README.md

---
license: apache-2.0
task_categories:
  - text-generation
language:
  - en
tags:
  - rust
  - documentation
  - code
  - cli
  - lora
  - fine-tuning
size_categories:
  - n<1K
---

# 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 Understanding**: Learn Rust idioms and documentation patterns

## Dataset Structure

### Data Fields

| Field | Type | Description |
|-------|------|-------------|
| `id` | string | UUID v4 identifier |
| `input` | string | Rust code signature |
| `output` | string | Documentation comment |
| `category` | string | Doc type (function/argument/example/error/module) |
| `source_repo` | string | Source repository |
| `quality_score` | float32 | Quality score [0.0, 1.0] |

### Data Splits

| Split | Percentage |
|-------|------------|
| train | 80% |
| validation | 10% |
| test | 10% |

## Quality Validation

All entries pass 100-point Popperian falsification criteria.

## Usage

```python
from datasets import load_dataset

dataset = load_dataset("paiml/rust-cli-docs-corpus")
```

## License

Apache 2.0

## Citation

```bibtex
@dataset{paiml_rust_cli_docs,
  title={Rust CLI Documentation Corpus},
  author={PAIML},
  year={2026},
  publisher={HuggingFace}
}
```

## Provenance

- **Version**: 1.0.0
- **Hash**: 73e3d79f8f6a0fc757989708d2e521405a9bd677daf6fdb3cb90288e2011cb59