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Understanding Open-Source Models

Fundamentals and resources for open-source models

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From Problem to Model Task

Converting business problems to model tasks

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Running Your First Model

See your first results in 30 minutes

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Fine-tune models and evaluate performance

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โšก Level 1

Running Your First Model

Running Your First Model

See your first results in 30 minutes

5
Lessons
~4h
Duration
1/5
Level

๐ŸŽฏ What You'll Learn

  • โœ“See your first results in 30 minutes

Prerequisites:

๐Ÿ‘ค Who Is This For?

See your first results in 30 minutes

๐Ÿท๏ธ Topics Covered

๐Ÿงช

Try Our Interactive Experiments

Put theory into practice with hands-on AI experiments you can run right in your browser.

โ†’

๐Ÿ“š Lessons

1
โšก

Your First Inference in 30 Minutes

ModelScope Cookbook Chapter 7 - Get Your First Result in 30 Minutes

โฑ๏ธ 25mโ†’
2
๐Ÿ–ฅ๏ธ

Server Configuration for Models

ModelScope Cookbook Chapter 8 - Choosing the Right Server Configuration for Your Model Size

โฑ๏ธ 15mโ†’
3
Start First Lesson โ†’

๐Ÿ”’ Sign in to track progress and earn certificates

โ† Back to All Academics
๐Ÿ’ป

Running Models Locally with Ollama

ModelScope Cookbook Chapter 9 - Run Open Source Models on Your Laptop, Start with Ollama

โฑ๏ธ 20mโ†’
4
โ˜๏ธ

Cloud Notebooks: CPU and GPU

ModelScope Cookbook Chapter 10 - Run Models in the Cloud, Try CPU and GPU with Notebook

โฑ๏ธ 15mโ†’
5
๐Ÿ“ฆ

Model Quantization Basics

ModelScope Cookbook Chapter 11 - Models Require Too Many Resources โ€” What Can Quantization Do?

โฑ๏ธ 15mโ†’