# Ecosystem

Dekuper is a distributed artificial intelligence computing network built on Kubernetes architecture and enhanced peer-to-peer layer, leverages idle GPU resources from household PCs across the globe.&#x20;

With the capability to expand into millions of nodes with GPUs, Dekuper provides an elastically, efficient, cost-effective alternative to traditional centralized cloud platforms, boasting up to 30% more efficiency on LLM training & fine-tuning.

*More detail within ecosystem will coming soon.*
