#!/bin/bash # Usage: ./generate-coreml-model.sh if [ $# -eq 0 ]; then echo "No model name supplied" echo "Usage for Whisper models: ./generate-coreml-model.sh " echo "Usage for HuggingFace models: ./generate-coreml-model.sh -h5 " exit 1 elif [[ "$1" == "-h5" && $# != 3 ]]; then echo "No model name and model path supplied for a HuggingFace model" echo "Usage for HuggingFace models: ./generate-coreml-model.sh -h5 " exit 1 fi mname="$1" wd=$(dirname "$0") cd "$wd/../" if [[ $mname == "-h5" ]]; then mname="$2" mpath="$3" echo $mpath python3 models/convert-h5-to-coreml.py --model-name $mname --model-path $mpath --encoder-only True else python3 models/convert-whisper-to-coreml.py --model $mname --encoder-only True fi xcrun coremlc compile models/coreml-encoder-${mname}.mlpackage models/ rm -rf models/ggml-${mname}-encoder.mlmodelc mv -v models/coreml-encoder-${mname}.mlmodelc models/ggml-${mname}-encoder.mlmodelc # TODO: decoder (sometime in the future maybe) #xcrun coremlc compile models/whisper-decoder-${mname}.mlpackage models/ #rm -rf models/ggml-${mname}-decoder.mlmodelc #mv -v models/coreml_decoder_${mname}.mlmodelc models/ggml-${mname}-decoder.mlmodelc