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Open-source AI Models

Per Borgen
Per Borgen
Scrimba
Scrimba
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Learn how to utilize open-source LLMs in your applications. Get started with Hugging Face, find the right model, and even run them in your browser or locally via Ollama. By the end of this course, you'll have a clear understanding of the differences between open-source and closed-source frameworks and how they shape the development process. You'll also get hands-on experience with HuggingFace.js, learning to run inference tasks and use AI solutions in real-world situations. You'll pick up practical skills like implementing text-to-speech features and image transformations using HuggingFace's libraries. With a focus on the HuggingFace.js interface, you'll gain direct access to cutting-edge open-source AI tools, making the learning experience both practical and relevant. One of the highlights of the course is exploring the HuggingFace.js Hub, where you'll learn how to find and use free models—a must for keeping AI projects cost-effective. The course wraps up by looking ahead at the future of AI in browser-based applications, giving you a head start on the next wave of innovation. What sets this course apart is its combination of theory and hands-on practice. By the end, you'll be ready to apply AI models to your own projects, making it perfect for anyone looking to break new ground in open-source AI development.

Instructor

Per Borgen

Per Borgen

Developer, teacher, and co-founder of Scrimba. I love teaching people how to code and helping them break into the tech industry. Based in Oslo, Norway.

Course details

Duration

0 hours 38 minutes

Format

video

Certificate

Included

Pricing

Subscription

What you'll learn

Understand the differences between open-source and closed-source software, including their advantages and limitations

Use HuggingFace.js Inference to generate text-to-speech outputs effectively

Apply HuggingFace.js Inference to transform and manipulate image data

Identify and locate free AI models available on the HuggingFace.js Hub

Prerequisites

Good grasp of basic JavaScript

Familiarity with web development concepts

Basic understanding of AI/ML concepts (helpful but not required)

Who this course is for

JavaScript developers wanting to integrate AI into their applications

Developers interested in open-source AI solutions

Web developers looking to run AI models in the browser

Engineers wanting to understand the HuggingFace ecosystem

Curriculum

Open-source AI Models

10 lessons

38 min

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