Commits · 5fe035497763d3e6a6cc8729c2c69dd8b43c8dcc · OpenDAS / vllm_cscc

04 Feb, 2026 1 commit
- [perf] add VLLM_USE_FUSED_FILL_RMS_CAT to use lightop for dpsk mtp fill + rms*2 + cat · 5fe03549
  zhuwenwen authored Feb 04, 2026
  
  5fe03549
03 Feb, 2026 1 commit
- fix run error · b31c7251
  zhuwenwen authored Feb 03, 2026
  
  b31c7251
28 Jan, 2026 1 commit

Roger Wang authored Jan 26, 2026


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>
(cherry picked from commit b539f988)

5042815a

27 Jan, 2026 1 commit

[Models] Kimi-K2.5 (#33131) · b539f988

Roger Wang authored Jan 26, 2026


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>

b539f988

26 Jan, 2026 12 commits
- [Model] Bump transformers version for test registry (#33100) · c25dbee4
  Cyrus Leung authored Jan 27, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  c25dbee4
- [Bugfix] Fix Voxtral streaming slot_mapping (#33073) · 19ab0f7c
  Nicolò Lucchesi authored Jan 26, 2026
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Signed-off-by: NickLucche <nlucches@redhat.com>
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  19ab0f7c
- Remove unused logic in `models/mistral.py` (#33095) · d56afd45
  Andy Lo authored Jan 26, 2026
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Signed-off-by: Andy Lo <andy@mistral.ai>
```
  d56afd45
- [ROCm][Bugfix] Fix ptpc scale load issue for fused shared expert path in deepseek mtp (#33018) · be6931ee
  Pleaplusone authored Jan 26, 2026
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Signed-off-by: ganyi <ygan@amd.com>
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  be6931ee
- [GLM-OCR] GLM-OCR with MTP Support (#33005) · bb17e8f1
  Yuxuan Zhang authored Jan 26, 2026
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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>
```
  bb17e8f1
- [Chore] Update type annotation of `input_ids` in model forward (#33063) · dcd80206
  Cyrus Leung authored Jan 26, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  dcd80206
- [Feature] Add LoRA support for Gemma3 vision components (#32764) · 208c5625
  VihaanThat authored Jan 26, 2026
  
