Mooler0410/LLMsPracticalGuide

A curated list of practical resources about large language models, including examples, papers, and model trees.

github.com/Mooler0410/LLMsPracticalGuide
Mooler0410/LLMsPracticalGuide homepage screenshot

About Mooler0410/LLMsPracticalGuide

This is a curated GitHub list of practical guide resources about large language models (LLMs). It is organized as a catalog covering models, data, NLP tasks, alignment, and usage restrictions, and it is based on the authors' survey paper, "Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond." It is intended to help practitioners find their way through the range of LLMs and their applications in natural language processing.

The repository also includes an evolutionary tree of modern LLMs that traces development in recent years and highlights some well-known models. A usage and restrictions section describes model and data licensing for commercial and research purposes. The README describes the list as actively updated, but its most recent dated news entry is from May 8, 2023. The repository is a reading and reference list rather than a software tool.

Key features

  • Curated list of practical guide resources for large language models
  • Evolutionary tree of modern LLMs with some well-known models highlighted
  • Catalog of BERT-style and GPT-style language model families with linked papers
  • Practical guides on pretraining, finetuning, and test or user data
  • Usage and restrictions section covering model and data licensing information
Best for: Practitioners who want an organized overview of LLM resources and the licensing terms that apply to models and data.
Good for
  • Organizes resources by models, data, NLP tasks, and alignment
  • Includes licensing information on usage restrictions for models and data
  • Provides a visual evolutionary tree showing how language models developed
Watch out for
  • It is a list of resources and does not provide a software tool
  • The most recent dated entry in the README is from May 8, 2023

Mooler0410/LLMsPracticalGuide at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Open source
Not stated
Language
English
Last checked
Oct 6, 2026 · Online when checked
Listed
Oct 5, 2026

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Mooler0410/LLMsPracticalGuide FAQ

Does the repository cover usage restrictions for models and data?
Yes. It has a usage and restrictions section that covers model and data licensing information for commercial and research purposes.
What is the evolutionary tree?
It is a tree that traces the development of modern large language models in recent years and highlights some of the most well-known models.
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