuanandClaude Opus 4.8 8def3cdde2 [Bugfix] Propagate quant_config to LFM2 ShortConv projections (#48917)
Signed-off-by: Alex Yuan <alex.yuan@liquid.ai>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-21 06:51:55 +00:00
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
Thien Tran fe784ff22e [M3] Improve indexer for long-context decode (sm100) (#48582)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2026-07-16 18:12:15 -07:00
Wentao Ye 626c90b2d5 [Refactor] Move fla to third party (#48500)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-16 19:22:36 +01:00
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
Giuseppe Grossi d119beb1b9 [ROCm] Add tuned selective_state_update config for AMD MI350 (#48159)
Signed-off-by: Giuseppe Grossi <ggrossi@amd.com>
2026-07-15 10:18:09 +03:00
vanshbhatia-amdandvanshbhatia-amd 7ffb98e248 [ROCm] Retune MI355 selective_state_update float32 config on the unified effective_batch grid (#48373)
Signed-off-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
Co-authored-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
2026-07-14 18:26:35 +00:00
vanshbhatia-amdandvanshbhatia-amd 31be872f55 [ROCm] Retune MI355 selective_state_update float16 config on the unified effective_batch grid (#48372)
Signed-off-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
Co-authored-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
2026-07-14 05:16:29 +00:00
guybdCursorLi, Jiang <jiang1.li@intel.com>
05fa8183a6 [CPU][Spec Decode] Support DFlash speculative decoding for GDN models on CPU (#46090)
Signed-off-by: guybd <guy.boudoukh@intel.com>
Signed-off-by: Guy Boudoukh <guy.boudoukh@intel.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-07-13 04:16:18 +00:00
Canlin Guoandyewentao256 a02984ed47 [Perf][Qwen] Replace MOE all-reduce with reduce-scatter (#47006)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
2026-07-12 06:14:49 +00:00
Jiangyun Zhu 300e33797f [Perf] fuse more rmsnorm and all-reduce in qwen3.5 (#46998)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-07-10 15:37:51 +08:00
Yan XuandJingyi Yang 95ed0feaa5 DCP supports hybrid attention (#40996)
Signed-off-by: YanXu <yancey.yx@alibaba-inc.com>
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
Co-authored-by: Jingyi Yang <girasoleyang@gmail.com>
2026-07-09 21:34:45 -07:00
rasmith 934eeaecfb [CI/Build][BugFix][The Rock] Fix get_ssm_device_name to return sanitized, usable filename (#47781)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2026-07-08 12:12:54 +00:00
vanshbhatia-amdandvanshbhatia-amd db39d60010 Add tuned selective_state_update float32 config for AMD Instinct MI355 (#47943)
Signed-off-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
Co-authored-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
2026-07-08 11:41:26 +00:00
vanshbhatia-amdandvanshbhatia-amd eeaf23107f [ROCm] Add tuned selective_state_update float32 config for AMD Instinct MI300X (#47947)
Signed-off-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
Co-authored-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
2026-07-08 11:09:02 +00:00
vanshbhatia-amdandvanshbhatia-amd 1f4ad059d1 [ROCm] Add tuned selective_state_update float16 config for AMD Instinct MI300X (#47945)
Signed-off-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
Co-authored-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
2026-07-08 11:03:58 +00:00
vanshbhatia-amdandvanshbhatia-amd c8c2f838e7 Add tuned selective_state_update config for AMD Instinct MI355 (#47767)
Signed-off-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
Co-authored-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
2026-07-07 22:19:08 +00:00
Rahul Vishwakarma 9dd2465896 feat(cpu): add CPU support for Mamba ShortConv (#35059)
Signed-off-by: Rahul Vishwakarma <Rahul.Vishwakarma2@ibm.com>
2026-07-07 10:47:08 +08:00
alex101-opsandzc02384840 f2aaf59151 [Feature] Support MTP speculative decoding for Bailing hybrid models (#44880)
Signed-off-by: zc02384840 <zc02384840@antgroup.com>
Co-authored-by: zc02384840 <zc02384840@antgroup.com>
2026-07-06 10:38:50 +08:00
Thien Tran 43916891b2 [GDN] Improve kkt kernel of CuteDSL prefill backend (#46346)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2026-06-29 18:34:18 -07:00
AlexHuangClaudeKunshang Jimergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
