Commits · 64bc09ba279d42bbb7f8c4fba6a049474c438774 · OpenDAS / vllm_cscc · GitLab

30 Nov, 2025 8 commits
- [Core] Enable `inputs_embeds_size` separate from `hidden_size` (#29741) · 64bc09ba
  Cyrus Leung authored Nov 30, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  64bc09ba
- [Bugfix] Fix mismatched nvfp4 gemm output shape (#29742) · 47539cfd
  Isotr0py authored Nov 30, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  47539cfd
- [Misc] Update `TokenizerLike` interface and move `get_cached_tokenizer` (#29730) · 2afcec4d
  Cyrus Leung authored Nov 30, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  2afcec4d
- [Doc]: Fix typo in fused_moe layer (#29731) · 9381b5cd
  朝 authored Nov 30, 2025
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Signed-off-by: BowTen <bowten@qq.com>
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  9381b5cd
- [Bugfix][sleepmode][fp8 kv cache]: Fix FP8 KV cache + sleep(level=2) gibberish output (#28783) · 66b58402
  Vensen authored Nov 30, 2025
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Signed-off-by: vensen <vensenmu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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  66b58402
- Fix AttributeError about _use_fi_prefill (#29734) · 82c795d6
  Huamin Li authored Nov 29, 2025
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Signed-off-by: Huamin Li <3ericli@gmail.com>
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  82c795d6
- [Quantization] Enable compressed-tensors AWQ for Turing GPU (#29732) · e1464c3a
  Isotr0py authored Nov 30, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  e1464c3a
- [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708) · a491b091
  Xin Yang authored Nov 29, 2025
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Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  a491b091
29 Nov, 2025 20 commits
- [Bugfix] Revert test_tokenization.py (#29729) · b9d0504a
  Jee Jee Li authored Nov 30, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  b9d0504a
- [Kernel][Quantization] add w4a8 support for marlin kernel (#24722) · 1656ad37
  Jinzhen Lin authored Nov 29, 2025
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Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
```
  1656ad37
- [Chore] Move `detokenizer_utils` to `vllm/tokenizers` (#29727) · fa59fe41
  Cyrus Leung authored Nov 29, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  fa59fe41
- [Chore] Enable passing `tokenizer=None` into MM processor (#29724) · fe3398fa
  Cyrus Leung authored Nov 29, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  fe3398fa
- hfrunner.classify should return list[list[float]] not list[str] (#29671) · ad7f714d
  Chukwuma Nwaugha authored Nov 29, 2025
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Signed-off-by: Chukwuma Nwaugha <nwaughac@gmail.com>
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  ad7f714d
- [Doc]: fix code block rendering (#29728) · f4341f45
  dublc authored Nov 29, 2025
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Signed-off-by: dublc <jdublc0x@gmail.com>
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  f4341f45
- [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
- [Doc]: fixing typos in various files. (#29717) · 04a797cd
  Didier Durand authored Nov 29, 2025
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
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  04a797cd
- [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
- Add gpu memory wait before test_async_tp (#28893) · 4b17ce68
  Angela Yi authored Nov 28, 2025
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Signed-off-by: angelayi <yiangela7@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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  4b17ce68
- [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
- [Frontend] Perform offline path replacement to `tokenizer` (#29706) · 762a4a6c
  Tsukasa OI authored Nov 29, 2025
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Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
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  762a4a6c
- [Bugfix] Fix wrong mock attribute (#29704) · b2c50eda
  Cyrus Leung authored Nov 29, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  b2c50eda
- [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
- [ROCm][Bugfix] Patch for the `Multi-Modal Processor Test` group (#29702) · ea3370b4
  Andreas Karatzas authored Nov 28, 2025
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Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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  ea3370b4
- [Bugfix] Fix O(n²) multimodal string prompt processing (#29667) · c625d7b1
  Mert Unsal authored Nov 28, 2025
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Signed-off-by: mertunsall <mertunsal1905@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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  c625d7b1
28 Nov, 2025 12 commits
- [compile] Include `enable_sleep_mode` into caching factors. (#29696) · 6173682b
  Zhengxu Chen authored Nov 28, 2025
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Signed-off-by: zhxchen17 <zhxchen17@fb.com>
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  6173682b
- 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
- Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697) · 3fd1fb0b
  Huamin Li authored Nov 28, 2025
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Signed-off-by: Huamin Li <3ericli@gmail.com>
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  3fd1fb0b
- [Bugfix] fix dots.llm1.inst (#29687) · a51f4186
  Jiangyun Zhu authored Nov 29, 2025
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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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  a51f4186
- [Misc] Remove redundant `ClassRegistry` (#29681) · 7675ba30
  Cyrus Leung authored Nov 29, 2025
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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>
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  7675ba30
- [CI/Build]: make it possible to build with a free-threaded interpreter (#29241) · 7c1ed458
  Ralf Gommers authored Nov 29, 2025
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Signed-off-by: Ralf Gommers <ralf.gommers@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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  7c1ed458
- [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
- [Frontend] Remap -O to -cc commandline flag (#29557) · 3461e7ef
  Yanan Cao authored Nov 28, 2025
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Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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  3461e7ef
- Remove `all_special_tokens_extended` from tokenizer code (#29686) · fecae12c
  Harry Mellor authored Nov 28, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  fecae12c
- [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
- [CI/Build] Rework CPU multimodal processor test (#29684) · d40c8540
  Isotr0py authored Nov 29, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  d40c8540
- [Docs] Add CLI reference doc for `vllm bench sweep plot_pareto` (#29689) · 43329556
  Harry Mellor authored Nov 28, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  43329556