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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 126: chart token burn on `Open-weight operations reality` — memo `565372 [126]`

Lesson 126: Open-weight operations reality

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Open-weight operations reality:126 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Ops review capsule

Pilot L-126 checkpoint
- Grounding accuracy Δ `0.75`
- Escalation rate Δ `0.058`
- Spend guardrail `$1064/day`
Risk: Index lag breached SLA
Owner: Platform

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 126 Bump 29.