Commit Graph
4386 Commits
Author SHA1 Message Date
Roy WangandClaude Opus 4.6 761e0aa7a0 [Performance] Add --enable-ep-weight-filter CLI option (#37351)
Signed-off-by: esmeetu <jasonailu87@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-18 09:36:55 +08:00
Michael Goin 09e4576f65 [Kernel] Add non-gated support for NVFP4 CUTLASS MoE (#37320)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-03-17 18:12:04 -04:00
Athrael Sojuandwang.yuqi c0745a851a [Model] Add ColQwen3.5 4.5B support (#36887)
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-03-17 21:17:02 +00:00
Ekagra Ranjan b5ca9c3557 [Models] Cohere ASR (#35809)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
2026-03-17 21:04:17 +00:00
Chao-Ju ChenandMichael Goin 245758992e [Bugfix] Rescale NVFP4 weight scales to fix BF16 dequant underflow (#34577)
Signed-off-by: ricky-chaoju <ricky.chen@infinirc.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-03-17 20:48:42 +00:00
Cyrus Leung 51f0acda79 [Model] Remove unused handle_oov_mm_token (#37321)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-17 19:44:52 +00:00
Andrey Talman 68f783a727 [Torch 2.11] Guard torch._C._cpu attribute checks for forward compatibility (#35673)
Signed-off-by: atalman <atalman@fb.com>
2026-03-17 18:47:59 +00:00
Cyrus Leung c781fbbab3 [Bugfix] Standardize custom HF Processor init (#37289)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-17 15:38:55 +00:00
Anton VlasjukandHarry Mellor 2ff0ad9694 [UltraVox] Fix output type (#37224)
Signed-off-by: vasqu <antonprogamer@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-03-17 14:51:17 +00:00
Cyrus Leung f340324335 [1/2] Move InternVL-based processors (#37260)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-17 21:50:56 +08:00
sfbemerkandBenjamin Merkel 2660b9289c Bugfix for offloading+prefetch for GLM-4.7-FP8 (#37178)
Signed-off-by: Benjamin Merkel <benjamin.merkel@tngtech.com>
Co-authored-by: Benjamin Merkel <benjamin.merkel@tngtech.com>
2026-03-17 21:22:09 +08:00
Augusto Yao 9c7cab5ebb [Feature]: Support for multiple embedding types in a single inference call (#35829)
Signed-off-by: augusto.yjh <augusto.yjh@antgroup.com>
2026-03-17 17:05:42 +08:00
24b4272a8c Fix infinite recursive search issue in quark.py (#32779)
Signed-off-by: Yanwen Lin <lyw1124278064@gmail.com>
Signed-off-by: Xiao Yu <xiao.yu.dc@outlook.com>
Signed-off-by: kimheesu <wlskaka4@gmail.com>
Co-authored-by: Yanwen Lin <lyw1124278064@gmail.com>
Co-authored-by: Kim Hee Su <wlskaka4@gmail.com>
2026-03-17 07:19:15 +00:00
Benjamin Chislett 8a680463fa [Bugfix] Fix NemotronH MTP + Chunked Prefill (#35447) 2026-03-17 07:07:33 +01:00
Nick Cao 20b14095a4 [Bugfix] Fix loading Music Flamingo (#35535)
Signed-off-by: Nick Cao <ncao@redhat.com>
2026-03-17 05:24:40 +00:00
Kyuyeun Kim 0a0a1a198b Add ability to replace oot ops when using lora (#37181)
Signed-off-by: Kyuyeun Kim <kyuyeunk@google.com>
2026-03-16 18:04:15 -07:00
Julien Denize 7961486a9b Fix EagleMistralLarge3Model initialization (#37232)
Signed-off-by: juliendenize <julien.denize@mistral.ai>
2026-03-16 15:41:00 -07:00
EdalatiAli e5b807607c [Quant][Feature] Support online MXFP8 quantization for MoE and dense models (#35448)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
2026-03-16 18:07:39 -04:00
fd4d96302a Fix eplb nvfp4 experts hook (#37217)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Signed-off-by: Elvir Crncevic <elvir@anthropic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-16 22:03:54 +00:00
Lucas Kabela 714c6e0eab [torch.compile][BE] Modify cudagraph callable to check for is_forward_context_set (#36288)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2026-03-16 19:42:34 +00:00
haosdentandOr Ozeri ca1954d58c [Bugfix] Disable cross-layer KV cache for MLA attention backends (#37090)
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-03-16 19:03:10 +02:00
Tianyu Guo 43a73f853b Remove unused EVS functions in qwen3_vl.py (#37183)
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
2026-03-16 13:09:09 +00:00
Lukas GeigerandIsotr0py f9e6db3034 [Models][Qwen3 ViT] Keep max_seqlen on CPU to prevent D2H sync (#37139)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-03-16 12:11:59 +00:00
Artem Perevedentsev f5e59ee7a6 [Performance] Add prefetch for checkpoints to OS page cache (#36012)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-03-16 11:32:02 +00:00
Harry Mellor ad041c79db Fix text only inputs for MRoPE models with the Transformers modelling backend (#37055)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-03-16 10:31:16 +00:00
Kunshang Ji 747b068136 [Hardware] Replace memory related torch.cuda APIs (#37031)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
2026-03-16 10:24:48 +00:00
Harry Mellor 122f75d939 Fix pipeline parallel with multimodal models with the Transformers modelling backend (#37057)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-03-16 10:20:37 +00:00
Vadim Gimpelson 8374387bd8 [FlashInfer] Revert block_size 16 + head_size 256 workaround on Blackwell (#36987)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
2026-03-16 09:04:29 +00:00
Isotr0py 912fbe9555 [Bugfix] Fix Qwen2.5-Omni/Qwen3-Omni use_audio_in_video with multi-video inputs (#37147)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-03-16 08:56:06 +00:00
Roy Wang 821eb80c0d [Performance][Model Loader] Skip non-local expert weights during EP model loading (#37136)
Signed-off-by: esmeetu <jasonailu87@gmail.com>
2026-03-16 01:33:36 -07:00
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
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 ZhuandRoger Wang 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 BariamisandDimitrios 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
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