init

whisper.cpp-1.5.2/models/generate-coreml-model.sh

@@ -0,0 +1,36 @@
+#!/bin/bash
+
+# Usage: ./generate-coreml-model.sh <model-name>
+if [ $# -eq 0 ]; then
+  echo "No model name supplied"
+  echo "Usage for Whisper models: ./generate-coreml-model.sh <model-name>"
+  echo "Usage for HuggingFace models: ./generate-coreml-model.sh -h5 <model-name> <model-path>"
+  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 <model-name> <model-path>"
+  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