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4116 Commits
Author SHA1 Message Date
Cyrus Leung a0d8d944e2 [Renderer] Move MM Hash parsing into Renderer (#34711) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-17 19:18:55 -08:00
Cyrus Leung 574fe75245 [Renderer] Move InputPreprocessor into Renderer (2/2) (#34560) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-17 05:29:01 -08:00
Tim DettmersandClaude Opus 4.6 d44a5b6c47 Remove dead bitsandbytes CxB code from 8-bit inference path (#34633) 
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-17 01:49:14 -08:00
Jiangyun Zhu 1d65283e95 Revert "[Models] Fuse Qwen3.5 GDN's qkvz_proj and ba_proj" (#34683) 2026-02-17 01:29:27 -08:00
haosdentandMichael Goin b68fd899d1 [Bugfix] Fix fused MoE int32 overflow in stride*offset without perf regression (#34507) 
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-16 17:58:49 -08:00
roikoren755 3b30e61507 [NemotronH] Do not force router to run in fp32 (#34582) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2026-02-16 10:15:32 -08:00
Andreas Karatzas 03a8770a6d [ROCm][CI] Fix plugins test group; updating terratorch and dependencies (#34589) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-16 07:33:42 -08:00
danisereb ec7d9e6745 Fix call to moe_mk in modelopt MoE modules (required for LoRA) (#34575) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2026-02-16 07:33:09 -08:00
Isotr0py 3bb4e4311c [Models] Fuse Qwen3.5 GDN's qkvz_proj and ba_proj (#34492) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-16 07:32:51 -08:00
Samu TamminenandWentao Ye a5ccc85c8c [Bugfix] Fix Dynamo unexpected keyword argument (#34320) 
Signed-off-by: Samu Tamminen <stammine@amd.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-02-16 01:32:30 -08:00
Cyrus Leung ec17bdd894 [Renderer] Move InputPreprocessor into Renderer (1.5/2) (#34598) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-15 23:46:33 -08:00
bnellnm 5bff999d12 [Bugfix] Add method to swap quant_method on FusedMoE to fix LoRA issues (#34453) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-02-15 20:10:50 -08:00
Isotr0py 91ac5d9bfd [CI/Build] Enable tests for recent day-0 new models (#34585) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-15 18:17:04 -08:00
Luka Govedičandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 23d825aba1 [torch.compile] Disable ar-rms fusion for ds3-fp4 & DP, fix CI test (#34392) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-15 06:33:57 -08:00
Isotr0py 71cd89264f [MM Encoder] Add Triton ViT attention backend (#32183) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-15 06:32:47 -08:00
haosdent 79f3fab05a [Bugfix] Handle num_expert_group=None in flashinfer block-scale FP8 MoE (#34494) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-14 23:25:46 -08:00
Vadim Gimpelson 604b9eaec5 [BUGFIX] Fix accuracy regression for NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4 with TP>1 (#34476) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-02-14 23:25:17 -08:00
Cyrus Leung 73391a1baa [Renderer] Move InputPreprocessor into Renderer (1/2) (#34510) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-02-14 10:14:21 -08:00
Kata Coder d1ea65d0a1 [new model] add COLQwen3 code & Inference (#34398) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
Signed-off-by: katacoder <craftsangjae@gmail.com>
 2026-02-14 12:15:19 +08:00
Andreas Karatzas de42abb366 [CI] Heavy refactoring of Voxtral multimodal audio model tests (#34294) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-13 20:04:29 -08:00
Wei Zhao b37b679770 [Feature][Perf] Support Selective CPU Weight Offloading (#34535) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-02-13 20:02:24 -08:00
Harry Huang c027541eaf [Hybrid] Enable spec decoding in mamba cache align mode (#33705) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-13 13:02:28 -08:00
Michael Goin bfaa559305 Revert "[Bugfix] Fix fused MoE IMA (sans chunking) by using int64 for strides" (#34530) 2026-02-13 10:35:29 -08:00
Wei ZhaoandMichael Goin 59d53066d8 [Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-13 08:11:26 -08:00
LoganJaneandIsotr0py 4a9952ec1b [Bugfix] Add quant_config in ViT of Kimi-K2.5 (#34501) 
Signed-off-by: LoganJane <LoganJane73@hotmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-13 16:05:34 +00:00
