The self-attention-based transformer model was first introduced by Vaswani et al. in their paper Attention Is All You Need in 2017 and has been widely used in natural language processing. A ...

This tutorial is intended to provide a thorough and comprehensive explanation of transformer architectures. It includes detailed discussions of each component and the corresponding code ...

modeling_nini.py contains the whole implenmentation and design of the Transformers decoder model: nini. inference.py facilitates to utilize nini model to predict the next token, which is poor in ...