The present invention relates to solid, semisolid, or liquid formulations comprising water soluble antioxidants that prevent or reduce formic acid and/or formyl species generation in the dosage form during the manufacturing process and/or during shelf-life storage. The formulations of the present invention prevent or reduce formation of N-formyl impurities (and gelatin cross-linking) during the manufacturing process and/or during shelf-life storage.