This isn’t science fiction; it’s the fantastic process known as knowledge distillation, a cornerstone of modern AI development. Imagine a massive language model like OpenAI’s GPT-4 ...

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In this paper, motivated by the residual learning and global aggregation, we propose a simple yet general and effective knowledge distillation framework called double similarity distillation (DSD) to ...

Enter Knowledge Distillation: A Game-Changer for Efficiency Knowledge distillation offers a solution to these challenges. This technique involves transferring knowledge from a large "teacher" model to ...

Abstract: This article proposes an efficient federated distillation learning system (EFDLS) for multitask time series classification (TSC). EFDLS consists of a central server and multiple mobile users ...

The Charentaise method, also known as double distillation, is the traditional process used to distill Cognac and other brandies in the Cognac region of France. This method is named after the region’s ...

Neste, the world’s leading producer of renewable diesel and sustainable aviation fuel, has signed an agreement to sell its proprietary technology NAPCON to Lummus Technology. NAPCON covers solutions ...

As the global demand for renewable fuels rises, the biofuels industry is undergoing a transformation. Traditional feedstocks, primarily refined vegetable oils, are increasingly being replaced by ...

This workshop provides an in-depth journey into fine-tuning an end-to-end distillation process utilizing DeepSeek V3 as a teacher model and Phi4-mini as a student model. Participants will explore the ...

† Institute of Petrochemical Technology, Changzhou University, Changzhou 213100, People’s Republic of China ‡ Institute of Petrochemical Technology, China University of Petroleum, Beijing 102200, ...