parameter-efficient-learning
There are 22 repositories under parameter-efficient-learning topic.
huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
adapter-hub/adapters
A Unified Library for Parameter-Efficient and Modular Transfer Learning
THUDM/P-tuning-v2
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
thunlp/OpenDelta
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
THUDM/P-tuning
A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
OpenBMB/CPM-Live
Live Training for Open-source Big Models
jianghaojun/Awesome-Parameter-Efficient-Transfer-Learning
A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.
HenryHZY/Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
calpt/awesome-adapter-resources
Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning
joaopauloschuler/k-neural-api
K-CAI NEURAL API - Keras based neural network API that will allow you to create parameter-efficient, memory-efficient, flops-efficient multipath models with new layer types. There are plenty of examples and documentation.
juyongjiang/CodeUp
CodeUp: A Multilingual Code Generation Llama-X Model with Parameter-Efficient Instruction-Tuning
ga642381/Speech-Prompts-Adapters
This Repository surveys the paper focusing on Prompting and Adapters for Speech Processing.
thunlp/Prompt-Transferability
On Transferability of Prompt Tuning for Natural Language Processing
Paranioar/UniPT
[CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"
LeapLabTHU/Cross-Modal-Adapter
[Pattern Recognition 2025] Cross-Modal Adapter for Vision-Language Retrieval
Srijith-rkr/KAUST-Whisper-Adapter
INTERSPEECH 23 - Refunction Whisper to recognize new tasks with adapters!
SALT-NLP/Adaptive-Compositional-Modules
Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"
AuroraZengfh/ModalPrompt
[EMNLP'25 main] Official Implementation of ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt
declare-lab/domadapter
Code for EACL'23 paper "Udapter: Efficient Domain Adaptation Using Adapters"
cliang1453/CAMERO
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)
joaopauloschuler/kEffNetV1
This repository contains the source code for the paper "Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks".
Paranioar/SHERL
[ECCV2024] The code of "SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning"