Commits · 15cb047e25e58e79273567d3448563cf43bb39e7 · OpenDAS / vllm_cscc

09 Sep, 2025 20 commits
- Extend renderer with embedding support and integrate completion endpoint (#24405) · 15cb047e
  Flora Feng authored Sep 09, 2025
```
Signed-off-by: sfeng33 <4florafeng@gmail.com>
```
  15cb047e
- [Bugfix] Fix hidden_size for multimodal classification model (#24501) · 9ad0688e
  Jee Jee Li authored Sep 10, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  9ad0688e
- [Kernels] Add Flash Linear Attention Kernels (#24518) · 1aa427fd
  youkaichao authored Sep 10, 2025
```
Signed-off-by: youkaichao <youkaichao@gmail.com>
```
  1aa427fd
- [Core] Run garbage collector after CUDA graph capture to fix throughput regression (#24128) · 1c63a16b
  Micah Williamson authored Sep 09, 2025
```
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
  1c63a16b
- [Bugfix] Handle the edge case in detokenizer where processed tokens contain... · 922d3b40
  d.transposed authored Sep 09, 2025
```
[Bugfix] Handle the edge case in detokenizer where processed tokens contain both `stop` str and `eos` token (#23938)
Signed-off-by: dtransposed <damian.bogunowicz@gmail.com>
```
  922d3b40
- [Model] Systematic support for fp32 head, pooling models part (#23810) · 19332c04
  wang.yuqi authored Sep 09, 2025
```
Signed-off-by: wang.yuqi <noooop@126.com>
```
  19332c04
- [Compilation][WideEP] Enable Piecewise CUDAGraph for DeepEPHT (#24123) · a55cf41a
  Wentao Ye authored Sep 09, 2025
  
  a55cf41a
- [gpt-oss] Validate gpt-oss python tool during initialization (#23856) · 1116590b
  Chen Zhang authored Sep 09, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  1116590b
- [Performance][MM] Building the inverse permutation in O(n) time in... · e283976f
  WeiQing Chen authored Sep 09, 2025
```
[Performance][MM] Building the inverse permutation in O(n) time in Qwen2_5_VisionTransformer (#24443)
Signed-off-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
```
  e283976f
- [Doc]: fixing typos to improve docs (#24480) · 46876dff
  Didier Durand authored Sep 09, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  46876dff
- [Misc] Support bench serve long context (#24373) · 1823a00d
  Ming Yang authored Sep 08, 2025
```
Signed-off-by: Ming Yang <minos.future@gmail.com>
```
  1823a00d
- [Misc] Improve Worker process title and logging prefix (#22205) · 0cdd2136
  22quinn authored Sep 08, 2025
```
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
```
  0cdd2136
- Add data_parallel_size to VllmConfig string representation (#24298) · b2f77457
  cong-meta authored Sep 08, 2025
```
Co-authored-by: Cong Chen <congc@meta.com>
```
  b2f77457
- [Core] Use sha256 bytes instead of BlockHash to reduce GC overhead (#23673) · 82dfb12e
  Zebing Lin authored Sep 09, 2025
```
Signed-off-by: linzebing <linzebing1995@gmail.com>
```
  82dfb12e
- [Flashinfer] Support Flashinfer TRTLLM FP8-qkv BF16/FP16-out Attention Kernel (#23647) · bba1042c
  elvischenv authored Sep 09, 2025
```
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  bba1042c
- [BugFix][Model] Fix Ernie4.5-VL hanging on long inputs (#24074) · b6fbc156
  CSWYF3634076 authored Sep 09, 2025
```
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
```
  b6fbc156
- Move `KVTransferConfig` from `config/__init__.py` to `config/kv_transfer.py` (#24434) · 3e0d4a34
  Harry Mellor authored Sep 09, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  3e0d4a34
- [doc] update `vllm serve` cli args documentation (#24329) · 13b89bd8
  cjackal authored Sep 09, 2025
```
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
```
  13b89bd8
- [gpt-oss] Harmony changes with container tool support (#23386) · 170129eb
  zhiweiz authored Sep 08, 2025
```
Signed-off-by: zhiweiz <zhiweiz@fb.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
Co-authored-by: zhiweiz <zhiweiz@fb.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
```
  170129eb
- [Bugfix][Wide EP] Fix redundant work when using DeepEP, TP Attn, and EP MoE (#24134) · 955c6249
  Tyler Michael Smith authored Sep 08, 2025
```
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
```
  955c6249
08 Sep, 2025 19 commits

