Commits · 05dc4bfab6978f458dfeee2388efc83882d7bfaf · OpenDAS / vllm_cscc

19 Jan, 2026 1 commit
- Add support for LoRA adapters in Nemotron-H models (#30802) · aa7f37cc
  danisereb authored Jan 19, 2026
```
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
```
  aa7f37cc
16 Jan, 2026 1 commit
- [LoRA] Update LoRA expand kernel heuristic (#32425) · a884bc62
  Xin Yang authored Jan 16, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  a884bc62
15 Jan, 2026 1 commit
- [2/N] Move cache factories to MM registry (#32382) · cbbae38f
  Cyrus Leung authored Jan 15, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  cbbae38f
13 Jan, 2026 1 commit
- [Misc] improve warning/assert messages (#32226) · 15b33ff0
  cjackal authored Jan 13, 2026
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Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
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  15b33ff0
10 Jan, 2026 1 commit
- [LoRA][Perf] Improve FusedMoE LoRA performance for small rank (#32019) · 543c23be
  Xin Yang authored Jan 10, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  543c23be
09 Jan, 2026 3 commits
- fix lora moe sharding when rank < max_lora_rank (#31994) · bde38c11
  gnovack authored Jan 08, 2026
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Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  bde38c11
- [Bugfix] Fix FusedMoE LoRA w2_output_size (#31949) · 707b240d
  Xin Yang authored Jan 08, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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  707b240d
- [Bugfix] Fix typo in FusedMoE LoRA reshape comment (#31992) · 8413868d
  Xin Yang authored Jan 08, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  8413868d
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

06 Jan, 2026 1 commit
- [LoRA]Disable linear LoRA kernel PDL (#31777) · cbd4690a
  Jee Jee Li authored Jan 06, 2026
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  cbd4690a
05 Jan, 2026 3 commits
- pin lora_b moe weights on cpu (#31317) · c77a993c
  gnovack authored Jan 05, 2026
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Signed-off-by: gnovack <gnovack@amazon.com>
```
  c77a993c
- [LoRA] LoRA PDL improvement (#31660) · d5503ca7
  Jee Jee Li authored Jan 05, 2026
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  d5503ca7
- [Bugfix] Fix AttributeError: 'Stream' object has no attribute 'dp_size' (#31663) · f099cd55
  Jee Jee Li authored Jan 05, 2026
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  f099cd55
31 Dec, 2025 1 commit
- [Fix] Align fused moe lora_b shape with peft (#31534) · ecd49ce7
  B-201 authored Dec 31, 2025
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Signed-off-by: bk-201 <joy25810@foxmail.com>
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  ecd49ce7
30 Dec, 2025 1 commit
- Add Loraconfig parameter to get_punica_wrapper function (#31408) · f84bf7d7
  ZT-AIA authored Dec 30, 2025
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Signed-off-by: ZT-AIA <1028681969@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  f84bf7d7
26 Dec, 2025 2 commits

[Core] Initialize LoRA support for tower and connector in multi-modal models (#26674) · ce1eafd1

Jee Jee Li authored Dec 26, 2025


Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Anexdeus <5142168@mail.ru>

ce1eafd1

[Misc] Fix Qwen2-MoE shared_expert_gate (#31339) · c3666f56
Jee Jee Li authored Dec 26, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
c3666f56

24 Dec, 2025 1 commit
- [Chore][1/2] Drop `v0.14` deprecations (#31285) · 09dc7c69
  Cyrus Leung authored Dec 25, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  09dc7c69
23 Dec, 2025 2 commits
- [Bugfix] Fix MoE LoRA bin/pt loading (#31161) · 27c6c2f9
  Jee Jee Li authored Dec 23, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  27c6c2f9
- [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

16 Dec, 2025 1 commit
- [Docs][API] Remove warning about LoRARequest being internal-only (#30774) · 66c3537e
  Mark McLoughlin authored Dec 16, 2025
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
```
  66c3537e
09 Dec, 2025 1 commit
- [Misc] Fix safetensors import for safe_open (#30300) · e4605d22
  Yongtao Huang authored Dec 09, 2025
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Signed-off-by: Yongtao Huang <yongtaoh2022@gmail.com>
```
  e4605d22
08 Dec, 2025 2 commits
- [Misc] Split the LoRA code (#30253) · 67312cad
  Jee Jee Li authored Dec 09, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  67312cad
- [LoRA] Reduce the loading time of MoE LoRA (#30243) · 80433e22
  Jee Jee Li authored Dec 08, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  80433e22
04 Dec, 2025 2 commits
- Fix broken multiline assert in `LoRAModelManager.register_module` (#30032) · dd97e047
  Yongtao Huang authored Dec 04, 2025
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Signed-off-by: Yongtao Huang <yongtaoh2022@gmail.com>
```
  dd97e047
- [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
30 Nov, 2025 1 commit

[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708) · a491b091

Xin Yang authored Nov 29, 2025


Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

a491b091

29 Nov, 2025 1 commit

[LoRA] Cleanup LoRA unused code (#29611) · 39e63dec

Jee Jee Li authored Nov 29, 2025


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

39e63dec

28 Nov, 2025 2 commits
- Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697) · 3fd1fb0b
  Huamin Li authored Nov 28, 2025
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Signed-off-by: Huamin Li <3ericli@gmail.com>
```
  3fd1fb0b
- [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971) · 745a3bae
  Xin Yang authored Nov 27, 2025
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  745a3bae
27 Nov, 2025 3 commits
- [Doc]: fixing typos in diverse files (#29492) · 66d3d542
  Didier Durand authored Nov 27, 2025
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  66d3d542
- [LoRA] Continue optimizing MoE LoRA weight loading (#29322) · 2f5f9acd
  Jee Jee Li authored Nov 27, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  2f5f9acd
- [Bugfix] Fix getting device for MoE LoRA (#29475) · c069086b
  Jee Jee Li authored Nov 27, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  c069086b
24 Nov, 2025 1 commit
- [LoRA] Optimize 3D MoE logic (#29222) · 1073ba68
  Jee Jee Li authored Nov 24, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  1073ba68
22 Nov, 2025 1 commit
- [LoRA] Cleanup FusedMoEWithLoRA (#29187) · 1489902b
  Jee Jee Li authored Nov 22, 2025
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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
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  9875be64
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
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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
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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
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  083cf326