Meaning
A model architecture used in LLMs for processing sequences of data.
Definition
The Transformer is a neural networkNeural networks are computational models inspired by the human brain. They consist of interconnected nodes that process and learn from data. More architecture that revolutionized NLP by using self-attention mechanisms to process entire sentences simultaneously, rather than word by word.
This allows the model to understand the context and relationships between words better, leading to more accurate language understanding and generation.
Example
The BERT model, built on transformer architecture, excels at understanding the context of words within a sentence, making it highly effective for tasks like sentiment analysis and text classification.
