AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
2min snip
The new AI app stack
Practical AI
Model Middleware: Caching, Logging, and Validation
Model middleware, also known as the orchestration layer, sits between the model hosting and the logging layer. It handles caching, logging, and validation. Model logging is a specific type of logging that records requests, prompts, response time, GPU usage, etc. This information can be used to analyze model performance and determine if more replicas are needed. These middleware layers are crucial in putting models into production.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
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