How Much Parameter Redundancy Exists in LoRA? New Research: Cutting 95% Can Still Maintain High Performance

How Much Parameter Redundancy Exists in LoRA? New Research: Cutting 95% Can Still Maintain High Performance

MLNLPThe MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers.The vision of the communityis to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners.Source | Machine HeartEditor | … Read more

How Much Parameter Redundancy Exists in LoRA? New Research: Cutting 95% Can Maintain High Performance

How Much Parameter Redundancy Exists in LoRA? New Research: Cutting 95% Can Maintain High Performance

Reported by Machine Heart Editor: Zhang Qian How much parameter redundancy exists in LoRA? This innovative research introduces the LoRI technology, which demonstrates that even significantly reducing the trainable parameters of LoRA can still maintain strong model performance. The research team tested LoRI on mathematical reasoning, code generation, safety alignment, and eight natural language understanding … Read more

Introduction to WLAN Topology and Composition Principles

Introduction to WLAN Topology and Composition Principles

Click the blue text above to follow us Resource Release Huawei Certified Beginner to Advanced Practical Course ↓ Scan to watch practical videos ↓ 1. WLAN Composition Structure The WLAN composition structure includes stations (STA), wireless medium (WM), access points (AP), and distributed systems (DS). 1. Station (STA) Generally refers to terminal devices in the … Read more

Classification of LED Displays

Classification of LED Displays

Click the blue text Follow us Classification of LED Displays 01 Classification Based on Application Location According to different application locations, LED displays can be divided intoindoor and outdoor: Indoor screens are mainly used indoors. The production process first involves making the luminous particles into dot matrix modules (or digital tubes), which are then spliced … Read more