Staff AI System Design: Building an Enterprise AI Platform: sections and modules
Fine-tuning and model customisation
Govern the specialised model behaviour that selected customers require.
- Lessons
- 5 lessons
- By
- Sourav Banerjee
- Scope
- Dataset and version pipeline, training job control, tracking, checkpoints, evaluation, registry and approval
- Prerequisites
Lessons
Start moduleAlso used in this module
Lessons taught in another module that this one builds on.
- When Fine-Tuning Earns Its Cost
Credited source
- The Data Flywheel
Credited source
Practise and Check
- Deliverable
- Stage lab and self-test
- Assessment
- Exit gates
- Interview probe
- Why tune this workflow?
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