GitHub topics: parameter-efficient-learning
adapter-hub/adapters
A Unified Library for Parameter-Efficient and Modular Transfer Learning
Language: Jupyter Notebook - Size: 96.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2,684 - Forks: 359

HenryHZY/Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
Size: 17.6 KB - Last synced at: about 14 hours ago - Pushed at: over 1 year ago - Stars: 358 - Forks: 16

huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Language: Python - Size: 15.9 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 18,115 - Forks: 1,819

calpt/awesome-adapter-resources
Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning
Language: Python - Size: 213 KB - Last synced at: 3 days ago - Pushed at: 12 months ago - Stars: 189 - Forks: 11

THUDM/P-tuning
A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
Language: Python - Size: 5.98 MB - Last synced at: about 21 hours ago - Pushed at: over 2 years ago - Stars: 929 - Forks: 111

thunlp/OpenDelta
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
Language: Python - Size: 42 MB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 1,022 - Forks: 82

ga642381/Speech-Prompts-Adapters
This Repository surveys the paper focusing on Prompting and Adapters for Speech Processing.
Size: 45.9 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 108 - Forks: 5

thunlp/Prompt-Transferability
On Transferability of Prompt Tuning for Natural Language Processing
Language: Python - Size: 629 MB - Last synced at: 17 days ago - Pushed at: 12 months ago - Stars: 99 - Forks: 11

juyongjiang/CodeUp
CodeUp: A Multilingual Code Generation Llama-X Model with Parameter-Efficient Instruction-Tuning
Language: Python - Size: 18.6 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 124 - Forks: 9

giaminh03112011/Fine-Tuning
End-to-end fine-tuning of Hugging Face models using LoRA, QLoRA, quantization, and PEFT techniques. Optimized for low-memory with efficient model deployment
Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

declare-lab/domadapter
Code for EACL'23 paper "Udapter: Efficient Domain Adaptation Using Adapters"
Language: Python - Size: 538 KB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 1

OpenBMB/CPM-Live
Live Training for Open-source Big Models
Language: Python - Size: 1.11 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 511 - Forks: 40

THUDM/P-tuning-v2
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
Language: Python - Size: 1.41 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 1,974 - Forks: 201

Paranioar/SHERL
[ECCV2024] The code of "SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning"
Size: 8.79 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

jianghaojun/Awesome-Parameter-Efficient-Transfer-Learning
A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.
Size: 165 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 372 - Forks: 23

SALT-NLP/Adaptive-Compositional-Modules
Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"
Language: Python - Size: 2.85 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 38 - Forks: 2

Srijith-rkr/KAUST-Whisper-Adapter
INTERSPEECH 23 - Refunction Whisper to recognize new tasks with adapters!
Language: Python - Size: 5.26 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 2

Paranioar/UniPT
[CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"
Language: Python - Size: 15.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 49 - Forks: 0

joaopauloschuler/kEffNetV1
This repository contains the source code for the paper "Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks".
Language: Jupyter Notebook - Size: 131 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 1

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.
Language: Python - Size: 15.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 130 - Forks: 110

cliang1453/CAMERO
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)
Language: Python - Size: 230 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 0

LeapLabTHU/Cross-Modal-Adapter
[arXiv] Cross-Modal Adapter for Text-Video Retrieval
Size: 3.39 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 29 - Forks: 2
