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Welcome to the LLM-Models wiki!

(Image credit: Steve Johnson, Unsplash.com)

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Here you will find a collection for learning resources on Large Language Models and Applications.

General

• Introduction to LLMs
• AI Tools Landscape
• Prompt Engineering Basics

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More specific

• Using ChatGPT in Data Science
• Use of ChatGPT or other LLM in Data Science

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General References

• A LLM Reading List. Evan Miller. Github. 2023.
• Chatbot Arena Leaderboard: LLMs ratings & performance. LMSYS.
• GPT-4 Technical Report. OpenAI. Mar 27, 2023.
• HuggingFace Arxiv Daily Papers. A Khalik.
• HuggingFace Models.
• Ollama. Running LLMs locally. Downloadable models.
• Papers with Code State of the Art
• Sparks of Artificial General Intelligence: Early experiments with GPT-4. Sebastien Bubeck. Apr 13, 2023.
• State of GPT. Andrej Karpathy. OpenAI. May 23, 2023.
• The Practical Guide for Large Language Models.

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Created: 06/10/2024

Updated: 06/10/2024

Carlos Lizárraga, Data Lab, Data Science Institute, University of Arizona.

CC BY-NC-SA 4.0