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    Qwen 27B's memory needs reportedly reduced from about 60GB to 6GB

    A post credits Prism ML's 1.5-bit storage and quotes Emad Mostaque saying AI models nearly match human-brain efficiency.

    Rohan PaulRP
    1 Source, 46m ago, first seen 46m ago

    TLDR

    A post says a Prism ML team reduced Alibaba's Qwen 27B's memory needs from about 60GB to 6GB by storing its numbers with 1.5 bits instead of 16, while keeping 95% of its performance. It says the model runs on a Raspberry Pi at 6GB. The post also quotes Emad Mostaque saying AI models have “pretty much reached the efficiency of a human brain” and likening the Pi's energy use to the brain's.

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    1 Source, first seen 46m ago

    Combined views

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    1 Source, first seen 46m ago

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    1 Source

    Rohan Paul@rohanpaul_aiEmad Mostaque: AI models "have pretty much reached the efficiency of a human brain". Alibaba's Qwen 27B normally needs about 60GB of memory, and a team from Prism ML cut that to 6GB by storing its numbers with 1.5 bits instead of 16 while keeping 95% of its performance. At 6GB it runs on a Raspberry Pi, "which uses as much energy as your brain." ---- Full video on "Tom Bilyeu" YouTube channel, (link in comment)46m