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Security is another important facet and benefit of using Dell Enterprise Hub for on-premises generative AI deployment. Having control over the model in one’s own facilities gives organizations flexibility with their data. Organizations can utilize retrieval augmented generation of their own private data without having to share the information with another organization. This is especially important in the medical and financial fields, where data privacy and protection laws are strict. Businesses also have more flexibility with their security configurations with on-premises generative AI models. Firewalls and security are directly managed by the organization itself, and so businesses can scale security as needed.
There are many ways businesses can uphold cybersecurity. In general, it is always good to follow the best practices for Kubernetes security.[1] As for Hugging Face, it is important to obscure your Hugging Face token when deploying a model to production. This ensures that your private token is not available on the internet, which could allow attackers to modify files and disrupt organizations.
Deploy and use the hardware and software recommended in this solution securely. Follow recommendations from Dell Technologies and the other vendors cited in this validated design. For additional information, refer to the Dell Technologies Security and Trust Center at https://www.dell.com/en-us/dt/about-us/security-and-trust-center/index.htm.