wikipedia-ja-20231030 / Generate.md
hotchpotch's picture
Add script to generate embeddings from datasets
07119c3

create embeddings

multilingual-e5-small + passage

python datasets_to_embs.py \
  --target="data" \
  --model_name="intfloat/multilingual-e5-small" \
  --output_name="multilingual-e5-small-passage" \
  --input_prefix="passage: "
python datasets_to_embs.py \
  --target="chunked" \
  --model_name="intfloat/multilingual-e5-small" \
  --output_name="multilingual-e5-small-passage" \
  --input_prefix="passage: "

multilingual-e5-small + query

python datasets_to_embs.py \
  --target="data" \
  --model_name="intfloat/multilingual-e5-small" \
  --output_name="multilingual-e5-small-query" \
  --input_prefix="query: "
python datasets_to_embs.py \
  --target="chunked" \
  --model_name="intfloat/multilingual-e5-small" \
  --output_name="multilingual-e5-small-query" \
  --input_prefix="query: "