gesh75/multivendor-cli-commands

Multivendor CLI Commands

70,006 network CLI commands across 17 vendors and tools, tagged with vendor, OS, device role and category. The command corpus behind the Multivendor CLI Configurator, as one flat Parquet table.

Source: github.com/gesh75/multivendor-cli-configurator · Docs: gesh75.github.io/multivendor-cli-configurator

Schema

column	type	meaning
vendor	string	Vendor or tool (Cisco, Juniper, Arista, FRR, …)
os	string	Platform / OS surface (ios, junos, eos, sros, …)
role	string	router, switch or firewall
category	string	Functional bucket assigned by the pipeline (BGP, OSPF, VLAN, Interfaces, Security, …)
command	string	The command syntax, with placeholders ([IP], <vlan>) or example values
live_verified	bool	true if captured from a live 10-node Docker FRR lab
in_docs	bool / null	true if the FRR command was also found in FRR docs; null elsewhere

Rows by vendor

vendor	rows	vendor	rows
Cisco	22,168	Extreme	2,800
Arista	7,397	Linux	2,592
VyOS	6,289	FortiOS	2,383
Huawei	4,425	Wireshark	2,130
Aruba	4,106	PAN-OS	1,224
FRR	3,949	Mikrotik	1,216
Microsoft	3,352	NVIDIA	1,168
Juniper	3,217	Nokia	1,131
		SONiC	459

Provenance — what was kept, what was dropped

The commands were collected from public vendor CLI references, a public command guide, community notes and a live FRR lab, then merged and deduped by a stdlib-only Python pipeline (scripts/ in the repo).

This release keeps only the command syntax and structural metadata. The upstream desc (description prose) and title fields were dropped, because some of that text comes from or paraphrases vendor documentation and books, and its origin can't be traced row by row. If you need descriptions, use the vendor's own docs.

License

MIT, matching the repo. CLI command names and syntax are functional facts belonging to their respective vendors; vendor and product names are trademarks of their owners. No affiliation or endorsement implied.

Limitations

• Not validated per release or platform. Verify on your gear.
• Coverage is uneven: Cisco/Arista/VyOS/FRR are deep, SONiC and Nokia SR OS are thin.
• category comes from heuristics, so some rows are misbucketed (catch-all buckets like Misc and Protocols are large).
• Some commands carry a prompt or mode prefix (e.g. switch(config-if)#) inherited from the source.
• Example values are generic placeholders, documentation ranges or well-known public resolvers (e.g. 8.8.8.8). No real network data.

Derived

• gesh75/netops-intent2cli: synthetic operator intents paired with verbatim commands from this corpus. Default config is v1 (565 train / 102 validation / 108 test). Config v2 adds 650 training pairs and an 88-row operator_test.
• gesh75/netops-intent2cli-qwen0.5b-lora: experimental Qwen2.5-0.5B LoRA trained on v2. Adapter-only exact match: 12/108 (11.1%) on the frozen v1 test, 9/88 (10.2%) on operator_test. Optional retrieval+validator lookup mode (same card): 63/108 and 58/88 when the gold command is already in this corpus; it cannot return a command that is missing from the base. Not production-safe. Browser demo: Intent finder (retrieval only, no model).

Load

from datasets import load_dataset
ds = load_dataset("gesh75/multivendor-cli-commands", split="train")
bgp = ds.filter(lambda r: r["vendor"] == "Juniper" and r["category"] == "BGP")

import pandas as pd
df = pd.read_parquet("hf://datasets/gesh75/multivendor-cli-commands/data/train.parquet")

---

GESH · NetOps tools on Hugging Face

📡 netlog-ai	Sanitize-first network log analysis — browser lite demo of netlog-ai (PyPI 2.1.0)
🛠️ multivendor-cli-configurator	70k+ CLI commands across 17 vendors — cheatsheet, N-vendor compare, CLI Studio, Intent finder
🗂️ multivendor-cli-commands	The same 70,006 commands as a Parquet dataset
🧭 netops-intent2cli	v1 + v2 synthetic operator intents → corpus command pairs
🤖 netops-intent2cli-qwen0.5b-lora	LoRA adapter: English intent → vendor CLI (experimental)

Collection: NetOps tools · Code: github.com/gesh75 · Docs hub: gesh75.github.io

Doctrine: fail closed · sanitize first · evidence leaves, packets don't · honest coverage.