Cute and fun. I still hate the redesign of the chipmunks (they just look like uncanny-valley kids), but that's not the book's fault. I didn't feel at all like I was missing anything by not having seen the TV show.
The story itself was nice - a bit on the predictable side, but still told in a fun way. I liked the running gag of Dave being a terrible storyteller.