Commits · 77bec956b3fcbc4f758fb9a5a1e2798c6f53df62 · OpenDAS / vllm_cscc

08 Jan, 2026 1 commit
- V1 采样器：新增 reduced top-k/top-p 采样路径 · 17f59521
  laibao authored Jan 08, 2026
  
  17f59521
07 Jan, 2026 1 commit

perf: 加速 v1 InputBatch.add_request 的 token_ids 拷贝 · 8da572a9

laibao authored Jan 07, 2026

新增环境变量开关 VLLM_V1_FAST_TOKEN_ID_COPY（默认关闭）。开启后在 CachedRequestState 中缓存 prompt_token_ids 的 np.int32，并在 add_request 里用 np.copyto 写入 token_ids_cpu，避免长 prompt 场景反复 list->NumPy 转换开销（尤其是抢占/反复进出 batch 时）

8da572a9

25 Sep, 2025 1 commit
- [Bugfix] fix apply_temperature to avoid nan in probs (#24734) · a676e668
  courage17340 authored Sep 25, 2025
```
Signed-off-by: courage17340 <courage17340@163.com>
```
  a676e668
19 Sep, 2025 1 commit

[CORE] Prompt Embeddings Support for v1 Engine (#24278) · 9a4600e4

Andrew Sansom authored Sep 18, 2025


Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

9a4600e4

18 Sep, 2025 1 commit
- [Spec Decode] Efficient padded speculation (#24539) · b7433ca1
  Benjamin Chislett authored Sep 18, 2025
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Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  b7433ca1
12 Sep, 2025 1 commit
- [Multimodal] Remove legacy multimodal fields in favor of MultiModalFeatureSpec (#24548) · 0377802c
  Flora Feng authored Sep 12, 2025
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Signed-off-by: sfeng33 <4florafeng@gmail.com>
```
  0377802c
11 Sep, 2025 1 commit
- Add the support for the qwen3 next model (a hybrid attention model). (#24526) · e93f4cc9
  Tao He authored Sep 11, 2025
```
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  e93f4cc9
08 Sep, 2025 1 commit

[Sampler] Support returning all prompt logprobs (#23868) · b3d7e3c8

Xingyu Liu authored Sep 07, 2025


Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

b3d7e3c8

07 Sep, 2025 1 commit
- fix precision issue in mtp · 9ebe3034
  zhuwenwen authored Sep 07, 2025
  
  9ebe3034
06 Sep, 2025 1 commit
- [Perf][V1] Fully overlap model execution (#23569) · cee182b2
  Benjamin Chislett authored Sep 05, 2025
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Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
```
  cee182b2
03 Sep, 2025 1 commit
- fix some typos (#24071) · 1bd007f2
  co63oc authored Sep 03, 2025
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Signed-off-by: co63oc <co63oc@users.noreply.github.com>
```
  1bd007f2
02 Sep, 2025 1 commit
- Remove runtime checks based on pooling params (#24051) · d59c9864
  Maximilien de Bayser authored Sep 02, 2025
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
```
  d59c9864
27 Aug, 2025 1 commit
- [Docs] Fix warnings in `mkdocs build` (continued) (#23743) · 4e4d017b
  Hyogeun Oh (오효근) authored Aug 28, 2025
```
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
```
  4e4d017b
25 Aug, 2025 1 commit

[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

23 Aug, 2025 1 commit
- [BugFix] Fix batch updates for pooling models (#23398) · c80c53a3
  Nick Hill authored Aug 22, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  c80c53a3
21 Aug, 2025 2 commits
- [Misc] Misc code cleanup/simplification (#23304) · 603fbbbc
  Nick Hill authored Aug 21, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  603fbbbc
- [Performance] V1 Pooling Models E2E Performance Optimization (#23162) · d70a1662
  wang.yuqi authored Aug 21, 2025
```
Signed-off-by: wang.yuqi <noooop@126.com>
```
  d70a1662
18 Aug, 2025 1 commit
- [Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) · 27e8d1ea
  Cyrus Leung authored Aug 18, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  27e8d1ea
17 Aug, 2025 1 commit
- [Refactor] Defer tensor data construction in MultiModalKwargs (#23030) · 5c32143b
  Cyrus Leung authored Aug 17, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  5c32143b
16 Aug, 2025 1 commit

[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

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
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  19b927e5
04 Aug, 2025 1 commit
- [Sampler] Support returning all logprobs or logits (#21792) · 54de71d0
  22quinn authored Aug 04, 2025
```
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
```
  54de71d0
23 Jul, 2025 1 commit
- [Sampler] Introduce logprobs mode for logging (#21398) · accac829
  Lu Fang authored Jul 23, 2025
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Signed-off-by: Lu Fang <lufang@fb.com>
```
  accac829
18 Jul, 2025 1 commit
- [Core] Set pooling params based on task and model (#21128) · 45badd05
  Cyrus Leung authored Jul 18, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  45badd05
02 Jul, 2025 1 commit

