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Evaluating LLMs – What’s the right one for the job?

Evaluating LLMs

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LLMs move so fast. Have you noticed? One minute Open AI’s on top, then Google Gemini, nope wait – now it’s Anthropic. How do you keep up? And perhaps more importantly, how do you pick the right LLM for the job? It’s a tricky business!

At Humaxa we dynamically choose an LLM based on several factors including:

  • Answer Quality
  • Hallucination Rate
  • Performance
  • Response speed

Our tool generates a report including each metric with scores that can be used to compare LLMs. This tool can be incorporated into automated processes using a simple API (Application Programming Interface.)

But why is it important to dynamically choose an LLM?

First of all, it’s like having an army of people ready to work at your company. Some are good at math. Some are good at conversing with customers and understanding their needs. Others are good at

Have you thought about how to dynamically choose an LLM? What decision criteria do you use?

Carolyn Peer

CEO/Co-founder, Humaxa

carolyn.peer@humaxa.com

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