Consider the objects $$A_\mu, ~~F_{\mu\nu}:=\partial_\mu A_\nu-\partial_\nu A_\mu,$$ and the objects $$A:=A_\mu dx^\mu,~~F:=\frac{1}{2!}F_{\mu\nu} dx^\mu\wedge dx^\nu.$$ While reading it from Zee's book on Quantum Field Theory in a Nutshell, I acquired the idea that the entities $A$ and $F$ defined above are examples of a 1-form and a 2-form respectively.
However, now going through Sean Carroll's book Spacetime and Geometry Section 2.9, I find that a $p$-form is defined as $(0,p)$ tensor that is completely antisymmetric. But if this definition is correct, then $F_{\mu\nu}=\partial_\mu A_\nu-\partial_\nu A_\mu$ is a 2-form not $F$. It also says that $\epsilon_{\mu\nu\sigma\rho}$ is a 4-form.
Please explain between $F_{\mu\nu}$ and $F$, what stands for a two-form.