
3/19/2024 · Cher Hu, Saravanan Ganesh
What this post added
Introduces Gemini Tuning for Gemini 1.0 Pro models, accessible via Google AI Studio and the Gemini API. This feature utilizes Parameter Efficient Tuning (PET) to customize models for specific tasks, improving output quality, reducing prompt context size, and lowering response latency compared to few-shot prompting. It requires fewer data points than traditional fine-tuning and is suitable for use cases like classification, information extraction, structured output generation, and critique models. The post details the user experience in Google AI Studio for creating, selecting data for, and running tuned models.