Commits · c3a9752b0c11f87677e2ab918e524af7a368c664 · OpenDAS / vllm_cscc

30 Jan, 2026 1 commit
- [Hardware][SM100] Add TRTLLM Kernel for INT4 W4A16 Kernel. (#32437) · c3a9752b
  Pavani Majety authored Jan 30, 2026
```
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  c3a9752b
29 Jan, 2026 1 commit
- [NVIDIA] [feat] Integrate flashinfer Trtllmgen bf16 moe (#32954) · 0493d897
  Linda authored Jan 29, 2026
```
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
```
  0493d897
13 Jan, 2026 1 commit

[Kernel][Performance] Enable smaller Scaling Factor tiling for NVFP4 small-batch decoding (#30885) · 8ef50d9a

Roberto L. Castro authored Jan 14, 2026

Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>

8ef50d9a

10 Jan, 2026 1 commit
- Revert "[Kernels][FI] Skip trtllm attention when num_kv_heads=1 (#308… (#31617) · 1c46dea0
  shyeh25 authored Jan 11, 2026
```
Signed-off-by: shyeh25 <206795756+shyeh25@users.noreply.github.com>
```
  1c46dea0
07 Jan, 2026 1 commit

[Perf][Kernels] Enable FlashInfer DeepGEMM swapAB on SM90 (for W8A8 Linear Op) (#29213) · cc6dafae

Kate Cheng authored Jan 07, 2026


Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Jhao-Ting Chen <jhaotingc@nvidia.com>

cc6dafae

17 Dec, 2025 1 commit
- [Kernels][FI] Skip trtllm attention when num_kv_heads=1 (#30842) · a1001522
  Ye (Charlotte) Qi authored Dec 17, 2025
```
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
```
  a1001522
16 Dec, 2025 1 commit
- [Perf] Do FP4 quant before All gather on flashinfer trtllmgen MOE (#30014) · 254a7f8f
  jiahanc authored Dec 16, 2025
```
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
```
  254a7f8f
13 Dec, 2025 1 commit

[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484) · 4fa7ce46

Roberto L. Castro authored Dec 13, 2025

Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

4fa7ce46

10 Dec, 2025 1 commit
- [bug] Fix "Current vLLM config is not set." warnings when FlashInfer attention is used (#30241) · eea41804
  Po-Han Huang (NVIDIA) authored Dec 11, 2025
```
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
```
  eea41804
05 Dec, 2025 1 commit

[Attention][UX][1/N] Add AttentionConfig and change attention env vars to CLI arguments (#26315) · 66e674cd

Matthew Bonanni authored Dec 05, 2025

Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>

66e674cd

19 Nov, 2025 1 commit

[MoE] Nvfp4 Masked Gemm: Add flashinfer grouped_gemm_nt_masked (#25990) · 613abb50

Shu Wang authored Nov 19, 2025


Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

613abb50

15 Nov, 2025 1 commit
- [PERF] Remove TRTLLM Gen attn kernel limitation `max_seq_len <=131072` (#28755) · 173b356a
  Vadim Gimpelson authored Nov 15, 2025
```
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
```
  173b356a
14 Nov, 2025 1 commit

[DCP] Support Decode Context Parallel (DCP) for GQA with Flashinfer (#25438) · 4516d44b

Jingchun Gao authored Nov 14, 2025


Signed-off-by: gaojc <1055866782@qq.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Co-authored-by: gaojingchun (A) <g00955623@china.huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: QiuChunshuo <qiuchunshuo@huawei.com>

4516d44b

13 Nov, 2025 1 commit
- [Bugfix] Fix SM100 gpt-oss regression due to faulty attn sink support (#28561) · a543e678
  Michael Goin authored Nov 12, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  a543e678
08 Nov, 2025 1 commit
- [flashinfer][fix] do not check nvcc availability when using pre-downloaded cubins (#27990) · 4a36681f
  Xiaozhu Meng authored Nov 07, 2025
```
Signed-off-by: Xiaozhu <mxz297@gmail.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
```
  4a36681f
05 Nov, 2025 1 commit
- [Feature] Extend batch invariant torch.compile to B200 (#27856) · faedbb4d
  Paul Zhang authored Nov 05, 2025
```
Signed-off-by: PaulZhang12 <paulzhan@fb.com>
```
  faedbb4d
17 Oct, 2025 1 commit
- [Docs] Replace `rst` style double-backtick with `md` single-backtick (#27091) · 6c9fdbf7
  Harry Mellor authored Oct 17, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  6c9fdbf7
12 Oct, 2025 1 commit
- Update `Optional[x]` -> `x | None` and `Union[x, y]` to `x | y` (#26633) · 8fcaaf6a
  Harry Mellor authored Oct 12, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8fcaaf6a
09 Oct, 2025 3 commits
- [UX] Add FlashInfer as default CUDA dependency (#26443) · c9d33c60
  Michael Goin authored Oct 09, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  c9d33c60
- [Flashinfer][gpt-oss] Support FP8-qkv Flashinfer TRTLLM Sinks Attention (#25674) · 44f633db
  elvischenv authored Oct 10, 2025
```
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  44f633db
- [Bugfix] Enable padded FP4 quantization (#25947) · 4069db3f
  roikoren755 authored Oct 09, 2025
```
Signed-off-by: Roi Koren <roik@nvidia.com>
```
  4069db3f
07 Oct, 2025 2 commits
- [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
- [Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166) · 41f1cf38
  fxmarty-amd authored Oct 07, 2025
  
