solidml/awesome-decentralized-ai

A list of tech, applications and resources in Decentralized AI

🦾 Awesome Decentralized AI

Awesome Decentralized AI

A list of tech, applications and resources in Decentralized AI.

Blockchains

• 0G: data availability chain for AI
• Fetch.ai: network for AI agents
• Galadriel: network for AI apps and agents
• Nim: AI gaming chain
• Morpheus: network for AI agents
• Vanna: network for AI

Applications

• AI Arena: a game where user-trained AIs fight
• Botto: a decentralized autonomous artist
• Numerai: decentralized stock market prediction competitions
• Worldcoin: decentralized human identity verification

Application platforms:

• MyShell: AI companion and app platform
• SingularityNET - AI app platform

Training

• Bittensor: decentralized training marketplace
• Gensyn: ML compute provider
• Allora: decentralized model development network

Inference

• ddkang/zkml: ZKML inference library (unmaintained)
• Giza: ZKML research company
  • gizatechxyz/orion: ZKML inference library
• Hyperspace: peer-to-peer AI network
• Modulus Labs: ZKML research company
• ORA: OPML and ZKML research company
  • ora-io/opml: Ora's optimistic ML inference library
  • socathie/circomlib-ml: ZKML circuit library (by Chieft Scientist at ORA)
• Ritual: on-chain inference provider
  • ritual-net/infernet-ml: Python SDK for ML inference workflows
• zkonduit/ezkl: ZKML inference library

General purpose GPU

• Exabits: decentralized GPU compute
• io.net: decentralized GPU compute
• Render Network: decentralized GPU compute

RAG and tools

• Dria: public repositories of knowledge for RAG
• NeverMined: decentralized AI payments protocol
• Shinkai: embedded file system for RAG (VectorFS) and tool provider for LLM apps

Data

• Fraction: decentralized data annotation provider
• Grass: decentralized scraping network for training data
• Ocean protocol: monetizing datasets

Standards

• Agent Protocol: standard interface for AI agents

Related lists

• awesome-ora

Contributing

To add anything, please open an issue or pull request.

Rules:

• Within a section, projects are ordered alphabetically.
• Anything you add must have an existing public website, repository and/or docs. The page should be descriptive enough that it is possible to understand what the project is about, and the project should have more substance than just an announcement.
• The project should be strongly relevant to Decentralized AI.
• No waitlist-only products.
• No shilling tokens.

We (maintainers of this repo) will use our best judgement to add only the things we believe are valuable for the community.