I don't know if this is a dumb question or not but in some photos I have seen train loco's say maybe 4 with a mile long train behind them and all the locos are facing the same direction. But then in others I have seen the two front locos facing one direction and then the back two face nose to nose? in some cases both set are facing nose to nose.... Why is this what benefit does this have..... or is it just for looks. I have seen them do this with real trains as well so there must be a purpose.. I am sure someone here can answer this question
I believe it comes down to a variety of factors, probably most importantly is which way the locos were facing when they were formed into a consist (assuming no turntable is available).
Secondly, some locos have improved visibility in one direction over the other, in certain circumstances. for example, for a multi-person crew, the walkway of the *back* end of a SD40 offers more visibility than the cab, for the crewmember(s) that aren't operating the controls. In colder weather however, the cab may be a better option.
If you have to do shunting operations, again without a turntable, you will want equalish visibility on each end of the locomotive sub-consist, so you will tend to want to couple the locos either nose-nose or back-back.
And finally, as I understand it, the US still has some railroads that do what we in the UK would call 'wagon-load' trains (ie, non-bulk and non-intermodal). In which case you may want to apply all of those rules to your locomotives in a way in which they can break off into two trains when the consist is split), so you may end up with:
R-N N-R R-N N-R (where R is the rear and N is the nose), which you could then break into two locomotive pairings with R-N N-R on each.
But I imagine the overriding rule is 'they get coupled together how they're facing on the track when the consist is formed'
