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Hugging Carbon Calculator

Runs in your browser — no install required. Tier 1–3 logic matches the paper NLP pipeline (research estimates only).

Mode

Disclosed electricity (MWh)

Training hours (wall-clock)

Accelerator

GPU / chip count

Nodes

Training FLOPs

Parameters

Region (grid EF)

Custom EF (tCO₂e/MWh)

Auto: MWh → Tier 1; hours+GPU → Tier 1 power; FLOPs+GPU → Tier 1 FLOPs→time; parameters → Tier 3.