intro-llm.github.io  by intro-llm

Website for a book on large language models

created 2 years ago
444 stars

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Project Summary

This repository provides a website for an introductory book on Large Language Models (LLMs). It aims to educate readers on LLM fundamentals, including training methodologies and practical implementation using frameworks like DeepSpeed-Chat, targeting individuals interested in understanding and building LLM-powered systems.

How It Works

The project's website serves as a portal to a book that covers foundational LLM theory, such as language modeling, distributed training, and reinforcement learning. It then transitions into practical application by detailing the implementation of LLMs and ChatGPT-like systems, using the DeepSpeed-Chat framework as a case study.

Highlighted Details

  • Covers foundational LLM theory including language modeling, distributed training, and reinforcement learning.
  • Features practical implementation guidance using the DeepSpeed-Chat framework.
  • Explains the development and impact of LLMs from BERT and GPT to ChatGPT.

Maintenance & Community

No specific information on maintainers, community channels, or roadmap is available in the provided README.

Licensing & Compatibility

The repository's license is not specified in the README.

Limitations & Caveats

The README does not specify the project's license, making commercial use or integration with closed-source projects uncertain.

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Last commit

5 months ago

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1 day

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29 stars in the last 90 days

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