Engineering Insights

Transfer of adversarial robustness between perturbation types

Node.js 11.15.0 (Current)

Introducing `vercel dev`: Serverless, on localhost

Vercel was born out of the idea that deploying a website could be much simpler. You only have to run a single command: – that is all.vercel With our and integrations, we enabled deploying on every , and teams to manage staging and production by simply merging pull requests.GitHubGitLabgit push Read more

Node.js 12.1.0 (Current)

MuseNet

We’ve created MuseNet, a deep neural network that can generate 4-minute musical compositions with 10 different instruments, and can combine styles from country to Mozart to the Beatles. MuseNet was not explicitly programmed with our understanding of music, but instead discovered patterns of harmony, rhythm, and style by learning to predict the next token in hundreds of thousands of MIDI files. MuseNet uses the same general-purpose unsupervised technology as GPT-2, a large-scale transformer model

Node.js 12.0.0 (Current)

Generative modeling with sparse transformers

We’ve developed the Sparse Transformer, a deep neural network which sets new records at predicting what comes next in a sequence—whether text, images, or sound. It uses an algorithmic improvement of the attention mechanism to extract patterns from sequences 30x longer than possible previously.

New Datamodel Syntax: Improved Schema Control & Simpler Migrations

Prisma's new datamodel syntax gave developers more control over database schemas while simplifying migrations and reducing opinionated defaults.