|
382970ee6c
|
[Kimi-K3][AMD] Return KDA and MLA projection outputs directly (#50592)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
Co-authored-by: Liuyinfeng01 <199041580+LiuYinfeng01@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-09-21 15:44:41 -05:00 |
|
|
Chaunceyandzjy0516
|
3df4ae153e
|
[Core][KDA] Generalize Mamba prefill checkpoint builder and exporter (#57783)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-09-21 04:46:11 +00:00 |
|
|
Yan Ma
|
d05da62e9c
|
[XPU] fix incorrect gdn kernel log for XPU path (#54871)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2026-09-20 14:00:31 +08:00 |
|
|
|
fbe8a157fb
|
[ROCm][Perf] Enable the AITER GDN decode fast path for flat qkvz layouts (#53623)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-09-19 06:05:04 -07:00 |
|
|
Taneem Ibrahim
|
2b8a5495a8
|
[Mypy] Fix mypy typing for N/O models (#54142)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
|
2026-09-18 12:50:01 +01:00 |
|
|
Zoe923
|
6a7de3ba3a
|
[Bugfix][GDN] Fix CuteDSL BF16 KKT inversion divergence (#53864)
Signed-off-by: Zoe923 <871844693@qq.com>
|
2026-09-17 08:49:56 -07:00 |
|
|
Harry MellorandClaude Opus 5
|
651a88c09a
|
[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
|
2026-09-16 10:57:24 -07:00 |
|
|
Harry MellorandClaude Opus 5
|
8c1557a79c
|
Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
|
2026-09-16 16:44:29 +00:00 |
|
|
|
975dca5bb5
|
[Perf][GDN] Scatter mixed speculative outputs into the caller buffer (#57140)
Signed-off-by: Arpan Tripathi <tripathiarpan20@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Xavier Lyu <9938360+xavierlyu@users.noreply.github.com>
Co-authored-by: Bohdan Podziubanchuk <114604629+Danbog32@users.noreply.github.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Codex <noreply@openai.com>
|
2026-09-16 13:03:57 +00:00 |
|
|
Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
18f8aa0465
|
[Refactor] Remove dead kernel code (#56845)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-09-15 13:17:53 -07:00 |
|
|
|
aed894c190
|
[6/N][warmup][DSv4] Migrate sampling, and DFlash JIT kernels (#56323)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-09-12 17:24:24 -07:00 |
|
|
Marceli FylcekandClaude Opus 5
|
5b6cf93e8e
|
[XPU] Add forward_xpu to Mixer2RMSNormGated and FusedRMSNormGated (#54968)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
|
2026-09-11 07:58:28 +08:00 |
|
|
Stefano Castagnetta
|
f6326f53bd
|
[Perf][GDN] Enable the FlashInfer GDN prefill kernel on SM12x (#55715)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
|
2026-09-08 12:26:03 +00:00 |
|
|
Wei Zhao
|
a69402aaa8
|
[Perf] Integrate FlashInfer KDA kernels (#55364)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
|
2026-09-07 20:29:30 -07:00 |
|
|
Thien Tran
|
d9105ea800
|
[Qwen3.8-Flash-Next] Remove torch.compile for NVIDIA implementation (#55272)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
|
2026-09-06 21:57:56 -07:00 |
|
|
Jee Jee Li
|
199cb9b964
|
[Kernel] Remove unused fake implementation (#55535)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-09-06 17:54:32 -07:00 |
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|