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335 Commits
Author SHA1 Message Date
LynnandClaude Opus 4.8 0bc479e6eb [Perf][LoRA] Replace O(n) list.index() with a dict in convert_mapping (#46542) 
Signed-off-by: Lynn <lynnhe02@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-06-24 21:41:46 +08:00
lchengJee Jee LiJee Jee Li
 		e51e700470 [LoRA] Gate all_gather on fully_sharded_loras inside _mcp_apply; rewrite regression test (#45715) 
Signed-off-by: lcheng <lcheng321@gatech.edu>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-06-23 07:08:33 -07:00
Martin Hickey ccd49f6821 [MyPy] Fix mypy for vllm/lora (#41722) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2026-06-22 10:57:09 -04:00
Nick Hill 7df3d7dada [Core] Ensure memory is pinned prior to async h2d copy (#45424) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-06-20 20:02:24 -07:00
nv-nedelman-1Jee Jee LiJee Jee Li
 		9ea3a4015b [Bugfix] Fix corrupt outputs in MoE FP8 LoRA responses and MoE base model responses when LoRAs are loaded (#42120) 
Signed-off-by: Nicholas Edelman <nedelman@nvidia.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-06-18 18:26:09 -07:00
Mohammad Miadh Angkad 823a0ab754 [Bugfix][MoE] Fix fused MoE expert mapping helper call sites (#44897) 
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
 2026-06-08 13:35:04 -07:00
bnellnm dc68bd8c41 [MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-06-08 10:42:58 -04:00
linitra24 271328e256 [LoRA] Fix dedup for post-replacement module aliases (#44413) 
Signed-off-by: bk-201 <joy25810@foxmail.com>
 2026-06-03 18:23:23 +00:00
LucainandClaude Opus 4.6 11dfa3169d Add vLLM library info to Hugging Face Hub requests (#43857) 
Signed-off-by: Wauplin <lucainp@gmail.com>
Signed-off-by: Lucain Pouget <lucain@huggingface.co>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-05-29 14:04:58 +00:00
Chaojun Zhang 861b97765d [XPU] Fix fused MoE LoRA kernel crash on XPU by using platform-agnos num_compute_units (#43646) 
Signed-off-by: Chaojun,Zhang <chaojun.zhang@intel.com>
 2026-05-26 03:40:32 -07:00
Jee Jee Li ec5de7fa7d [LoRA] Add one shot triton kernel For MoE LoRA (#42290) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-05-25 19:47:04 -07:00
Jee Jee Li 15f7cd33dc [LoRA] Reduce memory of 2D weights when EP is set (#42737) 
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-05-22 06:41:56 -07:00
Nick Hill b82e908b4c [Perf][4/n] Eliminate various GPU<->CPU syncs (#42347) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-05-19 10:35:54 -04:00
Jee Jee Ligemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Roger Wang
 		7d5b033782 [LoRA] Support 2D and 3D MoE LoRA adapter at the same time (#42242) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-05-18 15:22:26 +08:00
Jee Jee Li 32b7177909 [LoRA][Bugfix] Dedup LoRA wrapping for modules referenced from multiple attribute paths (MoE gate) (#42757) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-05-16 11:22:35 +08:00
yupengandJee Jee Li 31fa757cf9 [Misc] Make it simpler to replace out-of-tree layer classes with related LoRA layers. (#42306) 
Signed-off-by: paulyu12 <507435917@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-05-15 15:20:42 +08:00
bnellnmRobert ShawRobert Shaw
 		4d591db470 [MoE Refactor] Introduce RoutedExperts alias for FusedMoE and don't store SharedExperts in MK (#40735) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
 2026-05-12 13:37:44 -04:00
bnellnm 6427603ae8 [MoE Refactor] Move remaining experts classes to experts directory (#42334) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-05-12 09:19:46 -04:00
Isotr0py 48698b1b9b [Bugfix] Fuse Qwen3.5 in_qkvz_proj forwarding with LoRA enabled (#37912) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
 2026-05-10 10:59:02 +00:00
Jee Jee Li ecd0b60aad [LoRA] Initial EP support for LoRA (#40867) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-05-09 00:31:23 -07:00
Chaojun Zhang 805e9f7b77 [XPU] Fix lora bugs & enable UTs under tests/lora (#38206) 
Signed-off-by: chaojun-zhang <chaojun.zhang@intel.com>
 2026-05-07 05:58:00 -07:00
Jee Jee Li 9c0812ffd0 [Bugfix] Fix FusedMoEWithLoRA has no attribute runner (#41889) 
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-05-07 04:53:14 -07:00
Or OzeriandClaude Opus 4.6 6e6d182d18 [Bugfix] Fix OOM in tensorizer LoRA deserialization (#41845) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-05-07 02:17:47 -07:00
danisereb d1a75e303d Fix timeout when using LoRA adapters with Nemotron Super (#40916) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2026-04-30 01:39:49 +08:00
