Commit Graph
4345 Commits
Author SHA1 Message Date
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
bigmoyanwangzhengtaogemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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
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
whyiugandwang.yuqi 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
NikitaandCyrus Leung 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
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 MiaoandSouthWest7 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 ZhaoandMichael Goin 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
caozuobaandRoger Wang 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 ShenandIsotr0py 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 GoinandClaude 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 ShawandRobert 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 Denizeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 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 ChenandIzzy Putterman 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 LiandClaude Opus 4.6 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
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
Hongbin Guo 4bf533623b [Doc] Fix duplicate words in comments (#36713)
Signed-off-by: Hongbin10 <jdmjdm1998@163.com>
2026-03-10 21:28:31 -07:00
tunglinwood 42fadebecb [Model] Add support for moonshotai/Kimi-Audio-7B-Instruct (#36127)
Signed-off-by: tunglinwood <tunglinwood@gmail.com>
Signed-off-by: tunglinwood <tomwu.tunglin@gmail.com>
Signed-off-by: tunglinwood <113751333+tunglinwood@users.noreply.github.com>
2026-03-10 21:24:48 -07:00
tianshu-Michael-yu a197eda9c3 Add tuned H100 MoE configs for LFM2 8B and 24B (#36699) 2026-03-10 21:22:02 -07:00
Augusto Yao b386bb3d7c fix bugs when token_classify & classify run concurrently (#36614)
Signed-off-by: augusto.yjh <augusto.yjh@antgroup.com>
2026-03-10 20:16:34 -07:00
Wei ZhaoandRobert Shaw 84e436ed1c [Bug] Fix TRTLLM Block FP8 MoE Monolithic (#36296)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-03-10 22:04:47 -04:00
Hashem Hashemi 721ae79f50 Improvements to wvSplitKrc skinny GEMM solution (#34304)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
2026-03-10 09:14:27 -07:00
AllenDouandzixiao aefc59f088 FunASR model bugfix (#36633)
Signed-off-by: zixiao <shunli.dsl@alibaba-inc.com>
Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com>
2026-03-10 08:14:21 -07:00
wang.yuqi a3189a08b0 [Model] Consolidate score logic by introduce score_type (#36479)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-03-10 13:32:25 +00:00
amirkl94 156e33553c Fix: Re-Enable EP for trtllm MoE FP8 backend (#36494)
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
2026-03-09 23:11:27 -07:00
Hojin YangandCyrus Leung 0836be3b03 [Model] Add HyperCLOVAX-SEED-Think-32B vision-language model support (#31471)
Signed-off-by: effortprogrammer <yhjhoward7@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-03-10 10:59:19 +08:00
Ajay Anubolu 4e95ec111c [Bugfix] Fix Qwen3-Next in_proj_ba weight sharding with TP > 1 (#36242)
Signed-off-by: AjAnubolu <anuboluajay@gmail.com>
2026-03-09 19:16:26 -07:00