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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/2311.06242/</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/2311.06242/feed.xml" rel="self" type="application/rss+xml" /><item><title>Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks — mentioned by coder543</title><link>https://news.ycombinator.com/item?id=42978179</link><guid isPermaLink="false">urn:hackerpapers:mention:2311.06242:42978179</guid><pubDate>Fri, 07 Feb 2025 22:20:37 GMT</pubDate><description>&lt;p&gt;I&amp;#x27;m somewhat surprised neither this article nor the previous one mention anything about the Florence-2 model series. I had thought that Florence-2 was not just surprisingly capable for this kind of work, but also easily fine-tunable for a particular kind of document, when you expect to process a lot of instances of that document and want to further optimize accuracy. It&amp;#x27;s extremely small (0.23B and 0.77B parameters), so it&amp;#x27;s easy to run, easy to fine-tune, and probably unlikely to overthink things. https://arxiv.org/abs/2311.06242 https://huggingface.co/blog/finetune-florence2…&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2311.06242/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.CV</category></item><item><title>Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks — HN submission</title><link>https://news.ycombinator.com/item?id=38249803</link><guid isPermaLink="false">urn:hackerpapers:submission:2311.06242:38249803</guid><pubDate>Mon, 13 Nov 2023 13:20:18 GMT</pubDate><description>&lt;p&gt;Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks&lt;/p&gt;&lt;p&gt;&lt;/p&gt;&lt;p&gt;1 point; 0 discussion replies on HN. &lt;a href="https://hackerpaper.kaipfister.de/p/2311.06242/"&gt;Paper and source history&lt;/a&gt;. A submission is not an endorsement.&lt;/p&gt;</description><category>cs.CV</category></item></channel></rss>
