FLock - Federated Machine Learning On the Blockchain

Federated Machine Learning

On the Blockchain

Local Data

Collaborative Training

Onchain Governance

To Accelerate Decentralised AI

Full-Stack AI Co-Creation

Data Ownership

Local training and hosting while data stay local. For crowdsourced data, contributors are fairly rewarded

Finetuning Foundation Models

Finetune LLMs, Stable Diffusion and more on your own or with other Flock nodes to lower data requirements

Scalable Infrastructure

Fast and compute-saving finetuning enabled by LoRA

Community Owned

Finetuning and RAG co-ordinated on-chain, contributors of data, feedback, compute share rewards

Award-Winning Technology

Serving

Decentralised & verified hosting

Revenue-sharing with model developers

Training

Out-of-the-box training client

Decentralised LLM fine-tune

Onchain training consensus

Compute

Run on any compute environment

Data

Train on local data

Train on crowdsourced data

Rewards for data contribution

Federated learning

Proof of stake contracts

Quantisation for scalable decentralised AI

Use Cases

Onchain GPTs

Real-time web3 insights, literary companions, or scholarly aides

Coding co-pilots

Solidity co-pilots for code completion and review

AI Gaming Allies

Engage with AI entities in your virtual quests

Private Health Monitors

Secure, accurate health tracking

DeFi Credit Analysis

Anonymous, reliable credit scoring for lending

Smart Auto-Complete Bots

Suggestion engines that protect user data confidentiality

Backed By

And More

Team Achievements