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Company Interview: Replacing GPT with Self-Hosted Llama (EXPLAINED)

Company BasedLlamaHard22 min read

TL;DR — Quick Answer

Per-feature TCO: GPU capex/opex vs API spend; eval quality parity; staff ML ops capacity; phased migration of eligible workloads; keep GPT for hard tasks via router; budget retraining and safety (llama-006).

The Interview Question

Your CFO wants to cut OpenAI spend by migrating features to Llama 3. How do you evaluate and execute?

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