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263 Commits
Author SHA1 Message Date
Jee Jee LiandGitHub 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
Jee Jee LiGitHubgemini-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
Nguyễn Thế DuyGitHubJee Jee LiJee Jee Li
 		e3aeee5ff8 [Bugfix] moe lora align kernel grid (#40131) 
Signed-off-by: TheDuyIT <nduy250299@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: dtnguyen <dtnguyen@nvidia.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-05-18 00:17:53 -07:00
Jee Jee LiandGitHub 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
Jee Jee LiandGitHub 05d610e5cd [CI/Build] Reduce LoRA model tests. (#42266) 
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-05-11 14:49:08 +08:00
Jee Jee LiandGitHub 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
wang.yuqiGitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		1d694e78c9 [Examples][last/6] Resettle examples. (#41084) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-05-07 19:42:12 -07:00
Chaojun ZhangandGitHub 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
daniserebandGitHub 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
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟GitHubmergify[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
Harry MellorGitHubkhluuCyrus Leungjiang1.li
 		03f8d3a548 Update to transformers v5 (#30566) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: khluu <khluu000@gmail.com>
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: jiang1.li <jiang1.li@intel.com>
 2026-04-15 16:29:15 -07:00
Jee Jee LiandGitHub 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
ShubyMandGitHub 92feb9991d [Gemma4][Bugfix]: Enable Gemma4ForCasualLM to load lora adapters correctly (#38844) 
Signed-off-by: ShubyM <shubymishra20@gmail.com>
 2026-04-11 09:06:49 +00:00
wliao2andGitHub 32e0c0bfa2 refactor hard coded device string in test files under tests/v1 and tests/lora (#37566) 
Signed-off-by: Liao, Wei <wei.liao@intel.com>
 2026-04-03 11:21:47 +08:00
Andreas KaratzasandGitHub 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
Jee Jee LiandGitHub 1f0d210641 [CI/Build][LoRA] Update Qwen35 LoRA testing (#37816) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-23 12:55:49 +08:00
Jee Jee LiandGitHub 8fbe3f303f [Bugfix][LoRA] Fix Qwen35 LoRA (#36976) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-20 11:09:32 +08:00
BhoomitGitHubHarry 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
yugong333andGitHub b3ce711b93 Fp8 lora dense kernel (#35242) 
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
 2026-03-13 19:05:08 +00:00
Kunshang JiandGitHub 53ec16a705 [Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-12 07:57:47 -07:00
Micah WilliamsonandGitHub ee54f9cdb9 [ROCm][CI] Accept Different But Valid Output for test_olmoe_tp (#35224) 2026-03-07 13:50:52 -08:00
lifGitHubmcelrath
 		00b814ba5a [V0 Deprecation] Remove unused swap_space parameter (#36216) 
Signed-off-by: majiayu000 <1835304752@qq.com>
Co-authored-by: mcelrath
 2026-03-07 22:09:55 +08:00
daje0601GitHubClaude Opus 4.5
 		3b23d57c96 [Model] Add LoRA support for Whisper models (#29856) 
Signed-off-by: daje0601 <englishmt4118@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-05 10:38:25 +08:00
Runkai TaoGitHubJee Jee Li
 		ada4f4fadd [Fix Bug]num_active_loras always equals to zero (#34119) 
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-02 23:17:46 +08:00
gnovackGitHubJee Jee Li
 		3ecd0bf9fc Add TMA support to fused_moe_lora kernel (#32195) 
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-01 10:55:25 +08:00
Itay AlroyGitHubYongji WuTyler Michael SmithRon Tourgeman
 		dea268336f [1/N] Elastic EP Milestone 2 (#34861) 
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
 2026-02-28 04:46:42 +00:00
gnovackandGitHub a532c83849 use 'max_active_experts' for moe lora input size (#33197) 
Signed-off-by: gnovack <gnovack@amazon.com>
 2026-02-27 03:50:43 +00:00
Lucas WilkinsonandGitHub 5e58bdc711 [Bugfix] Remove erroneous lower bound on LoRA vocab size constraint (#35354) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-02-26 18:44:50 +00:00
Cyrus LeungandGitHub 845ee348ef [Misc] Standardize handling of mm_processor_kwargs.size (#35284) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-26 13:05:46 +00:00
Chaojun ZhangGitHubKunshang Ji
 		9f9a675b23 [XPU][8/N] Fix kernel bugs in XPU LoRA and MOE LORA (#34115) 
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-02-26 15:46:44 +08:00
rasmithandGitHub b188bab441 [CI][AMD][BugFix] Add torch.cuda.set_device to test_punica_ops so punica kernels execute on same device as tensor (#34985) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-02-25 19:18:00 +00:00
BhoomitandGitHub 42489e43c2 [Misc][LoRA] Increase max vocab size limit to 258048 in logits processor (#34773) 
Signed-off-by: Bhoomit Vasani <vbhoomit@amazon.com>
 2026-02-25 23:30:55 +08:00
Xin YangandGitHub a7c9f7b7ec [Bugfix] Fix lora_ids in FusedMoE LoRA test (#35135) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-02-23 21:49:25 -05:00
Cyrus LeungGitHubMichael Goin
 		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 ShusterandGitHub 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
yugong333andGitHub 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 TaoandGitHub 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
Jackmin801GitHubJee Jee Li
 		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
daniserebandGitHub 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 YangandGitHub e7b68f4d6c [Bugfix] Fix Triton FusedMoE LoRA (#30585) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-01-09 11:46:59 +00:00
gnovackGitHubJee Jee Li
 		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 WilkinsonGitHubLuka Govedič
 		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
wangxiyuanandGitHub bb4337b34c [Platform] Deprecate seed_everything (#31659) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2026-01-04 18:34:04 -08:00
B-201andGitHub 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-AIAGitHubJee Jee Li
 		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 LiGitHubbk-201prashanth058Anexdeus
 		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 MellorandGitHub 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 LiandGitHub 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
gnovackandGitHub ea657f2078 Lora MoE Align Improvements (#29257) 
Signed-off-by: gnovack <gnovack@amazon.com>
 2025-12-09 10:35:16 +08:00
Jee Jee LiandGitHub 67312cad11 [Misc] Split the LoRA code (#30253) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-09 00:59:31 +08:00