Overview

FLock.io is a private AI training platform that facilitates full-stack co-creation by streamlining the AI development process from data preparation to model deployment while ensuring data ownership and privacy. It enables users to finetune foundation models such as LLMs and Stable Diffusion, either independently or collaboratively through FLock nodes, reducing data requirements and enhancing efficiency with scalable infrastructure powered by LoRA. The platform is community-owned, leveraging blockchain technology to coordinate finetuning and retrieval-augmented generation (RAG) on-chain, ensuring that contributors' whether providing data, compute, or feedback, are fairly rewarded. FLock's AI Arena serves as a decentralized AI training platform where participants stake the FLOCK token to engage in training and validation, fostering an ecosystem that rewards active contributors. The FL Alliance further refines models using a federated learning approach, allowing collaborative training while preserving data sovereignty. AI models developed within the FLock ecosystem can be deployed in the AI Marketplace, where real-time feedback enhances their accuracy and usability. With its proof-of-stake mechanism, FLock promotes security, integrity, and Byzantine fault tolerance, ensuring that dishonest participants face token slashing penalties while honest contributors are incentivized. By integrating blockchain with AI, FLock provides a powerful environment for handling large datasets, optimizing training efficiency, and enabling AI innovation while maintaining a decentralized, secure, and scalable infrastructure.

Whitepaper & Documents