Leave around 8 in the morning. I remember last year the traffic was horrendous in the afternoon. It was also bad on Thanksgiving night with people returning home after dinner.
For Thanksgiving? Traffic is going to be bad all day. See if you can take Amtrak. If you have to drive, leave as early as possible.