Sustainability Scorecard
We are excited to share that we used renewable energy to train our final suite of models.
The table below shows our climate performance model card, inspired by Hershcovich et al. 2022.
This data is currently being evaluated by Filecoin Green to establish a Green Score and will be published once finalized.
Scorecard
Model Publicly Available
Yes
Time to train final models
64,500 GPU Hours
Location for computations for final models
United States (WA)
Energy mix at location for final models
24 gCO2eq/kWh
Power of GPU and CPU for final models
0.78 kW
CO2eq for final models
1,199.70 kg
Time for all experiments
1,535 GPU Hours - Canada (ON) & 2,150 GPU Hours - United States (CA)
Power of GPU and CPU for experiments
0.55 kW
Location for computations for experiments
Canada (ON) & United States (CA)
Energy mix at location for experiments
134 gCO2eq/kWh & 186 gCO2eq/kWh
CO2eq for all experiments
113.13 kgCO2eq & 219.95 kgCO2eq
Average CO2eq for inference per sample
6.13 mg