Commits · 59d53066d8daed5c2e39e3bce38ac308bc80a9ae · OpenDAS / vllm_cscc

13 Feb, 2026 1 commit

[Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to... · 59d53066

Wei Zhao authored Feb 13, 2026


[Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

59d53066

12 Feb, 2026 2 commits
- [Bugfix] Remove broken raw url GGUF model loading support (#34433) · becbe248
  Isotr0py authored Feb 13, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  becbe248
- [Bugfix] Fix Sparse24 Compressed Tensors models (#33446) · e9cd6911
  Kyle Sayers authored Feb 12, 2026
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  e9cd6911
10 Feb, 2026 2 commits
- [Misc][Spec Decode] support different load config for draft model (#34022) · 6f2f59f2
  Zhengkai Zhang authored Feb 10, 2026
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Signed-off-by: zzhengkai <zzhengkai@devgpu049.ldc1.facebook.com>
Co-authored-by: zzhengkai <zzhengkai@devgpu049.ldc1.facebook.com>
```
  6f2f59f2
- [Bugfix] Sort hf_weights_files in fastsafetensors_weights_iterator to match #33491 (#34190) · 8d48d0a9
  Balaxxe authored Feb 10, 2026
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Signed-off-by: Balaxxe <136368465+jaim12005@users.noreply.github.com>
```
  8d48d0a9
09 Feb, 2026 1 commit
- [BugFix] Fix `fastsafetensors` TP all procs using all GPUs (#34070) · d9bede03
  Nick Hill authored Feb 08, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  d9bede03
06 Feb, 2026 1 commit
- [Feature] OTEL tracing during loading (#31162) · 325ab6b0
  emricksini-h authored Feb 06, 2026
  
  325ab6b0
05 Feb, 2026 2 commits

[Minor] Sort safetensors files to ensure deterministic loading order (#33491) · 42d5d705

Lumosis authored Feb 05, 2026


Signed-off-by: Lihao Ran <imlihao.ran@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

42d5d705

[Feat][RL][1/2] Native Weight Syncing API: NCCL (#31943) · c1858b7e

Aaron Hao authored Feb 05, 2026


Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: SumanthRH <sumanthrh99@gmail.com>

c1858b7e

02 Feb, 2026 1 commit
- fix memory for online fp8 quantization with streaming weight load (#31914) · 0130223b
  Vasiliy Kuznetsov authored Feb 02, 2026
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Signed-off-by: vasiliy <vasiliy@fb.com>
```
  0130223b
30 Jan, 2026 3 commits

fix QERL attention import path (#33432) · 3f96fcf6

Vasiliy Kuznetsov authored Jan 30, 2026


Signed-off-by: vasiliy <vasiliy@fb.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

3f96fcf6

[QeRL] Layerwise Reloading (#32133) · f857a03f
Kyle Sayers authored Jan 30, 2026
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
```
f857a03f

[Misc] Replace Optional[X] with X | None syntax (#33332) · 1a7894db

杨朱 · Kiki authored Jan 30, 2026


Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>

1a7894db

27 Jan, 2026 1 commit
- [5/N][Attention] Finish eliminating `vllm/attention` folder (#32064) · a608b4c6
  Matthew Bonanni authored Jan 27, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  a608b4c6
22 Jan, 2026 2 commits
- Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141) · 44f08af3
  Eldar Kurtić authored Jan 22, 2026
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Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
```
  44f08af3
- [Model] Extend `collect_children` and `no_init_weights` contexts (#32757) · 2b8a38b6
  Cyrus Leung authored Jan 22, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  2b8a38b6
20 Jan, 2026 1 commit
- [Model] Use context managers for encoder- and LM-only mode (#32605) · 4753f3bf
  Cyrus Leung authored Jan 20, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  4753f3bf
19 Jan, 2026 1 commit
- feat: spec decode with draft models (#24322) · 4a5299c9
  Tomas Ruiz authored Jan 19, 2026
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Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
```
  4a5299c9
18 Jan, 2026 1 commit

"refactor: refactor_repeated_interfaces" (#32486) · 2f03035a

tjp_zju authored Jan 18, 2026


Signed-off-by: tom-zju <tanjianpingzju1990@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

