Quantization, Llm, Large Language Models, Langchain, Text Generation.
176 billion parameters * 2 bytes = 352GB to load the model! Large Language Models In other words, to load all parameter weights, we require 12(!) 32GB machines! This is too much if we ever want to make LLMs portable. Techniques for reducing the memory footprint of LLMs were developed to overcome