I’m tired of multiplying my objective functions by large numbers
Why are you doing this?
Is there a simple Optimizer-independent way to set tolerances in JuMP?
Nothing that is widely supported. Gurobi and CPLEX support setting MOI.AbsoluteGapTolerance() and MOI.RelativeGapTolerance().
See Models · JuMP