I wouldn't do it unless you could afford to keep the tube amp as well. You might just be setting yourself up for a major disappointment. Either way, it would be wise to first audition the amp you decide on before you sell your tube amp. Good luck.
I've done it several times over the years and in some cases it's taken a good solid state amp to make a high-eff horn speaker 'come alive'.
And yes, the 2A3 amp is an SET. And while my $ chest can easily afford a fresh set of tubes, its just that if I do that, I fall further away from ever affording a Pass XA25 or Atma-Sphere type of amp.
I recently picked up a 1626 Darling SET amp. .75 watt. Not 75 watts. 3/4 of a watt total power. And in many ways it's the strongest sounding amp in my system. The strongest bottom end and the most torquey type of sound on my speakers. Of course, my speakers are a super easy load and that helps. But it's still surprising to me.