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4356 Commits

Author SHA1 Message Date
leo-cf-tian
2754231ba3 [Kernel] Add FlashInfer MoE A2A Kernel (#36022) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Leo Tian <lctian@nvidia.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: root <root@lyris0267.lyris.clusters.nvidia.com>
 2026-03-15 23:45:32 -07:00
bigshanedogg
2390d44209 [Model] Add HyperCLOVAX-SEED-Think-14B language model support (#37107) 
Signed-off-by: bigshanedogg <bigshane319@gmail.com>
 2026-03-16 06:40:05 +00:00
Wang, Yiting
68e1b711f1 [XPU] Add deepseek_scaling_rope fused kernel (#36612) 
Signed-off-by: yitingw1 <yiting.wang@intel.com>
 2026-03-16 12:35:08 +08:00
Lalithnarayan C
7acaea634c In-Tree AMD Zen CPU Backend via zentorch [1/N] (#35970) 
Signed-off-by: Lalithnarayan C <Lalithnarayan.C@amd.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Chinmay-Kulkarni-AMD <Chinmay.Kulkarni@amd.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-15 23:35:35 +00:00
Jiangyun Zhu
697e4ff352 [GDN] add a config for gdn kernel selection (#36647) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-03-16 00:40:17 +08:00
Hari
a3e2e250f0 [Feature] Add Azure Blob Storage support for RunAI Model Streamer (#34614) 
Signed-off-by: hasethuraman <hsethuraman@microsoft.com>
 2026-03-15 19:38:21 +08:00
arlo
8c29042bb9 [Feature] Add InstantTensor weight loader (#36139) 2026-03-14 18:05:23 +01:00
Isotr0py
a8e8d62dd8 [Misc] Clean up Kimi-audio whisper encoder loading (#36903) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-14 23:37:52 +08:00
Harry Mellor
ffa5d74f15 Enable loading of fused expert weights in the Transformers modelling backend (#36997) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-14 07:01:06 +00:00
Dimitrios Bariamis
367cf5cd3e [Feat][Bugfix] Enable additional dimension for Flashinfer MLA and fix routing dtype (#36931) 
Signed-off-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
 2026-03-13 16:41:16 -07:00
haosdent
6d53efd2a5 [Bugfix] Fix MLA attention crash with AWQ/GPTQ quantized models (#34695) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-13 23:25:41 +00:00
Benjamin Chislett
8b346309a5 [Refactor] Consolidate SupportsEagle (#36063) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-03-13 23:22:40 +00:00
Harry Mellor
0005d2a3c9 Use Transformers v5 WeightRenaming for Transformers modeling backend (#31545) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-13 20:49:08 +00:00
Divakar Verma
6341d43043 [ROCm][Quantization] add quark w4a8 mxfp4_fp8 for LinearLayer (#35316) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2026-03-13 19:44:24 +00:00
Isotr0py
abf61aaa8e [Bugfix] Fix Qwen2.5-omni/Qwen3-omni mm_processor cache for audio_in_video request (#36800) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-13 18:16:05 +00:00
bigmoyan
4508532fbd [Bugfix] fix paddleocr crash on some image shape (#36959) 
Signed-off-by: wangzhengtao <wangzhengtao@msh.team>
Signed-off-by: bigmoyan <moyan_work@foxmail.com>
Co-authored-by: wangzhengtao <wangzhengtao@msh.team>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-13 13:46:55 +00:00
Itay Alroy
d5af196c18 [2/N] Elastic EP Milestone 2: Integrating NIXL-EP (#35627) 
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
 2026-03-13 09:25:33 -04:00
Thomas Parnell
f296a1966d [Bugfix] Fix FlashInfer GDN warmup ValueError on SM90 GPUs (#36876) 2026-03-13 07:09:39 +01:00
whyiug
1ce13cf992 [Model] Add support for BERT-like Chinese ERNIE pooling models (#36385) 
Signed-off-by: whyiug <whyiug@hotmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-13 03:23:53 +00:00
Nikita
10f08dedfa [Model] Add ColPali late interaction model for multi-modal retrieval (#36818) 
Signed-off-by: Nikita Sukharev <kaonael@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-13 02:18:57 +00:00
Yifan Qiao
55d8073d06 [Bugfix] ep_scatter kernel store-load race condition (#34991) 
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
 2026-03-13 01:07:59 +00:00
Jaewon
aaa3092f51 [MoE] Add routing simulation override for MXFP4 quantized MoE (#33595) 
Signed-off-by: Jaewon Lee <jaewon@meta.com>
 2026-03-13 00:30:44 +00:00
Shubhra Pandit
87985077a4 [Speculative Decoding] Add norm_before_fc for gpt-oss draft models (#36545) 
Signed-off-by: Shubhra Pandit <shubhra.pandit@gmail.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-03-12 23:03:32 +00:00
Xinan Miao
2cdf92228c [Feature]: Remove Chunking From FusedMoE (#34086) 
