Lesson 117: Domain adaptation levers
Focus
Anchor this page against one production workflow—even hypothetical. Token Domain adaptation levers:117 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Domain adaptation levers · drill v7 · spin
652625. - Habit: pair every model utterance with a trace_id you could paste into Grafana.
- Guardrail: write one RACI bullet referencing this lesson tomorrow.
Deep dive notebook
Synthetic drill artefacts
Eval YAML snippet
case_id: GX-20252
input_stub: summarise incident_ticket_pool_9
must_include_patterns:
- "\[chunk_"
forbid_patterns:
- "SLA 15m" # unless citations exist
judge_profile: tempered_1
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 117 Bump literals mindset by 38.