Bookmarks tagged ml and llm and ai

Using Vectorize to build an unreasonably good search engine in 160 lines of code
26 Jan blog.partykit.io
"The tl;dr is that search got really good suddenly and really easy to build because of AI."
#ai - #llm - #ml - #search + #vectors + #webdev +
Metaflow - a framework for real-life data science and ML
20 Nov 2023 metaflow.org
"Open-source Metaflow makes it quick and easy to build and manage real-life data science and ML projects. "
#ai - #ci + #datascience + #dev + #llm - #ml -
Embeddings: What they are and why they matter
19 Nov 2023 simonwillison.net
"Embeddings are based around one trick: take a piece of content—in this case a blog entry—and turn that piece of content into an array of floating point numbers."
#ai - #embeddings + #llm - #ml -
Large language models, explained with a minimum of math and jargon
19 Nov 2023 www.understandingai.org
"We’ll start by explaining word vectors, the surprising way language models represent and reason about language. Then we’ll dive deep into the transformer, the basic building block for systems like ChatGPT. Finally, we’ll explain how these models are trained and explore why good performance requires such phenomenally large quantities of data."
#ai - #chatgpt + #llm - #ml -