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			<title>Inside Kimi K3: How KDA, AttnRes, and 896 Experts Work</title>
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			<description>Trace Kimi K3&#39;s 69 KDA layers, 24 gated MLA layers, Attention Residuals, and 896 experts without overstating what released artifacts prove.</description>
			<pubDate>Tue, 28 Jul 2026 00:00:00 GMT</pubDate>
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			<title>Kimi K3 Hardware Requirements: Why 8 H100s Are Not Enough</title>
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			<description>Kimi K3 activates about 104.2B parameters per token, but its 1.561 TB snapshot still needs a multi-GPU memory, cache, storage, and network plan.</description>
			<pubDate>Mon, 27 Jul 2026 00:00:00 GMT</pubDate>
			<author>josedab@gmail.com (José David Baena)</author>
			<category>kimi-k3</category><category>gpu</category><category>inference</category><category>mixture-of-experts</category><category>hardware</category>
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