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.
This is a technical dive into how we split our data across many MySQL servers. We finished launching this sharding approach in early 2012, and it’s still the system we use today to store our core…
Using the OpenAI platform to analyse automated test failures
A look at how to develop a Nightwatch.js plugin which sends the test failure and associated errors to a service which integrates with the OpenAI platform to analyse the errors and get some actionable feedback
Databases have tables and indexes stored in files. As you create rows, the database system writes to data pages in memory which is then written to data files on disk. There is a problem though, what…
How to Build a Real-time React and Express Fullstack search engine with Postgres
In this tutorial we will go through and setup a full stack search engine with React as the front end, Node and Express for the server, and PostgreSQL for the database. This search engine will be slightly more complex than a simple text search setup. For example, a user