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Allow re-use of converted models

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This commit is contained in:
Fred de Gier 2022-09-12 12:57:24 +02:00
commit 6aa53f2eb3
1 changed files with 23 additions and 22 deletions
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45
setup.sh
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@ -48,28 +48,29 @@ echo "MODEL=${MODEL}" > config.env
echo "NUM_GPUS=${NUM_GPUS}" >> config.env echo "NUM_GPUS=${NUM_GPUS}" >> config.env
echo "MODEL_DIR=${MODEL_DIR}" >> config.env echo "MODEL_DIR=${MODEL_DIR}" >> config.env
if [ -d "$MODEL_DIR"/"${MODEL}"-${NUM_GPUS}gpu ]; then if [ -d "$MODEL_DIR"/"${MODEL}"-"${NUM_GPUS}"gpu ]; then
echo "Converted model for ${MODEL}-${NUM_GPUS}gpu already exists, skipping" echo "Converted model for ${MODEL}-${NUM_GPUS}gpu already exists."
echo "Please delete ${MODEL_DIR}/${MODEL}-${NUM_GPUS}gpu if you want to re-convert it" read -p "Do you want to re-use it? y/n: " REUSE_CHOICE
exit 0 if ${REUSE_CHOICE^^} != "Y"; then
# Create model directory
mkdir -p "${MODEL_DIR}"
# For some of the models we can download it pre-converted.
if [ "$NUM_GPUS" -le 2 ]; then
echo "Downloading the model from HuggingFace, this will take a while..."
SCRIPT_DIR="$(dirname "$(readlink -f "$0")")"
DEST="${MODEL}-${NUM_GPUS}gpu"
ARCHIVE="${MODEL_DIR}/${DEST}.tar.zst"
cp -r "$SCRIPT_DIR"/converter/models/"$DEST" "${MODEL_DIR}"
curl -L "https://huggingface.co/moyix/${MODEL}-gptj/resolve/main/${MODEL}-${NUM_GPUS}gpu.tar.zst" \
-o "$ARCHIVE"
zstd -dc "$ARCHIVE" | tar -xf - -C "${MODEL_DIR}"
rm -f "$ARCHIVE"
else
echo "Downloading and converting the model, this will take a while..."
docker run --rm -v "${MODEL_DIR}":/models -e MODEL="${MODEL}" -e NUM_GPUS="${NUM_GPUS}" moyix/model_converter:latest
fi
fi
fi fi
# Create model directory
mkdir -p "${MODEL_DIR}"
# For some of the models we can download it preconverted.
if [ $NUM_GPUS -le 2 ]; then
echo "Downloading the model from HuggingFace, this will take a while..."
SCRIPT_DIR="$(dirname "$(readlink -f "$0")")"
DEST="${MODEL}-${NUM_GPUS}gpu"
ARCHIVE="${MODEL_DIR}/${DEST}.tar.zst"
cp -r "$SCRIPT_DIR"/converter/models/"$DEST" "${MODEL_DIR}"
curl -L "https://huggingface.co/moyix/${MODEL}-gptj/resolve/main/${MODEL}-${NUM_GPUS}gpu.tar.zst" \
-o "$ARCHIVE"
zstd -dc "$ARCHIVE" | tar -xf - -C "${MODEL_DIR}"
rm -f "$ARCHIVE"
else
echo "Downloading and converting the model, this will take a while..."
docker run --rm -v ${MODEL_DIR}:/models -e MODEL=${MODEL} -e NUM_GPUS=${NUM_GPUS} moyix/model_converter:latest
fi
echo "Done! Now run ./launch.sh to start the FauxPilot server." echo "Done! Now run ./launch.sh to start the FauxPilot server."