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bigscience/bloom
1. Is the resulting model publicly available? Yes
2. How much time does the training of the final model take? 118 days, 5 hours, 41 min
3. How much time did all experiments take (incl. hyperparameter search)? 3.46 million hours
4. What was the power of GPU and CPU? 0.4 kW
5. At which geo location were the computations performed? France
6. What was the energy mix at the geo location? 57 gCO2eq/kWh
7. How much CO2eq was emitted to train the final model? 24,690 kg
8. How much CO2eq was emitted for all experiments? 66,290 kg
9. What is the average CO2eq emission for the inference of one sample? 0.15 g

References