Datasetpublic

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.

sourceHugging Faceapache-2.0updated 8mo agoView on Hugging Face

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Dataset Card

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