qmxme/Qwen3-0.6B-cmdguard
Text Generation • Updated • 22
messages listlengths 2 2 |
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[
{
"role": "user",
"content": "Classify: ls -la"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: cat /etc/hosts"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git log --oneline -20"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git status"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git diff HEAD~1"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker ps -a"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker images"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl get pods -n production"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl describe svc nginx"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: npm list --depth=0"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: pip show requests"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: cargo check"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: systemctl status nginx"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: curl -s https://api.example.com/health"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: find . -name '*.go' -type f"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: rm -rf node_modules"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: git commit -m 'fix auth bug'"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: git push origin main"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: git checkout -b feature/login"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: docker rm -f my-container"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: docker build -t myapp ."
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl delete pod foo"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl apply -f deployment.yaml"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: npm install express"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: pip install flask"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: chmod 755 deploy.sh"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: mv old.txt new.txt"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: cp -r src/ backup/"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: systemctl restart nginx"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: cargo build --release"
},
{
"role": "assistant",
"content": "mutating"
}
] |
[
{
"role": "user",
"content": "Classify: ls"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: ls -lah /var/log"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: ls -R src/"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: cat README.md"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: cat -n main.go"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: head -20 server.py"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: tail -f /var/log/syslog"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: tail -100 app.log"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: less /etc/nginx/nginx.conf"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: wc -l *.py"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: file output.bin"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: stat config.yaml"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: du -sh /home/user"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: df -h"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: free -m"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: uptime"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: uname -a"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: hostname"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: whoami"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: id"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: env"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: printenv PATH"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: echo $HOME"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: pwd"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: which python"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: type git"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: whereis gcc"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: ps aux"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: ps -ef | grep nginx"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: top -bn1"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: htop"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: lsof -i :8080"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: ss -tulnp"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: netstat -an"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: ip addr show"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: ifconfig"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: ping -c 3 google.com"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: traceroute 8.8.8.8"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: dig example.com"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: nslookup example.com"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: curl -I https://example.com"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: curl -s https://api.github.com/users/octocat"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: wget --spider https://example.com"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git branch -a"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git remote -v"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git show HEAD"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git log --graph --all"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git blame src/main.rs"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git shortlog -sn"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git tag -l"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git stash list"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git reflog"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git config --list"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git diff --cached"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: git diff main..feature"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker inspect my-container"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker logs web"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker stats"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker network ls"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker volume ls"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker compose ps"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker top my-container"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: docker exec -it web bash"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl get nodes"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl get svc -A"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl get events --sort-by=.metadata.creationTimestamp"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl logs -f deploy/api"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl top pods"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl describe node worker-1"
},
{
"role": "assistant",
"content": "exploring"
}
] |
[
{
"role": "user",
"content": "Classify: kubectl get configmap -n kube-system"
},
{
"role": "assistant",
"content": "exploring"
}
] |
End of preview. Expand in Data Studio
cmdguard-dataset
Hand-labeled CLI commands for training a binary classifier: exploring (read-only) vs mutating (changes state).
Format
Chat-style JSONL — each line is:
{"messages": [{"role": "user", "content": "Classify: git status"}, {"role": "assistant", "content": "exploring"}]}
Splits
| Split | Examples | Balance |
|---|---|---|
train.jsonl |
354 | 168 exploring / 168 mutating + 18 targeted |
eval.jsonl |
20 | 10 exploring / 10 mutating |
Coverage
git, docker, kubectl, helm, terraform, npm/yarn/pnpm, pip, cargo, go, systemctl, apt/dnf/pacman/brew/nix, AWS CLI, gcloud, az, filesystem ops, networking tools, process management, databases, and more.
- Downloads last month
- 5
Size of downloaded dataset files:
43.6 kB
Size of the auto-converted Parquet files:
28.7 kB
Number of rows:
374
Models trained or fine-tuned on qmxme/cmdguard-dataset