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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/2401.10774/</link><description>Collected HN comments and submissions linking this paper.</description><language>en</language><lastBuildDate>Mon, 02 Nov 2026 11:16:22 GMT</lastBuildDate><atom:link href="https://hackerpaper.kaipfister.de/p/2401.10774/feed.xml" rel="self" type="application/rss+xml" /><item><title>Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads — mentioned by Cieric</title><link>https://news.ycombinator.com/item?id=48852772</link><guid isPermaLink="false">urn:hackerpapers:mention:2401.10774:48852772</guid><pubDate>Thu, 09 Jul 2026 21:44:36 GMT</pubDate><description>&lt;p&gt;I was actually just working on the same thing as this, but I went down the route of mmapping the entire model into memory to avoid the extra ram usage. I also had Claude implement Medusa[1] on the model to try and avoid loading an additional model into memory but still get the benefits of MTP. Currently at a stop light so I can&amp;#x27;t list everything and I didn&amp;#x27;t get to read your full post either yet. To expand since I just got home, I&amp;#x27;m making all of my modifications to llama.cpp, the goal was to eventually put this on a SBC of some kind with an nvme to handle the mmapped files. I think the…&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2401.10774/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.LG</category></item><item><title>Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads — mentioned by milkey_mouse</title><link>https://news.ycombinator.com/item?id=40108605</link><guid isPermaLink="false">urn:hackerpapers:mention:2401.10774:40108605</guid><pubDate>Sun, 21 Apr 2024 19:43:58 GMT</pubDate><description>&lt;p&gt;&amp;gt; I do have a feeling of dejavú, like I&amp;#x27;ve seen this before on hn. You&amp;#x27;re either thinking of speculative encoding more generally, or Medusa: https://arxiv.org/abs/2401.10774&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2401.10774/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.LG</category></item></channel></rss>
