Blog

Get a sneak peek into the Web IDE purpose-built for generative AI. Think of it as the single place for building, testing, and deploying API endpoints with generative AI models—in your browser.

Suren Atoyan

December 8, 2022

For data scientists, slow dev loops make all but the most essential deployment workflows too expensive and time consuming to even consider. To fix this, Baseten is introducing draft models. With draft models, the dev loop for testing an update to your model code gets 100X faster...

Amir Haghighat

December 7, 2022

Zach is a passionate advocate for open source software, and when he’s not busy as a machine learning software engineer with Hugging Face, he’s building out incredible fastai resources. Listen to how he does it in this latest episode of Data + Curiosity!

Jesse Mostipak

December 6, 2022

Currently a Quantitative UX Research at Google, Randy Au manages a popular data discord group and writes a weekly newsletter, Counting Stuff. In our conversation we cover a multitude of topics, all tying in to what motivates him to count things for a career.

Jesse Mostipak

November 29, 2022

Rich Iannone started his career as a data scientist with an ad tech firm before becoming a software engineer responsible for the creation of data quality packages such as pointblank. In this interview we dive into his career and how it’s been influenced by his interests in graphic design.

Jesse Mostipak

November 22, 2022

What exactly is Bayesian statistics, and how did memes become one way of effectively communicating the ins and outs of things like Half-Cauchy priors? Click to find out!

Jesse Mostipak

November 15, 2022

Machines rule the world around us, and it’s easy to feel like we’re constantly on the cutting edge of research. With that being said, how hard could it actually be to create a robot that’s as smart as your dog?

Jesse Mostipak

November 8, 2022

Over the last few years you may have noticed the Palmer Penguins dataset steadily making its way into data science and machine learning spaces as a default dataset, pushing out standards like iris and Ames housing. But where did this dataset come from?

Jesse Mostipak

November 1, 2022

October was a big month for the ML industry, with more momentum than ever behind spooky-good models and novel applications. And it was a big month for Baseten, as we launched a ton of features plus The DSC, a new community for data scientists led by our very own Jesse Mostipak.

Baseten

October 31, 2022

As soon as I saw Whisper — OpenAI’s open-source model for automatic speech recognition — I knew I had to start experimenting with it. In this blog post, I’ll first show you how you can deploy Whisper instantly as a pre-trained model, then walk you through the steps I took to package and deploy it.

Justin Yi

October 18, 2022

Today we’re launching The Data Science Community by Baseten, and are excited to invite you to join us. Our community is open to data scientists and friends, and we welcome practitioners of every programming language and skill level. This post will outline how to get involved.

Jesse Mostipak

October 11, 2022

In our monthly update: the state of cutting-edge open-source ML models, a more flexible interface for invoking models, and robust application development workflows. It has never been a more exciting time to work in machine learning!

Baseten

September 29, 2022

Use Truss to get your model out of a Kaggle notebook and into production in minutes with this quick tutorial!

Jesse Mostipak

September 20, 2022

BentoML and Truss are two open-source frameworks for serving and deploying machine learning models. This article presents a technical comparison of the two open-source frameworks to help you decide which one to use to serve your model.

Philip Kiely

September 15, 2022

Stable Diffusion is an open-source image generation model developed by Stability AI. I wanted to give Stable Diffusion a try, so I set out to deploy it to Baseten. If you’re curious about the process of deploying a cutting-edge model on Baseten, read on and I’ll walk you through the process.

Abu Qader

September 1, 2022