  41f1cf38
05 Oct, 2025 3 commits
- [NVIDIA] flashinfer TRTLLM attention prefill token limit (#25998) · 6b6e9877
  Jason Li authored Oct 05, 2025
```
Signed-off-by: jasonlizhengjian <jason.li@centml.ai>
Signed-off-by: jasonlizhengjian <jasonlizhengjian@gmail.com>
```
  6b6e9877
- Fix per file ruff ignores related to typing (#26254) · 1c0c6820
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  1c0c6820
- Convert formatting to use `ruff` instead of `yapf` + `isort` (#26247) · d6953beb
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6953beb
24 Sep, 2025 2 commits

Support mnnvl all2allv from Flashinfer (#21003) · 54e42b72

Shu Wang authored Sep 24, 2025


Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>

54e42b72

[Spec Decode] Enable FlashInfer Spec Decoding (#25196) · c30b405b

Benjamin Chislett authored Sep 23, 2025


Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: lhsjohn <huashuoli@tencent.com>

c30b405b

17 Sep, 2025 1 commit

[Bugfix] Refactor Flashinfer TRTLLM attention kernel selection logic (#24600) · e67a79db

elvischenv authored Sep 18, 2025


Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

e67a79db

11 Sep, 2025 1 commit
- [flashinfer] [kernel] support for fp8 kv cache for trtllm prefill attention (#24197) · e42af78b
  Xiaozhu Meng authored Sep 11, 2025
```
Signed-off-by: Xiaozhu <mxz297@gmail.com>
```
  e42af78b
26 Aug, 2025 1 commit
- [Kernel] Added flashinfer fp8 per-tensor gemms (#22895) · f66673a3
  nvjullin authored Aug 26, 2025
```
Signed-off-by: Julien Lin <jullin@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  f66673a3
22 Aug, 2025 1 commit
- add an env var for path to pre-downloaded flashinfer cubin files (#22675) · da65bec3
  Shiyan Deng authored Aug 22, 2025
  
  da65bec3
19 Aug, 2025 1 commit

[NVIDIA] Support Flashinfer TRTLLM FP8-q/kv/out Attention Kernel (#21716) · 03752dba

elvischenv authored Aug 19, 2025

Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

03752dba

16 Aug, 2025 1 commit
- [Kernel] Simplify `get_kv_cache_layout` and cache `use_trtllm_attention` env-dependent bit (#22735) · 070da660
  Nicolò Lucchesi authored Aug 16, 2025
```
Signed-off-by: NickLucche <nlucches@redhat.com>
```
  070da660
14 Aug, 2025 1 commit

[Kernel] Add nvfp4 gemm flashinfer backends (#22346) · 279a5f31

nvjullin authored Aug 15, 2025


Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

279a5f31

13 Aug, 2025 1 commit
- Force TRTLLM attention for gpt-oss on SM100 (#22678) · c6b92879
  Michael Goin authored Aug 13, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  c6b92879
08 Aug, 2025 1 commit

Support Tensorrt-LLM MoE fp4 for low-latency (#21331) · a3b9c17b

Shu Wang authored Aug 07, 2025


Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: XIn Li <xinli@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>

a3b9c17b

07 Aug, 2025 1 commit

Fix trtllm-gen attention env and add attention sink (#22378) · 9a3835aa

Lain authored Aug 06, 2025


Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Lain <fusiyuan2000@hotmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

9a3835aa

05 Aug, 2025 1 commit
- [NVIDIA] Support Flashinfer TRT-LLM Prefill Attention Kernel (#22095) · 83156c7b
  elvischenv authored Aug 05, 2025
```
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  83156c7b
01 Aug, 2025 1 commit
- [Bugfix] Check NVIDIA artifactory is accessible before using flashinfer cubin kernels (#21893) · f81c1bb0
  Michael Goin authored Aug 01, 2025
  
  f81c1bb0