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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 123: compress prompt surface on `Open-weight operations reality` — memo `665103 [123]`

Lesson 123: Open-weight operations reality

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Open-weight operations reality:123 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partition plan

| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 388 | hybrid@0.53 | preserve tables |
| Policies | 552 | dense@0.72 | ACL metadata required |

Drill: justify chunk boundaries for lesson 123.

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 123 Bump 32.