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<blockquote style="position: relative; padding-left: 55px;"><section><a href="https://mastodon.social/users/peterkaminski/statuses/113664601762503249">Peter Kaminski (peterkaminski@mastodon.social)'s status on Tuesday, 17-Dec-2024 07:34:18 JST</a><a href="https://mastodon.social/@peterkaminski" title="peterkaminski@mastodon.social"><img src="https://gnusocial.jp/avatar/249041-48-20241216223418.webp" width="48" height="48" alt="Peter Kaminski" style="position: absolute; left: 0; top: 0;">Peter Kaminski</a></section><article><p>This seems like a big deal.</p><p>Meta AI proposes "Large Concept Models" to complement "Large Language Models".</p><p>(i.e., reasoning in an embedding space of concepts rather than words)</p><p><a href="https://github.com/facebookresearch/large_concept_model" rel="nofollow">https://github.com/facebookresearch/large_concept_model</a></p><p><a href="https://arxiv.org/abs/2412.08821" rel="nofollow">https://arxiv.org/abs/2412.08821</a></p><p>popularized article: <a href="https://www.marktechpost.com/2024/12/15/meta-ai-proposes-large-concept-models-lcms-a-semantic-leap-beyond-token-based-language-modeling/" rel="nofollow">https://www.marktechpost.com/2024/12/15/meta-ai-proposes-large-concept-models-lcms-a-semantic-leap-beyond-token-based-language-modeling/</a></p></article><footer><a rel="bookmark" href="https://gnusocial.jp/conversation/4199224#notice-8207210">In conversation</a><time datetime="2024-12-17T07:34:18+09:00" title="Tuesday, 17-Dec-2024 07:34:18 JST">about 6 months ago</time> <span>from <span><a href="https://mastodon.social/@peterkaminski/113664601762503249" rel="external" title="Sent from mastodon.social via ActivityPub">mastodon.social</a></span></span><a href="https://mastodon.social/@peterkaminski/113664601762503249">permalink</a><h4>Attachments</h4><ol><li><label><a rel="external" href="https://gnusocial.jp/attachment/3714207">Untitled attachment</a></label><br><div>Invalid filename.</div></li><li><article><header><div>Domain not in remote thumbnail source whitelist: www.marktechpost.com</div><h5><a href="https://www.marktechpost.com/2024/12/15/meta-ai-proposes-large-concept-models-lcms-a-semantic-leap-beyond-token-based-language-modeling/">Meta AI Proposes Large Concept Models (LCMs): A Semantic Leap Beyond Token-based Language Modeling</a></h5><div> from <span>https://www.facebook.com/MarkTechPost/</span></div></header><div>Meta AI Proposes Large Concept Models (LCMs): A Semantic Leap Beyond Token-based Language Modeling</div><footer></footer></article></li></ol></footer></blockquote>

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Peter Kaminski (peterkaminski@mastodon.social)'s status on Tuesday, 17-Dec-2024 07:34:18 JST Peter Kaminski
This seems like a big deal.
Meta AI proposes "Large Concept Models" to complement "Large Language Models".
(i.e., reasoning in an embedding space of concepts rather than words)
https://github.com/facebookresearch/large_concept_model
https://arxiv.org/abs/2412.08821
popularized article: https://www.marktechpost.com/2024/12/15/meta-ai-proposes-large-concept-models-lcms-a-semantic-leap-beyond-token-based-language-modeling/
In conversationabout 6 months ago from mastodon.socialpermalink
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  Meta AI Proposes Large Concept Models (LCMs): A Semantic Leap Beyond Token-based Language Modeling
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  Meta AI Proposes Large Concept Models (LCMs): A Semantic Leap Beyond Token-based Language Modeling

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