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name: "Lab 0: Set up your Raspberry Pi" | ||
name: "Set up your Raspberry Pi" | ||
info: >- | ||
This tutorial shows how to set up your laptop and Raspberry Pi 5 board to run machine learning labs in EE292D. | ||
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name: "Lab 1: Run a Large Language Model" | ||
name: "Run a Large Language Model" | ||
info: >- | ||
This lab will show you how to run an LLM locally on your Raspberry Pi 5. | ||
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name: "Lab 2: Classify Images" | ||
name: "Classify Images" | ||
info: >- | ||
This lab will show you how to run an image classification model on your Pi, and fine-tune it to recognize different kinds of objects. | ||
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name: "Lab 3: Locate People and Objects" | ||
name: "Locate People and Objects" | ||
info: >- | ||
This lab will show you how to run pretrained models to spot people, analyze their poses, and locate arbitrary objects in images. | ||
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name: "Recognize and Generate Speech" | ||
info: >- | ||
This lab will show how to run an open source speech to text model on your Pi, connect it to your large language model, and speak the answers. | ||
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name: "Fine Tune Large Language Model" | ||
info: >- | ||
This lab will show you how to fine tune an LLM for a custom task and run it on your Pi. |