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oswaldoludwig / Pruning-pre-trained-models-using-evolutionary-computation

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This repository contains scripts to prune Wav2vec2 using a neuroevolution-based method. More details about this method can be found in the paper Compressing Wav2vec2 for Embedded Applications.

genetic-algorithm pytorch evolutionary-algorithms pruning evolutionary-computation asr model-compression pre-trained-model huggingface transformer-models wav2vec e2e-asr pruning-optimization wav2vec2 pruning-algorithms
  • Updated Nov 8, 2023
  • Shell

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