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... > NLP methods and tools > artificial intelligence > machine learning > machine learning model > neural networks model > teacher model

Término preferido

teacher model  

Definición

  • A large neural network model used to impart knowledge and supervision when training student models through techniques such as knowledge distillation.

Concepto genérico

Ejemplo

  • In the first phase a teacher model is utilized to reflect on the instruction of the given sample based on some criteria and generate a new sample. (Li, Chen, Chen, He, Gu & Zhou, 2024)
  • In the second phase the teacher model reflects and generates a sample with a new response and the student model decides whether to accept based on feasibility (r-IFD). (Li, Chen, Chen, He, Gu & Zhou, 2024)
  • Meanwhile the goal of KD is to transfer the knowledge from teacher models to student models. (Wu, Hou, Lao, Li, Wong, Zhao & Yang, 2024)

En otras lenguas

URI

http://data.loterre.fr/ark:/67375/8LP-WG66S2KX-2

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