Documentation

Everything you need to get started with Hivetensor's decentralized AutoML platform.

Getting Started

What is Hivetensor?

Hivetensor is a decentralized AutoML platform that democratizes artificial intelligence through competition. We connect machine learning researchers and practitioners worldwide to solve real-world challenges and earn crypto rewards based on model performance.

Our platform operates on three core principles:

  • Decentralized Competition: Anyone can participate in AutoML challenges
  • Fair Rewards: Crypto payments based on model accuracy and ranking
  • Open Innovation: Real-world problems solved collaboratively

Current Focus: AutoML Zero Research

We're currently focused on AutoML Zero - a revolutionary approach to discovering machine learning algorithms from scratch through evolutionary computation. Instead of just tuning existing algorithms, we're building AI that can create AI.

Our AutoML Zero implementation includes:

  • Domain-Specific Language: Custom DSL for representing algorithms
  • Evolutionary Framework: Genetic algorithms for discovering new ML algorithms
  • Bittensor Integration: Decentralized computation network
  • MNIST Binary Challenge: Initial test case for algorithm discovery
Learn More About AutoML Zero

For Participants

Browse active challenges, download datasets, build your AutoML solutions, and submit models for evaluation. Earn rewards based on your model's performance.

For Organizations

Post machine learning challenges with reward pools. Access the collective intelligence of our global researcher network to solve your toughest AI problems.

Download Hivetensor Client

macOS App Available Now!

The Hivetensor desktop client for macOS is now available. Get an intuitive interface for participating in AutoML challenges, managing submissions, and monitoring your earnings. Windows version coming soon.

macOS

macOS 11.0 or later

Download for Mac

Universal Binary (Intel & Apple Silicon)

Windows

Windows 10 or later

64-bit installer (.exe)

🚀 macOS App Live!

The macOS desktop client is now available for download. Want to be notified when the Windows version is ready? Send us your email.

Get Windows Updates

Planned Features

Challenge Browser

  • • Browse active AutoML challenges
  • • Filter by category and reward size
  • • Download datasets and starter code
  • • Track challenge deadlines

Model Submission

  • • Upload and validate models
  • • Real-time accuracy feedback
  • • Submission history tracking
  • • Performance analytics

Earnings Dashboard

  • • Real-time earnings tracking
  • • Reward pool monitoring
  • • Payment history
  • • Performance rankings

Distributed Computing

  • • Contribute idle compute power
  • • NECTAR protocol integration
  • • GPU/CPU utilization monitoring
  • • Automatic reward distribution

System Requirements

Minimum Requirements

  • OS: macOS 11.0+ / Windows 10+
  • CPU: Intel Core i5 / AMD Ryzen 5
  • RAM: 8 GB
  • Storage: 2 GB free space
  • Network: Broadband internet

Recommended for Mining

  • CPU: Intel Core i7+ / AMD Ryzen 7+
  • GPU: NVIDIA RTX 3080+ / 24GB+ VRAM
  • RAM: 32 GB+
  • Storage: 100 GB+ SSD
  • Network: High-speed broadband

Available Now: Web Interface

Start Participating Today

While the desktop client is in development, you can already participate in challenges through our web interface. Browse active challenges, download datasets, and submit your models directly through the browser.