A 1B standard Transformer rivals Evo 2 40B on VEP Collection m5.1 release; scaling ladder; 5 training datasets; 5 validation probes; Mendelian/SGE evaluation only. Blog: https://openathena.ai/blog/marin-dna/ • 21 items • Updated 6 days ago • 2
TraitGym Collection https://www.biorxiv.org/content/10.1101/2025.02.11.637758v2 • 5 items • Updated Nov 5, 2025 • 1
Delphi Collection Marin's first open scaling suite. 88 base models, 3e18 → 1e23 FLOPs. https://openathena.ai/blog/delphi • 89 items • Updated May 19 • 10
Problems with Chinchilla Approach 2: Systematic Biases in IsoFLOP Parabola Fits Paper • 2603.22339 • Published Mar 21 • 5
GPN-Star Collection paper: https://www.biorxiv.org/content/10.1101/2025.09.21.677619v1 code: https://github.com/songlab-cal/gpn • 32 items • Updated 20 days ago • 10
GPN-MSA Collection https://www.nature.com/articles/s41587-024-02511-w • 11 items • Updated Sep 11, 2025 • 6