FedML, a distributed ML operations (MLOps) platform, has collaborated with Theta Labs, a Web3 blockchain infrastructure for video, media, and entertainment, to launch a decentralized supercluster for generative AI and content recommendation.

FedML allows Theta Edge Network community members to offer their individual computing resources for training and deploying AI models, catering to personalized content recommendations for Theta.tv viewers.

The FedML clients are integrated into the Theta Edge nodes, allowing them to regularly fetch data from the Theta.tv back-end. This data is utilized by the FedML training platform to conduct training, fine-tuning, and deployment of the video recommendation model.

Theta's decentralized compute approach, powered by edge nodes, serves as a means to incentivize and reward their active community. It offers rewards in two forms: An enhanced user experience on Theta.tv and tangible rewards for the node community members who contribute their resources.