Ever wondered how our chatbot replies in seconds without a central server?

It runs on Parallax’s Swarm: a fully decentralized mesh where your prompt is tokenized, segmented, and routed across nodes holding model shards.

Each node executes its assigned layers of the LLM, passing hidden states forward until the full inference is complete.

Optimal nodes are selected based on availability, compute, and latency. Coordination happens peer-to-peer via a DHT, enabling efficient routing, self-healing, and fault tolerance.

Decentralized inference as it should be.