Ideas for building
better software.

Faster TensorFlow models in Hugging Face Transformers

Scaling Kubernetes to 7,500 nodes

We’ve scaled Kubernetes clusters to 7,500 nodes, producing a scalable infrastructure for large models like GPT-3, CLIP, and DALL·E, but also for rapid small-scale iterative research such as Scaling Laws for Neural Language Models.

Using GraphQL for High-Performing Mobile Applications

Applying Full Stack Type Safety with Angular, Nest, Nx & Prisma

Learn how Angular, NestJS, Nx, and Prisma can deliver full-stack type safety from the frontend to the database in a TypeScript app.

Fit More and Train Faster With ZeRO via DeepSpeed and FairScale

How we sped up transformer inference 100x for 🤗 API customers

React Server Components with Next.js

React Server Components allow developers to build applications that span the server and client, combining the rich interactivity of client-side apps with the improved performance of traditional server rendering. In the upcoming Next.js major release, React developers will be able to use Server Components inside the directory as part of the changes outlined by the . This post will explore how Server Components will enable developers to create faster React applications.appLayouts RFC Read more

Node.js 15.6.0 (Current)