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Starred repositories

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21 Lessons, Get Started Building with Generative AI ๐Ÿ”— https://microsoft.github.io/generative-ai-for-beginners/

Jupyter Notebook 70,233 36,299 Updated Feb 4, 2025

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Jupyter Notebook 45,861 4,879 Updated Jan 22, 2025

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 39,456 5,210 Updated Feb 9, 2025

12 Weeks, 24 Lessons, AI for All!

Jupyter Notebook 35,927 6,334 Updated Feb 4, 2025

llama3 implementation one matrix multiplication at a time

Jupyter Notebook 14,098 1,156 Updated May 23, 2024

้ขๅ‘ๅผ€ๅ‘่€…็š„ LLM ๅ…ฅ้—จๆ•™็จ‹๏ผŒๅดๆฉ่พพๅคงๆจกๅž‹็ณปๅˆ—่ฏพ็จ‹ไธญๆ–‡็‰ˆ

Jupyter Notebook 13,595 1,715 Updated Sep 15, 2024

Solve puzzles. Learn CUDA.

Jupyter Notebook 10,464 809 Updated Sep 1, 2024

Code samples used on cloud.google.com

Jupyter Notebook 7,576 6,472 Updated Feb 8, 2025

Using Low-rank adaptation to quickly fine-tune diffusion models.

Jupyter Notebook 7,180 487 Updated Mar 22, 2024

Material for gpu-mode lectures

Jupyter Notebook 3,655 369 Updated Jan 6, 2025

๐Ÿฆ– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป about ๐—Ÿ๐—Ÿ๐— ๐˜€, ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€, and ๐˜ƒ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐——๐—•๐˜€ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฐ & ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ฎ๐˜ข๐˜ต๐˜ฆ๐˜ณ๐˜ช๐˜ข๐˜ญ๐˜ด

Jupyter Notebook 3,195 518 Updated Dec 9, 2024

Extracting spatial and temporal world models from LLMs

Jupyter Notebook 248 26 Updated Oct 17, 2023