26min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

Self-hosting & scaling models

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

Challenges of Transitioning to Running Own Models

The speakers discuss the challenges of transitioning from using closed APIs to running their own models, including infrastructure, workflow, and product concerns. They also touch on the complexities of optimizing latency, throughput, cost, privacy, security, and orchestrating models across different hardware and clouds.

00:00

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode