AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
23min chapter
801: Merged LLMs Are Smaller And More Capable, with Arcee AI's Mark McQuade and Charles Goddard
Super Data Science: ML & AI Podcast with Jon Krohn
Efficient Training of Language Models with Sparse Upcycling and MergeKit
The chapter explores the concept of mixtures in a model and the merging hack within architecture, highlighting the implementation of a mixture model using sparse upcycling and its benefits. It discusses the efficiency of sparse models like mixture of experts and introduces tools like MergeKit for merging large language models without costly GPU hardware, ultimately focusing on enhancing training methods for language models.
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