8 results found Sort:

synbol
Awesome-Parameter-Efficient-Transfer-Learning synbol
10
393
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
194 commits to main branch, last one about a month ago
Paranioar
Awesome_Matching_Pretraining_Transfering Paranioar
48
365
mit
11
The Paper List of Large Multi-Modality Model, Parameter-Efficient Finetuning, Vision-Language Pretraining, Conventional Image-Text Matching for Preliminary Insight.
tutorial awesome-list image-text-matching large-vision-models vision-and-language image-text-retrieval video-text-retrieval cross-modal-retrieval large-language-models multimodal-pretraining video-text-recognition memory-efficient-tuning visual-semantic-embedding large-vision-language-models parameter-efficient-fine-tuning
Created 2020-12-22
128 commits to main branch, last one 22 days ago
NVlabs
DoRA NVlabs
18
355
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
liuqidong07
MOELoRA-peft liuqidong07
10
102
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
20 commits to master branch, last one about a month ago
ZhengxiangShi
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
ziplab
SPT ziplab
2
56
mit
4
[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 9 months ago
architkaila
Fine-Tuning-LLMs-for-Medical-Entity-Extraction architkaila
3
33
mit
3
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 6 months ago
umbertocappellazzo
PETL_AST umbertocappellazzo
1
31
unknown
6
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
44 commits to main branch, last one 24 days ago