2f03035a

14 Jan, 2026 1 commit
- Consolidate Intel Quantization Toolkit Integration in vLLM (#31716) · 50632adc
  Yi Liu authored Jan 14, 2026
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Signed-off-by: yiliu30 <yi4.liu@intel.com>
```
  50632adc
11 Jan, 2026 1 commit

[FixBug] Improve exception string in `tensorizer.py` (#31680) · a34abc49

maang authored Jan 11, 2026

Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang-h <55082429+maang-h@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

a34abc49

10 Jan, 2026 1 commit
- [Core] Use weights_only=True with torch.load (#32045) · 1963245e
  Russell Bryant authored Jan 09, 2026
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
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  1963245e
09 Jan, 2026 1 commit
- [UX] Add vLLM model inspection view (#29450) · d5ec6c05
  Michael Goin authored Jan 09, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  d5ec6c05
08 Jan, 2026 1 commit

RayLLM Bugfix - Preserve obj store URL for multi engine_config creation (#30803) · 04a49669

omer-dayan authored Jan 08, 2026


Signed-off-by: Omer Dayan <omdayan@nvidia.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

04a49669

07 Jan, 2026 2 commits
- Enable quantized attention in NemotronH models (#31898) · bf184a66
  roikoren755 authored Jan 07, 2026
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Signed-off-by: Roi Koren <roik@nvidia.com>
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  bf184a66
- [Refactor][TPU] Remove torch_xla path and use tpu-inference (#30808) · e7596371
  weiyu authored Jan 07, 2026
```
Signed-off-by: Wei-Yu Lin <weiyulin@google.com>
Signed-off-by: weiyu <62784299+weiyu0824@users.noreply.github.com>
```
  e7596371
06 Jan, 2026 1 commit

[Docs] Improve malformed exception caused by backslash line continuations (#31694) · d386ab14

maang authored Jan 06, 2026


Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

d386ab14

24 Dec, 2025 1 commit
- [Chore] Remove unused `noqa`s (#31263) · aa3868ec
  Cyrus Leung authored Dec 24, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  aa3868ec
22 Dec, 2025 1 commit
- [BugFix] skip language model in Encoder (#30242) · 8f8f469b
  dengyunyang authored Dec 22, 2025
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Signed-off-by: dengyunyang <584797741@qq.com>
```
  8f8f469b
18 Dec, 2025 1 commit
- Filter safetensors files to download if .safetensors.index.json exists (#30537) · 100f93d2
  Michael Goin authored Dec 18, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  100f93d2
09 Dec, 2025 2 commits

[Model][Quantization] Restore MoE + GGUF models support (incl. Qwen3 MoE) by... · 58d5b3f5

Tsukasa OI authored Dec 09, 2025


[Model][Quantization] Restore MoE + GGUF models support (incl. Qwen3 MoE) by allowing Sideload Parameters (#30116)
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

58d5b3f5

update torchao safetensors impl (#30155) · 4b03b502
liangel-02 authored Dec 08, 2025
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Signed-off-by: Angel Li <liangel@meta.com>
```
4b03b502

08 Dec, 2025 1 commit

[Model][7/N] Improve all pooling task | Deprecation as_reward_model. Extract... · 9e77ffca

wang.yuqi authored Dec 08, 2025


[Model][7/N] Improve all pooling task | Deprecation as_reward_model. Extract hidden states prefer using new multi-vector retrieval API (#26686)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>

9e77ffca

03 Dec, 2025 1 commit
- [Bugfix][Quantization] Support BF16 tensors on GGUF (#29948) · 42c19496
  Tsukasa OI authored Dec 03, 2025
```
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
```
  42c19496
28 Nov, 2025 1 commit
- [Chore]: Reorganize model repo operating functions in `transformers_utils` (#29680) · f946a8d7
  Isotr0py authored Nov 29, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  f946a8d7
26 Nov, 2025 1 commit
- [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>
```
  430dd4d9
25 Nov, 2025 1 commit

[Feature]: Improve GGUF loading from HuggingFace user experience like repo_id:quant_type (#29137) · 794029f0

Injae Ryou authored Nov 25, 2025


Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

794029f0

22 Nov, 2025 2 commits

[Misc] Fix pre-commit (#29238) · ae668183
Cyrus Leung authored Nov 22, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
ae668183

Fix: Resolve circular import in model_loader/utils.py (#29189) · 6965a392

Nandan Vallamdasu authored Nov 22, 2025

Signed-off-by: nandan2003 <nandan.vallamdasu@outlook.com>
Signed-off-by: Nandan Vallamdasu <nandan.vallamdasu@outlook.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

6965a392

21 Nov, 2025 1 commit

Default model load/config/tokenizer to `mistral` format if relevant files exist (#28659) · 57430fc9

Julien Denize authored Nov 21, 2025


Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

57430fc9