Data analysis and model testing workflow for local LLMs

• Evaluate the performance of multiple language models in real-time.
• Log and analyze LLM responses for readability and clarity.
• Automate the process of capturing and comparing model metrics.

Trigger the workflow when a chat message is received. Retrieve the list of available models from the local server. Capture timestamps for the start and end of the model's response. Analyze the LLM's response for various metrics. Save the results to Google Sheets for easy tracking and comparison.

1. 1
   Import the workflow template into your n8n instance.
2. 2
   Update the base URL to match your local LM Studio server.
3. 3
   Ensure all necessary credentials for Google Sheets and other integrations are set up.
4. 4
   Run the workflow to test model responses and log results.