Search Results - RepositoryStats

53

766

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

45 commits to main branch, last one 6 months ago

Awesome-Parameter-Efficient-Transfer-Learning synbol

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546

unknown

7

Collection of awesome parameter-efficient fine-tuning resources.

survey transformer awesome-list deep-learning computer-vision transfer-learning pre-trained-models parameter-efficient-fine-tuning

Created 2022-11-24

5 commits to main branch, last one 29 days ago

Awesome_Matching_Pretraining_Transfering Paranioar

48

425

mit

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The Paper List of Large Multi-Modality Model (Perception, Generation, Unification), Parameter-Efficient Finetuning, Vision-Language Pretraining, Conventional Image-Text Matching for Preliminary Insigh...

tutorial awesome-list image-text-matching large-vision-models vision-and-language image-text-retrieval large-language-model video-text-retrieval cross-modal-retrieval large-language-models multimodal-pretraining video-text-recognition memory-efficient-tuning text-to-image-synthesis text-to-image-generation text-to-video-generation visual-semantic-embedding large-vision-language-models parameter-efficient-fine-tuning multimodal-large-language-models

Created 2020-12-22

130 commits to main branch, last one 4 months ago

MOELoRA-peft liuqidong07

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159

mit

3

[SIGIR'24] The official implementation code of MOELoRA.

peft chatglm multi-task mixture-of-experts multitask-learning low-rank-adaptation peft-fine-tuning-llm large-language-models parameter-efficient-fine-tuning

Created 2023-10-19

21 commits to master branch, last one 9 months ago

Subspace-Tuning Chongjie-Si

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136

apache-2.0

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A generalized framework for subspace tuning methods in parameter efficient fine-tuning.

glue lora llama adapter llama2-7b llama3-8b lora-dash subspace-tuning pretrained-models soft-prompt-tuning low-rank-adaptation commonsense-reasoning subject-driven-generation natural-language-generation natural-language-processing natural-language-understanding parameter-efficient-fine-tuning

Created 2024-07-06

22 commits to main branch, last one 2 months ago

DePT ShiZhengyan

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97

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 about a year ago

Fine-Tuning-LLMs-for-Medical-Entity-Extraction architkaila

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73

mit

2

Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and Lo...

fine-tuning-llm entity-extraction medical-application large-language-models parameter-efficient-fine-tuning

Created 2023-12-03

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

UniPT Paranioar

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68

apache-2.0

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[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 6 months ago

SPT ziplab

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68

mit

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[ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.

lora peft adapter prompt-tuning transfer-learning parameter-efficient-fine-tuning

Created 2023-03-15

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

KDPL miccunifi

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56

unknown

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[ECCV 2024] - Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation

clip kdpl prompt-learning few-shot-learning vision-language-model knowledge-distillation parameter-efficient-fine-tuning

Created 2024-07-04

11 commits to main branch, last one 5 months ago

FAMix astra-vision

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unknown

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[CVPR 2024] Domain generalization by interpolating original feature styles with styles obtained using random descriptions in natural language

style-mixing computer-vision vision-language scene-understanding domain-generalization semantic-segmentation parameter-efficient-fine-tuning prompt-driven-instance-normalization contrastive-language-image-pre-training

Created 2023-11-29

15 commits to main branch, last one 8 months ago

CorDA iboing

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apache-2.0

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CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)

world-knowledge large-language-models task-aware-fine-tuning catastrophic-forgetting parameter-efficient-fine-tuning

Created 2024-06-06

31 commits to main branch, last one 3 months ago

PETL_AST umbertocappellazzo

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unknown

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This is the official repository of the papers "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers" and "Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of...

lora adapter prompt-tuning audio-processing transfer-learning mixture-of-experts mixture-of-adapters audio-spectrogram-transformer parameter-efficient-fine-tuning

Created 2023-12-02

53 commits to main branch, last one 8 months ago

ViT_PEFT_Vision OSU-MLB

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unknown

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

cvpr2025 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

15 commits to main branch, last one 7 days ago