Vanna Labs
  • Introduction
    • 👋Welcome
    • ✨Summary
  • Vision
    • 🏪The AI One-Stop-Shop
      • AI Models on Vanna
      • Applied ML on Vanna
    • 🤝Interoperability
    • ✅Computational Verifiability
    • 🌐Decentralization
    • 🛡️Censorship Resistance
  • Vanna Network
    • 🏗️Architecture
      • Data Preprocessing
      • Parallelized Inference Pre-Execution (PIPE)
      • Validation-Computation Separation (VCS)
      • Cryptoeconomic Security
      • Modular Design
    • ⚙️Inference Modes
      • Vanilla Inference
      • zkML Inference
      • zkFP Inference
      • opML Inference
      • TEE Inference
    • 💿Data Storage
      • Model Storage
      • Data Availability
    • 💻Portal
  • Build
    • 🛠️Getting started
      • Networks
      • Faucets
      • Model Storage
    • 💻Building dApps
      • Data Preprocessing
      • Inference API
      • Inference Example
    • 💾Models
      • Supported LLMs
  • 🔗Links
  • Key Concepts
    • 🧠AI x Blockchain
    • 📜Optimistic Rollups
    • 💾Data Availability
    • ⚡zkML
    • ☀️opML
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  1. Introduction

Summary

Verifiable AI, Everywhere.

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Last updated 1 year ago

Vanna Network Overview

Terminology Tip: An "inference" is just a fancy way of saying "running a trained AI/ML" model on some input parameters.

The Vanna Network is the decentralized execution layer for AI/ML.

Vanna supports native inference directly computed, secured, and verified on-chain; designed in a way that is so seamless that leveraging AI/ML in dApps is as easy as a simple smart contract function call.

Vanna is the one-stop-shop for AI inference and has everything you need to run an inference pipeline on-chain.

  1. Querying Data: Access oracle feed data or on-chain state by making interchain queries to smart contracts.

  2. Preprocessing: Leverage Vanna's built-in precompiles to preprocess queried raw data to prepare it for inference.

  3. Inference Execution: Seamlessly and scalably run inference with any level of cryptographic security that suits your use-case

  4. Inference Validation: All cryptographic proofs securing inference are verified on the Vanna network by validator nodes.

  5. Publishing & Provenance: Inference results can be delivered to contracts on any chain through cross-chain messages, and are also published to the data availability layer.

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