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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=$2
if [ -d "$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 "$dest"
hf download "$repo" --local-dir "$dest"
echo "Downloaded to $dest successfully"
}
download_from_hf_subdir() {
local dest=$1
local repo=$2
local subdir=$3
if [ -d "$dest" ] && [ "$(ls -A $dest 2>/dev/null)" ]; then
echo "Model $dest already exists, skipping..."
return 0
fi
echo "Downloading $subdir from Hugging Face ($repo)..."
local tmpdir=$(mktemp -d)
hf download "$repo" --include "$subdir/*" --local-dir "$tmpdir"
# Move subdirectory contents to destination
mkdir -p "$dest"
mv "$tmpdir/$subdir"/* "$dest"/
rm -rf "$tmpdir"
echo "Downloaded to $dest successfully"
}
# Check if models exist
# TDT: encoder-model.onnx, encoder-model.onnx.data, decoder_joint-model.onnx, vocab.txt
# EOU: encoder.onnx, decoder_joint.onnx, tokenizer.json
# Diarization: diar_streaming_sortformer_4spk-v2.1.onnx
check_models_exist() {
# TDT model files
[ -f "$MODELS_DIR/$PARAKEET_DIR/encoder-model.onnx" ] && \
[ -f "$MODELS_DIR/$PARAKEET_DIR/decoder_joint-model.onnx" ] && \
[ -f "$MODELS_DIR/$PARAKEET_DIR/vocab.txt" ] && \
# EOU model files
[ -f "$MODELS_DIR/$EOU_DIR/encoder.onnx" ] && \
[ -f "$MODELS_DIR/$EOU_DIR/decoder_joint.onnx" ] && \
[ -f "$MODELS_DIR/$EOU_DIR/tokenizer.json" ] && \
# Diarization model
[ -f "$MODELS_DIR/$DIARIZATION_DIR/diar_streaming_sortformer_4spk-v2.1.onnx" ]
}
if check_models_exist; then
echo "All models present"
else
mkdir -p "$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" "${MODEL_BASE_URL}/diarization.tar.gz"
else
echo "Downloading models from Hugging Face..."
# Parakeet TDT from istupakov/parakeet-tdt-0.6b-v3-onnx
# Required: encoder-model.onnx, encoder-model.onnx.data, decoder_joint-model.onnx, vocab.txt
download_from_hf "$MODELS_DIR/$PARAKEET_DIR" "istupakov/parakeet-tdt-0.6b-v3-onnx"
# Verify TDT files were downloaded
if [ ! -f "$MODELS_DIR/$PARAKEET_DIR/vocab.txt" ]; then
echo "ERROR: vocab.txt not found in parakeet TDT model"
echo "Contents of $MODELS_DIR/$PARAKEET_DIR:"
ls -la "$MODELS_DIR/$PARAKEET_DIR"
exit 1
fi
# EOU model from altunenes/parakeet-rs (subdirectory)
download_from_hf_subdir "$MODELS_DIR/$EOU_DIR" "altunenes/parakeet-rs" "realtime_eou_120m-v1-onnx"
# Diarization model from altunenes/parakeet-rs (single file at root)
mkdir -p "$MODELS_DIR/$DIARIZATION_DIR"
hf download "altunenes/parakeet-rs" "diar_streaming_sortformer_4spk-v2.1.onnx" --local-dir "$MODELS_DIR/$DIARIZATION_DIR"
fi
echo "All models downloaded successfully"
fi
# Download Chatterbox TTS models (for TTS functionality)
CHATTERBOX_MODEL_DIR="${CHATTERBOX_MODEL_DIR:-/app/models/chatterbox-turbo}"
download_chatterbox_tts() {
if [ -d "$CHATTERBOX_MODEL_DIR" ] && \
[ -f "$CHATTERBOX_MODEL_DIR/speech_encoder.onnx" ] && \
[ -f "$CHATTERBOX_MODEL_DIR/embed_tokens.onnx" ] && \
[ -f "$CHATTERBOX_MODEL_DIR/language_model.onnx" ] && \
[ -f "$CHATTERBOX_MODEL_DIR/conditional_decoder.onnx" ] && \
[ -f "$CHATTERBOX_MODEL_DIR/tokenizer.json" ]; then
echo "Chatterbox TTS models already exist, skipping..."
return 0
fi
echo "Downloading Chatterbox TTS models..."
mkdir -p "$CHATTERBOX_MODEL_DIR"
# Download only the required files from ResembleAI/chatterbox-turbo-ONNX
# (skip fp16, q4, q4f16, quantized variants to save ~4GB)
echo "Downloading ResembleAI/chatterbox-turbo-ONNX (standard precision only)..."
local tmpdir=$(mktemp -d)
hf download ResembleAI/chatterbox-turbo-ONNX \
--include "onnx/speech_encoder.onnx" \
--include "onnx/speech_encoder.onnx_data" \
--include "onnx/embed_tokens.onnx" \
--include "onnx/embed_tokens.onnx_data" \
--include "onnx/language_model.onnx" \
--include "onnx/language_model.onnx_data" \
--include "onnx/conditional_decoder.onnx" \
--include "onnx/conditional_decoder.onnx_data" \
--include "tokenizer.json" \
--local-dir "$tmpdir"
# Move files to the model directory (flatten the onnx/ subdirectory)
mv "$tmpdir"/onnx/*.onnx "$CHATTERBOX_MODEL_DIR"/
mv "$tmpdir"/onnx/*.onnx_data "$CHATTERBOX_MODEL_DIR"/
mv "$tmpdir"/tokenizer.json "$CHATTERBOX_MODEL_DIR"/
rm -rf "$tmpdir"
echo "Chatterbox TTS models downloaded successfully"
}
download_chatterbox_tts
# Execute the main command
exec "$@"
|
