Commits · 8cd174fa358326d5cc4195446be2ebcd65c481ce · OpenDAS / vllm_cscc

26 Apr, 2026 1 commit
- [LoRA] MoE LoRA Refactor (#40338) · 8cd174fa
  Jee Jee Li authored Apr 26, 2026
  
  8cd174fa
13 Apr, 2026 1 commit
- [LoRA] Support dual CUDA streams-Linear Layer (#35721) · 715681c1
  Jee Jee Li authored Apr 13, 2026
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  715681c1
27 Feb, 2026 1 commit
- use 'max_active_experts' for moe lora input size (#33197) · a532c838
  gnovack authored Feb 26, 2026
```
Signed-off-by: gnovack <gnovack@amazon.com>
```
  a532c838
26 Feb, 2026 1 commit
- [XPU][8/N] Fix kernel bugs in XPU LoRA and MOE LORA (#34115) · 9f9a675b
  Chaojun Zhang authored Feb 26, 2026
```
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
```
  9f9a675b
12 Feb, 2026 1 commit
- [Bug Fix] Fix `naive_block_assignment` always defaulting to False due to arg misalignment (#33848) · e1d97c38
  Runkai Tao authored Feb 11, 2026
```
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
```
  e1d97c38
02 Feb, 2026 2 commits

Reduce the kernel overhead when num of active loras is smaller than max... · ffe1fc7a

yugong333 authored Feb 02, 2026


  Reduce the kernel overhead when num of active loras is smaller than max loras. Multiple cuda graphs are captured for each num of active-loras. (#32005)
Signed-off-by: Yu Gong <yu3.gong@gmail.com>

ffe1fc7a

Add unpermute-aware fused MoE LoRA path (#32655) · 7320ca39
Runkai Tao authored Feb 01, 2026
```
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
```
7320ca39

07 Jan, 2026 1 commit

[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

30 Dec, 2025 1 commit
- Add Loraconfig parameter to get_punica_wrapper function (#31408) · f84bf7d7
  ZT-AIA authored Dec 30, 2025
```
Signed-off-by: ZT-AIA <1028681969@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  f84bf7d7
27 Nov, 2025 1 commit
- [Doc]: fixing typos in diverse files (#29492) · 66d3d542
  Didier Durand authored Nov 27, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  66d3d542
22 Nov, 2025 1 commit
- [LoRA] Cleanup FusedMoEWithLoRA (#29187) · 1489902b
  Jee Jee Li authored Nov 22, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  1489902b
21 Nov, 2025 1 commit
- [LoRA][2/2]Remove LoRA extra vocab (#28545) · 9875be64
  Jee Jee Li authored Nov 21, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  9875be64
19 Nov, 2025 1 commit
- add support for --fully-sharded-loras in fused_moe (#28761) · d69062c6
  gnovack authored Nov 19, 2025
```
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  d69062c6
08 Nov, 2025 1 commit

[Bugfix][LoRA][Spec Decode] Support LoRA with speculative decoding (#21068) · d0c77920

Xiaohong (Sean) Chen authored Nov 07, 2025

Signed-off-by: Sean Chen <xiaohong_chen1991@hotmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Danielle Robinson <dcmaddix@gmail.com>
Co-authored-by: Haipeng Li <li2haipeng@gmail.com>
Co-authored-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com>

d0c77920

04 Nov, 2025 1 commit
- Load tuned fused_moe_lora shrink and expand kernel configs separately (#27435) · 2ec401bc
  yugong333 authored Nov 04, 2025
```
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  2ec401bc
03 Nov, 2025 1 commit

Early exit for MoE LoRA kernels (#27131) · 294c805f

gnovack authored Nov 03, 2025


Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

294c805f

27 Oct, 2025 2 commits

[Misc] Clean up utils (#27552) · 7c2bdb83
Cyrus Leung authored Oct 27, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
7c2bdb83

[Kernel] Adding split_K implementation for fused_moe_lora (#27291) · 9932ed6a

Danielle Robinson authored Oct 27, 2025


Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Danielle Robinson <dcmaddix@gmail.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

9932ed6a

22 Oct, 2025 1 commit
- Bugfix - pass 'max_num_tokens_padded' into 'moe_lora_align_block_size' (#27311) · 8e4ca4d1
  gnovack authored Oct 22, 2025
```
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  8e4ca4d1
21 Oct, 2025 1 commit

[Feature][Kernel]FusedMoE LoRA (#21229) · 5f6cbf60

Chen Wu authored Oct 21, 2025


Signed-off-by: wuchen <cntryroa@gmail.com>
Signed-off-by: banjuede <lmklhc@163.com>
Signed-off-by: Chen Wu <cntryroa@gmail.com>
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: wuchen <wuchen@zetyun.com>
Co-authored-by: Nathan Van Gheem <vangheem@gmail.com>
Co-authored-by: banjuede <lmklhc@163.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>

