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@LogicNet-Subnet

LogicNet x SocialTensor

A decentralized AI/ML subnet on Bittensor, advancing math and computational models with incentivized, high-performance miner contributions.

🧠 LogicNet - Subnet 🤖

Introduction

Description

LogicNet-Subnet is a decentralized network utilizing the Bittensor protocol for advanced AI/ML model development focused on mathematics, computational thinking, and data analysis. This document guides validators and miners on setup, operation, and contribution.

Key Features

  • 🚀 Advanced Computational Network: Incentivizing miners to enhance computational resources for complex AI/ML tasks.
  • 📈 Performance Commitment: Miners commit to a category and volume per epoch.
  • 💰 Incentive Mechanism:
    • reward = (0.6 * accuracy_score) + (0.4 * reasoning_score) - 0.1 * time_penalty
    • accuracy_score is based on the correctness of the result.
    • reasoning_score measures the similarity between the generated text and reference data.
    • time_score is derived from the time taken to generate the result.
  • 🌟 Continuous Improvement: Adding more math problem set and category.

Neurons Documentation

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  1. LogicNet LogicNet Public

    Forked from SocialTensor/SocialTensorSubnet

    Supercharge Bittensor Ecosystem with Advanced Mathematical and Logical AI

    Python 3 8

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