Commits · 5e9455ae8f33599865f8855b28db2d074ea04eb5 · OpenDAS / vllm_cscc

07 Aug, 2025 12 commits
- [Bugfix]: Fix the streaming output for function calls in the minimax (#22015) · 5e9455ae
  qscqesze authored Aug 07, 2025
```
Signed-off-by: QscQ <qscqesze@gmail.com>
Signed-off-by: qingjun <qingjun@minimaxi.com>
```
  5e9455ae
- [Bugfix] Fix wrong method name in Intern-S1 image processor (#22417) · 04cf435d
  Cyrus Leung authored Aug 07, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  04cf435d
- [Qwen3] Enable dual-chunk-attention support for Qwen3 models. (#21924) · 7377131a
  Tao He authored Aug 07, 2025
```
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
```
  7377131a
- [XPU]Fix `flash_attn_varlen_func` interface on xpu (#22350) · 6b47ef24
  Kunshang Ji authored Aug 07, 2025
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  6b47ef24
- [Attention] Support multiple attention metadata builders per kv_cache_spec +... · 1dc8a70b
  Lucas Wilkinson authored Aug 06, 2025
```
[Attention] Support multiple attention metadata builders per kv_cache_spec  + proper local attention no hybrid kv cache fix (#21588)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  1dc8a70b
- Support encoder_only attention for FlexAttention (#22273) · f825c6bd
  Maximilien de Bayser authored Aug 06, 2025
```
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
```
  f825c6bd
- [model] Support MiniCPM-V 4.0 (#22166) · 41b67f42
  tc-mb authored Aug 07, 2025
```
Co-authored-by: imning3 <hbning@pku.edu.cn>
```
  41b67f42
- Fix trtllm-gen attention env and add attention sink (#22378) · 9a3835aa
  Lain authored Aug 06, 2025
```
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Lain <fusiyuan2000@hotmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
```
  9a3835aa
- [gpt-oss] fix model config with hf_config (#22401) · 5c7cc33f
  Yongye Zhu authored Aug 06, 2025
```
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
```
  5c7cc33f
- [gpt-oss] add demo tool server (#22393) · 19c9365a
  Chen Zhang authored Aug 06, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  19c9365a
- [Bug] Fix B200 DeepGEMM E8M0 Accuracy Issue (#22399) · eec890c1
  Wentao Ye authored Aug 06, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  eec890c1
- [v1] - Mamba1 Attention Metadata (#21249) · 46a13949
  Asaf Joseph Gardin authored Aug 07, 2025
```
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
```
  46a13949
06 Aug, 2025 18 commits

[gpt-oss] flashinfer mxfp4 (#22339) · 31f09c61

Yongye Zhu authored Aug 06, 2025


Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>

31f09c61

[gpt-oss] Enhance error msg on attention sink init (#22335) · 31f5dc5b

Yongye Zhu authored Aug 06, 2025


Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>

31f5dc5b

[gpt-oss] Add loop for built-in tool call (#22374) · ec7cb192

Woosuk Kwon authored Aug 06, 2025


Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

ec7cb192

[Bugfix] Make condition in triton kernel constexpr (#22370) · 2435ea7e
Gregory Shtrasberg authored Aug 06, 2025
```
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
2435ea7e

[BugFix] Fix triton compile error in `kernel_unified_attention_2/3d` caused by... · 4a6b72c2

Lucas Wilkinson authored Aug 06, 2025


[BugFix] Fix triton compile error in `kernel_unified_attention_2/3d` caused by attention sinks (#22368)
Signed-off-by: LucasWilkinson <lwilkinson@neuralmagic.com>

4a6b72c2

[Minor] Fix type (#22347) · 9edd1db0
Woosuk Kwon authored Aug 06, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
9edd1db0
[gpt-oss] Support chat completion api (#22342) · f263a4b5
Woosuk Kwon authored Aug 06, 2025

f263a4b5

[gpt-oss] Add Tool/ConversationContext classes and harmony_utils (#22340) · 178d03fb

Woosuk Kwon authored Aug 06, 2025


Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

178d03fb

[gpt-oss] flashinfer attention sink init (#22330) · 90ec0069

Yongye Zhu authored Aug 05, 2025


Signed-off-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>

90ec0069

[GptOss] Add GptOss reasoning parser to support structure output (#22322) · a47e6ffe

Chen Zhang authored Aug 05, 2025


Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

a47e6ffe

[ROCm] Add attention sink to use_rocm_custom_paged_attention (#22329) · 98a3a810

Woosuk Kwon authored Aug 05, 2025


Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

98a3a810

Add GPT-OSS model code and config [1/N] (#22327) · de98252f
Woosuk Kwon authored Aug 05, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
de98252f

Update transformers to `v4.55` (#21931) · 796bae07

Harry Mellor authored Aug 06, 2025


Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

796bae07

Add attention sink in attention backends (#22320) · 6e209243

Woosuk Kwon authored Aug 05, 2025


Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

6e209243

[Bugfix] Skip dead and non-GPU nodes for Ray DP engine allocation (#22275) · 302962e8
Rui Qiao authored Aug 05, 2025
```
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
```
302962e8
[Perf] Parallelize fill_bitmask to accelerate high-throughput guided decoding (#21862) · 7e6544c7
Benjamin Chislett authored Aug 05, 2025
```
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
```
7e6544c7
[Bugfix] Fix MoE BNB version (#22260) · 8e6c7e87
Jee Jee Li authored Aug 06, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
8e6c7e87
[Bugfix] Fix 3D input passed into cutlass_scaled_mm (#22278) · 6a515304
Michael Goin authored Aug 05, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
6a515304

05 Aug, 2025 10 commits
- [V1] port xformers backend to v1 (#21342) · 469b3ffa
  Giancarlo Delfin authored Aug 05, 2025
```
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
```
  469b3ffa
- [Refactor] Remove Unused Environment Variable `VLLM_NO_DEPRECATION_WARNING` (#22199) · ae87ddd0
  Wentao Ye authored Aug 05, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  ae87ddd0
- [Misc] correct static type check for GroupCoordinator (#21946) · 74333ae2
  Ning Xie authored Aug 05, 2025
```
Signed-off-by: Andy Xie <andy.xning@gmail.com>
```
  74333ae2
- [NVIDIA] Support Flashinfer TRT-LLM Prefill Attention Kernel (#22095) · 83156c7b
  elvischenv authored Aug 05, 2025
```
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  83156c7b
- [Feature] Non-contiguous Support for FP8 Quantization (#21961) · 4771df7b
  Wentao Ye authored Aug 05, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  4771df7b
- Migrate KimiVLImagePixelInputs to TensorSchema (#21769) · 05fae021
  Benji Beck authored Aug 05, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
```
  05fae021
- [Model] Pooling model activation supports per request control by PoolingParams (#20538) · 586f2867
  wang.yuqi authored Aug 05, 2025
```
Signed-off-by: wang.yuqi <noooop@126.com>
```
  586f2867
- [Core] Factor out common logic for MM budget calculation (#22228) · 811ac13d
  Cyrus Leung authored Aug 05, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  811ac13d
- [UX] Fail if an invalid attention backend is specified (#22217) · e79a12fc
  Michael Goin authored Aug 05, 2025
```
Signed-off-by: mgoin <michael@neuralmagic.com>
```
  e79a12fc
- [Bugfix] Misaligned params in TreeAttentionImpl (#22226) · cdfd6871
  Cyrus Leung authored Aug 05, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  cdfd6871