Need an Introduction to Tiny Core? Or peruse Core Concepts.
Modify /etc/init.d/rcS, remove all echo's. That should be just fine.
I use the "console=/dev/null" boot parameter for this, but keep in mind it removes all console messages, even on shutdown.