Projects in Awesome Lists tagged with parameter-efficient-tuning
A curated list of projects in awesome lists tagged with parameter-efficient-tuning .
https://github.com/adapter-hub/adapters
A Unified Library for Parameter-Efficient and Modular Transfer Learning
adapters bert lora natural-language-processing nlp parameter-efficient-learning parameter-efficient-tuning pytorch transformers
Last synced: 14 Dec 2025
https://github.com/NVlabs/DoRA
[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
commonsense-reasoning deep-learning deep-neural-networks instruction-tuning large-language-models large-vision-language-models lora parameter-efficient-fine-tuning parameter-efficient-tuning vision-and-language
Last synced: 30 Aug 2025
https://github.com/JieShibo/PETL-ViT
[ICCV 2023] Binary Adapters, [AAAI 2023] FacT, [Tech report] Convpass
parameter-efficient-tuning pytorch transfer-learning visual-prompting
Last synced: 05 Apr 2025
https://github.com/thunlp/prompt-transferability
On Transferability of Prompt Tuning for Natural Language Processing
nlp parameter-efficient-learning parameter-efficient-tuning pretrained-language-model pretrained-language-models pretrained-models prompt prompt-tuning pytorch transfer-learning
Last synced: 25 Apr 2025
https://github.com/thunlp/Prompt-Transferability
On Transferability of Prompt Tuning for Natural Language Processing
nlp parameter-efficient-learning parameter-efficient-tuning pretrained-language-model pretrained-language-models pretrained-models prompt prompt-tuning pytorch transfer-learning
Last synced: 21 Jun 2025
https://github.com/eric-ai-lab/PEViT
Official implementation of AAAI 2023 paper "Parameter-efficient Model Adaptation for Vision Transformers"
fine-tuning image-classification parameter-efficient-tuning pytorch vision-transformer
Last synced: 05 Apr 2025
https://github.com/morningmoni/UniPELT
Code for paper "UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning", ACL 2022
Last synced: 21 Jun 2025
https://github.com/bighuang624/vop
[CVPR 2023] VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval
cvpr2023 parameter-efficient-tuning prompt-tuning transfer-learning visual-prompting
Last synced: 03 Feb 2026
https://github.com/imkett/adavae
[Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation
controllable-generation gpt-2 nlp parameter-efficient-tuning representation-learning text-classification text-generation vae variational-autoencoder
Last synced: 13 Apr 2025
https://github.com/Allen0307/AdapterBias
Code for the Findings of NAACL 2022(Long Paper): AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks
adapter nlp parameter-efficient-tuning transformers
Last synced: 21 Jun 2025
https://github.com/declare-lab/domadapter
Code for EACL'23 paper "Udapter: Efficient Domain Adaptation Using Adapters"
adapters domain-adaptation parameter-efficient-learning parameter-efficient-tuning
Last synced: 14 Apr 2025
https://github.com/daskol/lotr
Low Tensor Rank adaptation of large language models
fine-tuning llm lora lotr parameter-efficient-tuning peft
Last synced: 28 Oct 2025
https://github.com/sergio11/llm_finetuning_and_evaluation
The LLM FineTuning and Evaluation project 🚀 enhances FLAN-T5 models for tasks like summarizing Spanish news articles 🇪🇸📰. It features detailed notebooks 📚 on fine-tuning and evaluating models to optimize performance for specific applications. 🔍✨
ethical-ai fine-tuning flan-t5 llm machine-learning natural-language-processing nlp parameter-efficient-tuning ppo prompt-engineering python pytorch qlora rlhf text-generation tinyllama transformer-models
Last synced: 11 Mar 2026
