Commits · ce6a199ecc0996254efcf6fe532c40d9b9432922 · OpenDAS / vllm_cscc

23 Apr, 2026 1 commit

[Bugfix] Make Attention Backend Auto-Selection Batch-Invariance-Aware (#40193) · b7a26050

Srreyansh Sethi authored Apr 23, 2026


Signed-off-by: Srreyansh Sethi <srreyansh.sethi@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

b7a26050

22 Apr, 2026 2 commits

[Bugfix][Torch 2.12] Fix batch_invariant test with allow_override for torch 2.12 upgrade (#40562) · 22fa63cf
Lucas Kabela authored Apr 22, 2026
```
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
```
22fa63cf

[Refactor] Clean up log once `scope="local"` (#40540) · 8f87eb46

Wentao Ye authored Apr 22, 2026

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>

8f87eb46

18 Apr, 2026 1 commit
- Added general ND x ND matmul and unit test for it (#39909) · b5f6c5f8
  Yusuf Mohammad authored Apr 18, 2026
```
Signed-off-by: Yusuf <yusufmohammad@live.com>
```
  b5f6c5f8
03 Apr, 2026 1 commit

[Bugfix] Fix AWQ models batch invariance issues (#38670) · 46f02e00

Yusuf Mohammad authored Apr 03, 2026


Signed-off-by: yusuf <yusuf@deeplearningmachine.mynet>
Signed-off-by: <>
Co-authored-by: yusuf <yusuf@deeplearningmachine.mynet>

46f02e00

02 Apr, 2026 1 commit

[Bugfix] Enable batch-invariant Triton matmul on all Ampere GPUs (SM 8x) (#38427) · 16a65e41

Yusuf Mohammad authored Apr 02, 2026


Signed-off-by: yusuf <yusufmohammad@live.com>
Signed-off-by: yusuf <yusuf@deeplearningmachine.mynet>
Signed-off-by: Yusuf Mohammad <79484377+YM2132@users.noreply.github.com>
Signed-off-by: <>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: yusuf <yusuf@deeplearningmachine.mynet>

16a65e41

23 Mar, 2026 1 commit

[Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007) · dc6908ac

Ranran authored Mar 23, 2026


Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

dc6908ac

25 Feb, 2026 1 commit
- [Platform] Add current_platform.num_compute_units interface (#35042) · 8ad54a99
  Kunshang Ji authored Feb 25, 2026
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
```
  8ad54a99
08 Feb, 2026 1 commit
- [Release 2.10] Update to Torch 2.10 - final release (#30525) · f97ca671
  Andrey Talman authored Feb 08, 2026
  
  f97ca671
04 Feb, 2026 1 commit
- [Feature] Enable `TRITON_ATTN` for Batch Invariance (#33688) · 45f8fd6f
  Frank Wang authored Feb 03, 2026
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Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
```
  45f8fd6f
30 Jan, 2026 1 commit

Disable Cascade Attention for Batch Invariance (#32561) · 8f5d5120

Frank Wang authored Jan 30, 2026

Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

8f5d5120

09 Jan, 2026 1 commit
- [1/N][Attention] Restructure attention: move files (#31916) · 2612ba92
  Matthew Bonanni authored Jan 09, 2026
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  2612ba92
18 Dec, 2025 1 commit