[V1] LogitsProcessor programming model (#16728) · 48fb076c

afeldman-nm authored Jul 02, 2025


Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>

48fb076c

23 Jun, 2025 1 commit
- [Bugfix][v1] Fix step pooler implementation and step pooling usage in v1 (#19956) · 61f4fc5d
  Isotr0py authored Jun 24, 2025
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Signed-off-by: Isotr0py <2037008807@qq.com>
```
  61f4fc5d
19 Jun, 2025 1 commit

Support embedding models in V1 (#16188) · 799397ee

Maximilien de Bayser authored Jun 19, 2025


Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>

799397ee

18 Jun, 2025 1 commit
- [V1] Decouple GPU and TPU `InputBatch` (#19778) · 19a53b27
  afeldman-nm authored Jun 18, 2025
```
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
```
  19a53b27
10 Jun, 2025 1 commit
- [Core] Use tuple for kv cache group block ids (#19175) · 646d62f6
  Nick Hill authored Jun 09, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  646d62f6
03 Jun, 2025 2 commits
- [v1] Re-init input batch for multiple kv cache groups (#18654) · 6cac54f4
  Chen Zhang authored Jun 04, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  6cac54f4
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
```
Signed-off-by: simon-mo <simon.mo@hey.com>
```
  02f0c7b2
23 May, 2025 1 commit
- [v1] Redo "Support multiple KV cache groups in GPU model runner (#17945)" (#18593) · 6550114c
  Chen Zhang authored May 24, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  6550114c
21 May, 2025 1 commit
- Revert "[v1] Support multiple KV cache groups in GPU model runner (#17945) (#18459) · bb0a3112
  Mark McLoughlin authored May 21, 2025
```
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
```
  bb0a3112
15 May, 2025 1 commit
- [v1] Support multiple KV cache groups in GPU model runner (#17945) · e60f550b
  Chen Zhang authored May 15, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  e60f550b
10 May, 2025 1 commit
- [v1] Pass BlockTable and KVCacheSpec to AttentionMetadataBuilders (#17483) · 950751a9
  Chen Zhang authored May 11, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  950751a9
26 Apr, 2025 1 commit
- [Core] Remove prompt string from engine core data structures (#17214) · df6f3ce8
  Nick Hill authored Apr 25, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  df6f3ce8
01 Apr, 2025 1 commit
- [V1][Spec Decode] Implement Eagle Proposer [1/N] (#15729) · e75a6301
  Woosuk Kwon authored Apr 01, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  e75a6301
28 Mar, 2025 1 commit
- [Misc] Remove unused utils and clean up imports (#15708) · c6bc0034
  Cyrus Leung authored Mar 29, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  c6bc0034
24 Mar, 2025 1 commit
- [V1] Aggregate chunked prompt logprobs in model runner (#14875) · 3aee6573
  Nick Hill authored Mar 24, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  3aee6573
16 Mar, 2025 1 commit
- [BugFix][V1] Fix overhead related to bad_words sampling when not in use (#14894) · fc1f6771
  Nick Hill authored Mar 16, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  fc1f6771