RAG

techniques that enable large-scale language models to retrieve and incorporate new information from external data sources

Discussed in 2 episodes Wikidata (Q121362277) →

Episodes

#5408: When Small NLP Models Beat the LLM

Feature extraction, fill-mask, token classification — the classic NLP tasks still have a job. Here's when a small model beats a frontier API.

Sep 21
#5393: Fine-Tuning a Model on 100 Hand-Edited Answers

You don't need 10,000 examples to make a model sound like you. The real number is closer to 100 — if the edits are opinionated.

Sep 20