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GitHub Markdown Narrative text Objectives microsoft/generative-ai-for-beginners

Fine-Tuning Your LLM

OPEN

Repository 21 Lessons, Get Started Building with Generative AI

GitHub Markdown microsoft/generative-ai-for-beginners

Resources For Self-Guided Learning

OPEN

Inferred The lesson was built using core resources from OpenAI and Microsoft Foundry as references for the terminology and tutorials. Here is a non-comprehensive list for your own self-guided learning journeys. Every link below points to current, supported material.

GitHub Notebook Narrative text 1 component microsoft/generative-ai-for-beginners

Fine-tune a model with Microsoft Foundry

OPEN

Inferred In this tutorial we fine-tune gpt-4.1-mini with SFT to build a chatbot that answers questions about the periodic table with a limerick.

GitHub Markdown Narrative text Objectives microsoft/generative-ai-for-beginners

Introduction to Small Language Models for Generative AI for Beginners

OPEN

Inferred Generative AI is a fascinating field of artificial intelligence that focuses on creating systems capable of generating new content. This content can range from text and images to music and even entire virtual environments. One of the most exciting applications of generative AI i…

GitHub Notebook microsoft/generative-ai-for-beginners

Phi 3 Vision Nividia Nim

OPEN

Repository 21 Lessons, Get Started Building with Generative AI

GitHub Notebook microsoft/generative-ai-for-beginners

Phi35 Instruct Demo

OPEN

Repository 21 Lessons, Get Started Building with Generative AI

GitHub Notebook microsoft/generative-ai-for-beginners

Phi35 Vision Demo

OPEN

Repository 21 Lessons, Get Started Building with Generative AI

GitHub Notebook microsoft/generative-ai-for-beginners

Phi35 Moe Demo

OPEN

Repository 21 Lessons, Get Started Building with Generative AI

GitHub Markdown Narrative text microsoft/generative-ai-for-beginners

Building with Mistral Models

OPEN

Repository 21 Lessons, Get Started Building with Generative AI

GitHub Notebook Narrative text microsoft/generative-ai-for-beginners

Building with Mistral Models

OPEN

Repository 21 Lessons, Get Started Building with Generative AI

GitHub Markdown Narrative text microsoft/generative-ai-for-beginners

Building With the Meta Family Models

OPEN

Repository 21 Lessons, Get Started Building with Generative AI

GitHub Notebook Narrative text microsoft/generative-ai-for-beginners

Building With the Meta Family Models

OPEN

Repository 21 Lessons, Get Started Building with Generative AI

GitHub Markdown 11 components microsoft/generative-ai-for-beginners

Enhanced Features and Improvements Roadmap

OPEN

Inferred This document outlines recommended enhancements and improvements for the Generative AI for Beginners curriculum, based on a comprehensive code review and analysis of industry best practices.

GitHub Markdown microsoft/generative-ai-for-beginners

Security Guidelines for Generative AI Applications

OPEN

Inferred This document outlines security best practices for building Generative AI applications, based on common vulnerabilities identified in educational code samples.