Matthew Trefilek
@trefsoftware
MLOps.community  cover image

RAG Has Been Oversimplified // Yujian Tang // #206

MLOps.community

Training and Using Embeddings Models for Specific Data

1min Snip

00:00
Play full episode
It is crucial to train embeddings models on specific types of data for enterprise production and working with specific data. When working with embeddings models, it is necessary to extract information from the second to last layer to understand the semantics of the input as traditional models focus on tasks like segmentation, classification, or prediction.

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