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⬢github · 84.4K ★ +614 since we first saw it · pushed 256 d ago · Apache-2.0

mlabonne/llm-course

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

A free, structured course on Large Language Models organized into three parts: fundamentals (math, Python, neural networks), building better LLMs as a scientist, and engineering LLM-based applications. It includes roadmaps and hands-on Colab notebooks covering tools, fine-tuning, evaluation, quantization, and deployment.

Why now: It continues to attract attention with ~84k stars and active updates, driven by its practical roadmaps, one-click Colab notebooks, and its connection to the LLM Engineer's Handbook.

Who it is for: Developers and ML learners who want a structured, hands-on path into building and deploying LLMs.

llmcoursemachine-learningcolabroadmapfine-tuning

courselarge-language-modelsllmmachine-learningroadmap

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Stars over our 137 snapshots: 83.8K to 84.4K, since 1 d ago.

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