[Bugfix] Disable the statslogger if the api_server_count is greater than 1 (#22227) · e680723e
Chauncey authored Sep 09, 2025
```
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
```
e680723e

[Attention] FlashAttention MLA cudagraph support (#23958) · 620db1fc

Matthew Bonanni authored Sep 08, 2025


Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

620db1fc

[Spec Decode] Fix offline spec_decode.py (#24257) · 41183c1f

Ekagra Ranjan authored Sep 08, 2025


Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

41183c1f

[Model loader]: support multi-thread model weight loading (#23928) · 43d9ad03

Yang Kaiyong authored Sep 09, 2025


Signed-off-by: Yang Kaiyong <yangkaiyong.yky@antgroup.com>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>

43d9ad03

[Model] Remove quantized mixtral (#24437) · 8d7f39b4
Jee Jee Li authored Sep 09, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
8d7f39b4

[Spec Decode][Benchmark] Add Blitzedit dataset (#23605) · cd086369

Ekagra Ranjan authored Sep 08, 2025


Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

cd086369

[Spec Decode][Benchmark] Add Spec Bench Dataset for benchmarking (#23563) · 3feeeb9f
Ekagra Ranjan authored Sep 08, 2025
```
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
```
3feeeb9f
[Model] Enable BNB support for qwen2_5_omni_thinker (#24420) · 6f4a82f8
Jee Jee Li authored Sep 09, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
6f4a82f8

[Frontend] User-provided uuids for medias in chat. (RFC #22044) (#23449) · 01dfb5e9

Chenheli Hua authored Sep 08, 2025


Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

01dfb5e9

Move `KVEventsConfig` from `config/__init__.py` to `config/kv_events.py` (#24433) · 03dd652c
Harry Mellor authored Sep 08, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
03dd652c

[Bugfix] Fix mamba2 prefill chunking (#23279) · e0413141

tomeras91 authored Sep 08, 2025

Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

e0413141

[Bugfix] Fix get_quant_config when using modelscope (#24421) · 5e537f45
Li Wang authored Sep 08, 2025
```
Signed-off-by: wangli <wangli858794774@gmail.com>
```
5e537f45
[Doc]: fix typos in Python comments (#24417) · f4962a6d
Didier Durand authored Sep 08, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
f4962a6d
[gpt-oss][Responses API] Fix the function call id format (#24409) · 425b04b8
Chauncey authored Sep 08, 2025
```
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
```
425b04b8
[Model] Remove unnecessary CUDA sync of Qwen2VL image and video preprocess (#24334) · 60f0843e
Chatcharin Sangbutsarakum authored Sep 08, 2025
```
Signed-off-by: Win <chatcharinsang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
60f0843e
[Model] Remove unnecessary CUDA sync of GLM-4.1V image and video preprocess (#24332) · 8a466026
Chatcharin Sangbutsarakum authored Sep 08, 2025
```
Signed-off-by: Win <chatcharinsang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
8a466026
[P/D] Add a shutdown method to the Connector API (#22699) · 61aa4b29
Chauncey authored Sep 08, 2025
```
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
```
61aa4b29

[Sampler] Support returning all prompt logprobs (#23868) · b3d7e3c8

Xingyu Liu authored Sep 07, 2025


Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

b3d7e3c8

[Kernel] Support decode context parallelism on Blackwell with CUTLASS MLA (#24385) · 86173ad5

Ming Yang authored Sep 07, 2025


Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

86173ad5

07 Sep, 2025 1 commit
- Skip MM Encoder for non-first PP ranks (#24387) · 2e5d2137
  Woosuk Kwon authored Sep 07, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  2e5d2137