Search Results - RepositoryStats

328

2.5k

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

119 commits to main branch, last one 13 hours ago

Awesome_Prompting_Papers_in_Computer_Vision ttengwang

68

872

unknown

37

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 7 months ago

Awesome-Parameter-Efficient-Transfer-Learning jianghaojun

23

365

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

63 commits to main branch, last one 17 days ago

DoRA NVlabs

19

363

other

10

[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

39 commits to main branch, last one 11 days ago

Awesome-Multimodal-LLM HenryHZY

16

336

mit

16

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 8 months ago

PETL-ViT JieShibo

7

162

mit

2

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

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

Created 2022-07-08

37 commits to main branch, last one 11 months ago

awesome-adapter-resources calpt

7

159

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 about a month ago

BlackVIP changdaeoh

7

101

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 10 months ago

PEViT eric-ai-lab

4

94

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 about a year ago

Prompt-Transferability thunlp

11

90

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 about a month ago

DePT ZhengxiangShi

14

86

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 2 months ago

Aurora WillDreamer

6

79

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 7 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

UniPT Paranioar

0

53

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

Created 2023-08-28

13 commits to main branch, last one 2 months ago

Cross-Modal-Adapter LeapLabTHU

2

51

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 about a year ago

LAMDA-ZhiJian zhangyikaii

2

47

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 10 months ago

ZO-LLM ZO-Bench

3

34

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

8 commits to main branch, last one 14 days ago

VoP bighuang624

3

32

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