Phi
Microsoft's small models trained mainly on curated textbook-quality data.
Überblick
Phi is a family of small language models trained on a deliberately narrow, high-quality corpus of textbooks and exercises rather than on a web-scale crawl. It solves the assumption that capability requires scale, showing that data selection can substitute for a large part of it. It exists because it reframes the question from how much data to what kind of data, and the answer is useful when the budget is a single GPU.
Technologiegraph
Wie Phi mit dem übrigen Stack zusammenhängt.
Nutzt und hängt ab von
- Transformer architecture Algorithms Phi based on Transformer High ✓ source
Werkzeuge
Software, die Phi implementiert oder integriert.
Infrastructure
Alternativen
Vergleiche
Detaillierte Gegenüberstellungen mit den Alternativen oben.