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The Olmo team is AFAIK the only SOTA-ish model that has fully open source code and data. Their report is fantastic: https://www.datocms-assets.com/64837/1763662397-1763646865-o...

It should give you an idea of how hard it is to do a SOTA model from scratch!

If you relax the SOTA aspect, Karpathy's nanochat has you covered: https://github.com/karpathy/nanochat


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