Commits · da364615fcc42306c73401f22f57b0c1f8226efb · OpenDAS / vllm_cscc

08 Oct, 2025 24 commits

[Kernels] Modular kernel refactor (#24812) · da364615
bnellnm authored Oct 08, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
da364615
[Bugfix] Respect min_tokens in scheduler stop check (#26317) · f08919b7
Elaine Zhao authored Oct 08, 2025
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Signed-off-by: Elaine Zhao <elaineyz@amazon.com>
```
f08919b7
[Models] Improve iteration over layers (#26425) · 93f2c0aa
Lukas Geiger authored Oct 08, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
93f2c0aa
[Kernel] Centralize platform kernel import in `current_platform.import_kernels` (#26286) · 4ebc9108
Nicolò Lucchesi authored Oct 08, 2025
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Signed-off-by: NickLucche <nlucches@redhat.com>
```
4ebc9108

Morrison Turnansky authored Oct 08, 2025


[BugFix] Fix failing test quantization/test_compressed_tensors.py::test_compressed_tensors_fp8_block_enabled (#26436)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>

e1ba2356

[Bugfix][Flashinfer] fix VLLM_USE_TRTLLM_ATTENTION issue for models with diff... · b82f4307

elvischenv authored Oct 09, 2025


[Bugfix][Flashinfer] fix VLLM_USE_TRTLLM_ATTENTION issue for models with diff hyperparameters (#25924)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>

b82f4307

[Attention] Implement universal BACKEND_MAP (#25900) · 76879cc1
Matthew Bonanni authored Oct 08, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
76879cc1

[Feature] Change cache.py with pydantic validation (#26390) · b25d7b56

Vinay R Damodaran authored Oct 08, 2025

Signed-off-by: Vinay Damodaran <vrdn@hey.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

b25d7b56

Remove Python 3.9 support ahead of PyTorch 2.9 in v0.11.1 (#26416) · e09d1753
Harry Mellor authored Oct 08, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
e09d1753

[Bugfix] Fix `vllm bench ...` on CPU-only head nodes (#25283) · 76afe4ed

Aydin Abiar authored Oct 08, 2025

Signed-off-by: Aydin Abiar <aydin@anyscale.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

76afe4ed

[Refactor] Refactor FP8 & INT8 Quant Folder inside `w8a8` (#25293) · 241b4cfe

Wentao Ye authored Oct 08, 2025


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Co-authored-by: Aidyn-A <31858918+Aidyn-A@users.noreply.github.com>
Co-authored-by: Huamin Li <3ericli@gmail.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Hosang <156028780+hyoon1@users.noreply.github.com>
Co-authored-by: Jerry Zhang <jerryzh168@gmail.com>
Co-authored-by: pwschuurman <psch@google.com>
Co-authored-by: Huy Do <huydhn@gmail.com>
Co-authored-by: leo-pony <nengjunma@outlook.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Andrew Xia <axia@meta.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: ahao-anyscale <ahao@anyscale.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
Co-authored-by: HUIJONG JEONG <64083281+huijjj@users.noreply.github.com>
Co-authored-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
Co-authored-by: kyt <eluban4532@gmail.com>
Co-authored-by: Egor <e.a.krivov@gmail.com>
Co-authored-by: Yang Liu <127183760+KKSK-DON@users.noreply.github.com>
Co-authored-by: Paul Pak <52512091+paulpak58@users.noreply.github.com>
Co-authored-by: whx <56632993+whx-sjtu@users.noreply.github.com>
Co-authored-by: Xiang Si <sixiang@google.com>
Co-authored-by: Aleksandr Samarin <samarin_ad@mail.ru>
Co-authored-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nikhil G <nrghosh@users.noreply.github.com>

241b4cfe

Tidy `vllm/config/__init__.py` to only add classes and functions (#26405) · 2f99f2f5
Harry Mellor authored Oct 08, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
2f99f2f5
[Model] Allow passing custom number of max tiles to Nano 2 VL (#26403) · f9582fd8
Eugene Khvedchenya authored Oct 08, 2025
```
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
```
f9582fd8
[Misc] add `usedforsecurity=False` in md5 hash call (#26357) · f377333b
Daniele authored Oct 08, 2025
```
Signed-off-by: Daniele Trifirò <dtrifiro@redhat.com>
```
f377333b

[Feature] Enable E8M0 by Default on Hopper for DeepGEMM, 5% E2E throughput improvement (#26197) · f8607863

Wentao Ye authored Oct 08, 2025

Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

f8607863

[TPU] Rename tpu_commons to tpu_inference (#26279) · 335b28f7

Utkarsh Sharma authored Oct 08, 2025


Signed-off-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>

335b28f7

fix[DP][v1]: Prevent hangs from mismatched worker configurations (#26218) · 5e65d6b2
Ayush Satyam authored Oct 08, 2025
```
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
```
5e65d6b2
[Bugfix] Incorrect MM data format in `vllm bench throughput` (#26395) · 0d4f48fa
Cyrus Leung authored Oct 08, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
0d4f48fa

Add gather_indexer_k_quant_cache kernel (#25931) · 127c8b78

Barry Kang authored Oct 08, 2025


Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>

127c8b78

fix(v1/kv_cache): resolve async KV transfer bug in cascade attention (#23485) · cd989054
Ayush Satyam authored Oct 08, 2025
```
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
```
cd989054
[Core] Simplify setting new_token_ids in CachedRequestData (#26388) · 067da2d1
Nick Hill authored Oct 07, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
067da2d1
Add SwigluOAI implementation for CPUFusedMOE (#26347) · 046118b9
isharif168 authored Oct 08, 2025
```
Signed-off-by: Sharif Inamdar <sharif.inamdar@arm.com>
```
046118b9
[torchao] safetensors integration (#25969) · b32260ab
liangel-02 authored Oct 07, 2025
```
Signed-off-by: Angel Li <liangel@meta.com>
```
b32260ab
[Misc] Clean up cruft from previous FlashMLA sparse implementation (#26125) · f80e7866
Lucas Wilkinson authored Oct 07, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
f80e7866

07 Oct, 2025 16 commits

Revert #24446 and #26168 (#26332) · 31a4b3e6
Thomas Parnell authored Oct 08, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
31a4b3e6

[Bugfix] Fix MTP+FlashInfer crash when trtllm kernels are available but disabled (#26361) · caf8b1c0

Benjamin Chislett authored Oct 07, 2025

Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

caf8b1c0

[Spec Decode] Enable efficient speculative decoding with FlashInfer-MLA (#25984) · 3d1f6761
Benjamin Chislett authored Oct 07, 2025
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
3d1f6761

[V1] Logit processors for rejection sampler (#19482) · 6ebaf43e

Sergei Skvortsov authored Oct 07, 2025


Signed-off-by: southfreebird <yvorott@gmail.com>
Signed-off-by: Sergei Skvortsov <sergeyskv@nebius.com>
Signed-off-by: Sergei Skvortsov <yvorott@gmail.com>
Co-authored-by: Sergei Skvortsov <sergeyskv@nebius.com>
Co-authored-by: Nick Hill <nhill@redhat.com>

6ebaf43e

[Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in... · 0c824fc4

Morrison Turnansky authored Oct 07, 2025


[Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops (#26113)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>