8
Models
60
Datasets
15
Engineers
The problem
- Fine-tunes run on random laptops with no record of the data or params.
- Two engineers can't reproduce each other's best model.
- Models ship to prod with no versioning and no way to roll back.
- Once a fine-tune is live, nothing watches whether it's still any good.
Your mission
Give the team a reproducible, governed pipeline for fine-tuning and shipping models.
Components
0/10 placedData0/3
Training0/3
Registry0/1
Serving0/2
Monitoring0/1
Architecture Canvas
+
Drag components here to design the landing zone
or tap any component to add it