I chose a looped transformer because it lets me vary the number of internal passes while reusing the same block parameters. The experiments begin by testing that choice, then follow the training ...

Existing models largely predict toxicity one end point at a time, although chemical toxicity emerges from coordinated perturbations across multiple targets, pathways, and adverse outcomes. We ...

LLM Context Optimizer — C++20 Context Selection Engine & Platform A high-performance full-stack optimization platform designed to solve the Bounded Context Window Selection Problem in ...