iota

About iota

Iota is a platform designed to enable large-scale AI model training by orchestrating distributed, heterogeneous, and permissionless compute resources. It allows users to leverage underutilized compute capacity from a network of incentivized machines, reducing training costs and infrastructure commitments. Iota's architecture coordinates training runs across unreliable and mismatched hardware, using data- and pipeline-parallelism to accelerate model training and minimize hardware requirements. The system includes roles for miners (who process activations and train model layers) and validators (who ensure correctness), with a dashboard for monitoring network activity. Iota targets AI model developers, platforms, and research teams seeking scalable, flexible, and cost-effective training solutions.