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e01ff5c070f47a0562711e61f5f885d4ccf241c9
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3905 Commits

Author SHA1 Message Date
amirkl94
e01ff5c070 Bugfix: Pass router logits dtype in nemotron shared experts (#32669) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
 2026-01-29 09:36:34 +00:00
whx
08b1195e62 [PluggableLayer][2/N] Apply PluggableLayer to linear layers (#33152) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2026-01-29 16:53:15 +08:00
Ilya Markov
53fc166402 [BugFix] Fix EPLB fail for MoeFP4 model with Marlin backend (#33262) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2026-01-29 16:52:11 +08:00
Didier Durand
31b25f6516 [Doc]: fixing multiple typos in diverse files (#33256) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-29 16:52:03 +08:00
wang.yuqi
abb34ac43a [Bugfix] Fix Qwen3-VL-Reranker load. (#33298) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-29 08:42:53 +00:00
Kiersten Stokes
9e138cb01d [Misc][Build] Lazy load cv2 in nemotron_parse.py (#33189) 
Signed-off-by: kiersten-stokes <kierstenstokes@gmail.com>
 2026-01-29 06:55:50 +00:00
Cyrus Leung
51550179fc [Refactor] Define MM data parser in processing info instead of processor itself (#33260) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-29 13:55:17 +08:00
Angela Yi
07ea184f00 [ez] Delete more torch version checks <= 2.8 (#33288) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2026-01-29 05:28:46 +00:00
Michael Goin
141cd43967 [UX] Remove noisy CT UnquantizedLinearMethod warn (#33273) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-28 16:09:30 -08:00
Angela Yi
4197168ea5 [ez] Remove checks for torch version <= 2.8 (#33209) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2026-01-28 16:03:56 -05:00
Rohan Potdar
59bcc5b6f2 Use aiter triton fused_add_rmsnorm_pad for gpt-oss (#30976) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-01-28 20:47:47 +00:00
Robert Shaw
af9b69f977 [Quantization][Deprecation] Remove Marlin 24 (#32688) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-28 15:54:59 +00:00
Robert Shaw
247d1a32ea [Quantization][Deprecation] Remove BitBlas (#32683) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-28 11:06:22 +00:00
Harry Mellor
f1acbd68c5 [CI] Enable mypy import following for vllm/compilation (#33199) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-28 08:59:54 +00:00
ramos
36d450e3b8 Adds FunAudioChat multimodal audio model support (#2) (#33058) 
Signed-off-by: ramos <49182011+nemoramo@users.noreply.github.com>
Signed-off-by: mayufeng <mayufeng@example.com>
Co-authored-by: mayufeng <mayufeng@example.com>
 2026-01-28 05:18:09 +00:00
Harry Mellor
35fb0b8613 Don't use min_pixels/max_pixels from Qwen2VL's processor (#33208) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-28 05:02:08 +00:00
Harry Mellor
2eb673a088 Add flake8-implicit-str-concat rules to Ruff (#33191) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-28 04:56:10 +00:00
Richard Zou
d9aa39a3bb [torch.compile] Speed up MOE handling in forward_context (#33184) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-01-27 15:17:54 -08:00
Matthew Bonanni
1cbccb6dba [Attention] Use has_flashinfer helper (#33177) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-27 18:33:17 +00:00
Iris
bd92089d33 feature: support eagle3 for HunyuanVL & Hunyuan (#33035) 
Signed-off-by: irisliu10 <601012173@qq.com>
Signed-off-by: Iris <38269816+irisliu10@users.noreply.github.com>
 2026-01-27 17:55:48 +00:00
IriKa
66e601ef79 Support compress-tensors with nvfp4 or fp8 weights and modelopt with nvfp4 weights on Turing (#33076) 
Signed-off-by: IriKa Qiu <qiujie.jq@gmail.com>
 2026-01-27 11:04:05 -05:00
danielafrimi
83fb2d09e8 Support heterogeneous NemotronHPuzzle model (#32549) 
Signed-off-by: <dafrimi@nvidia.com>
Signed-off-by: Daniel Afrimi <dafrimi@nvidia.com>
Signed-off-by: root <dafrimi@nvidia.com>
 2026-01-27 10:55:54 -05:00
danisereb
f3a5ee705f [LoRA][Spec Decode] Support LoRA for Nemotron-H MTP models (#32265) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-01-27 07:53:26 -08:00
Matthew Bonanni
a608b4c6c2 [5/N][Attention] Finish eliminating vllm/attention folder (#32064) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-27 10:02:51 -05:00
Harry Mellor
