The reality TV personality cited irreconcilable differences in the legal documents, the celebrity news website said.
TMZ said the process of ending the marriage should be straightforward since the couple have a prenuptial agreement, which kept all their assets separate. They also have no children.
Odom's alleged crack addiction and infidelity were the main reasons for the split, TMZ said.
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