First of all you have to optimize primer annealing temperature ranging from 45degree celsius to 58degree celsius. You can take 100ng of DNA template for amplification. Refer the attached pdf for basic informations. All the best.
You need to use long template PCR enzyme for your application, basically find an enzyme which is able to amplify 2-3 kb. And as mentioned above, need to optimize the annealing temperature. You did not list out the components used in your PCR set up. Generally, you use 1 ul each primer (10 uM working stock) per 20-50 ul reaction as a guide to start with. Read the package insert of the enzyme carefully and follow, esp those with hot start features.