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Welcome to the era where AI isn't just a buzzword; it's a game-changer. And the best part? It's accessible to businesses of all sizes and industries.
Before we dive deep, let's take a quick stroll down memory lane. Remember 2006? That was the year when deep learning burst onto the scene and turned the AI world upside down. Fast forward to 2017, and we've got the "Attention Is All You Need" paper (produced by Google Brain) that introduced transformer architecture. This was the catalyst for Large Language Models (LLMs) like OpenAI's ChatGPT.
But wait, there's more! Fine-tuning is where it’s at. It's like tailoring a suit—you take something good and make it perfect for you. Fine-tuning lets you take a pre-trained model like GPT and customize it with your own data.
Now, let's talk about us, HubBase. One of our founders, who specializes in semantic analysis, attended AI courses at Stanford and got inspired! We've taken this expertise and applied it to fine-tuning LLMs, developing chatbots that act as a seamless interface between your business and your website customers.
Our chatbots are as versatile as a seasoned meteorologist interpreting a complex weather system. Just as a weather expert uses various models and data points to predict climate patterns, we employ a multi-model approach for our chatbots. Some are fine-tuned versions of existing models like OpenAI's GPT, while others are custom-trained by our team to meet specific business needs.
Our chatbot models and scripts are deployed on the AWS cloud, using state-of-the-art machine learning operations (MLOps) workflows. And don't sweat the cost; it's a pay-per-use model. No hidden fees, no surprises.
From frontend to cloud deployment to security, we've got it all under control. Our engineers ensure everything runs smoothly.
Ready to explore the exciting world of custom AI chatbots? Let's chat!