5f6cbf60

20 Oct, 2025 1 commit

[LoRA] LoRA cuda graph specialization (#25914) · b63f2143

Andy Lo authored Oct 20, 2025


Signed-off-by: Andy Lo <andy@mistral.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

b63f2143

17 Oct, 2025 1 commit
- [Chore] Separate out `vllm.utils.importlib` (#27022) · 4d4d6bad
  Cyrus Leung authored Oct 17, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  4d4d6bad
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
10 Oct, 2025 1 commit

Remove LoRA bias support (#25807) · ab196ede

Ashwin Phadke authored Oct 10, 2025


Signed-off-by: Ashwin Phadke <ashwinphadke12@rediffmail.com>
Signed-off-by: Ashwin Phadke <23502062+ashwin-phadke@users.noreply.github.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

ab196ede

05 Oct, 2025 1 commit
- 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
25 Sep, 2025 1 commit
- [V0 deprecation] Clean up LoRA (#25686) · 0fa673af
  Jee Jee Li authored Sep 26, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  0fa673af
22 Sep, 2025 1 commit
- [TPU] Deprecate `xm.mark_step` in favor of ``torch_xla.sync` (#25254) · 4cf71cc8
  Nicolò Lucchesi authored Sep 22, 2025
```
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
```
  4cf71cc8
03 Sep, 2025 1 commit
- [XPU] Fix the bug of LoRA logits on the XPU platform (#24081) · 862f2ef8
  Chaojun Zhang authored Sep 03, 2025
```
Signed-off-by: chzhang <chaojun.zhang@intel.com>
```
  862f2ef8
28 Jul, 2025 1 commit

[XPU] IPEX-optimized Punica Wrapper on XPU (#21703) · ec261b02

Chaojun Zhang authored Jul 29, 2025


Signed-off-by: chzhang <chaojun.zhang@intel.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

ec261b02

19 Jul, 2025 1 commit
- [V0 deprecation] Remove long context LoRA (#21169) · 1eaff278
  Jee Jee Li authored Jul 19, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  1eaff278
17 Jul, 2025 1 commit
- [V0 deprecation] Remove V0 HPU backend (#21131) · 4de71463
  Woosuk Kwon authored Jul 17, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  4de71463
12 Jun, 2025 1 commit
- [CI] change spell checker from codespell to typos (#18711) · 2f1c19b2
  Ning Xie authored Jun 12, 2025
```
Signed-off-by: Andy Xie <andy.xning@gmail.com>
```
  2f1c19b2
03 Jun, 2025 1 commit
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
```
Signed-off-by: simon-mo <simon.mo@hey.com>
```
  02f0c7b2
28 May, 2025 1 commit

[Hardware][TPU][V1] Multi-LoRA Optimisations for the V1 TPU backend (#15655) · 643622ba

Akshat Tripathi authored May 28, 2025


Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Signed-off-by: xihajun <junfan@krai.ai>
Signed-off-by: Jorge de Freitas <jorge.de-freitas22@imperial.ac.uk>
Signed-off-by: Jorge de Freitas <jorge@krai.ai>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: xihajun <junfan@krai.ai>
Co-authored-by: Jorge de Freitas <jorge.de-freitas22@imperial.ac.uk>
Co-authored-by: Jorge de Freitas <jorge@krai.ai>

643622ba

14 May, 2025 1 commit
- Update deprecated type hinting in `vllm/lora` (#18128) · 9b5b39b6
  Harry Mellor authored May 14, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  9b5b39b6
07 May, 2025 1 commit

[Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend (#14238) · c20ef40f

Akshat Tripathi authored May 07, 2025


Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>

c20ef40f

30 Apr, 2025 1 commit
- [Fix] Support passing args to logger (#17425) · da4e7687
  Aaron Pham authored Apr 30, 2025
```
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
```
  da4e7687
25 Mar, 2025 1 commit
- [Misc] Remove LoRA log (#15388) · 6db94571
  Jee Jee Li authored Mar 25, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  6db94571
22 Mar, 2025 1 commit
- [Bugfix] LoRA V0 - Fix case where `max_num_seqs` is between cudagraph capture sizes (#15308) · 8a8b30ea
  Varun Sundar Rabindranath authored Mar 22, 2025
```
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
```
  8a8b30ea
18 Mar, 2025 1 commit

[Kernels] LoRA - Retire SGMV and BGMV Kernels (#14685) · 400d483e

Varun Sundar Rabindranath authored Mar 18, 2025


Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>

400d483e