2024-05-10 01:17:22
There are many different forms of AI models available. Many ways to work One of them is Large Language Models (LLM), or large language models. Popular AI models are used in communication and are models that can be adapted to be used in many formats. But before we explain how Large Language Models (LLM) are used, we must first understand what they are.
What is a Large Language Model (LLM)?
It is a type of artificial intelligence (AI) model trained with a huge data set. Let the model learn to use sentence patterns. and the use of words and phrases to give the model the ability to understand the meaning of words. Create messages or sentences, answer questions, translate languages, and create content.
How does a large language model (LLM) work?
LLM works like a Transformer neural network, which is a network designed to process sequential data. By transforming long-term learning on textual data. This helps the model understand relationships between words and phrases most efficiently.
Benefits of Large Language Models (LLM)
-Create a customer service chatbot
-Create targetable marketing content
-Create personalized learning content and provide student assessments.
-Analyze huge amounts of data and discover new patterns.
Example of using a large language model (LLM)
1. Content creation includes creating articles, creating scripts, composing music, and writing various emails.
2. Language translation includes translating large amounts of documents, websites, and real-time conversations.
3. Answering questions includes providing customer service using a chatbot. Searching for information and help with research
4. Other aspects such as coding, fact-checking and summarizing messages, etc.
Limitations of Large Language Models (LLM)
This is caused by the learning data set that may cause the model to be biased in its answers. Answered the question incorrectly. Using this model to create unethical things, whether it be creating fake news or hateful speech, is also possible.
Therefore, it can be concluded that the large language model (LLM) is one such model. of artificial intelligence (AI) that can learn phrases, words, and sentences within a data set It has a Transformer learning structure, so the model can communicate and process information into sentences according to commands. However, there must be an understanding of the work and caution in using this model so as not to violate ethics. To reduce the risk of violating the regulations for using AI around the world.
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