Transformers have a versatile architecture that can be adapted beyond NLP. ... In tasks like translation, transformers manage context from past and future input using an encoder-decoder structure.

Learn With Jay. Transformers’ Encoder Architecture Explained — No Phd Needed! Posted: May 7, 2025 | Last updated: May 7, 2025. Finally understand how encoder blocks work in transformers, with ...

The Transformer architecture is made up of two core components: an encoder and a decoder. The encoder contains layers that process input data, like text and images, iteratively layer by layer.