Commit Graph
222 Commits
Author SHA1 Message Date
Jiangyun Zhu 98ed0856f3 [Model] add GLM-5.3-Flash support (#53906) 2026-09-03 09:40:35 -07:00
Andrii SkliarandAndrii Skliar adebc41b7e [Mamba] Add FlashInfer ReplaySSM backend (#52506)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Andrii Skliar <andreyws96@gmail.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
2026-09-01 10:26:43 -04:00
Li, Jiang fdbf2ddbd2 [Bugfix][CPU] Fix several bugs (#54042)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-08-31 15:33:06 +08:00
+5 e126687a9a [Model] Support Qwen3.8-Flash-Next (#53896)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-31 05:57:56 +00:00
7ab2923489 [Flashinfer] Upgrade Flashinfer version to 0.6.18 (#54313)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-08-30 16:01:05 -07:00
a4d70bef37 [Model Runner V2] Reserve CUDA graph memory (#53306)
Signed-off-by: Anh Tran <anh.tran.3889@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Anh Tran <anh.tran.3889@gmail.com>
Co-authored-by: anhtra3889 <anhtra@nvidia.com>
2026-08-23 23:11:19 -07:00
JensTonoken3mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
da329cc303 [Bugfix] Fix speculative decoding for short_conv (LFM2) models (#50272)
Signed-off-by: jens.luecke <jens.luecke@liquid.ai>
Co-authored-by: Tonoken3 <sakamakismile@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-22 13:34:22 +00:00
Dinesh Chitlangia 525b7bbb3a [Bugfix][CPU] Enable C++ causal_conv1d GDN path and float32 SSM cache on non-AMX AVX-512BF16 CPUs (#49688)
Signed-off-by: Dinesh Chitlangia <dineshchitlangia@gmail.com>
2026-08-19 10:50:59 -05:00
kiroxu cdb8545a91 [Kernel][Perf] Support Qwen head ratios in fused GDN MTP (#52539)
Signed-off-by: kiroxu <148877251+BabyDrangoner@users.noreply.github.com>
2026-08-17 18:17:40 -07:00
Jiangyun ZhuOpenAI CodexBenjamin Chislettmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
70afdedc10 [K3] support recoverssm for K3 (#51855)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-17 19:34:14 +08:00
pmanczak cc7cf71fc8 [XPU] Enable Kimi K3 KDA kernel tests on XPU (#51809)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
2026-08-17 17:21:34 +08:00
Nick HillandClaude Opus 4.8 615d4cfade [Core] Check for GPU<->CPU syncs during CI (#43107)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-08-14 17:42:05 -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
pmanczak c4e969294e [XPU] Add tuned Mamba SSU configs for Intel Arc Pro B70 (#50534)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
2026-08-13 12:36:55 +00:00
kliuae f96261637c [ROCm][Perf] Kimi-K3 Remove prefill pipeline stall in chunk KDA (#51862)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
2026-08-13 09:11:45 +00:00
Jiangyun ZhuandOpenAI Codex 5af7c8dad7 [Bugfix] Align Qwen GDN gates with speculative tokens (#51812)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-11 23:35:30 +08:00
wangxiyuan 4eccf906ca [Attention] Mamba attention module refactor - Final part (#44857) 2026-08-07 11:27:10 -07:00
vanshbhatia-amd e229fdbc87 [ROCm] Add tuned selective_state_update float32 config for AMD Instinct MI325X (#50007)
Signed-off-by: vanshbhatia-amd <vansh.bhatia@amd.com>
2026-08-07 12:58:36 -04:00
Wentao Ye adc3e03517 [Mypy Fix] Mypy fix for "vllm/model_executor/models/[aA][bB]" (#48977)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-08-06 19:30:15 +00:00
amitz-nvandOpenAI Codex 52c0e3cb08 [Kernel] Add support for Flashinfer Mamba SSU algorithm selection (#50157)
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-04 09:40:23 -07:00
skysnow2001andDouglas Lehr f43e1d26e3 [ROCm] Enable AITER and FP8 inference on GFX120x (#43615)
Signed-off-by: skysnow2001 <skysnow9285@gmail.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
2026-08-03 16:45:37 -05:00
vanshbhatia-amd 4689c7dd61 [ROCm] Add tuned selective_state_update float16 config for AMD Instinct MI325X (#50006)
Signed-off-by: vanshbhatia-amd <vansh.bhatia@amd.com>
2026-07-31 02:43:53 +00:00
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>
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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