Awesome Decentralized AI

Awesome Decentralized AI

A well organized repository of projects, papers, and other resources related to Decentralized AI.

Companies

Training

• Sahara Labs A platform that facilitates high-performance model orchestration by managing interactions and coordination within a decentralized execution layer.
• BitTensor Decentralized network of sellers and validators for training ML models.

Inference

Agents

Marketplaces

• Vanna AI - The first network for user-owned data
• Ocean Protocol - Marketplace for curating, selling and buying datasets.

Verifiability

Privacy

• Oasis Labs - Safeguard privacy and confidentiality for responsible use of data.
• Duality Technology - Cryptography based computing primitives for privacy-preserving applications

Open-source frameworks/libraries

• SONAR - Self-organized decentralized learning

Papers

• A Perspective on Decentralizing AI - Perspective paper on Decentralized AI