  208c5625
- [Model] Use mm_position to compute mrope positions for Qwen3-Omni (#33010) · 6ca2c91b
  Itay Etelis authored Jan 26, 2026
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Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
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  6ca2c91b
- [Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955) · 11b55687
  Cyrus Leung authored Jan 26, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  11b55687
- [StepVL] support close img patch (#32923) · 105d1045
  ltd0924 authored Jan 26, 2026
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Signed-off-by: luotingdan <luotingdan@stepfun.com>
Signed-off-by: ltd0924 <32387785+ltd0924@users.noreply.github.com>
Co-authored-by: luotingdan <luotingdan@stepfun.com>
```
  105d1045
- [CI] Fix MHA attention test failure (AttributeError when model_config is None... · 566cdb6c
  Lucas Wilkinson authored Jan 25, 2026
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[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>
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  566cdb6c
- [Bugfix][VLM] Fix transformers backend embed_multimodal for Qwen2.5-VL profiling (#32969) · 22aeb430
  Andreas Karatzas authored Jan 25, 2026
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Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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  22aeb430
25 Jan, 2026 2 commits

[Model] Use mm_position to compute mrope positions for Qwen2.5-Omni (#32772) · a698e8e7
Itay Etelis authored Jan 25, 2026
```
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
```
a698e8e7

[Bugfix] fix encoder cache hang in Qwen3VL (#32684) · 7e67df55

JJJYmmm authored Jan 25, 2026


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>

7e67df55

24 Jan, 2026 3 commits
- feat: Complete LoRA support for MiniMaxM2 Fixes #32736 (#32763) · bc0d291b
  david guan authored Jan 24, 2026
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Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
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  bc0d291b
- [Models]: Make Multimodal config implicit in ViT implementation (#31972) · 9ad7f89f
  Isotr0py authored Jan 24, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  9ad7f89f
- [Models] Add `SharedFusedMoE` support to Qwen3MoE (#32082) · 8edaf385
  Isotr0py authored Jan 24, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  8edaf385
23 Jan, 2026 8 commits
- [Refactor] Clean up unused variables & func (#32692) · 37c9859f
  Wentao Ye authored Jan 23, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  37c9859f
- [V1][Hybrid] Mamba Prefix Caching with align mode (#30877) · 5206e5e2
  Harry Huang authored Jan 24, 2026
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Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
```
  5206e5e2
- [Model] Enable LoRA support for internvl2 (#32397) · fec9da0a
  Matteo Fari authored Jan 23, 2026
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Signed-off-by: Matteo Fari <matteofari06@gmail.com>
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  fec9da0a
- [Bugfix] Fix FP8 MoE EP Weight Loading for ModelOpt Llama4 (#32886) · 1fb648bf
  baonudesifeizhai authored Jan 23, 2026
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Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
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  1fb648bf
- [Bugfix] Fix getting vision features in Transformer Multimodal backend (#32933) · d95d6507
  Raushan Turganbay authored Jan 23, 2026
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Signed-off-by: raushan <raushan@huggingface.co>
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  d95d6507
- [Feature]: Remove DtoH Copy for lfm2_vl On Default Stream (#32815) · 13d8746c
  tianshu-Michael-yu authored Jan 23, 2026
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Signed-off-by: Tianshu Yu <tianshuyu.formal@gmail.com>
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  13d8746c
- [Voxtral] Add new streaming arch (#32861) · 3f3f8952
  Patrick von Platen authored Jan 23, 2026
```
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>
```
  3f3f8952
- [CI][Models] Add VLM Support for Sequence Classification Conversion (#32885) · a8eb1182
  Andreas Karatzas authored Jan 23, 2026
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
  a8eb1182
22 Jan, 2026 4 commits
- Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141) · 44f08af3
  Eldar Kurtić authored Jan 22, 2026
```
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
```
  44f08af3
- Support bge-m3 sparse embeddings and colbert embeddings (#14526) · ff365eea
  Maximilien de Bayser authored Jan 22, 2026
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
```
  ff365eea
- [Model] Extend `collect_children` and `no_init_weights` contexts (#32757) · 2b8a38b6
  Cyrus Leung authored Jan 22, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  2b8a38b6
- [Llama.py -> mistral.py] Extract mistral-only relevant code into separate file (#32780) · 1579c9b5
  Patrick von Platen authored Jan 22, 2026
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
```
  1579c9b5
21 Jan, 2026 7 commits
- [Kernel] Add topk_sigmoid kernel (#31246) · 63227acc
  Xin Yang authored Jan 21, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  63227acc
- [ROCm][Deepseekv3.2] Refactor Sparse Indexer as CustomOp (#29287) · 6c20e89c
  Pleaplusone authored Jan 21, 2026
```
Signed-off-by: ganyi <ygan@amd.com>
```
  6c20e89c
- [Quantization][Deprecation] Remove `DeepSpeedFp8` (#32679) · cea3c754
  Robert Shaw authored Jan 21, 2026
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  cea3c754
- [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) · 42135d68
  Robert Shaw authored Jan 21, 2026
  
  42135d68
- [bugfix] Aria model (#32727) · e14467be
  Divakar Verma authored Jan 21, 2026
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Signed-off-by: Divakar Verma <divakar.verma@amd.com>
```
  e14467be
- [Model] Add Eagle2.5-8B Vision-Language Model support (#32456) · 7727ce35
  Kim Hee Su authored Jan 21, 2026
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Signed-off-by: kimheesu <wlskaka4@gmail.com>
```
  7727ce35
- [Bugfix] Support HF sharded weights for Mistral3/Pixtral models (#32673) · f23fb5a7
  RickyChen / 陳昭儒 authored Jan 21, 2026
```
Signed-off-by: ricky-chaoju <ricky.chen@infinirc.com>
Signed-off-by: vllm-dev <ricky.chen@infinirc.com>
```
  f23fb5a7