ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, Javascript, or the command line.
#区块链#Optimization for on-chain private machine learning.
Giza agents run provable ML models and act autonomously on Starknet using native Account Abstraction
To leverage AIGC technology with NFT, marketplace and privacy.
Scoria AI is a decentralized AI agent framework on blockchain, enabling private, on-device Web3 intelligence for users and enterprises.
Build a decentralized AI infrastructure on Solana, enabling secure on-chain model training and creating a global marketplace for AI inference services.
Blockchain-based multi-agent AI system where agents autonomously collaborate, trade, and evolve via decentralized incentives.
DeepProve is a framework that enables fast verification of neural network inference using zero-knowledge techniques. It supports various model types, proving their correctness efficiently while keepin...
Scoria AI is a decentralized AI agent framework on blockchain, enabling private, on-device Web3 intelligence for users and enterprises.
Build a decentralized AI infrastructure on Solana, enabling secure on-chain model training and creating a global marketplace for AI inference services.
Benchmarking site for zkml frameworks
Code for collecting ezkl performance metrics on Zero-Knowledge Proof generation over inference tasks for multiple deep neural network models.
Securing confidential data in database using ZKML based cryptographic approach with auto encoder based encoding