paiml/rust-cli-docs-corpus
Rust CLI Documentation Corpus A scientifically rigorous corpus for fine-tuning LLMs to generate idiomatic /// documentation comments for Rust CLI tools. Dataset Description This corpus follows the Toyota Way principles and Popperian falsification methodology. Statistics Total entries: 80 Source repositories: 0 Validation score: 96/100 Supported Tasks Documentation Generation: Generate Rust doc comments from code signatures Code… See the full description on the dataset page: https://huggingface.co/datasets/paiml/rust-cli-docs-corpus.
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1---2license: apache-2.03task_categories:4 - text-generation5language:6 - en7tags:8 - rust9 - documentation10 - code11 - cli12 - lora13 - fine-tuning14size_categories:15 - n<1K16---17 18# Rust CLI Documentation Corpus19 20A scientifically rigorous corpus for fine-tuning LLMs to generate idiomatic `///` documentation comments for Rust CLI tools.21 22## Dataset Description23 24This corpus follows the Toyota Way principles and Popperian falsification methodology.25 26### Statistics27 28- **Total entries:** 8029- **Source repositories:** 030- **Validation score:** 96/10031 32### Supported Tasks33 34- **Documentation Generation**: Generate Rust doc comments from code signatures35- **Code Understanding**: Learn Rust idioms and documentation patterns36 37## Dataset Structure38 39### Data Fields40 41| Field | Type | Description |42|-------|------|-------------|43| `id` | string | UUID v4 identifier |44| `input` | string | Rust code signature |45| `output` | string | Documentation comment |46| `category` | string | Doc type (function/argument/example/error/module) |47| `source_repo` | string | Source repository |48| `quality_score` | float32 | Quality score [0.0, 1.0] |49 50### Data Splits51 52| Split | Percentage |53|-------|------------|54| train | 80% |55| validation | 10% |56| test | 10% |57 58## Quality Validation59 60All entries pass 100-point Popperian falsification criteria.61 62## Usage63 64```python65from datasets import load_dataset66 67dataset = load_dataset("paiml/rust-cli-docs-corpus")68```69 70## License71 72Apache 2.073 74## Citation75 76```bibtex77@dataset{paiml_rust_cli_docs,78 title={Rust CLI Documentation Corpus},79 author={PAIML},80 year={2026},81 publisher={HuggingFace}82}83```84 85## Provenance86 87- **Version**: 1.0.088- **Hash**: 73e3d79f8f6a0fc757989708d2e521405a9bd677daf6fdb3cb90288e2011cb5989