Day: May 19, 2023

MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers

Source: Meta Autoregressive transformers are spectacular models for short sequences but scale poorly to long sequences such as high-resolution images, podcasts, code, or books. We proposed Megabyte, a multi-scale decoder architecture that enables end-to-end differentiable modeling of sequences of over one million bytes. Megabyte segments sequences into patches and uses a local submodel within patches […]

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