parameter-efficient

There are 1 repository under parameter-efficient topic.

PhoebusSi / Alpaca-CoT
We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！
alpaca chatglm chatgpt cot instruction-tuning llama llm lora moss p-tuning parameter-efficient pytorch tabul tabular-data tabular-model
Language:Jupyter Notebook 2774
AGI-Edgerunners / LLM-Adapters
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
adapters fine-tuning large-language-models parameter-efficient
Language:Python 1209
microsoft / AdaMix
This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).
adapter nlp pytorch parameter-efficient bert glue nlu roberta dart gpt-2 nlg webnlg
Language:Python 135
k-neural-api
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.
keras-tensorflow keras-implementations keras-neural-networks keras-models keras-classification-models parameter-efficient parameter-efficient-learning keras-examples keras-layer keras-visualization keras-generators keras-deep-learning keras-image-classifier keras-deep-dream keras-neural-network keras-tutorial keras-image-augmentation keras-tutorials machine-learning-api
Language:Python 134
BeSpontaneous / FFN-pytorch
Frame Flexible Network (CVPR2023)
action-recognition efficient-deep-learning parameter-efficient video-recognition
Language:Python 56
david-gimeno / tailored-avsr
Official source code for the paper "Tailored Design of Audio-Visual Speech Recognition Models using Branchformers"
audio-visual-speech-recognition interpretability lipreading parameter-efficient robust-asr visual-speech-recognition
Language:Python 13
kEffNetV1
joaopauloschuler / kEffNetV1
This repository contains the source code for the paper "Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks".
parameter-efficient parameter-efficient-learning parameter-efficient-tuning keras-models keras-cnn keras-deep-learning keras-jupyter-notebook keras-model keras-neural-network keras-tutorials keras-efficientnet keras-mobilenet
Language:Jupyter Notebook 8
virginiakm1988 / Easy-Adapter
Code for AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP tasks
adapter parameter-efficient
Language:Jupyter Notebook 5
JoshWarn / Parameter-Efficient-MNIST
How many parameters are needed to get 99% on MNIST? Personal record of 697 parameters.
mnist parameter-efficient tensorflow
Language:Python 1
bhimanbaghel / lora-fine-tuning
A modular and extensible LoRA fine-tuning framework for question-answering tasks with PEFT integration
fine-tuning generative-ai lora machine-learning parameter-efficient peft pytorch question-answering transformers
Language:Python

parameter-efficient

PhoebusSi / Alpaca-CoT

AGI-Edgerunners / LLM-Adapters

microsoft / AdaMix

joaopauloschuler / k-neural-api

BeSpontaneous / FFN-pytorch

david-gimeno / tailored-avsr

joaopauloschuler / kEffNetV1

virginiakm1988 / Easy-Adapter

JoshWarn / Parameter-Efficient-MNIST

bhimanbaghel / lora-fine-tuning