How LLMs Evolved in the Artificial Intelligence World?
In-depth theoretical understanding of large language models
LLMs is a Large Language model in the field of artificial intelligence(AI) that performs various intelligent tasks. The base of these models are transformer. It’s very interesting to know the evolution of neural networks to smart generation applications.
These models are not only restricted to text but also help to transform the text into images.
Let’s break the content into sub-topics
- Journey of a single neuron neural network to LLMs.
Journey of a single artificial neuron’s neural network to LLMs.
The researchers tried to improve the statistical approach used in machine learning to a logical approach that is achieved by a neural network inspired by human neuron structure that processes information intelligently.
A single neuron in the world of deep learning is called a perceptron. It is an algorithm to be used for supervised learning.
The various deep learning architectures are based on their application.
- Perceptron: This is a mathematical model based on supervised learning, it is an artificial single-layer neuron that works…
