Tech Times

Speech Recognition Accuracy Score Hides Its Worst Errors: Semantic Metrics Offer a Fix

Speech recognition accuracy benchmarks report low error rates while leaving the most critical words wrong. Researchers now ...
Investopedia

Understanding Rounding Errors: Causes, Consequences, and Examples

Will Kenton is an expert on the economy and investing laws and regulations. He previously held senior editorial roles at Investopedia and Kapitall Wire and holds a MA in Economics from The New School ...
GitHub

[CVPR 2026] Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradients

Ziwei Xiang*, Fanhu Zeng*, Hongjian Fang*, Rui-Qi Wang, Renxing Chen, Yanan Zhu, Yi Chen, Peipei Yang, Xu-Yao Zhang TL;DR: We introduce a fine-grained post-training quantization method for large ...
Hackaday

TurboQuant: Reducing LLM Memory Usage With Vector Quantization

Large language models (LLMs) aren’t actually giant computer brains. Instead, they are massive vector spaces in which the probabilities of tokens occurring in a specific order is encoded. Billions of ...
Semiconductor Engineering

Balancing Training, Quantization, And Hardware Integration In NPUs

Experts At The Table: AI/ML is driving a steep ramp in neural processing unit (NPU) design activity for everything from data centers to edge devices such as PCs and smartphones. Semiconductor ...
C&EN

Chemical Reaction Simulator on Quantum Computers by First Quantization (II)─Basic Treatment: Implementation

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Non-Commercial (NC): Only non-commercial uses of the work are permitted. Chemical ...