Shouldn't need relays. As you pointed out, LEDs don't draw much power. Bench test your dimmer switch before wiring it in to make sure it works OK. Do the LEDs you plan to use have daytime running lights?

Gord 🇨🇦
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1954 1/2 ton 235 4 speed