datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fineweb-linuxlikelinux-command-dataset
Linux Command Dataset
A comprehensive dataset of Linux command examples designed for training language models. The dataset pairs natural language descriptions with their corresponding shell commands, covering a wide range of common operations. This dataset was trained on Llama 3.2 1b, and the final version has been uploaded to Hugging Face: mecha-org/linux-command-generator-llama3.2-1b.
Dataset Statistics
This table reflects the actual number of command examples in… See the full description on the dataset page: https://huggingface.co/datasets/mecha-org/linux-command-dataset.linux_data
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/Rohithqwerty/linux_data.Linux-terminal-tool-calling
Linux Terminal Tool Calling Dataset (Linux-terminal-tool-calling)
This dataset is designed for training and fine-tuning AI agents on tool calling, reasoning, and command execution specifically for standard Linux terminal utilities and system administration tasks. It transforms raw Linux terminal command records into a structured multi-turn conversation format featuring detailed chain-of-thought/reasoning content and OpenAI/OpenClaw-style function calling.
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/iselabvn/Linux-terminal-tool-calling.KALI_LINUX_TOOLKIT_DATASET
Kali Linux Tools Dataset
A comprehensive and structured dataset of common offensive security tools available in Kali Linux, including usage commands, flags, descriptions, categories, and official documentation links.
This dataset is designed to support cybersecurity training, red team automation, LLM fine-tuning, and terminal assistants for penetration testers.
📁 Dataset Format
Each entry is a JSON object and stored in .jsonl (JSON Lines) format. This structure is ideal… See the full description on the dataset page: https://huggingface.co/datasets/darkknight25/KALI_LINUX_TOOLKIT_DATASET.linux-commandsnatural_language_to_linux
nl2linux
This a custom dataset used to fine-tune Large Language Models for Linux Command Generation.
The dataset is created by filtering AnishJoshi/nl2bash-custom dataset from huggingface.
Dataset Structure
train.json: Training split.
dev.json: Development split.
test.json: Test split.
Usage
from datasets import load_dataset
dataset = load_dataset("prabhanshubhowal/natural_language_to_linux")
Features
'nl_command': The natural language… See the full description on the dataset page: https://huggingface.co/datasets/prabhanshubhowal/natural_language_to_linux.kali_linux_toolkit_dataset
Kali Linux Tools Dataset
A comprehensive and structured dataset of common offensive security tools available in Kali Linux, including usage commands, flags, descriptions, categories, and official documentation links.
This dataset is designed to support cybersecurity training, red team automation, LLM fine-tuning, and terminal assistants for penetration testers.
📁 Dataset Format
Each entry is a JSON object and stored in .jsonl (JSON Lines) format. This structure… See the full description on the dataset page: https://huggingface.co/datasets/bleondubos/kali_linux_toolkit_dataset.command-linux-bash-balanced-sftarchive
Linux 中国原创文章/译文数据集
这个数据集为 Linux 中国原创技术文章 + 翻译技术文章的数据集，提供了文章标题、内容等多个字段。
Dataset Details
Dataset Structure
id：文章ID
title: 文章标题
author: 文章作者
fromurl: 文章源地址（仅翻译类文章有）
summary: 总结
excerpt： 摘要
pic: 头图（缩略图版）
largepic：头图（大图版）
titlepic：是否有头图，可以渲染用。
islctt：是否是 LCTT 文章（翻译文章）
selector：选题人员，值为 Github ID
translator：翻译人员，值为 Github ID
reviewer：校对人员，值为 Github ID
tags：文档标签
category：文档所属目录
count：计数
viewnum: 访问量
commentnum： 评论量
favtimes： 收藏量
sharetimes： 分享量
likes： 喜欢量… See the full description on the dataset page: https://huggingface.co/datasets/linux-cn/archive.linux_cmd_alpaca
linux_cmd_alpaca
This repository contains a dataset in Alpaca format, consisting of natural language instructions, shell commands, and corresponding responses of linux terminal. This dataset is made from some existing datasets with more data and in alpaca format
linux-commandslinux_window_priv_esic_dataset
Linux & Windows Privilege Escalation Dataset
A structured dataset of known privilege escalation techniques for both Linux and Windows systems. Each entry includes a command, context, severity rating, mapped MITRE ATT&CK technique, and a reference link for further study.
This dataset is designed for use in:
Red team operations
LLM fine-tuning
Privilege escalation simulations
OSINT automation and enumeration tools
Cybersecurity education and training
📁 Dataset Format… See the full description on the dataset page: https://huggingface.co/datasets/darkknight25/linux_window_priv_esic_dataset.LinuxJapanese-Instruction-Linux-Command-169kali-linux-redalpaca_linux_command
About
This dataset is a modified version of an available linux command summarizer dataset. This dataset is specially modified for training Llama model with Alpaca format.
