Commits · df44df01431e8af444222addddd2789c0483d70a · OpenDAS / vllm_cscc

20 Nov, 2025 1 commit
- [Bugfix] Fix precision loss in LoRA-wrapped RowParallelLinear by fusing bias into GEMM (#28972) · 0cca9b4d
  prashanth058 authored Nov 19, 2025
```
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
```
  0cca9b4d
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
18 Nov, 2025 1 commit
- [Doc]: fix typos in various files (#28863) · 083cf326
  Didier Durand authored Nov 18, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  083cf326
14 Nov, 2025 1 commit
- [Docs] Update the name of `Transformers backend` -> `Transformers modeling backend` (#28725) · 5f3cd7f7
  Harry Mellor authored Nov 14, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  5f3cd7f7
13 Nov, 2025 1 commit
- [XPU] Support Triton path for LoRA operations on XPU (#28511) · dbbe0c75
  Fanli Lin authored Nov 13, 2025
```
Signed-off-by: Fanli Lin <fanli.lin@intel.com>
```
  dbbe0c75
11 Nov, 2025 2 commits
- [Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064) · a1448b4b
  bnellnm authored Nov 11, 2025
  
  a1448b4b
- Fix Fused MoE LoRA Triton kernel bug (#28450) · 7dbe6d81
  Chaojun Zhang authored Nov 11, 2025
```
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
```
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  40e2eeeb
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

07 Nov, 2025 1 commit
- [Kernel] LoRA triton kernels support PDL (#27402) · 21b82f4e
  Jee Jee Li authored Nov 07, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  21b82f4e
06 Nov, 2025 1 commit

[BugFix] Fix FusedMoELoRA + ModularKernel Integration (#28237) · ca6f755d

Varun Sundar Rabindranath authored Nov 06, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

ca6f755d

05 Nov, 2025 1 commit
- [Docs] Clean up README_TUNING.md (#28088) · 518ec6b7
  Michael Yao authored Nov 06, 2025
```
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
```
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 2 commits
- 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
- [Kernel] Enable FusedMoEModularKernel support bias (#27754) · bc4486d6
  Jee Jee Li authored Nov 01, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  bc4486d6
27 Oct, 2025 4 commits
- [Kernel] Enable moe LoRA kernel support FP16 (#27468) · f4e81540
  Jee Jee Li authored Oct 27, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  f4e81540
- [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
- [Performance][LoRA] add context varying params to 'do_not_specialize' in fused moe lora (#27445) · a806c14c
  gnovack authored Oct 26, 2025
```
Signed-off-by: gnovack <gnovack@amazon.com>
```
  a806c14c
23 Oct, 2025 1 commit
- [Chore] Separate out `vllm.utils.platform_utils.py` (#27374) · ca76486a
  Jonathan Chen authored Oct 23, 2025
```
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
```
  ca76486a
22 Oct, 2025 3 commits
- [Bugfix] Add missing 'is_internal_router' attribute to FusedMoEWithLoRA (#27351) · 9771e0b4
  Jee Jee Li authored Oct 22, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  9771e0b4
- [Core] Handle MoE LoRA edge cases (#27335) · abf3db40
  Jee Jee Li authored Oct 22, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  abf3db40
- 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

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
17 Oct, 2025 2 commits
- [Bugfix] Fix ReplicatedLinearWithLoRA (#27065) · 87bc0c49
  Jee Jee Li authored Oct 17, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  87bc0c49
- [Chore] Separate out `vllm.utils.importlib` (#27022) · 4d4d6bad
  Cyrus Leung authored Oct 17, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  4d4d6bad
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
```
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

09 Oct, 2025 1 commit
- [V0 deprecation] Remove `QKVCrossParallelLinear` implementation (#26475) · d1ddf340
  Isotr0py authored Oct 09, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  d1ddf340
07 Oct, 2025 1 commit
- [Misc] Move `LRUCache` into its own file (#26342) · c0a7b89d
  Cyrus Leung authored Oct 07, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  c0a7b89d
06 Oct, 2025 1 commit
- Fix per file ruff ignores related to line length (#26262) · 6c046382
  Harry Mellor authored Oct 06, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  6c046382
05 Oct, 2025 2 commits
- Remove all references to `yapf` as it's no longer used (#26251) · 4e256cad
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  4e256cad
- 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
23 Sep, 2025 1 commit
- Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512) · 7361ab37
  Michael Goin authored Sep 23, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  7361ab37