The objective of this study was to develop a time-series prediction model that combines a Transformer model with a sparse Mixture of Experts (MoE). The model is designed specifically for an IIoT ...

attention mechanisms for converting between training and decoder-only (i.e. inference) environments. We also make Mixture of Experts FFW Layers with Top-K routing, and Rotary Position Embedding ...

A new set of artificial intelligence models could make protein sequencing even more powerful for better understanding cell biology and diseases.

With Nvidia's focus on efficiency over raw performance gains there will be pushback, but this is the mobile gaming experience I've been after.

The P/B ratio shows how a stock's market price compares to its book value. It helps gauge whether a stock is undervalued or overvalued relative to its net assets.

This project is a modular, production-ready framework for running high-performance transformer decoder inference powered by PagedAttention. It supports both GPU (FlashAttention-style fused kernels) ...