Commit Graph
282 Commits
Author SHA1 Message Date
Cyrus Leung 09dc7c690c [Chore][1/2] Drop v0.14 deprecations (#31285)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-12-24 09:54:01 -08:00
Jee Jee Li 27c6c2f98c [Bugfix] Fix MoE LoRA bin/pt loading (#31161)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-12-23 19:09:15 +08:00
quanliu a37328fc5c [Feature] Batch invariant: Lora (#30097)
Signed-off-by: quanliu <18646313696@163.com>
2025-12-23 10:32:47 +08:00
5a3adf581e fused_moe_lora PDL improvements (#30716)
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>
2025-12-17 19:55:00 -08:00
Mark McLoughlin 66c3537e5d [Docs][API] Remove warning about LoRARequest being internal-only (#30774)
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-12-16 08:35:46 -08:00
Yongtao Huang e4605d225e [Misc] Fix safetensors import for safe_open (#30300)
Signed-off-by: Yongtao Huang <yongtaoh2022@gmail.com>
2025-12-09 06:50:06 +00:00
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 80433e225e [LoRA] Reduce the loading time of MoE LoRA (#30243)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-12-08 13:29:47 +00:00
Yongtao Huang dd97e047e0 Fix broken multiline assert in LoRAModelManager.register_module (#30032)
Signed-off-by: Yongtao Huang <yongtaoh2022@gmail.com>
2025-12-04 22:04:42 +08:00
Jee Jee Li dd38ba3a26 [Bugfix] Fix adapter_enabled IMA (#29977)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-12-04 12:51:15 +08:00
Xin YangandJee Jee Li a491b0911b [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708)
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>
2025-11-30 10:37:25 +08:00
Jee Jee LiandCyrus Leung 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
Huamin Li 3fd1fb0b60 Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697)
Signed-off-by: Huamin Li <3ericli@gmail.com>
2025-11-28 15:26:52 -08:00
Xin YangandJee Jee Li 745a3bae1a [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-28 10:48:28 +08:00
Didier Durand 66d3d5422c [Doc]: fixing typos in diverse files (#29492)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-11-27 07:15:50 -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
Jee Jee Li c069086b9c [Bugfix] Fix getting device for MoE LoRA (#29475)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-26 23:16:07 -08:00
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
Jee Jee Li 1489902b53 [LoRA] Cleanup FusedMoEWithLoRA (#29187)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-22 04:01:30 +00:00
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
prashanth058 0cca9b4d13 [Bugfix] Fix precision loss in LoRA-wrapped RowParallelLinear by fusing bias into GEMM (#28972)
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
2025-11-20 03:50:37 +00:00
gnovackandJee Jee Li 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
Didier Durand 083cf326dc [Doc]: fix typos in various files (#28863)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-11-17 20:32:14 -08:00
Harry Mellor 5f3cd7f7f2 [Docs] Update the name of Transformers backend -> Transformers modeling backend (#28725)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-14 16:34:14 +00:00
Fanli Lin dbbe0c756a [XPU] Support Triton path for LoRA operations on XPU (#28511)
Signed-off-by: Fanli Lin <fanli.lin@intel.com>
2025-11-13 05:31:42 +00:00
bnellnm a1448b4b69 [Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064) 2025-11-11 07:29:02 -07:00
Chaojun Zhang 7dbe6d81d6 Fix Fused MoE LoRA Triton kernel bug (#28450)
Signed-off-by: chaojun-zhang <chaojun.zhang@intel.com>
2025-11-11 20:46:47 +08:00
caozuobaandJee Jee Li 40e2eeeb92 [Kernel] Optimization of the mm_k operator. (#28280)
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-10 16:03:46 +00:00
d0c7792004 [Bugfix][LoRA][Spec Decode] Support LoRA with speculative decoding (#21068)
Signed-off-by: Sean Chen <xiaohong_chen1991@hotmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Danielle Robinson <dcmaddix@gmail.com>
Co-authored-by: Haipeng Li <li2haipeng@gmail.com>
Co-authored-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com>
2025-11-08 01:58:22 +00:00
Jee Jee Li 21b82f4ea2 [Kernel] LoRA triton kernels support PDL (#27402)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-07 08:05:48 +00:00
Varun Sundar RabindranathandVarun Sundar Rabindranath ca6f755d24 [BugFix] Fix FusedMoELoRA + ModularKernel Integration (#28237)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-11-06 22:53:30 +00:00
Michael Yao 518ec6b722 [Docs] Clean up README_TUNING.md (#28088)
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
2025-11-05 19:01:34 +00:00
yugong333andJee Jee Li 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
li2haipengandJee Jee Li 6ddae74054 [LoRA] Lora shrink swizzle (#27694)
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>
2025-11-04 09:30:20 +08:00
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
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
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