We present a library for finite field arithmetic. The originality of this library lies in the fact that specialized code is automatically produced for the selected finite fields. The opportunity of compile-time optimizations yields substantial performance improvements compared to libraries which initialize the finite field at runtime. This library is used to present benchmarks on some curve-based public key cryptosystems.