Commits · 0585a9e73c072a8cbb1a64bea3c26dd0d2dde402 · OpenDAS / vllm_cscc

27 Aug, 2025 17 commits

Disable `torch.compile` for dynamic rope models in Transformers backend (#23738) · 0585a9e7
Harry Mellor authored Aug 27, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
0585a9e7
[V1] [Hybrid] Enable compile and piecewise CUDA graph for MiniMax-Text models (#22589) · dd589322
Thomas Parnell authored Aug 27, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
dd589322
[Model] Merge `SupportsMultiModalWithRawInput` with `SupportsMultiModal` (#23749) · 52883ed0
Cyrus Leung authored Aug 28, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
52883ed0
[Model] Enable native HF format InternVL support (#23742) · 84149043
Isotr0py authored Aug 27, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
84149043

[Feature] Add Hopper DeepGEMM E8M0 for DeepSeekV3.1 scale_fmt (#23666) · 3af47c3c

Wentao Ye authored Aug 27, 2025


Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

3af47c3c

[Model] Interface to enable batch-level DP support (#23733) · fe8d7b6f

Cyrus Leung authored Aug 27, 2025

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

fe8d7b6f

[Model] Explicit `default_pooling_type` interface (#23736) · 5eeef1b9
Cyrus Leung authored Aug 27, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
5eeef1b9
[V1] [Hybrid] Disable prefix caching by default for hybrid or mamba-based models (#23716) · 704432af
Thomas Parnell authored Aug 27, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
704432af

[model] Support MiniCPM-V 4.5 (#23586) · 9d30de44

tc-mb authored Aug 27, 2025


Signed-off-by: tc-mb <caitianchi@modelbest.cn>
Signed-off-by: Xin Yang <xyangx@amazon.com>
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9d30de44

[Core] Use key-only cache for `BaseMultiModalProcessor` (#23018) · 69244e67
Cyrus Leung authored Aug 27, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
69244e67
[Quantization] Expand compressed-tensors MoE matching logic to support NFP4 + FP8 MoEs (#22674) · d272415e
Dipika Sikka authored Aug 27, 2025
```
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
```
d272415e
[Model] Add Ernie4.5 VL Model Support (#22514) · 644d57d5
CSWYF3634076 authored Aug 27, 2025
```
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
```
644d57d5
[Core] Asynchronous h2d in merge_multimodal_embeddings via pinned memory. (#23686) · c905684c
Chenheli Hua authored Aug 26, 2025
```
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
c905684c
[Bugfix][gpt-oss] passing the cache config in gpt-oss (#23613) · fecbb7c7
Wei authored Aug 26, 2025
```
Signed-off-by: Wei Wei <wwei6@meta.com>
```
fecbb7c7
[Bugfix] Lazy import gpt_oss_triton_kernels_moe for mxfp4 (#23678) · de02b07d
Michael Goin authored Aug 26, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
de02b07d
[quantization] use channel scales for w4a8 + misc fixes (#23570) · 2c2b140a
czhu-cohere authored Aug 26, 2025
```
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
```
2c2b140a
feat: add triton fused moe config for GLM-4.5-Air-FP8 on B200 (#23695) · b1625dbe
zixuanzhang226 authored Aug 26, 2025
```
Signed-off-by: Zixuan Zhang <zixuanzhang@bytedance.com>
```
b1625dbe

26 Aug, 2025 11 commits

[V1] [Hybrid] Enable Full CUDA graph by default for hybrid models in V1 (#22594) · 5f1af97f
Thomas Parnell authored Aug 27, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
5f1af97f
[Model] Enable video support for InternVL3.5 models (#23658) · 9816b81f
Isotr0py authored Aug 27, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
9816b81f

[Docs] Fix warnings in `mkdocs build` (#23649) · 730d0ac8

Hyogeun Oh (오효근) authored Aug 27, 2025

Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

730d0ac8

[model] support qwen2audio embedding input (#23625) · 9d4183dd

Yuekai Zhang authored Aug 26, 2025


Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

9d4183dd

[CPU] add cpu fused moe pytorch native implementation (#23146) · f58675bf
TianyuLi0 authored Aug 26, 2025
```
Signed-off-by: Tianyu Li <tianyu.li@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
```
f58675bf
[Kernel] Added flashinfer fp8 per-tensor gemms (#22895) · f66673a3
nvjullin authored Aug 26, 2025
```
Signed-off-by: Julien Lin <jullin@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
f66673a3
[Model] fix DeepSeek e_score_correction_bias dtype to fp32 (#23640) · fdeb3dac
Jee Jee Li authored Aug 26, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
fdeb3dac
[Perf] Remove duplicated NVFP4 blockscales to save memory (#23379) · d52358c1
Michael Goin authored Aug 26, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
d52358c1

[Bugfix] Fix Qwen25VL packed_modules_mapping (#23604) · 9b5f6423

Jee Jee Li authored Aug 26, 2025


Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

9b5f6423

[mypy] Fix incorrect type hint for EAGLE3 support (#23617) · 7d67a9d9
Cyrus Leung authored Aug 26, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
7d67a9d9

Update Flashinfer to 0.2.14.post1 (#23537) · ae067888

weiliang authored Aug 26, 2025


Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
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Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

ae067888

25 Aug, 2025 12 commits
- [Kernel] Add fused grouped_topk kernel for MoE (#23274) · 8a3cd90a
  Xin Yang authored Aug 25, 2025
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  8a3cd90a
- [Bugfix] Fix Qwen3 MoE GPTQ inference (#23490) · a9082a4d
  Isotr0py authored Aug 25, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  a9082a4d
- [Refactor] Pass `tokenizer` explicitly instead of binding to prompt update (#23542) · 6879cd80
  Cyrus Leung authored Aug 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  6879cd80
- [Attention] Unify mamba and attention backend selection (#23171) · 5c4b6e66
  Ayush Satyam authored Aug 25, 2025
```
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
```
  5c4b6e66
- [Bugfix] Allow dynamic number of patches for llava_onevision (#23525) · ebafb093
  Cyrus Leung authored Aug 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  ebafb093
- [Refactor] Dynamic `target` and `content` for prompt updates (#23411) · 712d0f88
  Cyrus Leung authored Aug 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  712d0f88
- [Bugfix] Fix Dense module loading for sentence-transformers embedding models... · c9abb104
  LIYIFAN_liyifan authored Aug 24, 2025
```
[Bugfix] Fix Dense module loading for sentence-transformers embedding models (simplified V2) (#23408)
Signed-off-by: FFFfff1FFFfff <yifanli0919@gmail.com>
```
  c9abb104
- Migrate DonutImagePixelInputs to TensorSchema (#23509) · 787cdb38
  Benji Beck authored Aug 24, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  787cdb38
- Migrate skyworkr1v inputs to TensorSchema (#23499) · a5203d04
  Benji Beck authored Aug 24, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  a5203d04
- Migrate tarsier inputs to TensorSchema (#23500) · 99f80944
  Benji Beck authored Aug 24, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  99f80944
- [Misc] Unified linear print info (#23516) · 170e8ea9
  Jee Jee Li authored Aug 25, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  170e8ea9
- [Bugfix] Fix Qwen2.5-VL quantized model weights loading (#23512) · a71e4765
  zifeitong authored Aug 24, 2025
```
Signed-off-by: Zifei Tong <zifeitong@gmail.com>
```
  a71e4765