wikipedia-ja-20231030 / Generate.md
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## 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: "
```
## create faiss indexes
```
python embs_to_faiss.py \
--target="data" \
--input_name="multilingual-e5-small-query" \
--use_gpu
```
# XXX
- 同じ output γŒγ‚γ£γŸγ‚‰ skip する