Commits · e255d929902dcf8968541d2cbf0d18f0fe3f9c49 · OpenDAS / vllm_cscc

23 Oct, 2025 7 commits
- [Chore] Remove duplicate `has_` functions in vllm.utils (#27372) · e255d929
  Jonathan Chen authored Oct 23, 2025
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Signed-off-by: Jonathan <chenleejonathan@gmail.com>
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  e255d929
- [Model] Add num_cached_tokens for PoolingRequestOutput (#27378) · 3729ed00
  wang.yuqi authored Oct 23, 2025
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Signed-off-by: wang.yuqi <noooop@126.com>
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  3729ed00
- [V1][spec decode] return logprobs for spec decoding (#26060) · 6644796b
  Giancarlo Delfin authored Oct 22, 2025
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Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
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  6644796b
- [CORE] Support Prefix Caching with Prompt Embeds (#27219) · ff93cc8c
  Andrew Sansom authored Oct 23, 2025
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Signed-off-by: Andrew Sansom <andrew@protopia.ai>
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  ff93cc8c
- [Bugfix][Core] running queue index leakage exception (#26754) · 243ed7d3
  PiteXChen authored Oct 23, 2025
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Signed-off-by: CLFutureX <chenyongqyl@163.com>
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  243ed7d3
- [Bugfix] Fix SLA tuner initialization (#27355) · 6738e4a0
  Cyrus Leung authored Oct 23, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  6738e4a0
- [Bugfix] Fix deepseek-ocr multi-image inference and add... · 2566dca2
  Isotr0py authored Oct 23, 2025
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[Bugfix] Fix deepseek-ocr multi-image inference and add `merge_by_field_config=True` with tensor schema support (#27361)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  2566dca2
22 Oct, 2025 27 commits
- [Chore] Separate out system utilities from vllm.utils (#27201) · a0003b56
  dongbo910220 authored Oct 23, 2025
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Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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  a0003b56
- [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>
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  5beacce2
- [Feature] publisher default set zmq in kv_event config (#26915) · 8669c69a
  rongfu.leng authored Oct 23, 2025
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Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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  8669c69a
- [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
- [Model] Revert PR #26715: Restore custom PaliGemma and Gemma3-MM impl… (#27309) · e05a6754
  Luciano Martins authored Oct 22, 2025
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Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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  e05a6754
- [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
- Support Anthropic API /v1/messages Endpoint (#22627) · c9461e05
  RED authored Oct 23, 2025
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Signed-off-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  c9461e05
- [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
- [Frontend] Require flag for loading text and image embeds (#27204) · 58fab50d
  Russell Bryant authored Oct 22, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  58fab50d
- [Bugfix] Fix HF format InternVL large variants video processing (#27330) · db6f28d8
  Isotr0py authored Oct 22, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  db6f28d8
- [Bugfix] Make `get_mrope_input_positions` instance methods (#27342) · 14e2f123
  Cyrus Leung authored Oct 22, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  14e2f123
- [NIXL] use Host buffer to support TP_ratio > 1 for XPU (#27140) · 7c4767f1
  Chendi.Xue authored Oct 22, 2025
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Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
```
  7c4767f1
- [Bugfix] Add missing 'is_internal_router' attribute to FusedMoEWithLoRA (#27351) · 9771e0b4
  Jee Jee Li authored Oct 22, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  9771e0b4
- [bugfix] remove unused parameters to reduce unnecessary vram usage (#26789) · 980de31c
  Reinforce-II authored Oct 22, 2025
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Signed-off-by: Reinforce-II <fate@eastal.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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  980de31c
- [Bug] Fix DeepSeek-V2.5-1210-FP8 issue (#27267) · 1c160841
  Wentao Ye authored Oct 22, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  1c160841
- [NIXL] Terminate handshake listener thread in shutdown (#26404) · 4ca13a86
  Mark McLoughlin authored Oct 22, 2025
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
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  4ca13a86
- [Model] Upstream Deepseek-OCR model (#27247) · 675aa2ec
  Isotr0py authored Oct 22, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  675aa2ec
- [Chore] Separate out optional dependency checks from vllm.utils (#27207) · 3ae082c3
  dongbo910220 authored Oct 22, 2025
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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
- [Core] Handle MoE LoRA edge cases (#27335) · abf3db40
  Jee Jee Li authored Oct 22, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  abf3db40
- Bugfix - pass 'max_num_tokens_padded' into 'moe_lora_align_block_size' (#27311) · 8e4ca4d1
  gnovack authored Oct 22, 2025
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Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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  8e4ca4d1
- [Log] Add Warning for `LLM(data_parallel_size=k)` single-process DP Usage (#27282) · 1a0f4def
  Wentao Ye authored Oct 22, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  1a0f4def
- [Bugfix][CPU] Disable dual stream execution for experts on CPU (#27320) · 843af7f7
  Li, Jiang authored Oct 22, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
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  843af7f7
- [Frontend][3/N] Improve all pooling task | Support binary embedding response (#27066) · 1f633b86
  wang.yuqi authored Oct 22, 2025
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Signed-off-by: wang.yuqi <noooop@126.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>
```
  1f633b86
- fixed reasoning streaming with tool_choice="required" (#24108) · a4c29e6e
  ExtReMLapin authored Oct 22, 2025
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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: Chauncey <chaunceyjiang@gmail.com>
```
  a4c29e6e
- [1/N][Platform] Cleanup useless function (#26982) · f6027b28
  wangxiyuan authored Oct 22, 2025
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Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
```
  f6027b28
- [torch.compile] Enable silu_mul_fp8_quant fusion without custom ops enabled (#27146) · ab3e8004
  Jiangyun Zhu authored Oct 22, 2025
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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
```
  ab3e8004
- [Benchmark] Add plot utility for parameter sweep (#27168) · ceacedc1
  Cyrus Leung authored Oct 22, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  ceacedc1
21 Oct, 2025 6 commits

[Deepseek v3.2] Remove extra logics in indexer (#26465) · 09a7e6f6

Lain authored Oct 21, 2025


Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Lain <siyuanf@nvidia.com>
Co-authored-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

09a7e6f6

[P/D] KVConnector for decode benchmarking (#25986) · 6c2eef5a

Tyler Michael Smith authored Oct 21, 2025


Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>

6c2eef5a

[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

[Performance] Dual stream execution of "shared_experts" and "selected_experts"... · 344a0017

Alexander Matveev authored Oct 21, 2025


[Performance] Dual stream execution of "shared_experts" and "selected_experts" inside FusedMoE (#26440)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>

344a0017

[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