Commits · 4f35be10a96feeca0328d3ab8d359e1eaae5c23d · OpenDAS / vllm_cscc

27 Aug, 2025 2 commits
- [Misc] Move CpuGpuBuffer to vllm/v1/utils.py (#23728) · 04ff1e43
  Woosuk Kwon authored Aug 27, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  04ff1e43
- [Core] Use key-only cache for `BaseMultiModalProcessor` (#23018) · 69244e67
  Cyrus Leung authored Aug 27, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  69244e67
26 Aug, 2025 3 commits

[Bugfix] Fix cuda event usage with CPU model runner (#23643) · 9b018700
Li, Jiang authored Aug 27, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
9b018700
Support FlashAttention Backend for Hybrid SSM Models (#23299) · 2b4fc9bd
Chen Zhang authored Aug 26, 2025
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
2b4fc9bd

[Disagg][Perf] Use CUDA event sync instead of blocking `tolist` to avoid... · b395b3b0

Zijing Liu authored Aug 25, 2025


[Disagg][Perf] Use CUDA event sync instead of blocking `tolist` to avoid unintentional copy ops blocking across different CUDA streams, improving disagg TTIT/TTFT (#22760)
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Zijing Liu <liuzijing2014@users.noreply.github.com>

b395b3b0

25 Aug, 2025 3 commits

[Refactor] Refactor persistent buffers with CpuGpuBuffer (#23515) · 0ff902f3

Woosuk Kwon authored Aug 25, 2025


Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

0ff902f3

[Attention] Unify mamba and attention backend selection (#23171) · 5c4b6e66
Ayush Satyam authored Aug 25, 2025
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Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
```
5c4b6e66

[Core][Multimodal] Track encode cache entries by mm_hash and enable embedding... · d765cf01

Chenguang Zheng authored Aug 25, 2025


[Core][Multimodal] Track encode cache entries by mm_hash and enable embedding sharing between requests (#22711)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

d765cf01

24 Aug, 2025 1 commit
- [Misc] Remove unused slot_mapping buffer (#23502) · ad788684
  Woosuk Kwon authored Aug 24, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  ad788684
23 Aug, 2025 1 commit
- [BugFix] Fix batch updates for pooling models (#23398) · c80c53a3
  Nick Hill authored Aug 22, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
```
  c80c53a3
22 Aug, 2025 2 commits
- [Misc] Move M-RoPE init logic to _init_mrope_positions (#23422) · 808d2e9a
  Woosuk Kwon authored Aug 22, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  808d2e9a
- [Attention] Refactor AttentionMetadata Preparation for Encoder-only Models (#23154) · 17373dcd
  Chen Zhang authored Aug 21, 2025
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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  17373dcd
21 Aug, 2025 4 commits
- [Misc] Misc code cleanup/simplification (#23304) · 603fbbbc
  Nick Hill authored Aug 21, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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  603fbbbc
- [Performance] V1 Pooling Models E2E Performance Optimization (#23162) · d70a1662
  wang.yuqi authored Aug 21, 2025
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Signed-off-by: wang.yuqi <noooop@126.com>
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  d70a1662
- [Refactor] Simplify code for MM budget (#23310) · 0c6e40bb
  Cyrus Leung authored Aug 21, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  0c6e40bb
- [Optimization] Make new_block_ids None if empty (#23262) · b029de99
  Woosuk Kwon authored Aug 20, 2025
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Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
```
  b029de99
20 Aug, 2025 2 commits

[Feature] use --eplb_config to set eplb param (#20562) · 4fbda0b2

rongfu.leng authored Aug 21, 2025


Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

4fbda0b2

[Misc] Add max_seq_len to CommonAttentionMetadata (#23216) · d6d13bd4
Woosuk Kwon authored Aug 20, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
d6d13bd4

19 Aug, 2025 3 commits
- [Misc] Fix seq_lens for graph capture (#23175) · 40f26734
  Woosuk Kwon authored Aug 19, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  40f26734
- [Misc] Avoid accessing req_ids inside a loop (#23159) · 21bcc826
  Woosuk Kwon authored Aug 19, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  21bcc826
- [Spec Decode] Make `propose_draft_token_ids` non-blocking for lower TTFT (#23041) · c9b38be8
  Woosuk Kwon authored Aug 18, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  c9b38be8
18 Aug, 2025 3 commits
- [Misc] Minor refactoring for prepare_inputs (#23116) · 0dd3f4f5
  Woosuk Kwon authored Aug 18, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  0dd3f4f5
- [Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) · 27e8d1ea
  Cyrus Leung authored Aug 18, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  27e8d1ea
- [Misc] Minor code cleanup for _get_prompt_logprobs_dict (#23064) · 8ea0c275
  Woosuk Kwon authored Aug 17, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  8ea0c275
17 Aug, 2025 1 commit
- [XPU] fix xpu to set cudagraph batch sizes (#23044) · 21e39436
  Calvin Chen authored Aug 18, 2025
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Signed-off-by: calvin chen <wen.chen@dynamia.ai>
```
  21e39436
16 Aug, 2025 2 commits

