#efficient language models

OpenBMB launches MiniCPM4, ultra-efficient large language models optimized for edge devices, featuring sparse attention and rapid inference that outperforms competitors with less training data.

TII’s Falcon-H1 series introduces hybrid Transformer-SSM models that combine efficiency and performance, supporting long contexts, multilingual processing, and scalable deployment from 0.5B to 34B parameters.