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198 Commits
Author SHA1 Message Date
gnovackandJee Jee Li 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
yugong333andJee Jee Li 29de3cdee4 Adding SplitK in fused_moe_lora kernel (#27818) 
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-01 12:55:46 +08:00
Jee Jee Li bc4486d609 [Kernel] Enable FusedMoEModularKernel support bias (#27754) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-01 02:05:12 +00:00
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
Cyrus Leung 7c2bdb83dc [Misc] Clean up utils (#27552) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-27 09:05:40 +00:00
Danielle RobinsonDanielle RobinsonJee Jee Li
 		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 a806c14cc7 [Performance][LoRA] add context varying params to 'do_not_specialize' in fused moe lora (#27445) 
Signed-off-by: gnovack <gnovack@amazon.com>
 2025-10-27 06:31:55 +00:00
Jonathan Chen ca76486a16 [Chore] Separate out vllm.utils.platform_utils.py (#27374) 
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
 2025-10-23 19:08:06 +00:00
Jee Jee Li 9771e0b432 [Bugfix] Add missing 'is_internal_router' attribute to FusedMoEWithLoRA (#27351) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-22 08:19:12 -07:00
Jee Jee Li abf3db40ef [Core] Handle MoE LoRA edge cases (#27335) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-22 13:14:33 +00:00
gnovackandJee Jee Li 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
Chen WuwuchenNathan Van GheembanjuedeDanielle RobinsonJee Jee Libk-201
 		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 LoandJee Jee Li 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
Isotr0py 6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Jee Jee Li 87bc0c492f [Bugfix] Fix ReplicatedLinearWithLoRA (#27065) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-17 04:43:16 +00:00
Cyrus Leung 4d4d6bad19 [Chore] Separate out vllm.utils.importlib (#27022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 00:48:59 +00:00
li2haipengandJee Jee Li d4d1a6024f [Lora]Load tuned multi-lora kernel configs from json files (#26319) 
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>
 2025-10-15 09:45:14 +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 PhadkeandJee Jee Li 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
Isotr0py d1ddf340c8 [V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-09 10:52:27 +00:00
Cyrus Leung c0a7b89d8e [Misc] Move LRUCache into its own file (#26342) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 15:08:40 +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 0fa673af4c [V0 deprecation] Clean up LoRA (#25686) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-25 18:12:33 +00:00
Michael Goin 7361ab379f Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-09-23 22:48:40 +00:00
Jee Jee Li 5abb117901 [Core] Ensure LoRA linear respect the base_layer's tp_size and tp_rank (#25487) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-23 18:19:25 +00:00
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
Michael Yao fafbe11af4 [Docs] Fix griffe warnings in vllm/lora/ops (#25369) 
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
 2025-09-23 03:42:58 +00:00
Nicolò LucchesiandYe Qi 4cf71cc88a [TPU] Deprecate xm.mark_step in favor of `torch_xla.sync (#25254) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-09-22 10:12:57 +00:00
Jee Jee Li 2821986450 [Core] Modify the initialization parameters of the lora manager (#25249) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-19 18:01:28 +00:00
Simon MoandJee Jee Li 4aa8c7b047 cleanup: remove adapter commons (#25045) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-17 16:46:29 +00:00
Harry Mellor 5f5271f1ee Move LoRAConfig from config/__init__.py to config/lora.py (#24644) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-11 11:01:38 +00:00
Jee Jee Li bb3eb80d92 [Core] Split LoRA layers (#24574) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-10 07:47:51 -07:00
Didier Durand d7e1e59972 [Doc]: fix typos in Python comments (#24093) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-02 21:05:45 -07:00
Chaojun Zhang 862f2ef893 [XPU] Fix the bug of LoRA logits on the XPU platform (#24081) 
Signed-off-by: chzhang <chaojun.zhang@intel.com>
 2025-09-03 08:21:18 +08:00
Didier Durand 9701352e4b [Doc]: fix typos in Python comments (#24001) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-08-31 08:21:59 +00:00
Michael Goin 0cdbf5e61c [Kernel/Quant] Remove the original marlin format and qqq (#23204) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-20 15:13:36 -04:00
길재은 1a3079a15e chore: support pytorch format in lora (#22790) 
Signed-off-by: jaeeun.kil <rha3122@naver.com>
Signed-off-by: 길재은 <rha3122@naver.com>
 2025-08-20 04:02:50 +00:00
Charent ad57f23f6a [Bugfix] Fix: Fix multi loras with tp >=2 and LRU cache (#20873) 
Signed-off-by: charent <19562666+charent@users.noreply.github.com>
 2025-07-31 19:48:13 -07:00
Chaojun ZhangandJee Jee Li ec261b0291 [XPU] IPEX-optimized Punica Wrapper on XPU (#21703) 
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-28 16:43:37 +00:00
Jee Jee Li 1eaff27815 [V0 deprecation] Remove long context LoRA (#21169) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-19 02:15:41 -07:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 9ffe905a41 [Bugfix][Model] Fix LoRA for Mistral-Small-3.1-24B-Instruct-2503 (#21183) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-07-18 21:15:03 -07:00
Woosuk Kwon 4de7146351 [V0 deprecation] Remove V0 HPU backend (#21131) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-17 16:37:36 -07:00
Jee Jee Li a3a6c695f4 [Misc] Qwen MoE model supports LoRA (#20932) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-17 18:32:52 +00:00
wangxiyuan 89e3c4e9b4 [Misc] Avoid unnecessary import (#21106) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-07-17 12:57:41 +00:00
Wentao Ye c1acd6d7d4 [Refactor] Change the way of import triton (#20774) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-12 19:39:55 -07:00
Richard Zou a3a5a47e48 [Bugfix] Fix torch.compile x LoRA for PyTorch 2.8 (#20823) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-07-11 23:06:04 -07:00
Sanger Steel 5e53c89a74 [Bugfix] [CI] Fix Tensorizer LoRA test (#20760) 
Signed-off-by: Sanger Steel <sangersteel@gmail.com>
 2025-07-10 19:07:06 +00:00
Yan Ma a4c23314c0 [xpu]feat: support multi-lora on xpu (#20616) 
Signed-off-by: yan <yan.ma@intel.com>
 2025-07-08 22:07:10 +08:00