[V1] Logits processors extensibility (#19912) · bf7f470b

afeldman-nm authored Aug 16, 2025


Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: Andrew Feldman <afeld2012@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Andrew Feldman <afeld2012@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

bf7f470b

[Refactor] Allow optional MultiModalKwargsItem in IPC (#23022) · 4dff91c9
Cyrus Leung authored Aug 16, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
4dff91c9

15 Aug, 2025 6 commits

[Structured Outputs] [Bug] Fix misalignment in apply_grammar_bitmask causing... · 1fc375dc

rishitdholakia13 authored Aug 15, 2025


[Structured Outputs] [Bug] Fix misalignment in apply_grammar_bitmask causing unintended masking and NaN logits (#22963)
Signed-off-by: rishitdholakia13 <rishit+github@cohere.com>

1fc375dc

[Log] Debug Once for Randomizing dummy data for DP Rank (#22860) · df5afa82
Wentao Ye authored Aug 15, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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df5afa82
[FIXBUG] Correctly Apply Grammar Bitmask in Mixed Batches (#22896) · 68af77e5
JartX authored Aug 15, 2025
```
Signed-off-by: JartX <sagformas@epdcenter.es>
```
68af77e5

[Core] Allow full cudagraph with separate attention routines and orthogonal to... · 74f441f4

fhl2000 authored Aug 15, 2025


[Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059)
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
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>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>

74f441f4

[V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928) · 75531a6c

Thomas Parnell authored Aug 15, 2025


Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>

75531a6c

[MM] Allow skipping memory profiling for multimodal models. (#22950) · 49252cf5

Roger Wang authored Aug 15, 2025


Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

49252cf5

14 Aug, 2025 1 commit
- [Perf] Dont create unnecessary pooling params (#22876) · 829b9a62
  Lucas Wilkinson authored Aug 14, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  829b9a62
13 Aug, 2025 1 commit
- [Core] Use individual MM items in P0/P1 cache and model runner (#22570) · 19b927e5
  Cyrus Leung authored Aug 13, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  19b927e5
12 Aug, 2025 2 commits

Add: `SupportsEagle3` interface for explicit EAGLE3 support (#22642) · 5a4b4b37
Rahul Tuli authored Aug 12, 2025
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Signed-off-by: Rahul Tuli <rtuli@redhat.com>
```
5a4b4b37

[Bugfix] Fix ModernBert load & Enable sliding window attention for... · 6d729c43

wang.yuqi authored Aug 12, 2025


[Bugfix] Fix ModernBert load & Enable sliding window attention for bidirectional attention. (#22637)
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>

6d729c43

11 Aug, 2025 2 commits
- [Model] Pooling models default to using chunked prefill & prefix caching if supported. (#20930) · 84cf78ac
  wang.yuqi authored Aug 12, 2025
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Signed-off-by: wang.yuqi <noooop@126.com>
```
  84cf78ac
- Support token_type_ids in V1 with less code changes (#21985) · 39052dbc
  Maximilien de Bayser authored Aug 11, 2025
```
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
```
  39052dbc
09 Aug, 2025 1 commit

Implicit language-model-only mode via limit-mm-per-prompt (#22299) · 08b751ba

Roger Wang authored Aug 08, 2025


Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Andy Xie <andy.xning@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: XIn Li <xinli@nvidia.com>
Signed-off-by: Junhao Li <junhao@ubicloud.com>
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Signed-off-by: zitian zhao <zitian.zhao@tencentmusic.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Signed-off-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Signed-off-by: Linkun <github@lkchen.net>
Co-authored-by: Ning Xie <andy.xning@gmail.com>
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Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: Zhiyu <zhiyuc@nvidia.com>
Co-authored-by: Shu Wang <shuw@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>
Co-authored-by: Junhao Li <streaver91@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Yuxuan Zhang <2448370773@qq.com>
Co-authored-by: ZiTian Zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
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Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Hong Hanh <hanh.usth@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: lkchen <github@lkchen.net>

08b751ba