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pruning-while-training

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Here are 2 public repositories matching this topic...

simocolo / nnDrain

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A PyTorch implementation for structural pruning applied to neural networks during training

deep-learning neural-network pytorch pruning gpt structural-pruning pruning-while-training gpt-pruning transformers-pruning
  • Updated Jan 25, 2023
  • Jupyter Notebook

arrmansa / Temporal-Neuron-Variance-Pruning-Demo

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An implementation of Variance Pruning: Pruning Language Models via Temporal Neuron Variance by Berry Weinstein, Yonatan Belinkov

python machine-learning pytorch model-pruning pytorch-implementation large-language-models pruning-while-training
  • Updated Feb 7, 2024
  • Jupyter Notebook

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