# The Lambda Deep Learning Blog

Published on July 16, 2026 by Cody Brownstein

## [Why your Kubernetes scheduler can't handle AI workloads](https://lambda.ai/blog/why-your-kubernetes-scheduler-cant-handle-ai-workloads)

Imagine this scenario: You have a distributed training job with 16 worker pods, each requesting 1 GPU. 4 GPUs are currently available. The default Kubernetes ...

Published on January 20, 2026 by Cody Brownstein

## [How to deploy ML jobs on Lambda Cloud with SkyPilot](https://lambda.ai/blog/how-to-deploy-ml-jobs-on-lambda-cloud-with-skypilot)

TL;DR: SkyPilot is an open-source orchestration tool that automates ML job deployment on Lambda Cloud. This tutorial covers installation, configuration, and ...

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Published on May 18, 2023 by Cody Brownstein

## [Host Stable Diffusion with Lambda Demos in just a few clicks!](https://lambda.ai/blog/host-stable-diffusion-with-lambda-demos-in-just-a-few-clicks)

Often, when you want to try Stable Diffusion or another model hosted by someone else, you end up waiting in a queue before the app begins to run. With the new ...

Published on October 11, 2022 by Cody Brownstein

## [September 2022 Lambda GPU Cloud Release Notes](https://lambda.ai/blog/september-2022-lambda-gpu-cloud-release-notes)

While we continue to add more NVIDIA A100s to our cloud, the Lambda GPU cloud team is also making upgrades and improvements to make our cloud platform easier ...

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