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2023-06-17

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llm-course

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81.3K GitHub stars

Type:

Tool

Platforms:

Github

Task:

Study and learnBuild AI appsFine-tune AI modelsBuild RAG systems
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llm-course

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Overview

LLM Course is an open-source learning program focused on large language models, from foundational concepts to practical model engineering. It covers topics such as transformer architectures, tokenization, fine-tuning, quantization, inference, evaluation, retrieval, alignment, and techniques used to build and adapt modern open-source language models.

The repository combines explanations, notebooks, exercises, and links to supporting resources, making it useful for learners who want a structured path beyond basic prompt engineering. Its emphasis is on understanding how LLMs are trained, optimized, evaluated, and deployed, so it can serve both as a self-study curriculum and as a technical reference for practitioners working with open models.

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