Train OpenAI GPT Model with your data :BYOD -Bring your own Data

Anuj Agarwal
3 min readMar 14, 2023

GPT-3 is an advanced language model capable of generating human-like responses, it may not always have access to the specific data and information required to answer business-specific questions accurately. Therefore, training the model with relevant data and knowledge can improve its ability to provide accurate responses.

It is important for organizations to train GPT with their own data because it allows the model to learn from the specific language patterns and concepts relevant to their domain. By fine-tuning GPT on their own data, organizations can improve the accuracy of their language models for tasks such as chatbots, customer support, and content generation.

To train an OpenAI language model with your own data, you can use the OpenAI API and the GPT-3 language model. Here are the basic steps:

  1. Set up an OpenAI account and obtain an API key. You can do this by signing up for the OpenAI API at https://beta.openai.com/signup/. Once you have signed up, you will receive an API key that you can use to access the API.
  2. Prepare your training data. This can include text documents, PDFs, or other types of documents that contain the information you want your model to learn from. You will need to preprocess your data so that it is in a format that can be ingested…

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Anuj Agarwal

Director - Technology at Natwest. Product Manager and Technologist who loves to solve problems with innovative technological solutions.