Roger Wang 5885e330ef [Misc] Port Qwen3.5 Configs (#34512) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-13 05:24:25 -08:00
Ilya Boytsov 071d863e20 Extend ColBERT support to non-standard BERT backbones (#34170) 
Signed-off-by: Ilya Boytsov <ilya.boytsov@aleph-alpha.com>
 2026-02-13 09:53:09 +00:00
Matthias GehreandTJian 934acddef9 [Perf] fused_moe: add int4_w4a16 benchmark support and tuning config (#34130) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-02-13 00:14:27 -08:00
myselvess bcf0731aa0 [New Model] support new model ovis2.6 (#34426) 
Signed-off-by: myselvess <23743269+myselvess@users.noreply.github.com>
 2026-02-13 00:12:45 -08:00
Roger Wang eea3024f43 [Bugfix] Fix mamba state dtype setting for Qwen3-Next and Qwen3.5 (#34489) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-12 22:48:42 -08:00
haosdent dcf6ee8592 [Bugfix] Fix encoder cache underestimation for GLM-4V/GLM-OCR single image (#34483) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-12 21:04:06 -08:00
Cyrus Leung 372b2e762a [Bugfix] Standardize getting number of image patches/tokens (#34358) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 20:47:01 -08:00
LoganJaneandIsotr0py 62788f99a4 [Bugfix] Delete unused redundant code in Kimi-K2.5 (#34427) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-12 18:18:42 -08:00
bnellnm 04ea31baab [Bugfix] Remove assert that's no longer valid (#34443) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-02-12 18:18:15 -08:00
amitz-nv f120bd42d3 [Kernel] Support Flashinfer trtllm fused MoE non gated FP8 & NVFP4 (#33506) 
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
 2026-02-12 13:06:58 -08:00
Michael Goin 6d4e27ce29 [Bugfix] Enforce DeepGEMM when using sparse_attn_indexer on CUDA (#34374) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-02-12 12:08:06 -08:00
Patrick von Platenandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 6c0baee610 [Voxtral Realtime] Refactor & Improve buffering logic (#34428) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-12 09:46:43 -08:00
Patrick von Platen 1100a97621 [Voxstral Realtime] Enable tests (#33803) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2026-02-12 09:43:24 -08:00
xuebwang-amdandTJian 766e167821 [ROCm][quantization] improve OCP weight quant parser robust (#34431) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-02-12 09:40:19 -08:00
Isotr0py becbe24808 [Bugfix] Remove broken raw url GGUF model loading support (#34433) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-12 09:40:01 -08:00
Harry Mellor 679ca5d8d3 Fix MoE for the Transformers modelling backend (#34436) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-12 09:29:42 -08:00
Matthew BonanniLucas WilkinsonLucas Wilkinson
 		f2c47886fd [Attention] Add FlashInfer Sparse MLA backend (#33451) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-02-12 17:21:54 +00:00
danisereb dea63512bb Add config file for fused MoE for Nemotron (TP4, B200) (#34411) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2026-02-12 06:09:55 -08:00
Douglas LehrDoug LehrGregory Shtrasbergtjtanaavllm
 		8a798be929 [ROCm] Enable MXFP4 MoE weight pre-shuffling on gfx950 and update aiter (#34192) 
Signed-off-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
 2026-02-12 05:06:33 -08:00
AllenDouandzixiao 386bfe5d08 [bugfix] refactor FunASR's _get_data_parser (#34397) 
Signed-off-by: zixiao <shunli.dsl@alibaba-inc.com>
Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com>
 2026-02-12 07:26:49 +00:00
Kyle SayersandMichael Goin e9cd691132 [Bugfix] Fix Sparse24 Compressed Tensors models (#33446) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-11 23:15:16 -08:00
Yichuan WangandCursor 80f2ba6ea6 Fix DeepSeek-OCR tensor validation for all size variants (#34085) 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-02-11 22:50:23 -08:00
Lucas WilkinsonandBill Nell 136b0bfa59 [BugFix] Fix DP chunking (#34379) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Bill Nell <bnell@redhat.com>
 2026-02-12 06:44:03 +00:00
Michael Goin ff1f83b056 [Refactor] Replace activation: str with MoEActivation enum (#33843) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2026-02-11 17:29:32 -08:00
bnellnm 31d992d215 [Bugfix] Fix some issues with MoERunner PR #32344 (#34371) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-02-11 14:33:14 -08:00