---
language: en
license: apache-2.0
task_categories: [translation]
tags: [bash, shell, nl2sh]
---

# bash-data: 140k English → Bash pairs

Synthetic, deterministic (`scripts/generate.py`, seed varies). Each row:
`id, instruction, input, output, category, risk`.

- train 140k / eval 2k, `bash -n` clean, ~99% unique inputs.
- categories: shell core, net (ssh/dns/NAT), tailscale, macdev (xcode),
  AI tooling (ollama/lms/opencode/llamacpp/mlx/hf/vllm/agents/shellai),
  fullstack (js/py/db/devops/native), lab-authorized destructive+pentest (`risk: destructive`).
- destructive/pentest rows are lab-scoped (own VMs only). No exploit payloads.