DeepSeek-OCR: Images Simplify Text for Large Language Models

DeepSeek is experimenting with an OCR model and shows that compressed images are more memory-friendly for calculations on ...

Will DeepSeek’s new AI model break the ‘long-context’ bottleneck holding back LLMs?

The solution proposed by DeepSeek in its latest paper is to convert text tokens into images, or pixels, using a vision ...
Machine Design

Actuators and Drives: Foundations of High-Performance Motion Systems

Advances in linear motors and hybrid actuators are pushing motion systems toward higher precision, speed and efficiency. A ...
IEEE

A Capacitive Rotary Encoder Based on Quadrature Modulation and Demodulation

Abstract: This paper presents a capacitive rotary encoder for both angular position and angular speed measurements. The encoder is mainly composed of three parts: the transmitting segments; a pair of ...
IEEE

Deep Learning-Based Iterative Residual Encoder-Decoder Solution for Electromagnetic Modeling over a Broad Frequency Band

Abstract: In this letter, we propose a deep learning-based iterative residual encoder-decoder method (IRED), which provides an efficient deep learning framework for electromagnetic modeling over a ...
GitHub

SDNQ Quantization

SD.Next Quantization provides full cross-platform quantization to reduce memory usage and increase performance for any device. SDNQ was originally based on NNCF but SD.Next expanded, re-implemented ...
Digital Trends

I turned my defunct arcade cabinet into a world-class emulator

Back in 2021, a childhood dream came true for me. After wishing I could have my very own arcade cabinet as a kid, I finally turned that into a reality when I reviewed a cabinet by a new company, ...