English(EN) DeepSeek has Two Numbers for Active Parameter Count. How?

DeepSeek v4.1 Flash 使用双重活跃参数计数用于输入和输出

作者 PulseAugur 编辑部 · [1 个来源] · 2026-11-11 16:47

据报道，DeepSeek v4.1 Flash 模型使用了两个不同的活跃参数计数：80亿用于输入处理，160亿用于输出生成。这种分离了预填充和解码参数的独特架构是人工智能社区讨论的话题。这种方法的含义及其被其他模型采纳的可能性正在被探索。 AI

影响这种架构选择可能会影响未来的模型设计和性能优化。

排序理由讨论特定模型的架构参数化。[lever_c_demoted from research: ic=1 ai=1.0]

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

本文如何被排名

Signal score: 2 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 讨论特定模型的架构参数化。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration: Single-source cluster; Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics: model release; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
Story freshness: Same-day; Cluster formed today. Ranking reflects the current source set at time of score.

完整方法见我们的编辑标准。

r/LocalLLaMA TIER_1 English(EN) · /u/ihatebeinganonymous · 2026-11-11 16:47

DeepSeek 拥有两个活跃参数计数。如何做到的？

<div class="md"><p>Hi. It is frequently mentioned that DeepSeek v4.1 Flash has 8B "input" active parameters (aka prefill), and 16B output/decoding active parameters.</p> <p>I have only read this about DeepSeek, and particularly v4.1 Flash (1017). Is it th…