Can Gemini LLM Be Fine-Tuned Locally on Private Servers for Sensitive Data?

Gemini API
,
1

Hello, community!

We work with private data that must remain on our local servers due to strict data privacy regulations. We’re exploring the possibility of using Gemini for fine-tuning our models but need to ensure that all computations and data handling occur locally on our company’s hardware and HPC.

My specific questions are:

  1. Does Gemini support local fine-tuning without any external data transmission?
  2. Are there specific tools, configurations, or APIs provided by Gemini to enable such secure, private fine-tuning workflows?
  3. How does this compare to fine-tuning other models like Llama in terms of ease, performance, and system requirements for on-premise use?

Thanks in advance!