Features
instruction: describes the task the model should perform.input: optional context or input for the task.output: the answer to the instruction.
license: apache-2.0
Debian_Linux_BasicsDebian Linux Basic!
zygai_linux_commands
ZygAI Linux Commands Dataset
A bilingual (Lithuanian–English) dataset containing structured documentation for Linux shell commands, designed for training AI assistants, building command reference tools, educational search engines, and CLI help systems.
This dataset includes 254 fully structured entries, each representing a Linux command with its category, usage, examples, and descriptions in both Lithuanian and English.
The dataset is part of the ZygAI Research initiative aimed at… See the full description on the dataset page: https://huggingface.co/datasets/ZygAI/zygai_linux_commands.LinuxManualsraspberrypi-linux-github-issueslinux-commands
Linux Commands
This is a high quality dataset containg various Linux commands and their explanations.
linux-syslog-anomalies-fr
🐧 Linux System Log Anomalies — French Server Infrastructure
Description
50,000 synthetic Linux system logs with expert security annotations.
Built by a Linux infrastructure practitioner with real-world server administration experience. Covers authentication events, privilege escalation, cron jobs, kernel messages, and web server logs — with realistic hostnames, usernames, IPs, and PIDs.
📊 Statistics
Split
Examples
Normal
Anomalies… See the full description on the dataset page: https://huggingface.co/datasets/synthlab0/linux-syslog-anomalies-fr.KALI_LINUX_TOOLKIT_DATASET
Kali Linux Tools Dataset
A comprehensive and structured dataset of common offensive security tools available in Kali Linux, including usage commands, flags, descriptions, categories, and official documentation links.
This dataset is designed to support cybersecurity training, red team automation, LLM fine-tuning, and terminal assistants for penetration testers.
📁 Dataset Format
Each entry is a JSON object and stored in .jsonl (JSON Lines) format. This structure is ideal… See the full description on the dataset page: https://huggingface.co/datasets/barisKacin/KALI_LINUX_TOOLKIT_DATASET.adaption-linux-hardening-guidelines
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-linux_hardening_guidelines
This dataset contains technical guidelines and remediation scripts for securing Linux systems, covering password policies, kernel module management, and audit configurations. The samples include specific instructions for CIS Benchmark compliance, system file permissions, and package management strategies for Ubuntu and Debian environments. Content is… See the full description on the dataset page: https://huggingface.co/datasets/darius-adaption/adaption-linux-hardening-guidelines.linux-commands-jsonru-linux-sysadmin-dialogues
Russian Linux Sysadmin Dialogues (Датасет для обучения ИИ)
Высококачественный структурированный набор данных (датасет) на русском языке, содержащий профессиональные инструкции, разборы технических проблем и сценарии общения в сфере системного администрирования операционных систем семейства Linux.
Этот датасет разработан специально для тонкой настройки (fine-tuning) больших языковых моделей (LLM), обучения диалоговых агентов, умных помощников технической поддержки и наполнения… See the full description on the dataset page: https://huggingface.co/datasets/CBERX/ru-linux-sysadmin-dialogues.linux-commands-updatedsn96g-linux-admin-10chunk1-20250919_132525
Subnet 96 — Clean Q/A Dataset
Format: one JSONL per line:
{"system": null, "conversations":[{"role":"user","content":"..."}, {"role":"assistant","content":"..."}]}
Total pairs: 31
Avg answer length (tokens): 119.7 (median 121, min 86, max 163)
Schema errors: 0 (should be 0)
File size: 0.03 MB
SHA256 (data.jsonl): 4c67558be3168dbbe9598d8bb9eaa610fa561896c8536ef3f9a4cb179c93cdcc
Language: English
Intended for: Bittensor Subnet 96 validators
Generation: local LLaMA (GPU) +… See the full description on the dataset page: https://huggingface.co/datasets/raniero/sn96g-linux-admin-10chunk1-20250919_132525.sn96g-linux-admin-2chunk1-20250919_174512
Subnet 96 — Clean Q/A Dataset
Format: one JSONL per line:
{"system": null, "conversations":[{"role":"user","content":"..."}, {"role":"assistant","content":"..."}]}
Total pairs: 2
Avg answer length (tokens): 35.5 (median 35.5, min 32, max 39)
Schema errors: 0 (should be 0)
File size: 0.00 MB
SHA256 (data.jsonl): 4df9354038ffdbaea5376b9004c98bc8993b2eb421f1c179568dd649b4760fad
Language: English
Intended for: Bittensor Subnet 96 validators
Generation: local LLaMA (GPU) +… See the full description on the dataset page: https://huggingface.co/datasets/raniero/sn96g-linux-admin-2chunk1-20250919_174512.