Showing Posts From the Language Models

How Language Models Are Built

At this point, almost everyone is familiar with AI tools like ChatGPT, Google Gemini, and Anthropic’s Claude. These web-based tools seem capable of answering any question, writing code, and generating images or short videos.

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LLM Settings

Large language models offer a suite of adjustable settings that enable users to precisely customize their output and behavior. These parameters, including temperature, top p, frequency and presence penalties, maximum sequence length, stop sequences, and context length, are fundamental to controlling aspects such as the randomness, diversity, and structure of generated text.

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Prompting

The effectiveness of a large language model (LLM) largely depends on the quality of its input, commonly referred to as the prompt.

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Tokenization and Text Embedding

Ever wondered how modern AI systems understand human language? At their core, Large Language Models (LLMs) never actually see or read words as humans do.

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