zkml

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.

#计算机科学#Curated list of ZKML models and use cases made with Giza

#区块链#Easy to use Verifiable AI and smart contracts interoperability.

Framework to prove inference of ML models blazingly fast

#区块链#Optimization for on-chain private machine learning.

Reversion strategy for Haiko AMM

Giza agents run provable ML models and act autonomously on Starknet using native Account Abstraction

#区块链#

To leverage AIGC technology with NFT, marketplace and privacy.

Build a decentralized AI infrastructure on Solana, enabling secure on-chain model training and creating a global marketplace for AI inference services.

Securing confidential data in database using ZKML based cryptographic approach with auto encoder based encoding

Code for collecting ezkl performance metrics on Zero-Knowledge Proof generation over inference tasks for multiple deep neural network models.

Benchmarking site for zkml frameworks

zkML: Trade-offs in accuracy vs. proving cost

Build a decentralized AI infrastructure on Solana, enabling secure on-chain model training and creating a global marketplace for AI inference services.