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The 1xers Guide to LLM, ChatGpt & AI

Jan 13, 2024 - new.pythonforengineers.com
The article provides a comprehensive overview of various AI terms and technologies, such as LLMs (Large Language Models), ChatGpt, HuggingFace, Llama, and Ollama. The author explains that LLMs are computer programs that can understand, interpret, generate, and respond to human languages, and are the core of tools like ChatGpt. The article also discusses the differences between commercial and open-source LLMs, with ChatGpt being a notable commercial model and Llama 2 from Facebook being a popular open-source model.

The author provides guidance on running LLMs locally on one's machine, recommending Ollama and Mozilla's LLamafile as easy ways to do so. The article also touches on the use of AI for image creation, mentioning tools like Dall-E from OpenAI and Midjourney. However, the author warns about potential copyright issues when using AI-generated images in commercial projects. The article concludes with a promise of future posts on topics like AI video generation and calling LLM models from a Python script.

Key takeaways:

  • Large Language Models (LLMs) are computer programs that can understand, interpret, generate, and respond to human languages in an intelligent way.
  • Commercial LLMs like ChatGPT are advanced but open-source LLMs are catching up, with HuggingFace offering a list of top ones.
  • LLMs can be run locally on your own machine using tools like Ollama and Mozilla's LLamafile.
  • LLMs can also be used for image generation, but caution is advised due to potential copyright issues.
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