Efficiency-First NLP Research — Reducing compute and energy costs while maintaining language performance through nature-inspired computation principles.
An efficiency-first NLP research prototype focused on architectural innovations that can be adopted by larger models. Explore oscillatory mechanisms, sparsity patterns, and regenerative learning for sustainable AI.