C24
Capstone: Train and Serve a Small Model
4 lessons4 hoursPlannedFree
Outcome
Train a model to a target and serve it under a latency budget.
Prerequisites
- Required: C10 Training in Practice
- Required: C20 Model Packaging and Inference
- Required: C21 Serving at Scale
- Recommended: C30 Distributed Inference
Lessons
- L01Define target metric and budget · coming soonDeliverable: Targets document.
- L02Train and track experiments · coming soonDeliverable: Experiment log.
- L03Quantize and benchmark · coming soonDeliverable: Latency and accuracy table.
- L04Serve and load test · coming soonDeliverable: Load test report.