Datasets:

paiml
/

rust-cli-docs-corpus

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

from datasets import load_dataset

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

License

Apache 2.0

Citation

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

Provenance

Version: 1.0.0
Hash: 73e3d79f8f6a0fc757989708d2e521405a9bd677daf6fdb3cb90288e2011cb59