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56 Commits

Author SHA1 Message Date
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
Akshat Tripathi
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
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 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
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
Qubitium-ModelCloud
36a08630e8
[CORE] [QUANT] Support for GPTQModel's dynamic quantization per module override/control (#7086) 2025-02-12 09:19:43 -08:00
Varun 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
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
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 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
Lucas Tucker
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
ZincCat
61fed92c7e
[Bugfix] Fix ColumnParallelLinearWithLoRA slice (#11708) 
Signed-off-by: ZincCat <zincchloride@outlook.com>
 2025-01-03 21:02:34 +00:00
Jason T. Greene
f1d1bf6288
[Bugfix] Fix fully sharded LoRAs with Mixtral (#11390) 
Signed-off-by: Jason Greene <jason.greene@redhat.com>
 2024-12-22 23:25:10 +08:00
Sanju C Sudhakaran
8195824206
[Hardware][Intel-Gaudi] Enable LoRA support for Intel Gaudi (HPU) (#10565) 
Signed-off-by: Sanju C Sudhakaran <scsudhakaran@habana.ai>
 2024-12-12 08:09:28 +00:00
Jee Jee Li
ca871491ed
[Misc][LoRA] Abstract PunicaWrapper (#10955) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-09 12:54:44 -08:00
Isotr0py
b26b4cd03c
[Misc][LoRA] Refactor and clean MergedQKVParallelLinearWithLora implementation (#10958) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-12-07 18:33:49 +08:00
Jee Jee Li
571da8fc43
[Misc][LoRA] Clean up the function interface of Punica (#10917) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-05 13:22:28 +00:00
Jee Jee Li
b45f0d7946
[Misc][LoRA] Move the implementation of lora bias to punica.py (#10829) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-02 17:53:36 +00:00
Jee Jee Li
1700c543a5
[Bugfix] Fix LoRA weight sharding (#10450) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2024-11-23 17:23:17 -08:00
Jee Jee Li
1d65ec7eeb
[Bugfix] Fix fully sharded LoRA bug (#10352) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-15 10:34:58 +00:00
Umesh
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
Ahmad Fahadh Ilyas
21906a6f50
[Bugfix] Fix lora loading for Compressed Tensors in #9120 (#9179) 2024-10-09 12:10:44 +00:00
Dipika Sikka
23f322297f
[Misc] Remove SqueezeLLM (#8220) 2024-09-06 16:29:03 -06:00
William Lin
57b7be0e1c
[Speculative decoding] [Multi-Step] decouple should_modify_greedy_probs_inplace (#6971) 2024-08-09 05:42:45 +00:00
Jee Jee Li
9118217f58
[LoRA] Relax LoRA condition (#7146) 2024-08-06 01:57:25 +00:00
Jee Jee Li
f80ab3521c
Clean up remaining Punica C information (#7027) 2024-08-04 15:37:08 -07:00
Jee Jee Li
99d7cabd7b
[LoRA] ReplicatedLinear support LoRA (#7081) 2024-08-02 22:40:19 -07:00
Jee Jee Li
7ecee34321
[Kernel][RFC] Refactor the punica kernel based on Triton (#5036) 2024-07-31 17:12:24 -07:00
Woosuk Kwon
d09b94ca58
[TPU] Support collective communications in XLA devices (#6813) 2024-07-27 01:45:57 +00:00
Swapnil Parekh
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
Qubitium-ModelCloud
ee93f4f92a
[CORE] Quantized lm-head Framework (#4442) 
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: ZX <zx@lbx.dev>
 2024-07-02 22:25:17 +00:00
Woosuk Kwon
79c92c7c8a
[Model] Add Gemma 2 (#5908) 2024-06-27 13:33:56 -07:00
Jee Li
67005a07bc
[Bugfix] Add fully sharded layer for QKVParallelLinearWithLora (#5665) 
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
 2024-06-21 04:46:28 +00:00
Antoni Baum
ccdc490dda
[Core] Change LoRA embedding sharding to support loading methods (#5038) 2024-06-06 19:07:57 -07:00
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
Austin Veselka
10760da800
[Bugfix] Fixed error in slice_lora_b for MergedQKVParallelLinearWithLora (#4609) 2024-05-07 10:59:07 -07:00
Austin Veselka
eefeb16464
[Kernel] Full Tensor Parallelism for LoRA Layers (#3524) 
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
 2024-04-27 00:03:48 -07:00
Cody Yu
a62aaf1df5
[Misc][Refactor] Generalize linear_method to be quant_method (#4373) 2024-04-26 16:41:14 -04:00
SangBin Cho
b5b4a398a7
[Mypy] Typing lora folder (#4337) 2024-04-25 19:13:50 +00:00
Jee Li
b8aacac31a
[Bugfix] Fix LoRA bug (#4032) 2024-04-12 16:56:37 -07:00
Jee Li
1096717ae9
[Core] Support LoRA on quantized models (#4012) 2024-04-11 21:02:44 -07:00
Antoni Baum
1e96c3341a
Add extra punica sizes to support bigger vocabs (#4015) 2024-04-11 22:18:57 +00:00
Antoni Baum
a10d3056da
[Core] Set linear_weights directly on the layer (#3977) 2024-04-11 16:35:51 -04:00
SangBin Cho
67b4221a61
[Core][5/N] Fully working chunked prefill e2e (#3884) 2024-04-10 17:56:48 -07:00
youkaichao
63e7176f26
[Core][Refactor] move parallel_utils into vllm/distributed (#3950) 
[WIP][Core][Refactor] move vllm/model_executor/parallel_utils into vllm/distributed and vllm/device_communicators (#3950)
 2024-04-10 15:33:30 -07:00
Jee Li
8af890a865
Enable more models to inference based on LoRA (#3382) 
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
 2024-03-25 18:09:31 -07:00