CLLMs refine pre-trained LLMs for faster Jacobi decoding by consistently mapping trajectory states to fixed points, accelerating inference. This section begins with a review of the Jacobi decoding ...

Abstract: CUDA is a new computing architecture introduced by NVIDIA Corporation, aiming at general purpose computation on GPU. The architecture has strong compute power in the compute-intensive ...

Neural networks are widely adopted in various fields due to their ability to model complex patterns and relationships. However, they face a critical vulnerability to adversarial attacks – small, ...

The Florida Python Challenge is fast approaching, when hunters can sign up to euthanize as many invasive Burmese pythons as possible in 10 days to help protect the Everglades (and potentially win up ...

Private methods are often used as an implementation detail and are not meant to be accessed directly by the users of a class. The name mangling mechanism in Python makes it difficult to call private ...

Although large language models (LLMs) such as GPT-4 and LLaMA are rapidly reimagining modern-day applications, their inference is slow and difficult to optimize because it is based on autoregressive ...

jacobi_iteration_method.py the use of vector operations, which reduces the calculation time by dozens of times #1793 Usage Workflow file Triggered via pull request September 10, 2023 19:33 ...