Analysis of Long-Context Technology in General Artificial Intelligence
This paper expounds the principle of Long Context technology in general artificial intelligence and proposes a solution for this technology,including position encoding extrapolation,attention mechanism calculation optimization,model structure optimization,and retrieval enhancement generation.It analyzes the bottlenecks of hardware systems and explores the development trend of Long Context in the era of general artificial intelligence.
Long Contextpositional encodingattention mechanismretrieval enhanced generation
NETL
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万方数据
