Add gpu utilization guide

definitions/20240820_definition_large-language-model.md

@@ -0,0 +1,16 @@
+---
+title: "Large Language Model"
+description: "A Large Language Model (LLM) is an AI model that processes and generates human language, enabling tasks like text generation, translation, and summarization."
+date: 2024-08-20
+author: "Jacob Gaffke"
+---
+
+# Large Language Model
+
+## Definition
+
+A Large Language Model (LLM) is an artificial intelligence model designed to understand, generate, and manipulate human language. These models are typically built using deep learning techniques and are trained on vast amounts of text data. They can perform a variety of language-related tasks, such as text generation, translation, summarization, and question answering.
+
+## Context and Usage
+
+Large Language Models are primarily used in the field of Natural Language Processing (NLP) and are applied in a wide range of applications, including chatbots, virtual assistants, automated content creation, and language translation services. In practice, LLMs are leveraged by businesses and developers to enhance user interactions, automate language-based tasks, and analyze large volumes of textual data. They are particularly valued for their ability to generate human-like text, making them essential in contexts where natural and coherent language output is crucial.

definitions/20240820_definition_natural-language-processing.md

@@ -0,0 +1,16 @@
+---
+title: "Natural Language Processing"
+description: "NLP enables computers to understand, interpret, and generate human language, powering applications like chatbots, translation, and voice recognition."
+date: 2024-08-20
+author: "Jacob Gaffke"
+---
+
+# Natural Language Processing
+
+## Definition
+
+Natural Language Processing (NLP) is a field of artificial intelligence focused on enabling computers to understand, interpret, and generate human language.
+
+## Context and Usage
+
+NLP is used in various applications like chatbots, translation services, sentiment analysis, and voice recognition systems. It plays a crucial role in enhancing human-computer interaction by allowing machines to process and respond to language in a way that is both natural and meaningful. NLP techniques are applied in analyzing large text datasets, automating customer service responses, and powering virtual assistants like Siri and Alexa.