What makes it different is that I2P uses something called garlic routing to anonymize you and everyone participating in the swarm. So nobody can tell what you're downloading, except those in the same swarm, but they can't tell who you are because your id in the swarm isn't connected to your IP-address.

Other than that it's pretty much normal torrenting. Many clients such as BiglyBT already support I2P.