2min snip

AI + a16z cover image

ARCHIVE: Open Models (with Arthur Mensch) and Video Models (with Stefano Ermon)

AI + a16z

NOTE

Innovations in Architecture and Latent Representations

The use of a transformer architecture for the denoiser for the score model represents a shift from convolutional architectures to transformer-based architectures in video and image training. This change seems to offer better scaling with respect to compute and data. By working on latent representations instead of pixel space, the compression of data into a smaller, more compact form allows for improved trade-offs in terms of computational resources and memory required for data processing.

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