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You Can Now Make ChatGPT Work Specifically for Your Company. Here's How - Inc.com   

OpenAI will now allow businesses to create their own custom versions of GPT-3.5 Turbo, the A.I. model that powers ChatGPT. If you've been fantasizing about combining generative A.I. with your company's proprietary data, GPT-3.5 Turbo could potentially be a game changer. 

The process of customizing a pre-existing A.I. model, also known as fine-tuning, consists of training the model on a new set of data specifically chosen to enable narrower use cases. Imagine that you are the owner of a small brewery, and you want to get the word out about your brand with an A.I.-powered chatbot to engage potential consumers on social media. You could train GPT-3.5 Turbo on data related to your craft beers, enabling the chatbot to answer specific questions and make recommendations. You could also use fine-tuning to develop a unique "brand voice" for the chatbot with a more defined personality than the base model. OpenAI says all fine-tuning data is private, and won't be used to train the company's publicly available models. 

Fine-tuning allows businesses to shorten their prompt lengths without sacrificing performance. OpenAI's suite of APIs charge users per character in both the prompt and the chatbot's response. With fine-tuning, companies are also charged depending on the length of the training data. That might seem like a bad deal, but the company says testers of the fine-tuning feature "reduced prompt size by up to 90 percent by fine-tuning instructions into the model itself, speeding up each API call and cutting costs." 

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Want to accelerate software development at your company? See how we can help.

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Truein













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Want to accelerate software development at your company? See how we can help.

NUS School of Computing - Analytics from Data to Insights Programme


Truein


Want to accelerate software development at your company? See how we can help.

NUS School of Computing - Analytics from Data to Insights Programme


Truein












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