LLM education
Free course to get into Large Language Models with roadmaps and Colab notebooks, covering fundamentals, building, and deploying LLMs.
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
Structured O'Reilly book course with notebooks; choose if you prefer that format.
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
Hands-on production LLM/RAG course; choose for LLMOps-focused learning.
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
Focused on reasoning LLMs; choose for a deep dive into building a reasoning model from scratch.
Implement a reasoning LLM in PyTorch from scratch, step by step
Narrower implementation of a GPT-like model step-by-step; choose for code-level understanding.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Narrow hands-on training of a tiny LLM; choose for a quick small-scale training exercise.
๐ง Train a 64M-parameter LLM from scratch in just 2h!
Narrow from-scratch GPT build with line-by-line explanations; choose for beginner-friendly code walkthrough.
Build a modern LLM from scratch. Every line commented. Explained like we are five.
Narrows to prompt engineering; choose if that's your primary focus.
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
Narrow prompt engineering tutorials with notebooks; choose for prompt techniques.
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
These projects were analysed and named llm-course among their alternatives. The relationship is not symmetric โ how llm-course rates them is a separate judgement, made when llm-course is analysed in its own right.
calls llm-course โIf you prefer a free, continuously updated online course with roadmaps and Colab notebooks rather than a book.โ
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
calls llm-course โA structured LLM course with Colab notebooks, for learners who prefer a curated roadmap over a single book codebase.โ
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
calls llm-course โChoose if your goal is LLM-specific material and Colab notebooks rather than foundational ML.โ
Machine Learning Course, Sharif University of Technology
calls llm-course โChoose it to specialize in LLM workflows and roadmaps rather than broad ML engineering; it is narrower in scope.โ
Learn ML engineering for free in 4 months! Register here ๐๐ผ
calls llm-course โChoose when you specifically want to learn LLMs with roadmaps and notebooks rather than a broad ML course.โ
:speech_balloon: Machine Learning Course with Python: