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The dataset contains source code of Solidity smart contracts verified by the Slither static analysis framework and the deployed bytecode, with vulnerabilities classified. Supported tasks include text classification, text generation, and image classification. It was created to provide a large‑scale open dataset for detecting and classifying verified Solidity contract vulnerabilities. The dataset is in English; source code is Solidity. It comprises instances, fields, and splits. Data were collected from Smart Contract Sanctuary, Etherscan, etc., and analyzed with Slither.