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42 Commits
Author SHA1 Message Date
daniserebandJee Jee Li f3a5ee705f [LoRA][Spec Decode] Support LoRA for Nemotron-H MTP models (#32265) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-01-27 07:53:26 -08:00
Jackmin801andJee 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
Jee Jee Libk-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
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 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
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 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
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
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
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 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 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
Kyle Sayers 9025a9a705 [Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046) 2025-07-01 19:20:34 +09:00
Simon Mo 02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Nick Hill 2dbe8c0774 [Perf] API-server scaleout with many-to-many server-engine comms (#17546) 2025-05-30 08:17:00 -07:00
Sanger Steel c32e249a23 [Frontend] [Core] Add Tensorizer support for V1, LoRA adapter serialization and deserialization (#17926) 
Signed-off-by: Sanger Steel <sangersteel@gmail.com>
 2025-05-22 18:44:18 -07:00
Harry Mellor 9b5b39b650 Update deprecated type hinting in vllm/lora (#18128) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-14 03:57:59 -07:00
Jee Jee Li 105b8ce4c0 [Misc] Reduce LoRA-related static variable (#13166) 2025-02-22 00:21:30 -08:00
Yuan Tang e2603fefb8 [Bugfix] Ensure LoRA path from the request can be included in err msg (#13450) 
Signed-off-by: Yuan Tang <terrytangyuan@gmail.com>
 2025-02-18 16:19:15 +08:00
Russell Bryant e489ad7a21 [Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
Jee Jee Li 07934cc237 [Misc][LoRA] Improve the readability of LoRA error messages (#12102) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-17 19:32:28 +08:00
Joe RundeandJee Jee Li ac2f3f7fee [Bugfix] Validate lora adapters to avoid crashing server (#11727) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-10 15:56:36 +08:00
Jee Jee Li aa25985bd1 [Misc][LoRA] Fix LoRA weight mapper (#11495) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-26 15:52:48 +08:00
Jee Jee Li b1b1038fbd [Bugfix] Fix Qwen2-VL LoRA weight loading (#11430) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-24 09:56:10 +00:00
Jee Jee Li 7f5edb5900 [Misc][LoRA] Replace hardcoded cuda device with configurable argument (#10223) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-12 11:10:15 +08:00
Jiaxin ShanandAntoni Baum 42c7f66a38 [Core] Support dynamically loading Lora adapter from HuggingFace (#6234) 
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
 2024-07-22 15:42:40 -07:00
Swapnil ParekhSwapnil ParekhJoe GAntoni Baum
 		4d6ada947c [CORE] Adding support for insertion of soft-tuned prompts (#4645) 
Co-authored-by: Swapnil Parekh <swapnilp@ibm.com>
Co-authored-by: Joe G <joseph.granados@h2o.ai>
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
 2024-07-09 13:26:36 -07:00
rohithkrn f5dda63eb5 [LoRA] Add support for pinning lora adapters in the LRU cache (#5603) 2024-06-21 15:42:46 -07:00
Cyrus Leung 0e9164b40a [mypy] Enable type checking for test directory (#5017) 2024-06-15 04:45:31 +00:00
Zhuohan Li 8279078e21 [Bugfix] Remove deprecated @abstractproperty (#5174) 2024-06-01 22:40:25 +00:00
SangBin Cho 2e9a2227ec [Lora] Support long context lora (#4787) 
Currently we need to call rotary embedding kernel for each LoRA, which makes it hard to serve multiple long context length LoRA. Add batched rotary embedding kernel and pipe it through.

It replaces the rotary embedding layer to the one that is aware of multiple cos-sin-cache per scaling factors.

Follow up of https://github.com/vllm-project/vllm/pull/3095/files
 2024-05-18 16:05:23 +09:00
Antoni Baum ad932a221d [Core] Faster startup for LoRA enabled models (#4634) 2024-05-08 10:33:18 -07:00
SangBin Cho b5b4a398a7 [Mypy] Typing lora folder (#4337) 2024-04-25 19:13:50 +00:00
SangBin ChoandSangBin Cho 533d2a1f39 [Typing] Mypy typing part 2 (#4043) 
Co-authored-by: SangBin Cho <sangcho@sangcho-LT93GQWG9C.local>
 2024-04-17 17:28:43 -07:00
Jee Li 11dd6ebb89 [Misc] Avoid loading incorrect LoRA config (#3777) 2024-04-09 19:47:15 -07:00
Nick Hill 991143cfcd [BugFix] Use consistent logger everywhere (#3738) 2024-03-29 23:26:44 +00:00
SangBin Cho 01bfb22b41 [CI] Try introducing isort. (#3495) 2024-03-25 07:59:47 -07:00
Zhuohan Li 2f8844ba08 Re-enable the 80 char line width limit (#3305) 2024-03-10 19:49:14 -07:00
Terry 2a543d6efe Add LoRA support for Mixtral (#2831) 
* add mixtral lora support

* formatting

* fix incorrectly ported logic

* polish tests

* minor fixes and refactoring

* minor fixes

* formatting

* rename and remove redundant logic

* refactoring

* refactoring

* minor fix

* minor refactoring

* fix code smell
 2024-02-14 00:55:45 +01:00
Antoni BaumChen ShenShreyas KrishnaswamyAvnish Narayan
 		9b945daaf1 [Experimental] Add multi-LoRA support (#1804) 
Co-authored-by: Chen Shen <scv119@gmail.com>
Co-authored-by: Shreyas Krishnaswamy <shrekris@anyscale.com>
Co-authored-by: Avnish Narayan <avnish@anyscale.com>
 2024-01-23 15:26:37 -08:00