Philip McKibbin does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond ...

In this tutorial, we build an end-to-end cognitive complexity analysis workflow using complexipy. We start by measuring complexity directly from raw code strings, then scale the same analysis to ...

Set up a python environment by following the installation instructions below. We have tested on Linux with Python 3.10.19 and CUDA 12.1 on NVIDIA A800 and 4090/5090 GPUs. Once your python environment ...

Abstract: Automatic speech recognition (ASR) with an encoder equipped with self-attention, whether streaming or non-streaming, takes quadratic time in the length of the speech utterance. This slows ...

The core objective of the Smart Direction Mamba (SDM) architecture is to dynamically resolve the fixed causality problem faced by the Mamba/SSM architecture when processing natural language, while ...

ON AN OCTOBER night in 1989, a 4-year-old girl was shocked awake by a phone ringing and then a scream. She crept out of her bedroom and tiptoed barefoot along the hallway’s clammy vinyl tile, ...

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

LLMs built on Transformer architectures face significant scaling challenges due to their quadratic complexity in sequence length when processing long-context inputs. Methods like Linear Attention ...