What is the singular form of the word "Nephilim"?

[The Writer]

I think it may be "Nephil," because the singular forms of the words "Cherubim and Seraphim" are "Cherub and Seraph." But I'm not entirely sure.
If it helps, this word is found throughout the Old Testament and also in the Book of Enoch.
Thank you.