The best way to be a better rock guitar player?

i seem to get bored with songs, and dont finish them or cant complete the solos. but it seems like every song i try and play the next one gets easier. what should i be doing? iam pretty much self tought i buy the tab books and listen to the song. and gh3 seems to be helping somehow