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#models

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Hacker News

Inferring the Phylogeny of Large Language Models

arxiv.org/abs/2404.04671

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arXiv.orgPhyloLM : Inferring the Phylogeny of Large Language Models and Predicting their Performances in BenchmarksThis paper introduces PhyloLM, a method adapting phylogenetic algorithms to Large Language Models (LLMs) to explore whether and how they relate to each other and to predict their performance characteristics. Our method calculates a phylogenetic distance metrics based on the similarity of LLMs' output. The resulting metric is then used to construct dendrograms, which satisfactorily capture known relationships across a set of 111 open-source and 45 closed models. Furthermore, our phylogenetic distance predicts performance in standard benchmarks, thus demonstrating its functional validity and paving the way for a time and cost-effective estimation of LLM capabilities. To sum up, by translating population genetic concepts to machine learning, we propose and validate a tool to evaluate LLM development, relationships and capabilities, even in the absence of transparent training information.
#HackerNews#Inferring#the
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Burkhard Maria Zimmermann

'The impact of #AI has been felt across industries from #Hollywood to publishing – and now it’s come for #modelling.

#H&M announced last week that it would create AI “twins” of 30 #models with the intention of using them in social media posts and marketing imagery if the model gives her permission.'

theguardian.com/fashion/2025/m

The Guardian · Calling all fashion models … now AI is coming for youBy Lauren Cochrane
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RTN

"Neue Enthüllungen zeigen .. düsteres Bild hinter .. Fassade von Tesla. .. Buch deckt gefährliche Technik und einen cholerischen Chef auf."

"Besonders eindrücklich ist der Fall des Schweizers Thomas Karl. Sein Model S führte auf der Autobahn grundlos Vollbremsungen durch.

In den USA gab es bereits über ein Dutzend Todesfälle durch die fehlerhafte Software."

nau.ch/news/amerika/tesla-file

23.3.2025

#Autopilot#Buch#eAuto
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