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 Blenders for Rotary Position Embeddings), a novel approach designed to efficiently extend the context window by segmentally adjusting the base of rotary po

read more


How the Cobra Got Its Flesh-Eating Venom: Cytotoxicity as a Defensive Innovation and Its Co-Evolution with Hooding, Aposematic Marking, and Spitting

The cytotoxicity of the venom of 25 species of Old World elapid snake was tested and compared with the morphological and behavioural adaptations of hooding and spitting.We determined that, contrary to previous assumptions, the venoms of spitting species are not consistently more cytotoxic than those of closely related non-spitting species.While thi

read more