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Understanding Key Terminologies in Large Language Model (LLM) Universe

 Understanding Key Terminologies in Large Language Model (LLM) Universe

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Understanding Key Terminologies in Large Language Model (LLM) Universe

Are you interested in learning about large language models (LLMs) and the technical terms associated with them? Understanding these terms is the first step to unraveling the powerful algorithms that drive modern AI language systems. In this article, we explore 25 essential terms to enhance your technical vocabulary and provide insights into the mechanisms that make LLMs transformative.

1. LLM (Large Language Model)

Large Language Models (LLMs) are advanced AI systems trained on extensive text datasets to understand and generate human-like text. They mark a significant advancement in natural language processing.

2. Training

Training refers to teaching a language model to understand and generate text by exposing it to a large dataset. This process is foundational for developing any AI that handles language tasks.

3. Fine-tuning

Fine-tuning is a process where a pre-trained language model is further trained on a smaller, specific dataset to specialize in a particular domain or task.

25. Autoregressive Models

Autoregressive models in language modeling predict subsequent words based on previous ones in a sequence. This approach is fundamental in models like GPT.

Practical AI Solutions

If you want to evolve your company with AI, stay competitive, and use AI to your advantage, consider leveraging the understanding of key terminologies in the LLM universe.

Discover how AI can redefine your way of work:

  • Identify Automation Opportunities
  • Define KPIs
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  • Implement Gradually

For AI KPI management advice, connect with us at hello@itinai.com. Stay tuned on our Telegram or Twitter for continuous insights into leveraging AI.

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Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

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