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21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Jupyter Notebook 66,105 34,064 Updated Dec 12, 2024

🔊 Text-Prompted Generative Audio Model

Jupyter Notebook 36,563 4,302 Updated Aug 19, 2024

12 Weeks, 24 Lessons, AI for All!

Jupyter Notebook 35,403 6,110 Updated Nov 11, 2024

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

Jupyter Notebook 15,805 2,346 Updated Dec 23, 2024

Foundational Models for State-of-the-Art Speech and Text Translation

Jupyter Notebook 11,052 1,083 Updated Nov 14, 2024

tiny vision language model

Jupyter Notebook 6,227 510 Updated Jan 3, 2025

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open sourced AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SL…

Jupyter Notebook 2,630 298 Updated Dec 12, 2024
Jupyter Notebook 1,727 442 Updated Nov 15, 2024
Jupyter Notebook 991 240 Updated Jan 3, 2025

Python implementation of MPPI (Model Predictive Path-Integral) controller to understand the basic idea. Mandatory dependencies are numpy and matplotlib only.

Jupyter Notebook 330 34 Updated Dec 3, 2024