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Quickstart

Last Updated: 2025-01-25

This document contains information to help you dive into the world of machine learning.

  • GPT4All - great solution for getting started with local large language models (LLMs), including the easy ability to use your own datasets.
  • LM Studio - a slightly more complex solution, not bad as a next step in getting to know LLMs.
  • llama.cpp - great solution to start integrating LLMs (application development, automation, sharing).
  • FlowiseAI - visual programming of LLMs, for those who are not familiar with Python.
  • Embedding & RAG - keywords to help you integrate your own content into LLMs.
  • Fine-Tuning - additional training of LLMs, essentially a technology for creating your own models based on existing ones. Requires a large amount of technical, human, and financial resources.