GitHub

State-of-the-art Machine Learning for the Web

Run 🤗 Transformers directly in your browser, with no need for a server! Transformers.js is designed to be functionally equivalent to Hugging Face's transformers python library, meaning you can run ...
IEEE

An Efficient Layer Normalization Training Module With Dynamic Quantization for Transformers

Abstract: Layer normalization (LN) function is widely adopted in Transformer-based neural networks. The efficient training of Transformers on personal devices is attracting attention for data privacy ...
IEEE

A Novel Transformer-Based Multiscale Siamese Framework for High-Resolution Remote Sensing Change Detection

Abstract: Change detection (CD) in remote sensing based on deep convolutional neural networks and transformers has played a crucial role in surface monitoring and resource development. However, the ...
GitHub

generative-pretrained-transformer

This presents an implementation of a Generative Pre-trained Transformer (GPT) model, focusing on comparing the performance and effectiveness of Kolmogorov-Arnold Networks (KANs) and traditional ...