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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 123: chart token burn on `Locale and language caveats` — memo `876527 [123]`

Lesson 123: Locale and language caveats

Focus

Assume an auditor replays your claims; narrate checkpoints aloud. Token Locale and language caveats:123 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 2060
- completion_budget: 590
- cache_key: `f4e1`

Hypothesis: halving completions moves P95 ~3% — record actuals.

Practice

Practice Paste the worked template into an internal wiki stub and name owners. — 123 Bump 24.