#project/custom-llm

0.1 - Custom LLM

Project Plan: Custom Fine Tuned LLM 1. Overview The purpose of this project is to simply understand how to use, fine tune and apply LLMs in real world scenarios. Build up a…

0.5 Tokenization

Tokenization Tokenization is a term for how a computer assigns a numerical value to an associated word. Because a deep learning model is unable to comprehend text directly, it must convert the…

1.0 Neural Network

Neural networks are computing systems loosely inspired by how brains process signals. In general, a biological neuron has three essential parts: 1. Dendrites 2. Axons 3. Synapse Purely from a computational perspective…

1.1 Large Language Model

Large Language Model Related concepts: Artificial Intelligence Machine Learning Computer Science An LLM is a type of 1.0 Neural Network

1.5 Quantization

Quantization Mapping a large set of values into a smaller set.