missvector/linux-commands

LinLM Dataset

A curated synthetic dataset for Linux command inference

Natural language description -> shell commands

Features:

• Supports 10 languages
• Arch Linux commands recognition
• Fine-tune LLM for development, system administration, file operations, Git, Docker, and more

Usage

from datasets import load_dataset

dataset = load_dataset("missvector/linux-commands")

def format_for_training(example):
    return {
        "prompt": f"Convert to Linux command: {example['eng']}",
        "completion": example['completion']
    }

training_data = dataset['train'].map(format_for_training)

Out-of-Scope Use

• Not for production deployment without additional validation
• Commands should be reviewed before execution

Related Projects

• llama-dynamic-context - command inference tool tested with this dataset

Citation

If you use this dataset in your research, please cite:

@misc{linuxcommands2025,
  author = {V. Firsanova},
  title = {LinLM Dataset},
  year = {2025},
  publisher = {Hugging Face Datasets},
  howpublished = {\url{https://huggingface.co/datasets/missvector/linux-commands}}
}