EXTENDING CONTEXT WINDOW IN LARGE LANGUAGE MODELS WITH SEGMENTED BASE ADJUSTMENT FOR ROTARY POSITION EMBEDDINGS

Extending Context Window in Large Language Models with Segmented Base Adjustment for Rotary Position Embeddings

In the realm of large language models (LLMs), extending the context window for long text processing is crucial for enhancing performance.This paper introduces SBA-RoPE (Segmented Base Adjustment for Rotary Position Embeddings), a novel approach designed to efficiently extend the Screws context window by segmentally adjusting the base of rotary posi

read more

The Potential Impact of Laser Pointers on Aviation Safety

Introduction: Although USB Serial Adaptor aviation is considered the safest mode of transportation, the annual number of pilots blinded by laser light cannot be understated.An analysis of the available statistics indicates that it is a widespread phenomenon.The stories told by the pilots show the consequences of these incidents, ranging from tempor

read more

Assessment of Exposure to Spatially Varying Magnetic Fields in MRI Environments: Modeling Analysis for Simulation Tools

Magnetic resonance imaging (MRI) is a non-invasive diagnostic technique widely used in medicine with more than 60 million exams per year performed worldwide.MRI personnel are always exposed to static and spatially heterogeneous magnetic fields (fringe Tumbler or stray fields) and motion-induced time-varying magnetic fields during the working day.Th

read more

A revision of the hover fly genus Amphoterus Bezzi, 1915 (Diptera, Syrphidae) with the description of one new species

Amphoterus Bezzi, 1915 is a genus of rarely collected Afrotropical hover flies (Diptera, Syrphidae).We present the first description Garden Goods of the female of A.braunsi van Doesburg, 1956, redescribe the males of A.braunsi van Doesburg, 1956 and A.cribratus Bezzi, 1915, and describe a new species, A.londti sp.nov.We also provide the first colou

read more