Polytechnique Montréal

AMPLIFY post-trained to absorb 3D structure from protein graph networks, lifting trRosetta contact precision from 0.253 to 0.320 at P@L/5.

ESM-2 post-trained to absorb 3D structure from protein graph networks, raising contact precision on a withheld CASP16 set by 59%.

Protein language model pre-trained on curated UniRef100, antibody, and SCOP sequences. Matches ESM2 15B on sequence recovery at 350M parameters.