transformer architecture

Microsoft’s Inference Framework Brings 1-Bit Large Language Models to Local Devices

On October 17, 2024, Microsoft introduced BitNet.cpp, an inference framework designed to run 1-bit quantized Giant Language Fashions (LLMs). BitNet.cpp is a major progress in Gen AI, enabling the deployment of 1-bit LLMs effectively on commonplace CPUs, with out...

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

Introduction to AutoencodersPicture: Michela Massi by way of Wikimedia Commons,(https://commons.wikimedia.org/wiki/File:Autoencoder_schema.png)Autoencoders are a category of neural networks that goal to be taught environment friendly representations of enter information by encoding after which reconstructing it. They comprise two predominant components: the...

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The Ultimate Guide to Collaborative Robots

Think about a office the place robots collaborate seamlessly with people. That is the longer term we’re heading in...