AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
1min snip
GraphRAG (beyond the hype)
Practical AI: Machine Learning, Data Science, LLM
Embrace Control with Custom Models
Exploring the emergence of custom machine learning models like Rebel and Reliq reveals exciting advancements in extracting relational data from unstructured text. These models are designed to yield more controllable outputs compared to large language models (LLMs), enhancing their usability for specific tasks such as graph creation. While these models require fine-tuning and a solid understanding of their outputs, they offer scalability for processing large data sets. Libraries like spaCy enhance natural language processing capabilities, but they lack direct tools for relationship extraction, highlighting the necessity of integration with specialized models for comprehensive application.
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