Commits · 9ea07b41da169f727a2eb7302adec4c724319522 · OpenDAS / vllm_cscc

14 Jan, 2026 3 commits
- [1/N] Reorganize multimodal processing code (#32327) · 9ea07b41
  Cyrus Leung authored Jan 14, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  9ea07b41
- [Model] Re-implement Qwen3Omni Audio Encoder (#32167) · b8199f60
  Roger Wang authored Jan 13, 2026
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Signed-off-by: Roger Wang <hey@rogerw.io>
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  b8199f60
- Add Molmo2 multimodal model support (#30997) · 7e6f1238
  sangho.lee authored Jan 13, 2026
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Signed-off-by: sanghol <sanghol@allenai.org>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  7e6f1238
13 Jan, 2026 6 commits
- [6/N][Attention] Move utils to more appropriate locations (#32215) · 98f60e5a
  Matthew Bonanni authored Jan 13, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  98f60e5a
- [Bugfix] Replace `PoolingParams.normalize` with `use_activation` (#32243) · 232214b2
  Cyrus Leung authored Jan 13, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  232214b2
- [Refactor] Remove `get_encoder_dummy_data` (#32241) · eb28e806
  Cyrus Leung authored Jan 13, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  eb28e806
- [Model] Use mm_position to compute mrope positions for Qwen2-VL/2.5-VL (#32126) · 542a4059
  YunzhuLu authored Jan 13, 2026
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Signed-off-by: YunzhuLu <lucia.yunzhu@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  542a4059
- [ROCm][Bugfix] Fix Mamba batched decode producing incorrect output (#32099) · 11b6af52
  Andreas Karatzas authored Jan 12, 2026
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Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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  11b6af52
- [Model] Handle `trust_remote_code` for transformers backend (#32194) · 78d13ea9
  Cyrus Leung authored Jan 13, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  78d13ea9
12 Jan, 2026 9 commits
- [BUGFIX] Add missed remaping of the names of fp8 kv-scale (#32199) · 9f430c94
  Vadim Gimpelson authored Jan 13, 2026
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Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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  9f430c94
- [Misc] Set default torch num threads for input processing (#31879) · 16abe6b8
  Roger Wang authored Jan 12, 2026
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Signed-off-by: Roger Wang <hey@rogerw.io>
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  16abe6b8
- [BugFix] fix FusedMoE.make_expert_params_mapping in EXAONE-MoE (#32196) · 3d962d72
  Kyungmin Lee authored Jan 13, 2026
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Signed-off-by: lkm2835 <lkm2835@gmail.com>
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  3d962d72
- [3/N][Attention] Move AttentionMetadata-related code from utils.py to backend.py (#32054) · 20228cb8
  Matthew Bonanni authored Jan 12, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  20228cb8
- [Model] Standardize pooling heads (#32148) · 8863c2b2
  Cyrus Leung authored Jan 13, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  8863c2b2
- [MODEL] New model support for kakaocorp/kanana-1.5-v-3b-instruct (#29384) · 6bc9c847
  Jaehyun An authored Jan 13, 2026
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Signed-off-by: Jaehyun An <steve.ai@kakaocorp.com>
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  6bc9c847
- Add K-EXAONE-236B-A23B (#31621) · 63ed2409
  Kyungmin Lee authored Jan 13, 2026
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Signed-off-by: lkm2835 <lkm2835@gmail.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: lgai-exaone <exaonemodels@lgresearch.ai>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
```
  63ed2409
- [Model] Remove incorrect `SupportsPP` from MTP models (#32150) · 600aaab8
  Cyrus Leung authored Jan 12, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  600aaab8
- [Model] Avoid hardcoding pooling type (#32119) · 9101dc75
  Cyrus Leung authored Jan 12, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  9101dc75
11 Jan, 2026 1 commit

[MTP][GLM][Bugfix] Fixed .weight_scale loading logic that dropped MTP... · 0dd63639

Andy Liu authored Jan 10, 2026


[MTP][GLM][Bugfix] Fixed .weight_scale loading logic that dropped MTP prediction accuracy with fp8+mtp (#32101)
Signed-off-by: Andy Liu <andyliu@roblox.com>

0dd63639

10 Jan, 2026 5 commits
- [Bugfix] Fix Qwen3-VL-Reranker model loading for sequence classification (#32089) · 8020a604
  RickyChen / 陳昭儒 authored Jan 11, 2026
