AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
11min chapter
Metrics Driven Development
Practical AI: Machine Learning, Data Science, LLM
Evaluating Language Models: Metrics and Data Challenges
This chapter examines the intricate evaluation of large language models across diverse languages and domains, emphasizing the need for aligned metrics and addressing biases in assessments. It also highlights the significance of understanding user query distribution, effective data processing, and the role of synthetic data in overcoming the challenges of messy production environments.
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