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01 ·Model Families·★ MEMBER·PAPER·10 min read The Gemma Family from Scratch — Lineage, Inventions, and Where It Fits Google's open-weight LLM family, walked generation by generation. Distillation, local attention, effective parameters — the invention behind each release — plus the licensing detail that turns into an incident if you miss it, and how to actually run one on your own machine with Ollama.