Commits · 34a984274eae2f8fb9d1d6413abd08d7fcde741c · OpenDAS / vllm_cscc

29 Nov, 2025 8 commits
- [Misc] Refactor tokenizer interface (#29693) · 34a98427
  Cyrus Leung authored Nov 29, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  34a98427
- [Model Runner V2] Fuse penalties and temperature into single kernel (#29720) · f223ed41
  Woosuk Kwon authored Nov 29, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  f223ed41
- [Model Runner V2] Add sample/ directory and reorganize files (#29719) · 6afc0ffa
  Woosuk Kwon authored Nov 29, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  6afc0ffa
- [LoRA] Cleanup LoRA unused code (#29611) · 39e63dec
  Jee Jee Li authored Nov 29, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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  39e63dec
- [Model Runner V2] Don't use UVA buffer for prefill_len (#29713) · 4a80ad0a
  Woosuk Kwon authored Nov 28, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  4a80ad0a
- [BugFix] Fix DBO failing with TypeError: 'NoneType' object is not iterable (#29698) · e23f665d
  Lucas Wilkinson authored Nov 28, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  e23f665d
- [Model Runner V2] Refactor prefill token preparation (#29712) · ca1b1e72
  Woosuk Kwon authored Nov 28, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  ca1b1e72
- [Model Runner V2] Support penalties using bin counts (#29703) · 1dcafb3d
  Woosuk Kwon authored Nov 28, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  1dcafb3d
28 Nov, 2025 12 commits
- bugfix: correct attn output with base 2 or e (#28840) · 9726e645
  Augusto Yao authored Nov 29, 2025
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Signed-off-by: augusto.yjh <augusto.yjh@antgroup.com>
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  9726e645
- [Perf] Optimize EAGLE prepare_inputs_padded with triton kernels (#28597) · 1986de13
  Benjamin Chislett authored Nov 28, 2025
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Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
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  1986de13
- [Chore] Rename `Processor` to `InputProcessor` (#29682) · 8d9338fa
  Cyrus Leung authored Nov 29, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  8d9338fa
- [Doc]: fixing typos in multiple files. (#29685) · fae69430
  Didier Durand authored Nov 28, 2025
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
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  fae69430
- [mypy] Enable type checking for more directories (#29674) · 9e6bcda3
  Cyrus Leung authored Nov 29, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  9e6bcda3
- Guard FlashInfer sampler using the same check as FlashInfer attention backend (#29415) · 9eec282c
  Harry Mellor authored Nov 28, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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  9eec282c
- [BugFix] Fix spec decoding max_tokens scheduling perf issue (#29542) · 8e7a8916
  Nick Hill authored Nov 28, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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  8e7a8916
- [mypy] Pass type checking for `vllm/utils` and `vllm/v1/pool` (#29666) · 953d9c82
  Cyrus Leung authored Nov 28, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  953d9c82
- [Doc] Improve abnormal information string (#29655) · cc0f2a0e
  maang-h authored Nov 28, 2025
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Signed-off-by: maang <maang_h@163.com>
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  cc0f2a0e
- Improve enable chunked_prefill & prefix_caching logic. (#26623) · f4b76056
  wang.yuqi authored Nov 28, 2025
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  f4b76056
- [Multimodal][Speculative Decoding]Eagle3 mm support, enablement on qwen3vl (#29594) · 37b15e97
  EanWang211123 authored Nov 28, 2025
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Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
```
  37b15e97
- [BugFix] Fix ValueError in NewRequestData repr methods (#29392) · c7ba1f6b
  maang-h authored Nov 28, 2025
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Signed-off-by: maang <maang_h@163.com>
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  c7ba1f6b
27 Nov, 2025 13 commits
- [BugFix] Fix new nightly failures (#29578) · be493e0b
  Lucas Wilkinson authored Nov 27, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  be493e0b
- [Model Runner V2][BugFix] Keep reference to GPU tensors in AsyncOutput (#29623) · ae0ce1be
  Woosuk Kwon authored Nov 27, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  ae0ce1be
- [BugFix] Fix `plan` API Mismatch when using latest FlashInfer (#29426) · a5345bf4
  Andrii Skliar authored Nov 27, 2025
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Signed-off-by: Andrii Skliar <askliar@askliar-mlt.client.nvidia.com>
Co-authored-by: Andrii Skliar <askliar@askliar-mlt.client.nvidia.com>
```
  a5345bf4
- [Deprecation] Advance deprecation status (#29617) · a24ea541
  Cyrus Leung authored Nov 28, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  a24ea541
- [Attention] Update attention imports (#29540) · fc1d8be3
  Matthew Bonanni authored Nov 27, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  fc1d8be3
- [Doc]: fixing typos in diverse files (#29492) · 66d3d542
  Didier Durand authored Nov 27, 2025
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
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  66d3d542
- [Bugfix] Fix pre-commit (#29601) · e6d4f3c2
  Cyrus Leung authored Nov 27, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  e6d4f3c2
- [Frontend][torch.compile] CompilationConfig Overhaul (#20283): Set up -O infrastructure (#26847) · 0838b52e
  Morrison Turnansky authored Nov 27, 2025
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Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: adabeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  0838b52e
- [Model Runner V2] Implement multi-step Eagle with CUDA graph (#29559) · da3222f3
  Woosuk Kwon authored Nov 27, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  da3222f3
- [Model Runner V2] Refactor CudaGraphManager (#29583) · 11ea5ec1
  Woosuk Kwon authored Nov 26, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  11ea5ec1
- [Model Runner V2] Minor cleanup for build_attn_metadata (#29576) · ee80aee1
  Woosuk Kwon authored Nov 26, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  ee80aee1
- [Model Runner V2] Minor code cleanup (#29570) · 0aeb698b
  Woosuk Kwon authored Nov 26, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  0aeb698b
- [Attention][Async] Eliminate `seq_lens_cpu` in FlashAttention metadata... · 77740191
  Matthew Bonanni authored Nov 26, 2025
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[Attention][Async] Eliminate `seq_lens_cpu` in FlashAttention metadata building with DCP > 1 (#29449)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  77740191
26 Nov, 2025 5 commits
- [TPU] add tpu_inference (#27277) · ba1fcd84
  Johnny Yang authored Nov 26, 2025
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Signed-off-by: Johnny Yang <johnnyyang@google.com>
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  ba1fcd84
- [Core] Refactor padding logic and pad for CUDA graphs before attention metadata building (#28579) · 56539cdd
  Lucas Wilkinson authored Nov 26, 2025
  
  56539cdd
- [Attention] Remove imports from `vllm/attention/__init__.py` (#29342) · 430dd4d9
  Matthew Bonanni authored Nov 26, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  430dd4d9
- [Performance][MLA][ROCm] Remove redundant D2D copy in deepseek (#27457) · d9d342d2
  Pleaplusone authored Nov 26, 2025
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Signed-off-by: ganyi <ygan@amd.com>
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  d9d342d2
- dummy run corner case (#29433) · 12866af7
  Xieyang Xu authored Nov 25, 2025
  
  12866af7
25 Nov, 2025 2 commits

[BugFix] Fix initialization of draft model. (#29319) · de75b0bb

Andrey Khalyavin authored Nov 26, 2025


Signed-off-by: Andrey Khalyavin <halyavin@yandex-team.ru>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>

de75b0bb

[Core] Support logprobs with spec decode + async scheduling (#29223) · 4e57c658
Nick Hill authored Nov 25, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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4e57c658