Commit Graph
4403 Commits
Author SHA1 Message Date
Michael Goin 9482b0b085 [Bugfix] Remove assertion for NVFP4 scale dynamic range (#37465)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
2026-03-18 15:37:49 -07:00
Woosuk Kwon 5bc1da147f [LoRA][BugFix] Fix skipped LoRA adapters for Mistral3 (#36928)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-03-18 22:34:19 +00:00
Wentao Ye 0d81a1fe61 [V0 Deprecation] Deprecate virtual engine (#37195)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-03-18 14:30:14 -07:00
Netanel Haber 6ae4c8d6fc chunk parakeet into 30s clips to prevent OOMs on long audios (#36671)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
2026-03-18 14:22:24 -07:00
JartX a913b612d8 [Bugfix] Fix ROCm crash in qwen3_next multi-stream events (#36795) (#37427)
Signed-off-by: JartX <sagformas@epdcenter.es>
2026-03-18 16:06:31 -04:00
Chengyu Fang 738d0a281f [Bugfix] Fix incorrect use of merge_size in Qwen3-VL video timestamp calculation (#37439)
Signed-off-by: chengyufang <cnyvfang@outlook.com>
2026-03-18 11:36:34 -07:00
Cyrus Leung 7476d148db [Model] Remove unnecessary processor definition for Nemotron Parse (#37456)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-18 18:25:13 +00:00
Cyrus Leung f3732bd931 [Misc] Clean up model registry (#37457)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-18 18:24:44 +00:00
Wentao Ye 0ef7f79054 [Perf] Add tuned triton moe config for Qwen3.5 H200, 9.9% E2E throughput improvement (#37340)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-03-18 14:18:34 -04:00
Xin Yang b1169d7be8 [Kernel] Add gpt-oss Router GEMM kernel (#37205)
Signed-off-by: Xin Yang <xyangx@amazon.com>
2026-03-18 08:15:56 -07:00
XLiu-2000andXuLiu 17808394bc standardize load_weights using AutoWeightsLoader for kimi_linear and minimax_text_01 (#37371)
Signed-off-by: XuLiu <xuliu40@gmail.com>
Co-authored-by: XuLiu <xuliu40@gmail.com>
2026-03-18 15:05:37 +00:00
elvischenv 296839a1b0 [Perf] Eliminate padding and slicing op for GPT-OSS with Flashinfer MXFP4 MXFP8 MoE (#30647)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
2026-03-18 15:01:26 +00:00
Wentao Ye c373b5c00d [Log] Reduce duplicate log (#37313)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-03-18 10:57:44 -04:00
Cyrus Leung 99267c23ca [2/3] Refactor InternVL-based processors (#37324)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-18 22:22:19 +08:00
Shwetha Poojary cef1f302d2 [Model] Enable LoRA support for tower and connector in H2OVL (#31696)
Signed-off-by: shwetha-s-poojary <shwetha.s-poojary@ibm.com>
2026-03-18 13:26:47 +00:00
17c47fb869 [Bugfix] Fix EP weight filter breaking EPLB and NVFP4 accuracy (#37322)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-03-18 18:30:29 +08:00
Xin Yang f1740006e4 [Perf] Enable dual stream execution of input projection for Qwen3 (#36795)
Signed-off-by: Xin Yang <xyangx@amazon.com>
2026-03-18 11:13:27 +08:00
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