CLI Command Group

moro analytics

Cross-run comparative analytics, loss velocity tracking, hyperparameter Pareto frontier identification, and evaluation benchmark charts.

Subcommands

1. `moro analytics runs`

Lists and summarizes all historical training runs stored in the local SQLite database:

moro analytics runs [--limit 10]
  

2. `moro analytics pareto`

Computes the Pareto efficiency frontier between model parameter count, training compute time, VRAM consumption, and benchmark accuracy:

moro analytics pareto --metric domain_accuracy
  

3. `moro analytics report`

Generates an offline HTML or JSON summary report of training runs and dataset iterations:

moro analytics report --output ./reports/summary.html