Jee Jee Li 8cd174fa35 [LoRA] MoE LoRA Refactor (#40338) 2026-04-26 01:55:19 +00:00
Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 8f87eb4622 [Refactor] Clean up log once scope="local" (#40540) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-04-22 16:42:43 -04:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jee Jee Li
 		a250f1bd5f [Bugfix] LoRA for DeepSeek V3.2 (#35077) 
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-04-22 19:33:50 +08:00
bnellnm 5e584ce9ec [MoE Refactor] Remove SharedFusedMoE class (#35782) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-04-21 18:12:12 -04:00
bnellnmandRobert Shaw 726efe177b [MoE Refactor] Move the shared/fused expert output sum into MoERunnerBase (#35949) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-04-20 12:28:46 -04:00
Liangliang MaandKunshang Ji 898beca5a8 [BugFix][XPU] fix lora ops bgmv_expand size not match (#39989) 
Signed-off-by: Ma, Liangliang <liangliang.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-04-20 08:24:50 +08:00
Jackmin801andRobert Shaw 1a9353bb02 [MoE] Move GPT OSS Triton kernel experts into fused_moe/experts/ (#39007) 
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
 2026-04-14 19:27:39 +00:00
Jee Jee Li 715681c127 [LoRA] Support dual CUDA streams-Linear Layer (#35721) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-04-13 10:57:07 +08:00
Xin Yang 9bd7231106 Revert "[Kernel] Add gpt-oss Router GEMM kernel (#37205)" (#38778) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-04-01 22:02:32 -07:00
bnellnm 7cf56a59a2 [MoE Refactor] Make SharedExperts class for use with DefaultMoERunner (#35153) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-04-01 09:44:08 -04:00
yzong-rhRobert ShawRobert Shaw
 		d9b90a07ac [MoE Refactor] Migrate Unquantized to Full Oracle Flow (#36286) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: yzong-rh <yzong@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-03-31 15:43:33 -04:00
Andreas Karatzas 679c6a3ecc [Bugfix][ROCm][MoE] Fix mxfp4 oracle regressions from #37128 (#37787) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-25 08:17:33 +08:00
RanranandWentao Ye dc6908ac6a [Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007) 
Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-03-23 18:31:14 -04:00
Jee Jee Li aec2dc6c0d [Bugfix][LoRA] Fix incorrect LoRA Log (#37877) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-23 11:42:52 +00:00
Jee Jee LiandCyrus Leung 96266f119b [LoRA] Minor improvements to LoRA log (#37557) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-03-19 15:18:06 +00:00
Xin Yang b1169d7be8 [Kernel] Add gpt-oss Router GEMM kernel (#37205) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-03-18 08:15:56 -07:00
Jee Jee Li 8c31f47c63 [LoRA] Make LoRA respect language_model_only (#37375) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-18 07:53:34 +00:00
BhoomitandHarry Mellor 3717a4dd47 [Misc][LoRA] Add --lora-target-modules to restrict LoRA to specific modules (#34984) 
Signed-off-by: Bhoomit Vasani <bhoomit.2010@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-17 14:36:41 +00:00
Kyuyeun Kim 0a0a1a198b Add ability to replace oot ops when using lora (#37181) 
Signed-off-by: Kyuyeun Kim <kyuyeunk@google.com>
 2026-03-16 18:04:15 -07:00
yugong333 b3ce711b93 Fp8 lora dense kernel (#35242) 
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
 2026-03-13 19:05:08 +00:00
Xinan MiaoandSouthWest7 2cdf92228c [Feature]: Remove Chunking From FusedMoE (#34086) 
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Southwest <1403572259@qq.com>
Signed-off-by: southwest <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
 2026-03-12 14:24:38 -04:00
Ethan T.Jee Jee LiClaude Opus 4.6
 		c87fb515ed fix(lora): use replaced_module_name in pooling model name check (#36402) 
Signed-off-by: gambletan <ethanchang32@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-11 03:11:27 -07:00
Ning Xie fe714dd507 [openapi server] log exception in exception handler(2/N) (#36201) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2026-03-10 20:16:30 -07:00
Harry Mellor f83b933b84 [CI] Bump mypy version to 1.19.1 (#36104) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-10 09:18:28 -07:00
wang.yuqi a3189a08b0 [Model] Consolidate score logic by introduce score_type (#36479) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-10 13:32:25 +00:00
Harry Mellor a0f44bb616 Allow markdownlint to run locally (#36398) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-08 20:05:24 -07:00