GitHub

SFTTrainer causes PyTorch Distributed deadlock detection timeout with large datasets during preprocessing

When using SFTTrainer with large datasets that require long preprocessing times (over 30 minutes), the training process consistently fails due to a PyTorch ...
MassDevice

CeriBell gets FDA nod for neonate seizure detection algorithm

The EEG system in use for a neonatal patient. [Image courtesy of CeriBell] CeriBell (Nasdaq:CBLL) announced today that it received FDA 510(k) clearance for its next-generation Clarity algorithm. The ...
Business Wire

Inception Raises $50M to Power Diffusion LLMs, Increasing LLM Speed and Efficiency by up to 10X and Unlocking Real-Time, Accessible AI Applications

New funding will scale the development of faster, more efficient AI models for text, voice, and code Inception dLLMs have already demonstrated 10x speed and efficiency gains over traditional LLMs PALO ...
Semiconductor Engineering

Distributed Authentication Framework Leveraging Multi-Party Computation In A Scalable Tree-Based Architecture (Univ. of Central Florida, Louisiana State)

A new technical paper titled “AuthenTree: A Scalable MPC-Based Distributed Trust Architecture for Chiplet-based Heterogeneous Systems” was published by researchers at University of Central Florida and ...
Forbes

TikTok’s Algorithm And Board Will Be U.S.-Controlled In Deal With China, White House Says

TikTok’s algorithm and board of directors will be “controlled by America” as part of a deal reached with China earlier this week, White House press secretary Karoline Leavitt said Saturday, following ...
IEEE

A Distributed Scheduling Algorithm for TDMA in Diffusion-Based Molecular Communication

Abstract: In this paper, we propose a novel distributed scheduling algorithm for time-division multiple access (TDMA) in diffusion-based molecular communication systems. We consider a receiver nano ...
Scientific Research Publishing

Neha, F., Bhati, D., Shukla, D.K. and Amiruzzaman, M. (2024) From Classical Techniques to Convolution-Based Models: A Review of Object Detection Algorithms. arXiv: 2412.05252.

ABSTRACT: Traffic monitoring plays a vital role in smart city infrastructure, road safety, and urban planning. Traditional detection systems, including earlier deep learning models, often struggle ...
IEEE

Diffusion Laguerre Fourier Hierarchical Algorithm for Distributed Censored Regression Over Networks

Abstract: System modeling in distributed adaptive networks remains challenging under sensor aging-induced nonlinear data censoring and non-Gaussian interference. This brief proposes a robust ...
VentureBeat

New AI architecture delivers 100x faster reasoning than LLMs with just 1,000 training examples

Singapore-based AI startup Sapient Intelligence has developed a new AI architecture that can match, and in some cases vastly outperform, large language models (LLMs) on complex reasoning tasks, all ...
GitHub

Misinformation about disabling distributed deadlock detection

Sets the time to wait before checking for distributed deadlocks. In particular the time to wait will be this value multiplied with PostgreSQL’s deadlock_timeout setting. If the detection factor is set ...