Summary of Introduction to Vertex AI Studio
The video introduces viewers to Vertex AI Studio, a tool for cloud developers to access Google's cutting-edge Generative AI models. It explains the gen AI workflow, major features of Vertex AI Studio, and the concept of Generative AI. The video covers the training of foundation models, the capabilities of Vertex AI, and how to access gen AI models. It also delves into the Gemini multimodal model, prompt design, and model tuning. The video provides a hands-on lab for viewers to practice skills and highlights the importance of prompt design and model tuning.
Notable Quotes
— 22:10 — « ", "Parameter-efficient tuning involves making smaller changes to the model, such as training a subset of parameters or adding additional layers and embeddings."], [" »
— 23:51 — « ", "Prompt design does not alter the parameters of the pre-trained model. Instead, it improves the model's ability to respond appropriately by teaching it how to react."], [" »
— 26:22 — « ", "You learned different types of prompts, zero-shot, one-shot, and few-shot, and the configuration of model parameters like temperature, top K, and top P."], [" »
— 26:30 — « ", "You learned different ways to customize and tune a gen AI model, from less technical, like prompt design, to more technical, like distilling."], [" »
— 26:46 — « ", "In the lab, you'll have the opportunity to analyze images with Gemini multimodal, explore multimodal capabilities, design prompts with free-form and structured mode, and generate conversations."] »
Category
Technology