# The Lambda Deep Learning Blog

## Why your Kubernetes scheduler can't 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 ...

## 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 ...

## 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 ...

## 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 ...