wikipedia-ja-20231030 / Generate.md
hotchpotch's picture
add cl-nagoya/sup-simcse-ja-base embs
f113964
## 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"
```
## cl-nagoya/sup-simcse-ja-base
```
python datasets_to_embs.py \
--target="data" \
--model_name="cl-nagoya/sup-simcse-ja-base" \
--output_name="sup-simcse-ja-base"
python datasets_to_embs.py \
--target="chunked" \
--model_name="cl-nagoya/sup-simcse-ja-base" \
--output_name="sup-simcse-ja-base"
```
## 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
- 同じ output γŒγ‚γ£γŸγ‚‰ skip する