This dataset contains the processed files required to reproduce results in the Prognosis of Multivariate Battery State of Performance and Health via Transformers work. CSV files are included for a lithium-iron-phosphate fast charging dataset and a six cathode chemistry (HE5050, 5VSpinel, NMC111, NMC532, NMC622, NMC811) cycling dataset.