3 ms·
Got it to load the landing page at least (although the generation thing itself doesn't work), and it links to the following paper: https://arxiv.org/abs/2307.09
by capableweb 3y ago
Got it to load the landing page at least (although the generation thing itself doesn't work), and it links to the following paper: https://arxiv.org/abs/2307.09793 https://arxiv.org/abs/2307.09793 (On the Origin of LLMs: An Evolutionary Tree and Graph for 15,821 Large Language Models)
> We take advantage of the relatively systematic nomenclature of Hugging Face LLMs to perform hierarchical clustering and identify communities amongst LLMs using n-grams and term frequency-inverse document frequency. Our methods successfully identify families of LLMs and accurately cluster LLMs into meaningful subgroups. We present a public web application to navigate and explore Constellation, our atlas of 15,821 LLMs. Constellation rapidly generates a variety of visualizations, namely dendrograms, graphs, word clouds, and scatter plots.