Pere Martra, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Thu, 03 Jul 2025 23:29:29 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Pere Martra, Author at Towards Data Science https://towardsdatascience.com 32 32 Fairness Pruning: Precision Surgery to Reduce Bias in LLMs https://towardsdatascience.com/fairness-pruning-precision-surgery-to-reduce-bias-in-llms/ Thu, 03 Jul 2025 23:29:08 +0000 https://towardsdatascience.com/?p=606492 From unjustified shootings to neutral stories: how to fix toxic narratives with selective pruning

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]]> How to Prune LLaMA 3.2 and Similar Large Language Models https://towardsdatascience.com/how-to-prune-llama-3-2-and-similar-large-language-models-cf18e9a2afb6/ Wed, 27 Nov 2024 23:57:20 +0000 https://towardsdatascience.com/how-to-prune-llama-3-2-and-similar-large-language-models-cf18e9a2afb6/ This article presents a structured pruning technique for state-of-the-art models, that uses a GLU architecture, enabling the creation of...

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