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Signed-off-by: rickychen-infinirc <ricky.chen@infinirc.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  8020a604
- [Bugfix] Fix integer overflow in Gemma3n audio processing (#31657) · 07286ec5
  Jeremy Teboul authored Jan 10, 2026
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Signed-off-by: Jeremy Teboul <jeremyte@meta.com>
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  07286ec5
- [Refactor] Separate sequence and token pooling types (#32026) · 583a90e0
  Cyrus Leung authored Jan 10, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  583a90e0
- feature/issac 0.2 (#31550) · e45946bd
  Akshat Shrivastava authored Jan 09, 2026
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Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
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  e45946bd
- [Misc][LLaMa4] Compile LLaMa Vision Encoder (#30709) · ea6d067a
  Lucas Kabela authored Jan 09, 2026
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Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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  ea6d067a
09 Jan, 2026 6 commits
- [1/N][Attention] Restructure attention: move files (#31916) · 2612ba92
  Matthew Bonanni authored Jan 09, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  2612ba92
- [Fix] Introduce audio channels spec (#31595) · 657e9c0e
  Jeremy Teboul authored Jan 09, 2026
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Signed-off-by: Jeremy Teboul <jeremyte@meta.com>
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  657e9c0e
- [Doc] Add developer guide for CustomOp (#30886) · 08d954f0
  Shanshan Shen authored Jan 10, 2026
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Signed-off-by: shen-shanshan <467638484@qq.com>
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  08d954f0
- [Model] Remove redundant None check in DeepSeekOCR image input processing (#32016) · 7cdf7e2f
  maang authored Jan 09, 2026
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Signed-off-by: maang <maang_h@163.com>
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  7cdf7e2f
- [Model] Reorganize pooling layers (#31973) · c8ed39b9
  Cyrus Leung authored Jan 09, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  c8ed39b9
- [Bugfix] Fix Var Length Batched Padding in Granite Speech (#31906) · dc77cb71
  Alex Brooks authored Jan 09, 2026
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Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
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  dc77cb71
08 Jan, 2026 10 commits

[Misc] Fix `Current vLLM config is not set.` warnings, assert to avoid issues... · 6cdf015c

Lucas Wilkinson authored Jan 08, 2026


[Misc] Fix `Current vLLM config is not set.` warnings, assert to avoid issues in the future (#31747)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

6cdf015c

[Model] Support IQuestCoder model (#31575) · fe86be66
yxing-bj authored Jan 08, 2026
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Signed-off-by: yxing <yxing@iquestlab.com>
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fe86be66

[Model] Enable LoRA support for Pixtral (#31724) · 1123a878

Ce Zhao authored Jan 08, 2026



Signed-off-by: <>
Signed-off-by: 赵策 <alcor@zhaocedeMacBook-Air.local>
Signed-off-by: 赵策 <alcor@mac.mynetworksettings.com>
Co-authored-by: 赵策 <alcor@mac.mynetworksettings.com>

1123a878

[Model] Add LFM2-VL model support (#31758) · 03fd76c5

tianshu-Michael-yu authored Jan 08, 2026


Signed-off-by: Tianshu Yu <tianshuyu.formal@gmail.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

03fd76c5

[Model] Add Grok-2 (#31847) · 59d260f5
Bijaya Dangol authored Jan 08, 2026
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Signed-off-by: dangoldbj <dangoldbj23@gmail.com>
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59d260f5

[Voxtral] Fix speech transcription api (#31388) · 18d4e481

Patrick von Platen authored Jan 08, 2026


Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Anexdeus <5142168@mail.ru>
Co-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>

18d4e481

[MM Encoder]: Make MMEncoderAttention's `scale` takes effect properly (#31950) · 2972a054
Isotr0py authored Jan 08, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2972a054
[Model] Standardize common vision encoders (#31947) · 5576227b
Cyrus Leung authored Jan 08, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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5576227b
[Chore] Further cleanup pooler (#31951) · d1b6fe00
Cyrus Leung authored Jan 08, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
d1b6fe00
[Misc] Support qwen3-next lora (#31719) · 96fcd3c2
BingjiaWang authored Jan 08, 2026

96fcd3c2