Commits · 5beacce2eae2cb36e44498e2ea80b2d3ee34fe61 · OpenDAS / vllm_cscc

22 Oct, 2025 5 commits
- [BugFix] bugfix for Flash Attention MLA with full cuda graph IMA following pr-25490 (#27128) · 5beacce2
  Daisy-Ma-coder authored Oct 22, 2025
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Signed-off-by: qqma <qqma@amazon.com>
Co-authored-by: qqma <qqma@amazon.com>
```
  5beacce2
- [Prefix Cache] Use LoRA name for consistent KV-cache block hashing (#27211) · 1651003c
  Sage authored Oct 22, 2025
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Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
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  1651003c
- [Bugfix] Disable FlexAttention direct block mask building for encoder-only models (#27344) · 084a9dae
  Isotr0py authored Oct 23, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  084a9dae
- [P/D] Dynamic `kv_output_aggregator` collect size (#26734) · 4dfdb821
  Nicolò Lucchesi authored Oct 22, 2025
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Signed-off-by: NickLucche <nlucches@redhat.com>
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  4dfdb821
- [Chore] Separate out optional dependency checks from vllm.utils (#27207) · 3ae082c3
  dongbo910220 authored Oct 22, 2025
```
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  3ae082c3
21 Oct, 2025 4 commits

[Bugfix] skip cuda graph for drafter when running with eager (#26821) · 19748806
Benjamin Chislett authored Oct 21, 2025
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Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
19748806

Updated xgrammar backend to not deny supported string formats (#27253) · 4a8a567e

ExtReMLapin authored Oct 22, 2025

Signed-off-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Signed-off-by: ExtReMLapin <3909752+ExtReMLapin@users.noreply.github.com>
Co-authored-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

4a8a567e

[Bugfix] fixes the decoding metadata of dense mla's fp8 kvcache. (#27144) · 250fb1b8

Tao He authored Oct 22, 2025


Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>

250fb1b8

[V0 Deprecation] Remove V0 executors (#27142) · 647214f3
Nick Hill authored Oct 21, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
```
647214f3

20 Oct, 2025 2 commits

Nemotron Nano V2 VL + EVS Video Support (#27107) · e93ff6c8

Eugene Khvedchenya authored Oct 20, 2025


Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Signed-off-by: Natan Bagrov <nbagrov@nvidia.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Natan Bagrov <nbagrov@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

e93ff6c8

[LoRA] LoRA cuda graph specialization (#25914) · b63f2143

Andy Lo authored Oct 20, 2025


Signed-off-by: Andy Lo <andy@mistral.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

b63f2143

19 Oct, 2025 5 commits
- [Bugfix] Fix error with penalties when speculative decoding and structural... · f6fdacd8
  Sergei Skvortsov authored Oct 19, 2025
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[Bugfix] Fix error with penalties when speculative decoding and structural output are enabled (#26586)
Signed-off-by: southfreebird <yvorott@gmail.com>
```
  f6fdacd8
- [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) · d31f7844
  Cyrus Leung authored Oct 19, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  d31f7844
- [Chore] Separate out `vllm.utils.network_utils` (#27164) · 7a6c8c3f
  iAmir97 authored Oct 19, 2025
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Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
```
  7a6c8c3f
- [Chore] Separate out hashing utilities from vllm.utils (#27151) · 8a297115
  dongbo910220 authored Oct 19, 2025
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Signed-off-by: dongbo910220 <1275604947@qq.com>
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  8a297115
- [BugFix] Fix lazy imports involving outlines_core (#27158) · 191eed0b
  22quinn authored Oct 18, 2025
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Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
```
  191eed0b
18 Oct, 2025 7 commits

[V1][Metrics][Plugin] Add plugin support for custom `StatLoggerBase` implementations (#22456) · 83e760c5
Tova Movshovitz authored Oct 19, 2025
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Signed-off-by: tovam <tovam@pliops.com>
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83e760c5
[Minor] Add some clarifying comments to recent changes (#27130) · 3b450752
Nick Hill authored Oct 18, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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3b450752
[Chore] Clean up pytorch helper functions in `vllm.utils` (#26908) · 6ac5e06f
Isotr0py authored Oct 19, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
```
6ac5e06f
[Misc] Refactor `get_kv_cache_spec` into `AttentionLayerBase` (#26587) · b26b70be
Nicolò Lucchesi authored Oct 18, 2025
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Signed-off-by: NickLucche <nlucches@redhat.com>
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b26b70be
[fix][cpu] fix prefill attention in CPU attention backend (#27035) · ab4be40f
Fadi Arafeh authored Oct 18, 2025
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Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
```
ab4be40f

