Is LLM Performance Predetermined by Their Genetic Code? | by Salvatore Raieli | Jul, 2024

Published:


|LLM|AI|GENETIC|

Exploring phylogenetic algorithms to predict the future of large language models

Towards Data Science
LLM and genetics
image by the author using AI

I’m fascinated by the idea that genetics is digital. A gene is a long sequence of coded letters, like computer information. Modern biology is becoming very much a branch of information technology. — Richard Dawkins

There are plenty of Large Language Models (LLMs) today (both closed and open source), and hundreds are published every day on the Hugging Face Hub alone. This demonstrates both the interest of the community and the success of language models. On the other hand, despite this interest, most of these models are not benchmarked and there is little detail (lack of transparency).

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