I have lights on my seed starts, simply because I have several stages of plants co-mingling. It's certainly not going to hurt to have the lights on, but it's a waste of resources, if you're just throwing light at dirt.
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Peppers are not a plant that require light to germinate, as some do. That's the simple answer.