The invention provides nucleoside and nucleotide molecules containing cleavable linkers linking a label such as a dye. The invention also provides nucleosides and nucleotide molecules containing a blocking group, either removable or non-removable. The invention additionally provides methods of using the nucleoside and nucleotide molecules containing a cleavable linker and/or a blocking group.