Which inference method best for logistic regress

When running a typical logistic regression model using klqp I get good intercept and some coefficients. The smaller coefficients are always inflated. This does not improve with more input data. Is there another inference method in the lib that would do this better (Other than hmc)? Like maybe the exact classes?