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README.md

NeuroScale — Auto-Scaling Inference

Auto-scaling inference endpoint manager on ProbeChain Rydberg Testnet (Chain ID 8004).

Features

  • Register inference endpoints with RPS capacity
  • Request auto-scaling with tracked history
  • Pay-per-request inference processing
  • Timeout-based refunds for expired requests

Contract: AutoScaler.sol

Function Description
registerEndpoint Register an inference endpoint
requestScale Request scaling to target RPS
processRequest Submit an inference request
submitResponse Respond with output
claimExpired Reclaim timed-out payments

Quick Start

cp .env.example .env
npm install
npx hardhat compile
npx hardhat run scripts/deploy.ts --network rydberg

Network