My 4-yr-old daughter sometimes works out with me. She lifts 1 and 2lb DB’s and does crunches (I bought her some pink ones). She’s getting pretty damn good at it too.
Big heavy compound exrecises wouldn’t be a good idea for anyone under 14 or so, but GPP, endurance, and iso exercises are fine.