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.
- 🚀 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.