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140 Commits
Author SHA1 Message Date
Feng XiaoLongandCrucifixion-Fxl 4fc1bf813a [Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking (#18454) 
Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
 2025-05-23 16:16:26 -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
omahs a9944aabfa fix: typos (#18151) 
Signed-off-by: omahs <73983677+omahs@users.noreply.github.com>
 2025-05-15 02:16:15 -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 a944f8ede7 [Misc] Delete LoRA-related redundancy code (#17841) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-08 06:02:21 -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
Isotr0py f98e307588 [Bugfix] Fix missing lora name mapping for lora without prefix (#17793) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-07 16:17:12 +00:00
Mengqing Cao f9bc5a0693 [Bugfix] Fix triton import with local TritonPlaceholder (#17446) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2025-05-06 17:53:09 +08:00
Varun Sundar Rabindranath 90bd2ae172 [Bugfix] LoRA - Retire unused maxnreg LoRA kernel argument (#17677) 2025-05-05 17:34:29 -07:00
Harry Mellor d6484ef3c3 Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Aaron Pham da4e7687b5 [Fix] Support passing args to logger (#17425) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-04-30 08:06:58 -07:00
Alex BrooksandJee Jee Li 756848e79e [Bugfix] Fix Lora Name Parsing (#17196) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-04-27 20:33:09 +08:00
Angky WilliamandAngky William fdcb850f14 [Misc] Enable vLLM to Dynamically Load LoRA from a Remote Server (#10546) 
Signed-off-by: Angky William <angkywilliam@Angkys-MacBook-Pro.local>
Co-authored-by: Angky William <angkywilliam@Angkys-MacBook-Pro.local>
 2025-04-15 22:31:38 +00:00
Jee Jee Li a26f59ccbc [Misc] Raise error for V1 not supporting Long LoRA. (#16415) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-04-11 01:51:20 -07:00
Jee Jee Li f7030df3be [Core][LoRA][1/N] Add LoRA for EncoderDecoderModelRunner (#15990) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-04-11 15:32:37 +08:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 3a100b9278 [Bugfix] LoRA : Fix the order in which the kernels process LoRAs (#16040) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-04-06 14:04:50 +00:00
cyyever 1aa162e030 Apply torchfix (#15532) 
Signed-off-by: cyy <cyyever@outlook.com>
 2025-03-26 12:09:06 +00:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 6c663dfd5e [misc] LoRA - Skip LoRA kernels when not required (#15152) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-26 11:33:45 +08:00
Antonio GómezandServerAI 5d8e1c9279 [Bugfix] Support triton==3.3.0+git95326d9f for RTX 5090 (Unsloth + vLLM compatibility) (#15471) 
Co-authored-by: ServerAI <ai@exc-mad-ai.com>
 2025-03-25 17:59:25 +00:00
Jee Jee Li 6db94571d7 [Misc] Remove LoRA log (#15388) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-24 20:43:48 -07:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 8a8b30eac1 [Bugfix] LoRA V0 - Fix case where max_num_seqs is between cudagraph capture sizes (#15308) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-22 02:03:32 -07:00
Jee Jee Li db7c8ca910 [Misc] Embedding model support LoRA (#14935) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-18 12:07:00 +00:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 400d483e87 [Kernels] LoRA - Retire SGMV and BGMV Kernels (#14685) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-18 09:47:53 +00:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 0b1cfa6180 [Kernel] LoRA - Enable CUDAGraphs for V1 (#14626) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-13 20:42:04 -07:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 5ff0d32580 [V1] LoRA - Add triton kernels for V1 (#13096) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-10 17:27:53 -04:00
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
Isotr0py e17e4488bd [LoRA] Remove linear hack outside transformers backend (#14177) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-03-05 15:06:28 +00:00
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 5157338ed9 [Misc] Improve LoRA spelling (#13831) 2025-02-25 23:43:01 -08:00
cjackal 51010a1807 [Misc] set single whitespace between log sentences (#13771) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
 2025-02-25 10:26:12 +08:00
Jee Jee Li 105b8ce4c0 [Misc] Reduce LoRA-related static variable (#13166) 2025-02-22 00:21:30 -08:00
Varun Sundar Rabindranath b69692a2d8 [Kernel] LoRA - Refactor sgmv kernels (#13110) 2025-02-20 07:28:06 -05:00
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
Qubitium-ModelCloud 36a08630e8 [CORE] [QUANT] Support for GPTQModel's dynamic quantization per module override/control (#7086) 2025-02-12 09:19:43 -08:00
Jee Jee Li 82cabf53a3 [Misc] Delete unused LoRA modules (#13151) 2025-02-12 08:58:24 -08:00
Sanju C Sudhakaran 2880e21e3d [Hardware][Intel-Gaudi] Enable long-contexts + LoRA support for Intel Gaudi (#12812) 
Signed-off-by: Sanju C Sudhakaran <scsudhakaran@habana.ai>
 2025-02-08 17:15:30 +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
Russell Bryant e497f33491 [Core] Silence unnecessary deprecation warnings (#12620) 
I noticed during testing that I was getting a lot of these deprecation
warnings about `local_lora_path`:

```
DeprecationWarning: The 'lora_local_path' attribute is deprecated
     and will be removed in a future version.
     Please use 'lora_path' instead.
```

The check used for emitting this warning was always True, even when the
parameter was not actually specified. It will always be in
`__struct_fields__`. We should be checking for a non-None value,
instead.

Signed-off-by: Russell Bryant <rbryant@redhat.com>

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 15:35:50 +08:00
Harry Mellor 823ab79633 Update pre-commit hooks (#12475) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-27 17:23:08 -07:00
Russell Bryant d3d6bb13fb Set weights_only=True when using torch.load() (#12366) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-01-24 02:17:30 +00:00
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
youkaichao bf53e0c70b Support torchrun and SPMD-style offline inference (#12071) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-16 19:58:53 +08:00
Varun Sundar RabindranathandVarun Sundar Rabindranath ebd8c669ef [Bugfix] Fix _get_lora_device for HQQ marlin (#12090) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-01-15 19:59:42 +00:00
Shanshan Shen a7d59688fb [Platform] Move get_punica_wrapper() function to Platform (#11516) 
Signed-off-by: Shanshan Shen <467638484@qq.com>
 2025-01-13 13:12:10 +00:00
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
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
Cyrus LeungandMaxime Fournioux d848800e88 [Misc] Move print_*_once from utils to logger (#11298) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
Co-authored-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
 2025-01-09 12:48:12 +08:00
Jee Jee LiandZhonghua Deng b278557935 [Kernel][LoRA]Punica prefill kernels fusion (#11234) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Abatom <abzhonghua@gmail.com>
Co-authored-by: Zhonghua Deng <abatom@163.com>
 2025-01-07 04:01:39 +00:00
Lucas Tuckerandlucast2021 9c749713f6 [mypy] Forward pass function type hints in lora (#11740) 
Signed-off-by: lucast2021 <lucast2021@headroyce.org>
Co-authored-by: lucast2021 <lucast2021@headroyce.org>
 2025-01-06 07:59:36 +00:00