SQ-format: A New Hardware-Friendly Data Format for Efficient LLMs
Published:Dec 5, 2025 03:58
•1 min read
•ArXiv
Analysis
This research introduces SQ-format, a novel data format designed to improve the efficiency of Large Language Models (LLMs) on hardware. The paper likely focuses on the benefits of sparse and quantized data representations for reducing computational and memory requirements.
Key Takeaways
Reference
“SQ-format is a unified sparse-quantized hardware-friendly data format for LLMs.”