AI meets networking
Telecom intelligence with LLMs
Adapting General-Purpose LLMs for Telecom-Specific Intelligence.
Project overview
The goal is to convert plain-English networking requests into Cisco IOS configuration commands using a domain-adapted language model.
Approach
- Prepare examples pairing networking requests with CLI commands.
- Adapt a Llama model using QLoRA fine-tuning.
- Evaluate syntax correctness, command validity, and execution success.
Example task
Request: Set the router hostname to Branch-R1.
enable
configure terminal
hostname Branch-R1
end