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Deploying Generative AI Models: Best Practices and an Interactive Example
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Speaker:
Anouk Dutrée
Product Owner, UbiOps
Abstract:
Generative AI models are all the hype nowadays, but how do you actually deploy them in a scalable way? In this talk we will discuss best practices when moving models to production, as well as show an interactive example of how to deploy one using UbiOps. UbiOps is a serverless and cloud agnostic platform for AI & ML models, built to help data science teams run and scale models in production. We will pay special attention to typical hurdles encountered in deploying (generative) AI models at scale. Python knowledge is all you need for following along!
Anouk Dutrée
Product Owner, UbiOps
Abstract:
Generative AI models are all the hype nowadays, but how do you actually deploy them in a scalable way? In this talk we will discuss best practices when moving models to production, as well as show an interactive example of how to deploy one using UbiOps. UbiOps is a serverless and cloud agnostic platform for AI & ML models, built to help data science teams run and scale models in production. We will pay special attention to typical hurdles encountered in deploying (generative) AI models at scale. Python knowledge is all you need for following along!
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