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: "
GLuCoSE-base-ja
python datasets_to_embs.py \
--target="data" \
--model_name="pkshatech/GLuCoSE-base-ja" \
--output_name="GLuCoSE-base-ja"
python datasets_to_embs.py \
--target="chunked" \
--model_name="pkshatech/GLuCoSE-base-ja" \
--output_name="GLuCoSE-base-ja"
create faiss indexes
python embs_to_faiss.py \
--target="data" \
--input_name="multilingual-e5-small-passage" \
--use_gpu
generate all by ./embs/
python all_embs_to_faiss.py --use_gpu
XXX
- εγ output γγγ£γγ skip γγ