A serverless platform for AI teams that runs generative AI models, large-scale batch jobs, job queues, and more.

Modal

Modal Labs

Happy to be running this unique and exciting challenge on our platform!

The Infrared 100 is now live. 

Our list of 100 transformative companies in cloud infrastructure. 

https://lnkd.in/gVRDNS6Q

Thank you to Redpoint for recognizing Modal in the 2024 #InfraRed100 list, which recognizes the top private companies in cloud data infrastructure, for the second year in a row! ❤️

Read the full report here: https://lnkd.in/ebq-yn39

Super impressed by Eric Zhou & Usman Hanif's very thorough deep dive about why folks should join Modal. 

If you want to help us build beautiful infrastructure, we're hiring! www.modal.com/careers

Wanna have AI workloads infra with the easiness of Amazon Web Services (AWS) #Lambda? Discover how Modal Labs handles high computational demands with dynamic autoscaling and extensive resource limits. 

Learn more in our latest blog post! 👇 🔍
https://lnkd.in/dgUnQWU9

Gad Benram

📢 New Tutorial: Run GPU jobs from Airflow with Modal

Are you looking to supercharge your AI/ML workflows? Learn how to combine Airflow's powerful orchestration with Modal's seamless GPU management!

🔑 Key Points:
• Install Modal in your Airflow environment
• Two integration methods:
      1. Deploy Modal Functions and call via lookup
      2. Create a custom ModalOperator using our dynamic Sandboxes feature

This allows you to:
• Easily isolate task environments from your Airflow setup
• Simplify complex Docker and Kubernetes configurations

Perfect for data engineers and ML practitioners looking to streamline their pipelines and easily access GPU resources.

Check out the full tutorial to elevate your data workflows!

Thanks to Astronomer for their help on writing this guide. Let us know in the comments if you’re an Astronomer and Modal user and we might have something special in the works for you 😉

#Airflow #Modal #DataEngineering #MachineLearning #GPUComputing #WorkflowOrchestration

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