What are the trade-offs of using cloud-based vs on-premise deployment for Generative AI

Question

With the help of code, can you tell me what the trade-offs are between using cloud-based vs. on-premise deployment for Generative AI?

Answer 1

Cloud-based deployment offers scalability, flexibility, and cost-effectiveness, especially for smaller operations, with easy updates and access to high-performance hardware.

Here is the code snippet you can refer to:

In the above code, we are using the following key points:

• Cloud: Easy scaling and access to advanced hardware, but may have latency and privacy concerns.
• On-premise: Provides better control and privacy but requires higher investment and maintenance.

Hence, by referring to the above, you can know the trade-offs of using cloud-based vs on-premise deployment for Generative AI