AlphaFold2 (AF2), crafted by DeepMind, stands as a beacon in the realm of artificial intelligence (AI), boasting the remarkable ability to predict the three-dimensional (3D) structures of proteins from amino acid sequences with unprecedented atomic-level precision. While lauded as a revolutionary advancement in protein folding, its training regimen has long been hampered by its laborious nature, failing to reap significant benefits from the scaling up of c