14385c80fc Fix weight mapping test for Transfomers v5 (#33162) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-27 12:30:14 +00:00
Lifan Shen
da8d0c441a [AMD][QWEN3-NEXT] FP8 Tunings (#32042) 
Signed-off-by: Lifan Shen <lifans@meta.com>
 2026-01-27 09:34:13 +00:00
Roger Wang
b539f988e1 [Models] Kimi-K2.5 (#33131) 
Signed-off-by: wanglinian <wanglinian@stu.pku.edu.cn>
Signed-off-by: wangln19 <96399074+wangln19@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: wanglinian <wanglinian@stu.pku.edu.cn>
Co-authored-by: wangln19 <96399074+wangln19@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-27 14:50:31 +08:00
Robert Shaw
5a93b9162b [MoE Refactor] Integrate Naive Prepare Finalize into MK (#32567) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com>
 2026-01-27 01:28:02 +00:00
XiongfeiWei
510ed1e8d3 [Bugfix][TPU] Return a Default fp8 MoE Backend (#32908) 
Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-01-26 18:46:11 -05:00
Pengchao Wang
8caffd92df [Bugfix][MXFP4] Call trtllm_fp4_block_scale_moe with kwargs (#33104) 
Signed-off-by: Pengchao Wang <wpc@fb.com>
 2026-01-26 15:13:18 -08:00
Wentao Ye
8f987883cb [Refactor] Remove unused _moe_permute function (#33108) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-26 16:06:45 -05:00
Robert Shaw
43a013c3a2 [Bugfix] Fix Dtypes for Pynccl Wrapper (#33030) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-26 20:09:32 +00:00
Cyrus Leung
c25dbee40d [Model] Bump transformers version for test registry (#33100) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 18:53:22 +00:00
Nicolò Lucchesi
19ab0f7ce5 [Bugfix] Fix Voxtral streaming slot_mapping (#33073) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-26 10:40:40 -08:00
danielafrimi
67fe677c53 [FIX] Always support TP > 4 for FP4 Gemm (#31099) 
Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: root <root@gpu-51.slurm-workers-slurm.slurm.svc.cluster.local>
 2026-01-26 11:04:20 -07:00
Andy Lo
d56afd45fd Remove unused logic in models/mistral.py (#33095) 
Signed-off-by: Andy Lo <andy@mistral.ai>
 2026-01-26 09:01:52 -08:00
Pleaplusone
be6931ee27 [ROCm][Bugfix] Fix ptpc scale load issue for fused shared expert path in deepseek mtp (#33018) 
Signed-off-by: ganyi <ygan@amd.com>
 2026-01-26 23:19:04 +08:00
Yuxuan Zhang
bb17e8f11c [GLM-OCR] GLM-OCR with MTP Support (#33005) 
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-26 06:24:43 -08:00
Cyrus Leung
dcd80206b7 [Chore] Update type annotation of input_ids in model forward (#33063) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 06:02:10 -08:00
danisereb
f4a0921c9c [Performance] Tune Mamba selective scan kernel for B200 (#32873) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-01-26 05:56:54 -08:00
VihaanThat
208c56256f [Feature] Add LoRA support for Gemma3 vision components (#32764) 2026-01-26 13:56:40 +00:00
Itay Etelis
6ca2c91b96 [Model] Use mm_position to compute mrope positions for Qwen3-Omni (#33010) 
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
 2026-01-26 13:48:07 +00:00
Cyrus Leung
11b556878b [Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 15:00:28 +08:00
ltd0924
105d104576 [StepVL] support close img patch (#32923) 
Signed-off-by: luotingdan <luotingdan@stepfun.com>
Signed-off-by: ltd0924 <32387785+ltd0924@users.noreply.github.com>
Co-authored-by: luotingdan <luotingdan@stepfun.com>
 2026-01-25 20:56:39 -08:00
Lucas Wilkinson
566cdb6cfb [CI] Fix MHA attention test failure (AttributeError when model_config is None in ViT attention backend) (#33033) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-25 19:49:53 -08:00
Andreas Karatzas
22aeb43007 [Bugfix][VLM] Fix transformers backend embed_multimodal for Qwen2.5-VL profiling (#32969) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-26 08:34:05 +08:00
Itay Etelis
a698e8e7ad [Model] Use mm_position to compute mrope positions for Qwen2.5-Omni (#32772) 
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
 2026-01-25 20:15:53 +08:00
JJJYmmm
7e67df5570 [Bugfix] fix encoder cache hang in Qwen3VL (#32684) 
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-25 05:17:31 +00:00
Roberto L. Castro
fcb9df99bd [Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
 2026-01-24 18:45:27 -07:00
Lucas Wilkinson
da5e7b12be [MLA] Fuse cat and qaunt for fp8 kv-cache (#32950) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-24 16:03:02 +00:00