TII’s Falcon H1R 7B can out-reason models up to 7x its size — and it’s (mostly) open

According to TII’s technical report, the hybrid approach allows Falcon H1R 7B to maintain high throughput even as response ...
The Hechinger Report

Talk nerdy to me: Teachers who use math vocabulary help students do better in math

Using words like ‘factors,’ ‘denominators’ and ‘multiples’ may be part of a constellation of good math teaching practices ...
IEEE

EdgeDiff: Energy-Efficient Multi-Modal Few-Step Diffusion Model Accelerator Using Mixed-Precision and Reordered Group Quantization

Abstract: Recent advances in diffusion models (DMs)—such as few-step denoising and multi-modal conditioning—have significantly improved computational efficiency and functional flexibility, but they ...
IGN

RAM Shortage: CEO of the High-Performance Custom PC Builder, Maingear, Calls the Situation a ‘Multi-Year Problem’

American custom PC manufacturer, Maingear’s CEO Wallace Santos has called the ongoing memory shortage a “multi-year problem”. Maingear has announced a bring your own (BYO) RAM program, so that the ...
IEEE

Multi-Step Continuous Decision Making and Planning in Uncertain Dynamic Scenarios Through Parallel Spatio-Temporal Trajectory Searching

Abstract: Autonomous driving in urban scenarios faces uncertain dynamic changes, especially in China, where a dense mixture of cars, cyclists and pedestrians travel together on roads with random ...