The Data Science Lab How to Fine-Tune a Transformer Architecture NLP Model The goal is sentiment analysis -- accept the text of a movie review (such as, "This movie was a great waste of my time.") and ...

Transformers, a groundbreaking architecture in the field of natural language processing (NLP), have revolutionized how machines understand and generate human language. This introduction will delve ...

Microsoft AI & Research today shared what it calls the largest Transformer-based language generation model ever and open-sourced a deep learning library named DeepSpeed to make distributed ...

The Transformer architecture forms the backbone of language models that include GPT-3 and Google’s BERT, but EleutherAI claims GPT-J took less time to train compared with other large-scale model ...

While transformer networks have revolutionized NLP and AI, challenges remain. The computational complexity of self-attention makes training large-scale transformer models resource-intensive.