Search Results - RepositoryStats

353

2.6k

apache-2.0

29

A Unified Library for Parameter-Efficient and Modular Transfer Learning

nlp bert lora pytorch adapters transformers parameter-efficient-tuning natural-language-processing parameter-efficient-learning

Created 2020-04-21

149 commits to main branch, last one 19 days ago

Awesome_Prompting_Papers_in_Computer_Vision ttengwang

71

907

unknown

34

A curated list of prompt-based paper in computer vision and vision-language learning.

adapter prompt-tuning visual-prompt prompt-learning few-shot-learning zero-shot-learning parameter-efficient-tuning

Created 2022-01-16

61 commits to main branch, last one about a year ago

DoRA NVlabs

44

662

other

11

[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation

lora deep-learning instruction-tuning vision-and-language deep-neural-networks commonsense-reasoning large-language-models parameter-efficient-tuning large-vision-language-models parameter-efficient-fine-tuning

Created 2024-04-11

45 commits to main branch, last one 2 months ago

Awesome-Parameter-Efficient-Transfer-Learning jianghaojun

25

392

mit

21

A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

deep-learning computer-vision machine-learning transfer-learning multimodal-deep-learning parameter-efficient-tuning parameter-efficient-learning

Created 2022-12-22

66 commits to main branch, last one 2 months ago

Awesome-Multimodal-LLM HenryHZY

16

356

mit

17

Research Trends in LLM-guided Multimodal Learning.

llm multimodal instruction-tuning in-context-learning multimodal-learning large-language-models parameter-efficient-tuning parameter-efficient-learning multimodal-large-language-models

Created 2023-05-29

16 commits to main branch, last one about a year ago

awesome-adapter-resources calpt

10

180

isc

4

Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning

nlp peft awesome adapters transformers deep-learning parameter-efficient-tuning natural-language-processing parameter-efficient-learning

Created 2023-04-10

12 commits to main branch, last one 7 months ago

PETL-ViT JieShibo

8

174

mit

2

[ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass

pytorch visual-prompting transfer-learning parameter-efficient-tuning

Created 2022-07-08

37 commits to main branch, last one about a year ago

BlackVIP changdaeoh

8

105

unknown

4

Official implementation for CVPR'23 paper "BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning"

prompt-tuning visual-prompting foundation-models transfer-learning black-box-optimization parameter-efficient-tuning

Created 2023-02-27

15 commits to main branch, last one about a year ago

PEViT eric-ai-lab

5

97

mit

6

Official implementation of AAAI 2023 paper "Parameter-efficient Model Adaptation for Vision Transformers"

pytorch fine-tuning vision-transformer image-classification parameter-efficient-tuning

Created 2022-12-05

4 commits to master branch, last one 2 years ago

Prompt-Transferability thunlp

11

97

mit

7

On Transferability of Prompt Tuning for Natural Language Processing

nlp prompt pytorch prompt-tuning pretrained-models transfer-learning pretrained-language-model parameter-efficient-tuning pretrained-language-models parameter-efficient-learning

Created 2021-05-29

689 commits to main branch, last one 7 months ago

DePT ZhengxiangShi

15

95

mit

2

[ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"

nlp peft fine-tuning prompt-tuning language-model transfer-learning nlp-machine-learning large-language-models parameter-efficient-tuning natural-language-processing parameter-efficient-fine-tuning

Created 2023-09-11

29 commits to main branch, last one 8 months ago

Aurora WillDreamer

7

83

unknown

5

[NeurIPS2023] Parameter-efficient Tuning of Large-scale Multimodal Foundation Model

multi-modal-learning parameter-efficient-tuning

Created 2023-05-14

20 commits to main branch, last one about a year ago

ZO-LLM ZO-Bench

6

81

gpl-3.0

4

[ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".

large-language-models zeroth-order-optimization parameter-efficient-tuning

Created 2024-02-16

12 commits to main branch, last one 5 months ago

UniPT Paranioar

1

65

apache-2.0

1

[CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"

cross-modal transfer-learning memory-efficient-tuning memory-efficient-learning parameter-efficient-tuning parameter-efficient-learning parameter-efficient-fine-tuning

Created 2023-08-28

17 commits to main branch, last one 2 months ago

UniPELT morningmoni

4

58

unknown

4

Code for paper "UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning", ACL 2022

parameter-efficient-tuning

Created 2022-02-18

3 commits to master branch, last one 2 years ago

Cross-Modal-Adapter LeapLabTHU

2

55

apache-2.0

5

[arXiv] Cross-Modal Adapter for Text-Video Retrieval

clip adapter pytorch deep-learning machine-learning vision-and-language video-text-retrieval parameter-efficient-tuning parameter-efficient-learning

Created 2022-11-16

15 commits to main branch, last one 2 years ago

LAMDA-ZhiJian zhangyikaii

2

51

mit

3

ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse

toolbox model-reuse model-merging regularization pre-trained-model knowledge-distillation parameter-efficient-tuning

Created 2023-07-13

42 commits to main branch, last one about a year ago

VoP bighuang624

3

38

unknown

4

[CVPR 2023] VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval

cvpr2023 prompt-tuning visual-prompting transfer-learning parameter-efficient-tuning

Created 2022-11-22

2 commits to master branch, last one about a year ago

DGL knightyxp

1

31

other

1

[AAAI 2024] DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval.

prompt-tuning cross-modal-learning video-text-retrieval cross-modal-retrieval parameter-efficient-tuning video-language-understanding

Created 2024-02-14

28 commits to main branch, last one 2 months ago

Adapter4Rec westlake-repl

3

28

unknown

1

Multi-domain Recommendation with Adapter Tuning

adapter llm4rec prompt-tu fine-tuning cross-domain recommender-sytem lora-recommendation large-language-model multi-domain-learning adapter-recommendation pre-train-recommendation parameter-efficient-tuning cross-domain-recommendation multi-domain-recommendation transferable-recommendation foundation-recommendation-model

Created 2023-08-07

79 commits to main branch, last one 9 months ago

PETL_Vision OSU-MLB

0

26

unknown

2

Lessons Learned from a Unifying Empirical Study of Parameter-Efficient Transfer Learning (PETL) in Visual Recognition

transformer deep-learning computer-vision pre-trained-model transfer-learning vision-recognition vision-transformer visual-recognition parameter-efficient-tuning parameter-efficient-fine-tuning

Created 2024-09-22

4 commits to main branch, last one about a month ago

ProMetaR mlvlab

1

25

mit

6

Official implementation of CVPR 2024 paper "Prompt Learning via Meta-Regularization".

cvpr2024 prompt-learning parameter-efficient-tuning

Created 2024-03-23

9 commits to main branch, last one 4 months ago