Local-First Deployment Pipeline¶
Model selection through optimization to operational deployment
| Attribute | Value |
|---|---|
| Type | Handoff |
| Source Phase | Find |
| Target Phase | Ops |
| Example Personas | LMC, EIE |
Example Personas¶
- LMC — Local Model Curator (The Librarian)
- EIE — Edge Inference Engineer (The Optimizer)
Workflow Steps¶
1. Model Selection¶
Implementation guidance for the model selection step of this pattern.
2. Optimization¶
Implementation guidance for the optimization step of this pattern.
3. Validation¶
Implementation guidance for the validation step of this pattern.
4. Monitoring¶
Implementation guidance for the monitoring step of this pattern.
When to Use This Pattern¶
Use this pattern when: - The workflow transitions from Find to Ops - The involved personas include: LMC, EIE
Related Patterns¶
See the Collaboration Pattern Library for complementary patterns.