Huawei Ascend NPUs now host Meta's 650M param ESM-1v (Apache 2.0), offering efficient zero-shot protein variant prediction. However, as one of five versions and smaller than ESM-2s, its utility on complex sequences seems limited, even with Ascend optimisation. Hard to see this challenging larger...