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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.") ...
Transformers have also been making waves outside of NLP, by composing music, generating images from text descriptions, and predicting protein structure. How can I use Transformers?
AI software makers Explosion announced version 3.0 of spaCy, their open-source natural-language processing (NLP) library. The new release includes state-of-the-art Transformer-based pipelines and pre- ...
CM3Leon is a transformer model, by contrast, leveraging a mechanism called “attention” to weigh the relevance of input data such as text or images.
While transformer networks have revolutionized NLP and AI, challenges remain. The computational complexity of self-attention makes training large-scale transformer models resource-intensive.