Developing your own foundation model as opposed to using an existing one can provide several commercial and business benefits to the enterprise:
- It allows you to have complete control and ownership over the model, ensuring that it is tailored to your specific needs and goals. This can lead to better performance and results for your organization.
- It can save time and resources as you won't have to rely on pre-trained models and can fine-tune the model for your specific use cases.
- It also means that you can continuously train and improve the model as your organization's needs and data change over time. This can lead to more accurate and effective results, making your organization more efficient and productive.
- Additionally, your inhouse model can enhance data privacy as sensitive information does not have to be shared with third-party models.
However, it’s important to note that creating a large language model from scratch requires resources and expertise. In partnership with industrial giants, we provide end-to-end project management to help clients to develop their own foundation model.
Feel free to contact us to get more about developing your own foundation model service.