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.") ...

In the final article of a four-part series on binary classification using PyTorch, Dr. James McCaffrey of Microsoft Research shows how to evaluate the accuracy of a trained model, save a model to file ...

PyTorch is an open source project originally started by Meta (formerly Facebook) that moved to an open governance model at the Linux Foundation with the launch of the PyTorch Foundation in Sept 2022.

Cloudian’s new PyTorch connector is built on Nvidia Corp.’s GPUDirect Storage technology and optimized for Nvidia Spectrum-X ...

At launch, PyTorch Hub comes with access to roughly 20 pretrained versions of Google’s BERT, WaveGlow, and Tacotron 2 from Nvidia, and the Generative Pre-Training (GPT) for language ...

PyTorch also comes with an array of pre-trained models ("model zoo"), out-of-the-box distributed capabilities, and integration with probabilistic programming, machine translation, natural language ...