datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
solidity_contract_sftsolidity-findings-v2
Solidity Findings Corpus (v2)
Canonical dataset of static analysis findings for smart contract security research.
Rows: 93194
Schema Version: 2
Corpus Digest: b6030d08a24775b81d90d5b8b51892061cc2b43e153207708b4e6236c61ea0d8
Last Updated: 2026-09-17T12:28:47.385053+00:00
solidity-audit-cot
solidity-audit-cot
Long-CoT audit traces for Solidity contracts, generated by Claude Opus 4.7 (adaptive thinking, xhigh effort) over the spec→contract corpus from the Qwopus3.6-27B-solidity training pipeline.
This dataset is the Stage 2 training corpus for the multi-stage Qwopus3.6-27B-solidity model — designed to teach long-form security reasoning (8-15 paragraph chain-of-thought) anchored to real Solidity contracts.
Why this dataset exists
Public Solidity audit… See the full description on the dataset page: https://huggingface.co/datasets/samscrack/solidity-audit-cot.solidity-findings
Solidity Findings Corpus (v2)
Canonical dataset of static analysis findings for smart contract security research.
Rows: 69228
Schema Version: 2
Corpus Digest: 895c60aee0839eb2d541b47a67a1238b470683a40b65ae4272bcd3a7bb99a241
Last Updated: 2026-09-17T03:17:37.108286+00:00
solidity-base-sft-v2solidity-cpt-top10-quality
Solidity CPT Top-10% Quality-Filtered Corpus
A curated, deduplicated corpus of 23,471 modern Solidity source files (~86M tokens) intended for continued-pretraining (CPT) of code LLMs on smart-contract code.
It's the top 10% slice (by composite quality score) of a larger raw corpus that combined:
ASSERT-KTH/DISL — 514 k unique deployed Solidity files, deduped at file level
30 hand-picked GitHub blue-chip protocols (OpenZeppelin, Uniswap v2/v3/v4, Aave v3, Compound, Morpho… See the full description on the dataset page: https://huggingface.co/datasets/samscrack/solidity-cpt-top10-quality.Solidity-Dataset-Cleanedx23-solidity-vulnerabilities-audit-findings
X23 Vulnerability Dataset
The X23 Vulnerability Dataset is a normalized corpus of public smart-contract security audit findings, focused mostly on Solidity and EVM-based protocols. It includes deduplicated vulnerability findings extracted from public audit reports published between May 2019 and April 2026, with normalized titles, summaries, descriptions, severity/status/category fields, affected files/functions, remediation text, source report metadata, and attribution links where… See the full description on the dataset page: https://huggingface.co/datasets/daveytea/x23-solidity-vulnerabilities-audit-findings.Slither-Audited-Solidity-QA
Dataset Card for "Simple-Solidity-Slither-Vulnerabilities"
More Information needed
solidity_errors_and_vulnerabilities
Solidity Vulnerabilities Dataset
📖 Overview
This dataset contains examples of common vulnerabilities in Solidity smart contracts, structured for use in Retrieval-Augmented Generation (RAG) systems.
It is intended to give LLMs context for:
Detecting vulnerabilities in Solidity code
Explaining security issues in simple terms
Suggesting fixes and mitigations
Assessing the severity of the issue
🗂 Data Format
Each entry is a JSON object with the… See the full description on the dataset page: https://huggingface.co/datasets/greatestyapper/solidity_errors_and_vulnerabilities.solidity-base
Solidity Dataset with Prompts
The "Solidity Dataset with Prompts" (braindao/Solidity-Dataset) is an enhanced version of the original seyyedaliayati/solidity-dataset. This dataset includes not only pure Solidity code but also carefully crafted prompts to aid in various NLP tasks. These prompts facilitate:
Code Understanding: Enhancing models' ability to comprehend and explain Solidity code.
Code Generation: Encouraging models to generate specific Solidity code snippets.
Error… See the full description on the dataset page: https://huggingface.co/datasets/braindao/solidity-base.solidity-bettergpt-base-v2-promptsreentrancy_solidity_function
Dataset Card for "reentrancy_solidity_function"
More Information needed
solidity_vulnerability_audit_dataset
Solidity Vulnerability Audit Dataset
Organization: gitmate AI
Dataset Summary
The Solidity Vulnerability Audit Dataset is a curated collection of Solidity smart contract code snippets paired with expert-written vulnerability audits. Each entry presents a real or realistic smart contract scenario, and the corresponding analysis identifies security vulnerabilities or confirms secure patterns. The dataset is designed for instruction-tuned large language models (LLMs) to… See the full description on the dataset page: https://huggingface.co/datasets/GitmateAI/solidity_vulnerability_audit_dataset.solidity-security-findings
Solidity Security Findings Dataset
9,359 smart contract security findings from Code4rena audits.
Statistics
HIGH severity: 4,418 findings
MEDIUM severity: 4,910 findings
Sources: Code4rena, Immunefi
Use Cases
Training security audit models
Vulnerability classification
Smart contract analysis
multi_class_solidity_function_vulnerabilty
Dataset Card for "multi_class_solidity_function_vulnerabilty"
More Information needed
solidity-base-sft-100k-v1solidity-base-sft-300k-v1solidity-base-enrichedsoliditysolidity-base-v2solidity-bettergptsolidity-vulnerability-eval-datasetstarcoder_solidity_finetunesolidity-badgptsolidity-eval-2026
Solidity Eval (2026)
Agentic Solidity benchmark. Each task hands the agent a Foundry workspace where one function body in a real Etherscan-verified contract has been replaced with revert("TODO");. The agent edits, builds (forge build), and tests (forge test) inside a sandbox until it returns. Reward is the differential-fuzz pass rate (Diffusc + Echidna) of the model's body against the ground-truth body.
This dataset is intended for use with the hermes-agent Solidity Eval environment… See the full description on the dataset page: https://huggingface.co/datasets/samscrack/solidity-eval-2026.solidity-bettergpt-base-v1solidity-base-sft-v3Solidity-contract-Specification-dataset-updatedsolidity-vuln-expert-reentrancy