The field of sequence modeling is witnessing the emergence of a promising alternative to transformers called Mamba. Introduced in 2024, Mamba models are designed to address some of the computational and scalability challenges faced by transformers while maintaining their ability to handle complex dependencies. The transformer was the the number one architecture because people wanted an architecture that scales well with GPUs. You need to compress a co-occurrence matrix of tokens into a model.... ### [Read More...](https://medium.com/@sulbha.jindal/mamba-transformers-alternatives-next-trend-in-sequence-modelling-cadb0e76f9bb)