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63 Commits
Author SHA1 Message Date
daje0601andClaude 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
Itay AlroyYongji 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
Bhoomit 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
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
Lucas WilkinsonandLuka 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
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 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 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
Jee Jee Li 0384aa7150 [CI/Build] Add gpt-oss LoRA test (#27870) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-31 22:17:21 +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 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
Woosuk Kwon 572ddf83ce [Chore] Remove unused sampler in models (#25324) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 19:53:20 -07:00
Jee Jee Li 9de25c294b [CI/Build] Remove redundant LoRA model tests (#23706) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-27 05:51:50 +00:00
Jee Jee Li 285178b3b8 [V0 Deprecation] Remove V0 LoRA test (#23418) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-22 09:56:51 +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
Jee Jee Li 906e05d840 [Misc] Remove the unused LoRA test code (#20494) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-05 13:48:16 +08:00
Jee Jee Li 95a6568b5c [CI/Build] Fix LoRA test (#19350) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-06-09 09:52:10 +00:00
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
Ben Browning 8132365b74 [Bugfix]: v1 engine - consider lora adapters in allowed_token_ids (#17855) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
 2025-05-11 00:53:58 -07:00
Akshat TripathiandChengji Yao c20ef40fd0 [Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend (#14238) 
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
 2025-05-07 16:28:47 -04:00
Jee Jee Li 86c3369eb8 [CI/Build] Fix CI LoRA failure (#16270) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-04-09 09:13:56 +08:00
Jee Jee Li 4203926f10 [CI/Build] Further clean up LoRA tests (#15920) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-04-02 01:39:09 -07:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 8095341a01 [misc] LoRA: Remove unused long context test data (#15558) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-27 10:04:51 +08:00
Jee Jee Li e0fdfa1608 [CI/Build] Delete LoRA bias test (#14849) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-14 22:09:25 -07:00
Jee Jee Li 12c29a881f [Bugfix] Further clean up LoRA test (#14422) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-07 10:30:55 +00:00
Jee Jee Li ddd1ef66ec [Bugfix] Fix JambaForCausalLM LoRA (#14370) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-06 22:05:47 -08:00
Harry Mellor cf069aa8aa Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
Jee Jee Li cc5e8f6db8 [Model] Add LoRA support for TransformersModel (#13770) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-02 09:17:34 +08:00
Jee Jee Li 105b8ce4c0 [Misc] Reduce LoRA-related static variable (#13166) 2025-02-22 00:21:30 -08:00
Jee Jee Li 512368e34a [Misc] Qwen2.5 VL support LoRA (#13261) 2025-02-19 18:37:55 -08:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 467a96a541 [V1] LoRA Support (#10957) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-02-06 09:32:51 -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
Akshat TripathiOleg MosalovJee Jee LiIsotr0py
 		8bddb73512 [Hardware][CPU] Multi-LoRA implementation for the CPU backend (#11100) 
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Oleg Mosalov <oleg@krai.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Oleg Mosalov <oleg@krai.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-01-12 13:01:52 +00:00
ErezSC42 55509c2114 [MODEL] LoRA support for Jamba model (#11209) 
Signed-off-by: Erez Schwartz <erezs@ai21.com>
 2024-12-27 17:58:21 +00:00
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
UmeshandUmesh Deshpande 8a06428c70 [LoRA] Adds support for bias in LoRA (#5733) 
Signed-off-by: Umesh Deshpande <udeshpa@us.ibm.com>
Co-authored-by: Umesh Deshpande <udeshpa@us.ibm.com>
 2024-11-12 11:08:40 -08:00
youkaichao cea808f325 [3/N] model runner pass the whole config to model (#9958) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-02 12:08:49 -07:00
Cody Yu d11bf435a0 [MISC] Consolidate cleanup() and refactor offline_inference_with_prefix.py (#9510) 2024-10-18 14:30:55 -07:00
Jee Jee Li 36ea79079b [Misc][LoRA] Support loading LoRA weights for target_modules in reg format (#9275) 2024-10-11 12:31:21 +00:00
Prashant Gupta 9ade8bbc8d [Model] add a bunch of supported lora modules for mixtral (#9008) 
Signed-off-by: Prashant Gupta <prashantgupta@us.ibm.com>
 2024-10-04 16:24:40 +00:00
Jee Jee Li 3d49776bbb [Model][LoRA]LoRA support added for MiniCPMV2.5 (#7199) 2024-09-29 06:59:45 +00:00
Aaron PhamandCyrus Leung 9d104b5beb [CI/Build] Update Ruff version (#8469) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2024-09-18 11:00:56 +00:00
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
SangBin Choandsang f5e73c9f1b [Lora] Use safetensor keys instead of adapter_config.json to find unexpected modules. (#5909) 
Co-authored-by: sang <sangcho@anyscale.com>
 2024-06-30 17:11:15 +00:00
Cyrus Leung 0e9164b40a [mypy] Enable type checking for test directory (#5017) 2024-06-15 04:45:31 +00:00
youkaichao ea3890a5f0 [Core][Distributed] code deduplication in tp&pp with coordinator(#5293) 
[Core][Distributed] add coordinator to reduce code duplication in tp and pp (#5293)
 2024-06-12 17:27:08 -07:00
Antoni Baum ccdc490dda [Core] Change LoRA embedding sharding to support loading methods (#5038) 2024-06-06 19:07:57 -07:00
SangBin Cho c74c913bfb [misc] remove comments that were supposed to be removed (#4977) 2024-05-22 09:02:58 -04:00
Isotr0py f12c3b5b3d [Model] Add Phi-2 LoRA support (#4886) 2024-05-21 14:24:17 +09:00
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