README.md

Velonk Protocol

Decentralized AI Verification Network powered by Zero-Knowledge Machine Learning

🌟 Key Features

• 🚀 Sub-second ZKML proof verification (avg. 800ms)
• 🔗 Cross-chain compatible verification contracts
• 🔒 TEE-Enhanced model confidentiality
• ⚡ Hardware-accelerated proof generation
• 🌐 Distributed light node network (3000+ nodes)

🛠️ Technical Architecture

graph TD
    A[AI Model] --> B(ZKML Compiler)
    B --> C{Proof Generator}
    C -->|CPU/GPU| D[zk-SNARK Proof]
    D --> E[Distributed Validators]
    E --> F[On-chain Anchoring]
    F --> G[Decentralized Storage]

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Core Components

1. ZKML Verification Protocol

• Compiles AI models into zk-SNARK circuits
• Supports PyTorch/TensorFlow/ONNX

2. Distributed Validation Network

• BLS-12-381 signature aggregation
• Geo-distributed light nodes

3. Hardware Acceleration Layer

• CUDA optimizations for NVIDIA GPUs
• SGX enclaves for sensitive operations

⚡ Quick Start

Prerequisites

• Python 3.10+
• Rust 1.68+ (for zk components)
• NVIDIA CUDA Toolkit 12.0 (optional)

📂 Repository Structure

velonk-core/ ├── circuits/ # ZKML circuit definitions ├── contracts/ # Smart contracts (Solidity) ├── nodes/ # Light node implementation ├── sdk/ # Python SDK │ ├── cli.py # Command-line interface │ └── verifier.py # Core verification logic ├── tests/ # Test suites └── docs/ # Technical documentation

🤝 Contributing

Development Workflow

1. Fork repository
2. Create feature branch

Code Standards

• Python: PEP8 with type annotations
• Rust: 2021 edition with clippy checks
• Solidity: 0.8.x with Slither security patterns