Understanding Sparse Autoencoders, GPT-4 & Claude 3 : An In-Depth Technical Exploration

Understanding Sparse Autoencoders, GPT-4 & Claude 3 : An In-Depth Technical Exploration

Introduction to Autoencoders Picture: Michela Massi by way of Wikimedia Commons,(https://commons.wikimedia.org/wiki/File:Autoencoder_schema.png) Autoencoders are a category of neural networks that intention to be taught environment friendly representations of enter knowledge by encoding after which reconstructing it. They comprise two important components: the encoder, which compresses the enter knowledge right into a latent illustration, and the decoder,…