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parameter-efficient-tuning

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adapter-hub / adapters

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

2756

368

5 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

2 年前

NVlabs / DoRA

[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

831

1 年前

jianghaojun / Awesome-Parameter-Efficient-Transfer-Learning

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

403

1 年前

HenryHZY / Awesome-Multimodal-LLM

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

356

2 年前

calpt / awesome-adapter-resources

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

197

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

192

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

111

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

109

1 个月前

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

thunlp / Prompt-Transferability

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

1 年前

ShiZhengyan / DePT

[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

1 年前

WillDreamer / Aurora

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

multi-modal-learning parameter-efficient-tuning

Python

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

10 个月前

morningmoni / UniPELT

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

parameter-efficient-tuning

Python

3 年前

LeapLabTHU / Cross-Modal-Adapter

[Pattern Recognition 2025] Cross-Modal Adapter for Vision-Language Retrieval

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

Python

3 天前

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

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

10 个月前

OSU-MLB / ViT_PEFT_Vision

[CVPR'25 (Highlight)] Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition

机器视觉深度学习 parameter-efficient-fine-tuning parameter-efficient-tuning pre-trained-model transfer-learning transformer vision-transformer visual-recognition

Jupyter Notebook

2 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