Topic: gradient-free methods

Sakana AI's Evolutionary Algorithm: Build Powerful AI Models Without Costly Retraining

Sakana AI's M2N2 method enables cost-effective AI enhancement by merging multiple pre-trained models into a single, more powerful system without traditional retraining. The technique uses evolutionary principles like dynamic merging, diversity preservation, and attraction heuristics to create opt...