[Bug] Fix batch invariant in torch 2.10 (#30907) · 66287582

Wentao Ye authored Dec 18, 2025


Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

66287582

15 Dec, 2025 1 commit

Update batch invariant to use attention config (#30704) · 60dbf7d8

Matthew Bonanni authored Dec 15, 2025


Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

60dbf7d8

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

09 Dec, 2025 2 commits
- [Feature] Batch-Invariant Support for FA2 and LoRA (#30018) · 5dcd593b
  liuquan authored Dec 09, 2025
```
Signed-off-by: quanliu <18646313696@163.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  5dcd593b
- [Feature] Batch invariant: Enable `TRITON_MLA` without prefix-caching (#29125) · d9417096
  Wentao Ye authored Dec 08, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  d9417096
26 Nov, 2025 1 commit

[Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345) · 0b0aa874

Wentao Ye authored Nov 26, 2025

0b0aa874

25 Nov, 2025 1 commit
- [UX] Raise error for attn backend of batch invariant (#29348) · 699bca76
  Wentao Ye authored Nov 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  699bca76
22 Nov, 2025 1 commit

[tiny] Remove unsupported TRITON_MLA backend from batch invariance (#28832) · 5f7209a7

Bram Wasti authored Nov 22, 2025


Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

5f7209a7

21 Nov, 2025 1 commit
- [Bug] Fix torch warning of tf32 usage (#29112) · e1eefa4c
  Wentao Ye authored Nov 20, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  e1eefa4c
20 Nov, 2025 1 commit
- [Bug] Fix torch dynamo warning Dynamo detected a call to a `functools.lru_cache` (#29038) · 2c52c7fd
  Wentao Ye authored Nov 20, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  2c52c7fd
19 Nov, 2025 1 commit
- [Bug] Fix Batch Invariant MLA test (#28967) · 1607e664
  Wentao Ye authored Nov 19, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  1607e664
18 Nov, 2025 1 commit
- [Refactor] Remove Unused Func in Batch Invariant (#28881) · 3ddcf460
  Wentao Ye authored Nov 17, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  3ddcf460
12 Nov, 2025 1 commit
- [Core] Cache `vllm_is_batch_invariant` (#28304) · ac0bb2c3
  Lukas Geiger authored Nov 12, 2025
```
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  ac0bb2c3
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
04 Nov, 2025 1 commit
- [Bug] Batch invariant: Fix flash attn MLA `RuntimeError: scheduler_metadata... · 7e4be741
  Wentao Ye authored Nov 04, 2025
```
[Bug] Batch invariant: Fix flash attn MLA `RuntimeError: scheduler_metadata must have shape (metadata_size)` (#27884)
```
  7e4be741
30 Oct, 2025 2 commits

[Feature] Batch invariant torch.compile (#27660) · e7acb200

Paul Zhang authored Oct 30, 2025


Signed-off-by: PaulZhang12 <paulzhan@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

e7acb200

Add more dims for batch invariant shims (#27489) · ded8ada8

Bram Wasti authored Oct 30, 2025

Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

ded8ada8

28 Oct, 2025 1 commit
- [Test] Batch Invariant: Unit test using parameterized backend (#27478) · 6afc28a9
  Wentao Ye authored Oct 28, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  6afc28a9
21 Oct, 2025 1 commit
- [Feature] Batch Invariant for R1 TP 8 on Blackwell (#27229) · 86ed7702
  Wentao Ye authored Oct 21, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  86ed7702
19 Oct, 2025 1 commit
- output type conversion fix (#27159) · 221bf725
  Jianyu Huang authored Oct 19, 2025
  
  221bf725
16 Oct, 2025 2 commits
- [small][batch invariance] Rename the env and internal flags to simplify usage (#26855) · b2f78cba
  Bram Wasti authored Oct 16, 2025
```
Signed-off-by: Bram Wasti <bwasti@meta.com>
```
  b2f78cba
- Deepseek-v3 Batch Invariant on 8xH100 (#26609) · 7d8975de
  Bram Wasti authored Oct 15, 2025
```
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  7d8975de
13 Oct, 2025 1 commit
- [unrevert] Add batch invariant kernel override for FlashInfer backend [2/n] (#26373) · 32637990
  Bram Wasti authored Oct 13, 2025
```
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
```
  32637990
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
05 Oct, 2025 2 commits
- Fix per file ruff ignores related to simplification (#26259) · b893d661
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  b893d661
- 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
04 Oct, 2025 2 commits
- Revert "Add batch invariant kernel override for FlashInfer backend [2/n]" (#26220) · 1838cd48
  Cyrus Leung authored Oct 04, 2025
  
  1838cd48
- Add batch invariant kernel override for FlashInfer backend [2/n] (#25769) · 2f7dbc9b
  Bram Wasti authored Oct 03, 2025
```
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  2f7dbc9b