Datasets:
Add dataset card with schema, provenance, B2/B3 mitigations
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README.md
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dtype: large_string
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- name: resolved_solc_version
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dtype: large_string
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- name: target_function_signature
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dtype: large_string
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- name: prompt_context
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dtype: large_string
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- name: workspace_tar
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dtype: large_string
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- name: scoring_tar
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dtype: large_string
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- name: canary_substrings
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list: string
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splits:
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- name: train
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num_bytes: 134949194
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num_examples: 3044
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download_size: 104615982
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dataset_size: 134949194
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- config_name: lite
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features:
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- name: task_id
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dtype: large_string
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- name: domain
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dtype: large_string
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- name: contract_name
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dtype: large_string
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- name: contract_address
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dtype: large_string
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- name: pragma
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dtype: large_string
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- name: pragma_major_minor
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dtype: large_string
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- name: resolved_solc_version
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dtype: large_string
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- name: target_function_signature
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dtype: large_string
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- name: prompt_context
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dtype: large_string
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- name: workspace_tar
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dtype: large_string
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- name: scoring_tar
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dtype: large_string
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- name: canary_substrings
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list: string
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splits:
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- name: train
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num_bytes: 9132818
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num_examples: 200
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download_size: 7186378
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dataset_size: 9132818
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configs:
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- config_name:
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---
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---
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license: mit
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task_categories:
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- text-generation
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language:
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- en
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tags:
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- solidity
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- smart-contracts
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- code-generation
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- agentic-eval
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- foundry
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- differential-fuzzing
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size_categories:
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- 1K<n<10K
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configs:
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- config_name: lite
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data_files:
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- split: train
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path: lite/train-*
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- config_name: full
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data_files:
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- split: train
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path: full/train-*
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default: true
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---
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# Solidity Eval (2026)
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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.
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This dataset is intended for use with the [hermes-agent](https://github.com/NousResearch/hermes-agent) Solidity Eval environment, but the `workspace_tar` / `scoring_tar` shape is harness-agnostic — any agent harness that can stage a tarball into `/work` and run a scorer over `/scoring` can use it.
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## Configs
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| Config | Rows | Selection |
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| --- | --- | --- |
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| `lite` | 200 | Stratified by pragma major.minor over the full cohort (seed=0). Use this for cost-bounded eval runs. |
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| `full` | 3044 | Every row from the SolBench RACR-4k corpus that (a) has a parseable Solidity pragma, (b) satisfies the 0.5.0–0.8.34 compiler range installed in the reference image, and (c) parses cleanly through the function-stubbing step. |
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## Schema
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| Field | Type | Description |
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| --- | --- | --- |
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| `task_id` | str | `<contract_name>_<idx>`, unique within the dataset. |
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| `domain` | str | `"unknown"` for every row — the source corpus has no domain mapping. |
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| `contract_name` | str | Solidity contract name (target of the deletion). |
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| `contract_address` | str | Etherscan address the source was scraped from. |
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| `pragma` | str | Raw pragma string from the source (`^0.8.10`, `>=0.6.0 <0.8.0`, etc.). |
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| `pragma_major_minor` | str | `"0.5"` / `"0.6"` / `"0.7"` / `"0.8"` — used for stratification. |
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| `resolved_solc_version` | str | Highest installed solc satisfying the pragma. The reference image installs every patch version of 0.5.x–0.8.x. |
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| `target_function_signature` | str | First line of the deleted function header (for the prompt). |
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| `prompt_context` | str | Surrounding code shown to the model (`sc_ba[0]` from the source corpus). |
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| `workspace_tar` | str | Base64-encoded `.tar.gz` containing `foundry.toml` + `src/<contract_name>.sol` (with the target function body replaced by `{ revert("TODO"); }`). Stage this into `/work` before the agent runs. |
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| `scoring_tar` | str | Base64-encoded `.tar.gz` containing `manifest.json` + `origin/<contract_name>.sol`. Stage into `/scoring` *only at scoring time* — never during the agent loop. |
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| `canary_substrings` | list[str] | Tokens / fragments unique to the deleted function body. The scorer fails the run with `b3_violation` if any of these appear in `/work` after the agent finishes. |
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## Reward semantics
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The in-image scorer (`/opt/scoring/run_diffusc.py` in the reference image) follows SolBench's `echidna()` rule:
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```
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reward = 1.0 if Diffusc compiles + Echidna passes (or vacuous "no diff" pass)
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reward = 0.0 on diffusc compile failure, echidna failure, timeout,
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B3 canary violation, or stub-residue (revert("TODO"); left in)
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```
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Three pass routes are tagged in `pass_route.txt` for auditability: `exit_0`, `vacuous_no_diff`, `fail`. Runs with disproportionate vacuous passes can be flagged.
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## B2 / B3 reward-hack mitigations
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- **B2 (no exfiltration via web tools).** The verified contracts are public on Etherscan, so any agent with web access can fetch the answer with one query. Runners must disable web/browser/messaging tools; for non-Hermes agents this means setting agent-specific flags or running the sandbox container without network egress.
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- **B3 (no ground-truth in the workspace).** `scoring_tar` (containing `origin/`) is staged only after the agent loop ends. The scorer additionally greps the candidate for `canary_substrings` and zeroes the reward if any match.
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- **Stub residue.** If the agent leaves `revert("TODO");` in the candidate, the scorer flags it (`pass_route=stub_residue`) and zeros the reward — otherwise an empty implementation would coast through the vacuous-pass route.
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### B3 caveats
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- 168 of the 3044 rows have an empty `canary_substrings` list (the deleted body uses only identifiers that already appear elsewhere in the contract — common for ERC20-style getters). For these rows B3 enforcement degrades to best-effort; the canary-grep is a no-op and only the stub-residue + diff-fuzz checks remain. Auditors who want strict B3 enforcement should filter to rows with non-empty canaries.
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## Provenance
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- Source corpus: SolBench (https://github.com/ZaoyuChen/SolBench, MIT, FSE 2026), specifically the RACR-4k LCS subset.
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- Function-stubbing + tarball construction: this dataset's builder (`environments/benchmarks/solidity_eval/dataset/build_modern_subset.py` in the eval repo).
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- Reference scorer + sandbox image: `samscrack/solidity-eval-sandbox:dev` (Foundry 1.6.0-nightly, Echidna 2.2.3 from the SolBench fork, Diffusc + Slither 0.9.3 from `webthethird/slither.git@dev-diffusc-testing`, solc-select 0.5.0–0.8.34).
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## Skipped rows from the source corpus (164 of 3208)
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| Reason | Count |
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| --- | --- |
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| `cannot-stub-funit` | 143 |
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| `unsupported-pragma-0.4` | 8 |
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| `no-pragma` | 13 |
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`cannot-stub-funit` covers constructors, modifiers, receive/fallback declarations, and abstract function shapes the regex-based stubber can't safely rewrite. Future builder iterations could handle these explicitly.
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## License
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MIT, inherited from SolBench. The contract sources are public on Etherscan.
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