gnovack
a532c83849
use 'max_active_experts' for moe lora input size ( #33197 )
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Signed-off-by: gnovack <gnovack@amazon.com >
2026-02-27 03:50:43 +00:00
yugong333
ffe1fc7a28
Reduce the kernel overhead when num of active loras is smaller than max loras. Multiple cuda graphs are captured for each num of active-loras. ( #32005 )
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Signed-off-by: Yu Gong <yu3.gong@gmail.com >
2026-02-02 12:30:06 -05:00
Runkai Tao
7320ca3942
Add unpermute-aware fused MoE LoRA path ( #32655 )
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Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu >
2026-02-02 09:46:09 +08:00
ZT-AIA and Jee Jee Li
f84bf7d79b
Add Loraconfig parameter to get_punica_wrapper function ( #31408 )
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Signed-off-by: ZT-AIA <1028681969@qq.com >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
2025-12-29 22:27:31 -08:00
Jee Jee Li
1489902b53
[LoRA] Cleanup FusedMoEWithLoRA ( #29187 )
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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 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2025-11-21 09:46:43 +08:00
gnovack and Jee Jee Li
d69062c67a
add support for --fully-sharded-loras in fused_moe ( #28761 )
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Signed-off-by: gnovack <gnovack@amazon.com >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
2025-11-19 16:32:00 +08:00
d0c7792004
[Bugfix][LoRA][Spec Decode] Support LoRA with speculative decoding ( #21068 )
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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
yugong333 and Jee Jee Li
2ec401bc39
Load tuned fused_moe_lora shrink and expand kernel configs separately ( #27435 )
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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
gnovack and Jee Jee Li
294c805f1d
Early exit for MoE LoRA kernels ( #27131 )
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Signed-off-by: gnovack <gnovack@amazon.com >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
2025-11-03 20:22:17 +08:00
Cyrus Leung
7c2bdb83dc
[Misc] Clean up utils ( #27552 )
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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 )
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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 and Jee Jee Li
8e4ca4d14e
Bugfix - pass 'max_num_tokens_padded' into 'moe_lora_align_block_size' ( #27311 )
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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 )
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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 Lo and Jee Jee Li
b63f2143f8
[LoRA] LoRA cuda graph specialization ( #25914 )
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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
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y ( #26633 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-10-12 09:51:31 -07:00
Ashwin Phadke and Jee Jee Li
ab196edefb
Remove LoRA bias support ( #25807 )
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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
Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort ( #26247 )
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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 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2025-09-25 18:12:33 +00:00
Jee Jee Li
1eaff27815
[V0 deprecation] Remove long context LoRA ( #21169 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2025-07-19 02:15:41 -07:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText ( #19100 )
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Signed-off-by: simon-mo <simon.mo@hey.com >
2025-06-03 11:20:17 -07:00
Harry Mellor
9b5b39b650
Update deprecated type hinting in vllm/lora ( #18128 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-05-14 03:57:59 -07:00
Jee Jee Li
6db94571d7
[Misc] Remove LoRA log ( #15388 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2025-03-24 20:43:48 -07:00
Varun Sundar Rabindranath and Varun Sundar Rabindranath
8a8b30eac1
[Bugfix] LoRA V0 - Fix case where max_num_seqs is between cudagraph capture sizes ( #15308 )
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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
Varun Sundar Rabindranath and Varun Sundar Rabindranath
400d483e87
[Kernels] LoRA - Retire SGMV and BGMV Kernels ( #14685 )
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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 Rabindranath and Varun Sundar Rabindranath
0b1cfa6180
[Kernel] LoRA - Enable CUDAGraphs for V1 ( #14626 )
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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 Rabindranath and Varun Sundar Rabindranath
5ff0d32580
[V1] LoRA - Add triton kernels for V1 ( #13096 )
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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
Russell Bryant
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files ( #12628 )
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- **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
8bddb73512
[Hardware][CPU] Multi-LoRA implementation for the CPU backend ( #11100 )
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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
Jee Jee Li and Zhonghua Deng
b278557935
[Kernel][LoRA]Punica prefill kernels fusion ( #11234 )
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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
Jee Jee Li
3cb5769883
[Misc] Minor improvements to the readability of PunicaWrapperBase ( #11200 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2024-12-14 16:38:27 +00:00
Jee Jee Li
ca871491ed
[Misc][LoRA] Abstract PunicaWrapper ( #10955 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2024-12-09 12:54:44 -08:00
gnovack