← Curriculum track ← Learn hub
Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 121: chart token burn on `Open-weight operations reality` — memo `839801 [121]`

Lesson 121: Open-weight operations reality

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Open-weight operations reality:121 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partition plan

| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 350 | hybrid@0.52 | preserve tables |
| Policies | 552 | dense@0.72 | ACL metadata required |

Drill: justify chunk boundaries for lesson 121.

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 121 Bump 19.