Commits · 543c23be789cef54bcb8facacaf7417f42fb95cf · OpenDAS / vllm_cscc

10 Jan, 2026 1 commit
- [LoRA][Perf] Improve FusedMoE LoRA performance for small rank (#32019) · 543c23be
  Xin Yang authored Jan 10, 2026
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  543c23be
06 Jan, 2026 1 commit
- [LoRA]Disable linear LoRA kernel PDL (#31777) · cbd4690a
  Jee Jee Li authored Jan 06, 2026
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  cbd4690a
05 Jan, 2026 1 commit
- [LoRA] LoRA PDL improvement (#31660) · d5503ca7
  Jee Jee Li authored Jan 05, 2026
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  d5503ca7
23 Dec, 2025 1 commit
- [Feature] Batch invariant: Lora (#30097) · a37328fc
  liuquan authored Dec 23, 2025
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Signed-off-by: quanliu <18646313696@163.com>
```
  a37328fc
18 Dec, 2025 1 commit

fused_moe_lora PDL improvements (#30716) · 5a3adf58

gnovack authored Dec 17, 2025


Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

5a3adf58

04 Dec, 2025 1 commit
- [Bugfix] Fix adapter_enabled IMA (#29977) · dd38ba3a
  Jee Jee Li authored Dec 04, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  dd38ba3a
19 Nov, 2025 1 commit
- add support for --fully-sharded-loras in fused_moe (#28761) · d69062c6
  gnovack authored Nov 19, 2025
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Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  d69062c6
18 Nov, 2025 1 commit
- [Doc]: fix typos in various files (#28863) · 083cf326
  Didier Durand authored Nov 18, 2025
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  083cf326
13 Nov, 2025 1 commit
- [XPU] Support Triton path for LoRA operations on XPU (#28511) · dbbe0c75
  Fanli Lin authored Nov 13, 2025
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Signed-off-by: Fanli Lin <fanli.lin@intel.com>
```
  dbbe0c75
11 Nov, 2025 1 commit
- Fix Fused MoE LoRA Triton kernel bug (#28450) · 7dbe6d81
  Chaojun Zhang authored Nov 11, 2025
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Signed-off-by: chaojun-zhang <chaojun.zhang@intel.com>
```
  7dbe6d81
10 Nov, 2025 1 commit
- [Kernel] Optimization of the mm_k operator. (#28280) · 40e2eeeb
  caozuoba authored Nov 11, 2025
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Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  40e2eeeb
07 Nov, 2025 1 commit
- [Kernel] LoRA triton kernels support PDL (#27402) · 21b82f4e
  Jee Jee Li authored Nov 07, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  21b82f4e
05 Nov, 2025 1 commit
- [Docs] Clean up README_TUNING.md (#28088) · 518ec6b7
  Michael Yao authored Nov 06, 2025
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Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
```
  518ec6b7
04 Nov, 2025 2 commits

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

[LoRA] Lora shrink swizzle (#27694) · 6ddae740

li2haipeng authored Nov 03, 2025


Signed-off-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com>
Signed-off-by: Haipeng Li <li2haipeng@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

6ddae740

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

01 Nov, 2025 1 commit

Adding SplitK in fused_moe_lora kernel (#27818) · 29de3cde

yugong333 authored Oct 31, 2025


Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

29de3cde

27 Oct, 2025 3 commits
- [Kernel] Enable moe LoRA kernel support FP16 (#27468) · f4e81540
  Jee Jee Li authored Oct 27, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  f4e81540
- [Kernel] Adding split_K implementation for fused_moe_lora (#27291) · 9932ed6a
  Danielle Robinson authored Oct 27, 2025
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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
- [Performance][LoRA] add context varying params to 'do_not_specialize' in fused moe lora (#27445) · a806c14c
  gnovack authored Oct 26, 2025
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Signed-off-by: gnovack <gnovack@amazon.com>
```
  a806c14c
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

18 Oct, 2025 1 commit
- [Chore] Clean up pytorch helper functions in `vllm.utils` (#26908) · 6ac5e06f
  Isotr0py authored Oct 19, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
```
  6ac5e06f
15 Oct, 2025 1 commit

[Lora]Load tuned multi-lora kernel configs from json files (#26319) · d4d1a602

li2haipeng authored Oct 15, 2025


Signed-off-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com>
Signed-off-by: Haipeng Li <li2haipeng@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

d4d1a602

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
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8fcaaf6a
05 Oct, 2025 1 commit
- Convert formatting to use `ruff` instead of `yapf` + `isort` (#26247) · d6953beb
  Harry Mellor authored Oct 05, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6953beb
23 Sep, 2025 2 commits
- Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512) · 7361ab37
  Michael Goin authored Sep 23, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  7361ab37
- [Docs] Fix griffe warnings in vllm/lora/ops (#25369) · fafbe11a
  Michael Yao authored Sep 23, 2025
```
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
```
  fafbe11a
13 Jul, 2025 1 commit
- [Refactor] Change the way of import triton (#20774) · c1acd6d7
  Wentao Ye authored Jul 12, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c1acd6d7
08 Jul, 2025 1 commit
- [xpu]feat: support multi-lora on xpu (#20616) · a4c23314
  Yan Ma authored Jul 08, 2025
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Signed-off-by: yan <yan.ma@intel.com>
```
  a4c23314
03 Jun, 2025 1 commit
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
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Signed-off-by: simon-mo <simon.mo@hey.com>
```
  02f0c7b2
15 May, 2025 1 commit

fix: typos (#18151) · a9944aab

omahs authored May 15, 2025


Signed-off-by: omahs <73983677+omahs@users.noreply.github.com>

a9944aab

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
06 May, 2025 2 commits
- [Bugfix] Fix triton import with local TritonPlaceholder (#17446) · f9bc5a06
  Mengqing Cao authored May 06, 2025
```
Signed-off-by: Mengqing Cao <cmq0113@163.com>
```
  f9bc5a06
- [Bugfix] LoRA - Retire unused maxnreg LoRA kernel argument (#17677) · 90bd2ae1
  Varun Sundar Rabindranath authored May 06, 2025
  
  90bd2ae1
04 May, 2025 1 commit
- Add full API docs and improve the UX of navigating them (#17485) · d6484ef3
  Harry Mellor authored May 04, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6484ef3
06 Apr, 2025 1 commit
- [Bugfix] LoRA : Fix the order in which the kernels process LoRAs (#16040) · 3a100b92
  Varun Sundar Rabindranath authored Apr 06, 2025
```
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
```
  3a100b92
26 Mar, 2025 1 commit

[misc] LoRA - Skip LoRA kernels when not required (#15152) · 6c663dfd

Varun Sundar Rabindranath authored Mar 25, 2025


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

6c663dfd

25 Mar, 2025 1 commit
- [Bugfix] Support triton==3.3.0+git95326d9f for RTX 5090 (Unsloth + vLLM compatibility) (#15471) · 5d8e1c92
  Antonio Gómez authored Mar 25, 2025
```
Co-authored-by: ServerAI <ai@exc-mad-ai.com>
```
  5d8e1c92
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