The trains are offfering a 50% reduction on Saturday and Sunday for weekend ticket holders, but I think you're correct in that the train with artists etc seems to be on Sunday only.

I remember Flora, Andy & co striking up on Saturday evening, but I think I was resting between engagements at the festival last year too. I'll probably drop in though.