Microsoft has recently unveiled Phi-3.5, a new addition to its family of Small Language Models (SLMs). This model is designed to provide high-quality, multi-lingual support and is packed with innovative features that make it a powerful tool for various applications. In this blog, we’ll explore the key features of Phi-3.5, including mini-instruct, MoE-instruct, and vision-instruct, and provide examples to help you understand how they work.

Mini-Instruct

The mini-instruct feature of Phi-3.5 is designed to handle smaller, more specific tasks efficiently. This makes it ideal for applications where quick, precise responses are needed. For example, if you’re developing a chatbot that needs to provide customer support, mini-instruct can help the bot understand and respond to specific queries without requiring extensive computational resources.

Example: Imagine a customer asks, “How can I reset my password?” The mini-instruct feature can quickly process this query and provide a step-by-step guide for resetting the password, ensuring a smooth user experience.

Running Phi-3.5 mini locally using Ollama is a straightforward process. Here’s a step-by-step guide to help you get started:

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