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A Guide for Large Language Model Make-or-Buy Strategies

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  • What is a large language model strategy?

    Large language models (LLMs) are GenAI models that are trained on an enormous amount of text data to understand and generate human-like language, which means they can help organizations process and synthesize data more quickly, uncover patterns and generate valuable insights.

  • How do I start learning a large language model?

    17 Steps to Mastering Large Language Models (LLMs) 2Step 1: Understanding LLM Basics.
    3) Step 2: Exploring LLM Architectures.
    4) Step 3: Pre-training LLMs.
    5) Step 4: Fine-Tuning LLMs.
    6) Step 5: Alignment and Post-Training in LLMs.
    7) Step 6: Evaluation and Continuous Learning in LLMs.
    8) Step 7: Building and Deploying LLM Apps.

  • What is the difference between NLP and large language models?

    NLP (Natural Language Processing) is a field of AI focused on understanding and processing human language.
    LLMs, on the other hand, are specific models used within NLP that excel at language-related tasks, thanks to their large size and ability to generate text.

  • In addition to teaching human languages to artificial intelligence (AI) applications, large language models can also be trained to perform a variety of tasks like understanding protein structures, writing software code, and more.

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A Guide for Large Language Model Make-or-Buy Strategies