8d4f54966c fix(quantization): Fix AWQ dequantize on Intel XPU and refactor AutoAWQ config (#42727)
Signed-off-by: Alex <alex.tech.lab@outlook.com>
Signed-off-by: AlexHuang <jihuihuang@tencent.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-18 20:12:28 +08:00
sungsoo haandThomas Parnell 4bf699d310 [Kernel] Support DS Mamba tail copy for MTP align mode (#45473)
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Co-authored-by: Thomas Parnell <tom.parnell@gmail.com>
2026-06-16 22:50:30 +00:00
Vadim Gimpelsonandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> fa27d4e9cf [PERF] [Qwen3.5] Split mixed prefill+decode batches: route decodes to the recurrent kernel (#44700)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-06 22:13:50 +08:00
Jiangyun Zhu a55fccfc7c [mamba] unify KDA conv states into one cache to match 2-state SSM layout (#44539) 2026-06-04 20:38:05 +02:00
wangxiyuanandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 90619351e3 [Attention] Mamba attention module refactor - LINEAR (#43556)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-04 18:45:29 +08:00
9af53a3c13 [Perf] Add tuned selective_state_update configs for H200 and RTX PRO … (#44251)
Signed-off-by: Majid Taheri Andani <tahemaji@amazon.com>
Co-authored-by: Majid Taheri Andani <tahemaji@amazon.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
2026-06-02 23:59:01 -07:00
IdoAtadTD c91a87f01a [BugFix] [GDN] Read linear_key_head_dim from hf_text_config for multimodal models (#43978)
Signed-off-by: IdoAtadTD <ido.atad@twodelta.com>
2026-06-02 17:17:55 +03:00
Marceli FylcekandKunshang Ji f69ede495b [XPU][Mamba] Triton-based selective scan forward op for XPU (#43421)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-06-02 03:50:26 -07:00
Fadi ArafehandLi, Jiang <jiang1.li@intel.com> 0b25cf4419 [CPU][Perf] Enable fused kernels for GDN's gated delta rules (#43534)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-06-02 08:00:48 +00:00
MajidandMajid Taheri Andani c08ebebf30 [Perf] Add do_not_specialize to Mamba SSD chunk kernels (#43803)
Signed-off-by: Majid Taheri Andani <tahemaji@amazon.com>
Co-authored-by: Majid Taheri Andani <tahemaji@amazon.com>
2026-05-28 15:40:02 +00:00
zexplorerhjandhaojiangzheng f3b2a819f7 [Perf][KDA] Fuse gate softplus, chunk-local cumsum, and RCP_LN2 scaling (#43667)
Signed-off-by: haojiangzheng <justineric096@gmail.com>
Co-authored-by: haojiangzheng <justineric096@gmail.com>
2026-05-28 13:47:08 +00:00
Jee Jee Li 6e503868ca [Kernel] Porting fuse_minimax_qk_norm to manual fusion (#43410)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-05-26 13:16:03 -07:00
Thien Tran d56612c621 [GDN] GDN Prefill kernel for SM100 (#43273)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2026-05-26 14:02:11 +08:00
daniserebandBanani 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
Artem Perevedentsev 23f7b11bf4 [Bugfix] Detect wrong libcute_dsl_runtime.so variant in FlashInfer GDN (#43427)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-05-22 19:33:33 +00:00
wangxiyuan 7e1b45a092 [Attention] Mamba attention module refactor (#41126)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2026-05-22 17:13:12 +08:00
Wentao Ye b29cbf0652 [Perf] zeros -> empty to remove additional fill (#42988)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-05-21 16:00:29 -04:00
e45df8c3f7 [Bugfix] Fix Qwen3.5 GatedDeltaNet in_proj_ba Marlin failure at TP>=2 (#36329)
Signed-off-by: Adi McM Sonus Flow <biuro@sonusflow.pl>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 21:22:01 -07:00
Artem Perevedentsev 1cb224430b [GDN] Enable FI Blackwell GDN prefill kernel (#40717)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-05-20 01:46:55 -07:00
Tuukka Sarvi 8fc1c284b9 [ROCm] Guard AITER GDN decode fast path by layout (#42880)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
2026-05-18 11:56:22 -07:00
roikoren755 737bfa3a43 [Bugfix][Hybrid][NemotronH] Fix mamba_cache_mode=all + speculative decoding crash (#41233)
Signed-off-by: Roi Koren <roik@nvidia.com>
2026-05-18 14:54:00 +03:00
Li, Jiang b4601ad43f [CPU] Add fused GDN support for AMX CPU platform (#42707)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-05-18 03:04:36 -07:00
Rishapveer Singh 5ab6d1b3fd [Model] [Perf] Use flatten for Qwen3.5's GDN output projection (#42311)
Signed-off-by: Rishapveer Singh <singhrishapveer@gmail.com>
2026-05-18 16:14:36 +08:00