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Southwest <1403572259@qq.com>
Signed-off-by: southwest <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
 2026-03-12 14:24:38 -04:00
Matthew Bonanni
f444c05c32 [Attention] Use FA4 for MLA prefill (#34732) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-12 12:10:17 -04:00
Kunshang Ji
53ec16a705 [Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-12 07:57:47 -07:00
Wei Zhao
2e693f48e7 [Perf] Add TRTLLM FP8 MoE Modular Kernel (#36307) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-03-12 07:32:31 -07:00
caozuoba
9e19f8338b [Perf] add packed recurrent fast path for decode (#36596) 
Signed-off-by: hdj <1293066020@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-03-12 04:01:57 -07:00
Shanshan Shen
f0d3658c0f [MM][OOT] Support CPU seq_lens for OOT MMEncoderAttention kernels (#36605) 
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-12 03:28:23 -07:00
Michael Goin
57431d8231 [UX] Only show FP4 Marlin fallback warning for w4a4 models (#36806) 
Co-authored-by: Claude <noreply@anthropic.com>
 2026-03-12 05:19:35 -04:00
Xu Jinyang
3e64fe4a18 [Bugfix] Warm up Triton autotuner for GDN layers during V1 profiling (#36599) 
Signed-off-by: AuYang <459461160@qq.com>
 2026-03-12 00:51:09 -07:00
István Ketykó
00726c74c9 [Bugfix][Model] Fix DeepSeek-OCR TensorSchema crash on empty images_crop (#36670) 
Signed-off-by: István Ketykó <istvan.ketyko@gmail.com>
 2026-03-12 15:35:54 +08:00
Yan Ma
894843eb25 replace with torch.cuda.device with with torch.accelerator.device_index (#36144) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
 2026-03-11 23:12:57 -07:00
Amanzhol Salykov
8a24842765 [ROCm] add tuned moe_wna16_triton kernel configs for CDNA4 (#35093) 
Signed-off-by: salykova <amsalykov@gmail.com>
Signed-off-by: amd-asalykov <asalykov@amd.com>
 2026-03-11 19:00:08 +00:00
Harry Mellor
65986db6ba Make Gemma and Gemma 2 accept inputs_embeds like Gemma 3 (#36787) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-11 18:12:43 +00:00
tianshu-Michael-yu
741f4e046b fix: align lfm2 thumbnail token counting with HF (#36707) 2026-03-11 10:28:38 -07:00
Julien Denize
a5d06dc557 Add 320 dimension size support to MLA (#36161) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
 2026-03-11 10:21:22 -07:00
Cyrus Leung
196802dfa6 [Misc] Clean up renderers (#36770) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-11 16:39:29 +00:00
Robert Shaw
b7e5a588d8 [Bugfix] Fix DP/EP Shared Expert With Monolithic Kernels (#36061) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-03-11 16:07:14 +00:00
Julien Denize
afebeffbfb Add support to Mistral large 3 eagle with dense layers (#36163) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-11 15:42:56 +00:00
Jhao-Ting Chen
5573894737 Kimi k2.5 MLA based eagle3 (#36361) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Izzy Putterman <iputterman@nvidia.com>
 2026-03-11 11:36:11 -04:00
Martin Hickey
700a1ddc65 [Misc] Use envs module to get VLLM_DISABLED_KERNELS (#35776) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2026-03-11 13:37:46 +00:00
Wuxun Zhang
e584dce52b Add XPU MLA Sparse backend for DeepSeek v3.2 (#33230) 
Signed-off-by: Zhang, Wuxun <wuxun.zhang@intel.com>
 2026-03-11 19:19:15 +08:00
Weiguang Li
724759684c [Bugfix] Fix Qwen3-VL timestamp mismatch when using num_frames without fps (#36136) 
Signed-off-by: OiPunk <codingpunk@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-11 03:13:06 -07:00
Rahul Tuli
9d07a3d6e4 Add: Eagle3 support for Qwen3.5 (#36658) 
Signed-off-by: Rahul-Tuli <rtuli@redhat.com>
 2026-03-11 03:07:42 -07:00
Cyrus Leung
646b85544b [Refactor] Remove Molmo2 processor wrapper (#36667) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-11 03:07:20 -07:00
tc-mb
4286cc5ec2 fix(minicpmv): fix audio inference by handling meta device in init_re… (#36751) 
Signed-off-by: caitianchi <caitianchi@modelbest.cn>
 2026-03-11 03:06:28 -07:00
LoganJane
545d18d81b [Bugfix] Support other quantization methods in glm41v (#36321) 
Signed-off-by: g00887675/loganJane <g00887675/loganJane73@hotmail.com>
Co-authored-by: g00887675/loganJane <g00887675/loganJane73@hotmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-11 09:48:05 +00:00
Harry Mellor
f4ae58b38b Remove unused config field from Gemma2 (#36672) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-11 01:51:19 -07:00
Kunshang Ji
76c6e6da08 [XPU] Support block fp8 moe by fallback to TritonExpert on XPU (#36458) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-10 21:54:09 -07:00