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while getopts ":p:v:m:f:t:k:" opt; do |
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case ${opt} in |
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p ) |
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path_to_weights=$OPTARG |
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;; |
|
v ) |
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vocab_size=$OPTARG |
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;; |
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m ) model_name=$OPTARG |
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;; |
|
f ) vocab_file=$OPTARG |
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;; |
|
t ) model_type=$OPTARG |
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;; |
|
k ) kv_channels=$OPTARG |
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;; |
|
\? ) |
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echo "Invalid option: $OPTARG" 1>&2 |
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exit 1 |
|
;; |
|
: ) |
|
echo "Invalid option: $OPTARG requires an argument" 1>&2 |
|
exit 1 |
|
;; |
|
esac |
|
done |
|
shift $((OPTIND -1)) |
|
|
|
KV_CHANNELS_ARGS="" |
|
if [ "$kv_channels" != "" ]; then |
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KV_CHANNELS_ARGS="--kv_channels $kv_channels" |
|
fi |
|
|
|
|
|
|
|
python tools/checkpoint_util.py \ |
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--target_tensor_parallel_size 1 \ |
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--target_pipeline_parallel_size 1 \ |
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--load_dir $path_to_weights \ |
|
--save_dir "${path_to_weights}/unsharded" \ |
|
--model_type $model_type \ |
|
--true_vocab_size $vocab_size \ |
|
--bf16 \ |
|
$KV_CHANNELS_ARGS |
|
|
|
python weights_conversion/megatron_to_hf.py \ |
|
--input_dir "${path_to_weights}/unsharded" \ |
|
--output_dir "${path_to_weights}/hf/${model_name}" \ |
|
--vocab_file "${vocab_file}" \ |
|
--model $model_type |
|
|
|
|
|
rm -r "${path_to_weights}/unsharded" |