parameter-efficient-tuning

adapter-hub / adapters

#自然语言处理#A Unified Library for Parameter-Efficient and Modular Transfer Learning

自然语言处理 adapters transformers bert PyTorch parameter-efficient-learning parameter-efficient-tuning lora

Python 2.71 k

19 天前

ttengwang / Awesome_Prompting_Papers_in_Computer_Vision

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

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

921

1 年前

NVlabs / DoRA

#计算机科学#[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation

commonsense-reasoning 深度学习深度神经网络 instruction-tuning large-language-models large-vision-language-models lora parameter-efficient-fine-tuning parameter-efficient-tuning vision-and-language

Python 797

8 个月前

jianghaojun / Awesome-Parameter-Efficient-Transfer-Learning

#计算机科学#A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

机器视觉深度学习机器学习 multimodal-deep-learning parameter-efficient-learning parameter-efficient-tuning transfer-learning

402

9 个月前

HenryHZY / Awesome-Multimodal-LLM

#大语言模型#Research Trends in LLM-guided Multimodal Learning.

大语言模型 multimodal large-language-models multimodal-learning in-context-learning instruction-tuning multimodal-large-language-models parameter-efficient-learning parameter-efficient-tuning

358

2 年前

calpt / awesome-adapter-resources

#自然语言处理#Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning

adapters 深度学习自然语言处理 parameter-efficient-learning parameter-efficient-tuning transformers Awesome Lists peft

Python 193

1 年前

JieShibo / PETL-ViT

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

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

Python 187

2 年前

changdaeoh / BlackVIP

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

foundation-models parameter-efficient-tuning prompt-tuning transfer-learning visual-prompting

Python 110

2 年前

eric-ai-lab / PEViT

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

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

Python 105

2 年前

ZO-Bench / ZO-LLM

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

large-language-models parameter-efficient-tuning

Python 103

1 年前

thunlp / Prompt-Transferability

#自然语言处理#On Transferability of Prompt Tuning for Natural Language Processing

自然语言处理 parameter-efficient-learning pretrained-language-model pretrained-language-models pretrained-models prompt prompt-tuning PyTorch transfer-learning parameter-efficient-tuning

Python 99

1 年前

ShiZhengyan / DePT

#自然语言处理#[ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"

fine-tuning language-model large-language-models 自然语言处理 parameter-efficient-tuning peft prompt-tuning parameter-efficient-fine-tuning transfer-learning

Python 96

1 年前

WillDreamer / Aurora

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

multi-modal-learning parameter-efficient-tuning

Python 86

2 年前

Paranioar / UniPT

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

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

Python 68

8 个月前

morningmoni / UniPELT

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

parameter-efficient-tuning

Python 59

3 年前

LeapLabTHU / Cross-Modal-Adapter

#计算机科学#[arXiv] Cross-Modal Adapter for Text-Video Retrieval

adapter clip parameter-efficient-tuning vision-and-language PyTorch 深度学习机器学习 parameter-efficient-learning

3 年前

zhangyikaii / LAMDA-ZhiJian

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

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

Python 51

2 年前

knightyxp / DGL

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

cross-modal-learning cross-modal-retrieval parameter-efficient-tuning prompt-tuning

Python 41

8 个月前

bighuang624 / VoP

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

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

2 年前

ImKeTT / AdaVAE

#自然语言处理#[Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation

gpt-2 自然语言处理 parameter-efficient-tuning representation-learning vae controllable-generation text-classification text-generation variational-autoencoder

Python 35

2 年前