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230 Commits

Author SHA1 Message Date
Cyrus Leung
61cf087680 [Bugfix] Fix lora tests (#34834) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-18 13:22:31 -08:00
Kurt Shuster
2991dd3d22 [Bugfix][Model] Support LoRA on Qwen3 Output Embedding (#29816) 
Signed-off-by: kurt <kurt@thinkingmachines.ai>
 2026-02-06 20:25:31 +08:00
yugong333
ffe1fc7a28 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>
 2026-02-02 12:30:06 -05:00
Runkai Tao
7320ca3942 Add unpermute-aware fused MoE LoRA path (#32655) 
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
 2026-02-02 09:46:09 +08:00
Jackmin801
12dab78f49 [Feat] allow inplace loading lora (#31326) 
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-01-20 10:15:20 +08:00
danisereb
aa7f37ccfa Add support for LoRA adapters in Nemotron-H models (#30802) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2026-01-19 22:30:44 +08:00
Xin Yang
e7b68f4d6c [Bugfix] Fix Triton FusedMoE LoRA (#30585) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-01-09 11:46:59 +00:00
gnovack
bde38c11df fix lora moe sharding when rank < max_lora_rank (#31994) 
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-01-09 14:43:25 +08:00
Lucas Wilkinson
6cdf015c3c [Misc] Fix Current vLLM config is not set. warnings, assert to avoid issues in the future (#31747) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-01-08 15:20:49 -08:00
wangxiyuan
bb4337b34c [Platform] Deprecate seed_everything (#31659) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2026-01-04 18:34:04 -08:00
B-201
ecd49ce7e6 [Fix] Align fused moe lora_b shape with peft (#31534) 
Signed-off-by: bk-201 <joy25810@foxmail.com>
 2025-12-31 09:44:59 +08:00
ZT-AIA
f84bf7d79b Add Loraconfig parameter to get_punica_wrapper function (#31408) 
Signed-off-by: ZT-AIA <1028681969@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-29 22:27:31 -08:00
Jee Jee Li
ce1eafd1a5 [Core] Initialize LoRA support for tower and connector in multi-modal models (#26674) 
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>
 2025-12-26 04:48:20 -08:00
Harry Mellor
af506fd76a Fix instantiation of HfHubHTTPError in LoRA test (#30768) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-16 08:02:24 -08:00
Jee Jee Li
0e391e7570 [Bugfix] Fix RequestOutput miss lora_request (#30636) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-16 01:36:35 -08:00
gnovack
ea657f2078 Lora MoE Align Improvements (#29257) 
Signed-off-by: gnovack <gnovack@amazon.com>
 2025-12-09 10:35:16 +08:00
Jee Jee Li
67312cad11 [Misc] Split the LoRA code (#30253) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-09 00:59:31 +08:00
Jee Jee Li
b0f4866a77 [CI/Build]Temporary workaround for test_default_mm_loras timeout (#30202) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-07 20:27:11 +08:00
Cyrus Leung
e83b7e379c Revert "[Renderer] Separate out RendererConfig from ModelConfig (#30145)" (#30199) 2025-12-07 00:00:22 -08:00
Cyrus Leung
27f4c2fd46 [Renderer] Separate out RendererConfig from ModelConfig (#30145) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 23:15:42 -08:00
Harry Mellor
951445a52d Remove default values from InitVars so that they're not stored (#29859) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-02 12:16:37 +00:00
Jee Jee Li
39e63dec7c [LoRA] Cleanup LoRA unused code (#29611) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-28 22:52:58 -08:00
Jee Jee Li
2f5f9acd55 [LoRA] Continue optimizing MoE LoRA weight loading (#29322) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-27 05:56:28 -08:00
Roger Wang
0ff70821c9 [Core] Deprecate xformers (#29262) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-11-24 04:18:55 +00:00
Jee Jee Li
1073ba68b0 [LoRA] Optimize 3D MoE logic (#29222) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-24 10:27:23 +08:00
Alex Brooks
b4734b9550 [Bugfix] Fix default MM LoRA alignment for single str prompts (#29140) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2025-11-21 13:32:30 +08:00
Jee Jee Li
9875be6431 [LoRA][2/2]Remove LoRA extra vocab (#28545) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-21 09:46:43 +08:00
gnovack
d69062c67a add support for --fully-sharded-loras in fused_moe (#28761) 
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-19 16:32:00 +08:00
Varun Sundar Rabindranath
6b2b9fd934 [CI] lora/test_mixtral.py : Add additional expected outputs due to flakiness (#28322) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-11-10 10:45:29 +08:00
yugong333
2ec401bc39 Load tuned fused_moe_lora shrink and expand kernel configs separately (#27435) 
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-04 18:27:35 +08:00
gnovack
294c805f1d Early exit for MoE LoRA kernels (#27131) 
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-03 20:22:17 +08:00
Jee Jee Li
32257297dd [CI/Build] Remove the flaky gpt-oss lora test (#27966) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-03 16:50:06 +08:00
Jee Jee Li
0384aa7150 [CI/Build] Add gpt-oss LoRA test (#27870) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-31 22:17:21 +08:00
Huamin Li
c7d2a554ba [CI Failure] fix test_default_mm_loras (#27795) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-10-30 18:13:03 +08:00
Jee Jee Li
f4e8154076 [Kernel] Enable moe LoRA kernel support FP16 (#27468) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-27 19:48:37 +08:00
Danielle Robinson
9932ed6a83 [Kernel] Adding split_K implementation for fused_moe_lora (#27291) 
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>
 2025-10-27 02:05:24 -07:00
gnovack
8e4ca4d14e Bugfix - pass 'max_num_tokens_padded' into 'moe_lora_align_block_size' (#27311) 
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-22 12:23:57 +00:00
Huy Do
becb7de40b Update PyTorch to 2.9.0+cu129 (#24994) 
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-21 17:20:18 -04:00
Chen Wu
5f6cbf60d6 [Feature][Kernel]FusedMoE LoRA (#21229) 
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>
 2025-10-21 03:01:37 +00:00
Andy Lo
b63f2143f8 [LoRA] LoRA cuda graph specialization (#25914) 
Signed-off-by: Andy Lo <andy@mistral.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-20 04:21:09 +00:00
Cyrus Leung
d31f7844f8 [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-19 05:20:55 -07:00
Cyrus Leung
f6cdc9a02f [Chore] Rename utils submodules (#26920) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 03:58:13 +00:00
Cyrus Leung
828523ad8e [Chore] Separate out vllm.utils.async_utils (#26913) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 15:33:00 +00:00
Jee Jee Li
fdd32750f0 [CI/Build] Cleanup LoRA test (#26752) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-14 12:06:35 +00:00
Harry Mellor
8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Ashwin Phadke
ab196edefb Remove LoRA bias support (#25807) 
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>
 2025-10-10 09:50:33 +00:00
Harry Mellor
6c04638214 Fix per file ruff ignores related to line length (#26262) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 05:12:40 +00:00
Harry Mellor
4e256cadc2 Remove all references to yapf as it's no longer used (#26251) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 09:18:11 -07:00
Harry Mellor
d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Jee Jee Li
273690a50a [Core] Optimize LoRA weight loading (#25403) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-23 18:19:45 +08:00