The Lambda
Deep Learning Blog

Published on August 7, 2025 by Jessica Nicholson

If you've been anywhere near LLMs lately, you've probably heard the word "reasoning" thrown around more than a frisbee at a college campus. GPT-4 can "reason" ...

Published on July 29, 2025 by Anket Sah

Lambda’s 1-Click Clusters(1CC) provide AI teams with streamlined access to scalable, multi-node GPU clusters, cutting through the complexity of distributed ...

Published on July 16, 2025 by Anket Sah

As AI models grow in complexity and size, the demand for efficient computation becomes paramount. FP4 (4-bit Floating Point) precision emerges as a ...

Published on July 15, 2025 by Ceramic AI

Ceramic is rethinking AI training infrastructure from first principles, and in partnership with Lambda, we now have the data to show why that matters

Published on June 4, 2025 by Anket Sah

DeepSeek has just leveled up. The latest release, DeepSeek-R1-0528, is now available on Lambda’s Inference API, delivering a formidable blend of mathematical ...

Published on May 31, 2019 by Stephen Balaban

This presentation is a high-level overview of the different types of training regimes that you'll encounter as you move from single GPU to multi GPU to multi ...

Published on February 16, 2019 by Stephen Balaban

Update June 5th 2020: OpenAI has announced a successor to GPT-2 in a newly published paper. Checkout our GPT-3 model overview.

Published on February 11, 2019 by Chuan Li

Deep Learning requires GPUs, which are very expensive to rent in the cloud. In this post, we compare the cost of buying vs. renting a cloud GPU server. We use ...

Published on January 7, 2019 by Chuan Li

DAWNBench recently updated its leaderboard. Among the impressive entries from top-class research institutes and AI Startups, perhaps the biggest leap was ...

Published on September 21, 2018 by Chuan Li

Images from Stanford Dogs Dataset: http://vision.stanford.edu/aditya86/ImageNetDogs/ Our last tutorial described how to do basic image classification with ...

Published on September 13, 2018 by Chuan Li

T-SNE embedding of CIFAR10. Image source: http://cs231n.github.io/classification/ Welcome to our Beginner's Demo! We will walk you through the steps of ...