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llm-course

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

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Introduction

Introduction to LLM Course

This GitHub repository provides a comprehensive course to help learners familiarize themselves with Large Language Models (LLMs). The course is structured into three main parts: LLM Fundamentals, The LLM Scientist, and The LLM Engineer. Each part includes essential topics and hands-on exercises designed to cover a wide range of knowledge in LLMs, from the mathematics and programming language foundations to advanced topics like model training, evaluation, and deployment.

Key Features
  • Structured Learning: The course divides content into three segments, making complex topics easier to digest.
  • Practical Notebooks: Utilizes Google Colab notebooks for hands-on experience.
  • Comprehensive Resources: A plethora of resources and references are provided for deeper understanding.
  • Updated Techniques: Covers both traditional and modern techniques in LLMs focusing on real-world applications.
  • Community Support: Engage with contributors through GitHub to enhance learning and seek help.
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Information

  • Publisher
    AISecKit
  • Websitegithub.com
  • Published date2025/04/28

Categories

  • AI Models
  • AI Application Platforms
  • AI Research Papers

Tags

  • Fine-tuning
  • Prompt Engineering
  • Foundation Models
  • Reinforcement Learning
  • Open Source
  • LLM
  • AI Education

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