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Apple/OpenELM: Efficient Open-Source Family Language Models

82 pointsby panquecaabout 1 year ago

7 comments

Roshni1990rabout 1 year ago
OpenELM, a family of Efficient Language Models Developed by Apple, is trending on Hugging Face!<p>OpenELM offers models with 270M to 3B parameters, pre-trained and instruction-tuned, with Good results across various benchmarks.<p>My Feedback:<p>First Phi 3, now OpenELM. It&#x27;s great to see these small models improving. I know they&#x27;re not ready for production in all cases, but they&#x27;re really great for specific tasks.<p>I see small open-source models as the future because they offer better speed, require less compute, and use fewer resources, making them more accessible and practical for a wider range of applications.<p>What do you think about this? Do you consider using small opensource. If yes what you are thinking to make?<p>I am going to use it on my smartphone
monkeydustabout 1 year ago
<a href="https:&#x2F;&#x2F;github.com&#x2F;apple&#x2F;corenet&#x2F;tree&#x2F;main&#x2F;projects&#x2F;openelm">https:&#x2F;&#x2F;github.com&#x2F;apple&#x2F;corenet&#x2F;tree&#x2F;main&#x2F;projects&#x2F;openelm</a>
panquecaabout 1 year ago
ArXiv Paper:<p><a href="https:&#x2F;&#x2F;arxiv.org&#x2F;abs&#x2F;2404.14619" rel="nofollow">https:&#x2F;&#x2F;arxiv.org&#x2F;abs&#x2F;2404.14619</a>
unravellerabout 1 year ago
Why&#x27;d it drop today? One supposes that instead of pressing shift+delete on their repo they click publish now so they get to write the headline that 2 big tech companies release small language models on the same day.
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buildbotabout 1 year ago
Huh, They used the pile - that&#x27;s a pretty interesting choice for a corporate research team?
gnabgibabout 1 year ago
Article title(h1): <i>OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework</i>
sunflowerflyabout 1 year ago
Any idea how much ram this requires?
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