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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 125: quantify hallucination fallout on `Open-weight operations reality` — memo `389912 [125]`

Lesson 125: Open-weight operations reality

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Open-weight operations reality:125 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Ops review capsule

Pilot L-125 checkpoint
- Grounding accuracy Δ `0.75`
- Escalation rate Δ `0.058`
- Spend guardrail `$850/day`
Risk: Token burn spike
Owner: Platform

Practice

Practice Paste the worked template into an internal wiki stub and name owners. — 125 Bump 18.