[Chore] Separate out `vllm.utils.mem_utils` (#27143) · 1d165d6d

iAmir97 authored Oct 18, 2025

Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Signed-off-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

1d165d6d

[GPT-OSS] Structure_Tag support for gpt-oss tool-call in cot (#25515) · 7c572544

Hanchenli authored Oct 17, 2025


Signed-off-by: Hanchenli <lihanc2002@gmail.com>
Signed-off-by: Hanchenli <61769611+Hanchenli@users.noreply.github.com>
Signed-off-by: Wei Wei <wwei6@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wei Wei <wwei6@meta.com>
Co-authored-by: Wei Wei <weiweinpu@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

7c572544

17 Oct, 2025 7 commits
- [V1][Spec Decode] Fix greedy temperature detection after sampler refactor (#27077) · acedc74b
  Pradyun92 authored Oct 17, 2025
```
Signed-off-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
```
  acedc74b
- [Data-parallel] Allow DP>1 for world_size > num_gpus on node (8) (#26367) · b038d9c4
  Patrick von Platen authored Oct 17, 2025
```
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Rui Qiao <ruisearch42@gmail.com>
```
  b038d9c4
- [Docs] Replace `rst` style double-backtick with `md` single-backtick (#27091) · 6c9fdbf7
  Harry Mellor authored Oct 17, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  6c9fdbf7
- [Kernel] Lazy import FlashInfer (#26977) · fec2b341
  Jee Jee Li authored Oct 17, 2025
  
  fec2b341
- [Core] Change `execute_model_with_error_logging()` to be a ctx manager (#27060) · fe3b9372
  Nick Hill authored Oct 16, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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  fe3b9372
- Remove unused imports (#26972) · 4d055ef4
  Lukas Geiger authored Oct 17, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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  4d055ef4
- [Chore] Separate out `vllm.utils.importlib` (#27022) · 4d4d6bad
  Cyrus Leung authored Oct 17, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  4d4d6bad
16 Oct, 2025 8 commits
- [small][batch invariance] Rename the env and internal flags to simplify usage (#26855) · b2f78cba
  Bram Wasti authored Oct 16, 2025
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Signed-off-by: Bram Wasti <bwasti@meta.com>
```
  b2f78cba
- [Feature] Add process_weights_after_loading to AttentionImpl (#26870) · 5afd3276
  rongfu.leng authored Oct 16, 2025
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Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
```
  5afd3276
- [Chore] Separate out `vllm.utils.collections` (#26990) · d2740faf
  Cyrus Leung authored Oct 16, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d2740faf
- [Hardware][CPU][PowerPC]Disable torch.compile() in toptopk sampling (#26987) · f7d318de
  Akash kaothalkar authored Oct 16, 2025
```
Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
```
  f7d318de
- Deepseek-v3 Batch Invariant on 8xH100 (#26609) · 7d8975de
  Bram Wasti authored Oct 15, 2025
```
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  7d8975de
- [PERF] Qwen3-next MTP speedup (change bool mask indexing to index_select /... · 785d8b64
  Vadim Gimpelson authored Oct 16, 2025
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[PERF] Qwen3-next MTP speedup (change bool mask indexing to index_select / index_copy to reduce d2h) (#26437)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
```
  785d8b64
- [Chore] Rename `utils` submodules (#26920) · f6cdc9a0
  Cyrus Leung authored Oct 16, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  f6cdc9a0
- [bugfix] Fix SP + PP without specifying compile size (#26955) · e19b16dd
  Angela Yi authored Oct 15, 2025
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Signed-off-by: angelayi <yiangela7@gmail.com>
```
  e19b16dd
15 Oct, 2025 2 commits

Move query quantization to attention layer for Flashinfer & Triton. (#26534) · 0a9ef0cf

Adrian Abeyta authored Oct 15, 2025


Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Adrian Abeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

0a9ef0cf

[Chore] Separate out `vllm.utils.async_utils` (#26913) · 828523ad
Cyrus Leung authored Oct 15, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
828523ad