Data & Impact Accounting

Sustainable Open-Source AI · Tracking the Footprints

Select a base model to roll up kgCO₂eq, water, and energy for its family.

Impact lineage graph

Hover to highlight connections · click a node for details · Focus family rolls up KPIs for that subtree · Full dataset returns to the whole graph.

Per-model footprints

Export CSV
Model Role Method Carbon (kgCO₂eq) Water (L) Energy (kWh) Quality GPU Region

How the footprint is computed

Given a base model, we build the lineage DAG (parent → child) and take the base plus all descendants as the family. Each model reports only its incremental training delta; the family total sums the subtree with deduplication for merged nodes. Coverage shows what fraction disclosed a dia_report footprint block — totals are a lower bound when reports are missing.

Publisher pretraining estimates (e.g. Meta GHG tables) appear separately and are not included in DIA rollup totals unless ingested as a dia_report.

Graph interaction inspired by Model Atlas (Horwitz et al., 2025).