Are You Choosing the WRONG LLM for Your Project?
Build your own Custom LLM Evaluation Framework No Code
Good morning, everyone! Today, I’m excited to dive into an essential topic: why not all Large Language Models (LLMs) are created equal.
Using the right LLM for the job can make all the difference, and thanks to Integrail's benchmarking tool, we can compare and select the best models without any coding.
In this video, we explore how diverse LLMs each bring unique strengths to the table. Instead of relying solely on ChatGPT, we’ll break down how to choose the best model based on your priorities—accuracy, speed, cost, or something else entirely.
We’ll also show a live demo using Integrail’s no-code tool to benchmark different LLMs and demonstrate a multi-agent system that combines multiple models for an optimized workflow.
Here’s what you’ll find in the video:
What Are the Best LLMs and How Do We Know?
Different LLMs Have Different Strengths
Practical Demo: Comparing LLMs Using Integrail’s Benchmark Tool
Advantages of Using Multiple LLMs
Creating a Multi-Agent Application for Multiple LLM Responses
In short, this video is a detailed look at how choosing the right model can elevate your projects and make workflows more efficient. We cover everything from evaluating models for specific tasks to building multi-agent applications with multiple LLMs in parallel. Learn more in the video (or article version here):
I also wanted to remind you that our e-book “Building LLMs for Production” and our first-ever premium course “From Beginner to Advanced LLM Developer” are both available now on the Towards AI Academy learning platform! If you want to get them and want a Louis’ friend discount - email me back! :)
Get the “Building LLMs for Production” E-book here.
Get our course “From Beginner to Advanced LLM Developer” here.
More information about both in my previous email and on the platform.
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Thank you for reading, and I wish you a fantastic week! Be sure to have enough sleep and physical activities next week!
Louis-François Bouchard