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#!/bin/bash
set -e
MODELS_DIR="${MODELS_DIR:-/app/models}"
MODEL_BASE_URL="${MODEL_BASE_URL:-}"
# Model directories
PARAKEET_DIR="parakeet-tdt-0.6b-v3"
EOU_DIR="realtime_eou_120m-v1-onnx"
DIARIZATION_DIR="diarization"
download_from_url() {
local name=$1
local url=$2
local dest="$MODELS_DIR/$name"
if [ -d "$dest" ] && [ "$(ls -A $dest 2>/dev/null)" ]; then
echo "Model $name already exists, skipping..."
return 0
fi
echo "Downloading $name from URL..."
mkdir -p "$dest"
curl -L "$url" | tar -xz -C "$dest" --strip-components=1
echo "Downloaded $name successfully"
}
download_from_hf() {
local dest=$1
local repo=$2
local include=${3:-}
if [ -d "$dest" ] && [ "$(ls -A $dest 2>/dev/null)" ]; then
echo "Model $dest already exists, skipping..."
return 0
fi
echo "Downloading from Hugging Face ($repo)..."
mkdir -p "$dest"
if [ -n "$include" ]; then
huggingface-cli download "$repo" --include "$include" --local-dir "$dest"
else
huggingface-cli download "$repo" --local-dir "$dest"
fi
echo "Downloaded to $dest successfully"
}
# Check if models exist
check_models_exist() {
[ -d "$MODELS_DIR/$PARAKEET_DIR" ] && \
[ -d "$MODELS_DIR/$EOU_DIR" ] && \
[ -f "$MODELS_DIR/$DIARIZATION_DIR/diar_streaming_sortformer_4spk-v2.onnx" ]
}
if check_models_exist; then
echo "All models present"
else
mkdir -p "$MODELS_DIR"
if [ -n "$MODEL_BASE_URL" ]; then
echo "Downloading models from custom URL..."
download_from_url "$PARAKEET_DIR" "${MODEL_BASE_URL}/parakeet-tdt-0.6b-v3.tar.gz"
download_from_url "$EOU_DIR" "${MODEL_BASE_URL}/realtime_eou_120m-v1-onnx.tar.gz"
download_from_url "$DIARIZATION_DIR" "${MODEL_BASE_URL}/diarization.tar.gz"
else
echo "Downloading models from Hugging Face..."
# Parakeet TDT from istupakov/parakeet-tdt-0.6b-v3-onnx
download_from_hf "$MODELS_DIR/$PARAKEET_DIR" "istupakov/parakeet-tdt-0.6b-v3-onnx"
# EOU model from altunenes/parakeet-rs (subdirectory)
download_from_hf "$MODELS_DIR/$EOU_DIR" "altunenes/parakeet-rs" "realtime_eou_120m-v1-onnx/*"
# Diarization model from altunenes/parakeet-rs (subdirectory)
download_from_hf "$MODELS_DIR/$DIARIZATION_DIR" "altunenes/parakeet-rs" "diarization/*"
fi
echo "All models downloaded successfully"
fi
# Execute the main command
exec "$@"
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