#!/usr/bin/env bash # NOTE: `huggingface-cli download` already exists to do this # fills huggingfaces cache by downloading safetensors files in parallel # usage: $ bash download_weights.bash SOME/MODEL_ID COMMIT_HASH -j4 #PV="pv -cpteabm $((60*60*24))" PV="pv -cpteab" model_id="$1" revision="$2" shift 2 repo_url=https://huggingface.co/"$model_id" clonepath="$(basename "$repo_url")" cachepath="${HOME}/.cache/huggingface/hub/models--${model_id//\//--}/blobs" if ! [ -e ${HOME}/.cache/huggingface/token ] then huggingface-cli login || exit -1 fi HF_TOKEN="$(<${HOME}/.cache/huggingface/token)" GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/"$model_id" "$clonepath" mkdir -p "$cachepath" cd "$clonepath" GIT_LFS_SKIP_SMUDGE=1 git checkout "$revision" || exit -1 filecount=$(ls *.safetensors | wc -l) export repo_url revision cachepath HF_TOKEN PV # troubleshot by adding -vx before -c in the bash command parallel "$@" -i bash -c \ 'file_url="$repo_url"/resolve/"$revision"/"{}";\ export $(cat "{}" | tr \ =);\ blobname=${oid##*:};\ outfile="$cachepath"/"$blobname";\ set pipefail;\ if [ "$(($(stat -c %s "$outfile" 2>/dev/null)))" != "$(($size))" ]; then\ curl --silent -L --header "Authorization: Bearer $HF_TOKEN" "$file_url" |\ $PV -s "$size" -N "{}" > "$outfile" 2>/dev/tty || continue;\ fi;\ echo "$blobname" "$outfile"'\ -- *.safetensors | $PV -l -s "$filecount" -N "$clonepath" 2>/dev/tty | sha256sum -c && echo SUCCESS || { echo ERROR try again; false; }