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English(EN) Given how common RTX 3090 use is for LLMs, why don't we see more INT8 W8A8 models ?

LLM爱好者质疑为何在RTX 3090支持下,INT8 W8A8模型采用率不高

Reddit上的一项讨论探讨了为什么INT8 W8A8模型在LLM爱好者中不那么普遍,尽管RTX 3090是一款流行的GPU,拥有原生INT8张量核心,可以提供性能优势。用户推测了这一趋势背后的原因,质疑为何FP8或更小的量化格式通常更受欢迎。 AI

影响 探讨在消费级硬件上运行LLM的潜在优化。

排序理由 关于特定模型量化格式采用的subreddit讨论。

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LLM爱好者质疑为何在RTX 3090支持下,INT8 W8A8模型采用率不高

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关于特定模型量化格式采用的subreddit讨论。
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报道来源 [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/TheOnlyBen2 ·

    鉴于RTX 3090在LLM中的普遍使用,为何我们看不到更多INT8 W8A8模型?

    <!-- SC_OFF --><div class="md"><p>Based on <a href="https://huggingface.co/hardware">https://huggingface.co/hardware</a>, the RTX 3090 is the second most used GPU by LLM enthusiasts.</p> <p>Because RTX 3090 has native INT8 tensors cores, it can provide better performance with INT…