This AI Paper Boldly Quantizes the Weight Matrices of LLMs to 1-Bit: Paving the Way for the Extremely Low Bit-Width Deployment of LLMs

Large language models (LLMs), as computational giants capable of understanding and generating text with astonishing accuracy, hold the key to various applications, from automated content creation to sophisticated conversational agents. However, their deployment is marred by a significant hurdle: computational and memory requirements. As models become complex, deploying them outside high-powered servers becomes a formidable […]

The post This AI Paper Boldly Quantizes the Weight Matrices of LLMs to 1-Bit: Paving the Way for the Extremely Low Bit-Width Deployment of …

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