OpenMined

Unlock the world's distributed intelligence

An open-source protocol for combining private and public models into powerful ensembles - while keeping you in control.

Ensemble Output Combined Intelligence llm-protocol SyftBox ChatGPT O1 OpenAI Infra Finetuned LLM Company VM Local Model John's Computer Open Source Llama/Mistral RAG Model Company VM

The protocol for Network Sourced AI

Most of the world's intelligence is locked away—in private datasets, proprietary models, local envs, and individual expertise. Centralizing it isn't just hard — it doesn't scale. Intelligence is inherently distributed, and thus, developing AI must be collaborative.


This open-source protocol makes it simple to combine all of these models into powerful, permissioned ensembles.

It respects ownership, rewards contributions, and enables scale without sacrificing control.

Learn more about the protocol

Access Control General access Restricted Add users J john.doe@company.com Query Access S sarah@startup.io View only

Stay in control

Bring your local LLM, RAG or data to the network & control who can see or use it. You keep full ownership over your assets.

MMLU Benchmark Score DeepSeek v3 85.2% ChatGPT O1 83.1% Grok 81.5% Private LLM 83.4% Your Ensemble 85.8% * Results on MMLU (Massive Multitask Language Understanding) benchmark

Outperform centralised models

Use our unified API Spec to easily ensemble public and private models and share it with others.

Your Monthly Stats Queries 25K+ Total Rewards $2.5K+ Tokens Generated 15M+

Get rewarded

Set your own pricing and control how your assets are used and compensated.

Steps to join the network

Installation

Get Started in Minutes

Install SyftBox and llm-protocol. Initiate your first model project with our CLI helper.

Model Linking

Unified API Spec

Implement our unified API spec to link your model to the network.

Publish

Set Your Terms

Choose your pricing model and set access controls.

Build Ensemble

Reach SOTA

Discover and ensemble various models on the network with yours.

Want to try it out?

Join our early access program and help shape the future of distributed AI