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English(EN) Exploring Apple Silicon’s local AI performance with the Mac Studio and M4 Max — M4 Max beats GB10 and Str… Apple Silicon has been a popular choice for local AI

Apple M4 Max Mac Studio 在本地 AI 解码吞吐量方面领先 NVIDIA 和 AMD

Apple 的 M4 Max 芯片在 Mac Studio 中表现出强大的本地 AI 性能,尤其是在解码吞吐量方面,其性能优于 NVIDIA 的 GB10 和 AMDStrix Halo。这一优势主要归功于 Apple Silicon 的高内存带宽,这对于在顺序 LLM 推理过程中流式传输模型权重至关重要。虽然 GB10 系统提供广泛的软件兼容性,但 Apple 的统一内存架构为优先考虑本地 AI 任务的内存带宽和容量的用户提供了独特的优势。 AI

影响 凸显了 Apple Silicon 在本地 AI 任务内存带宽方面的优势,可能影响 AI 开发的硬件选择。

排序理由 AI 硬件性能和功能比较。

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Apple M4 Max Mac Studio 在本地 AI 解码吞吐量方面领先 NVIDIA 和 AMD

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报道来源 [2]

  1. Tom's Hardware TIER_1 English(EN) · Jeffrey Kampman ·

    使用 Mac Studio 和 M4 Max 探索 Apple Silicon 的本地 AI 性能 — M4 Max 在解码吞吐量方面击败 GB10 和 Strix Halo,但内存带宽并非一切

    Apple Silicon has been a popular choice for local AI exploration thanks to its high memory bandwidth compared to other unified memory platforms. We tested the M4 Max version of Apple's Mac Studio to see whether its 546GB/s of bandwidth makes it the clear winner in local LLM infer…

  2. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    使用 Mac Studio 和 M4 Max 探索 Apple Silicon 的本地 AI 性能 — M4 Max 击败 GB10 和 Str… Apple Silicon 一直是本地 AI 的热门选择

    Exploring Apple Silicon’s local AI performance with the Mac Studio and M4 Max — M4 Max beats GB10 and Str… Apple Silicon has been a popular choice for local AI exploration thanks to its high memory bandwidth compared to other unified memory platforms. We tested the M4 Max version…