AI article

From GPT-2 to Llama: four changes and the reason for each

Community description: Part 7 of From code to weights, a 12-part series on ML...

Dev.to | Oct 15, 2026 | Carlos Chinchilla Corbacho

Automated excerpt

The wider feed-forward alone, with full attention heads, gives 72%. GPT-2 has as many key and value heads as query heads. SmolLM2 has 9 query heads and 3 key-value heads; each key and value head serves a group of three queries.

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