Debanjum Singh Solanky 4a90972e38 Use a better model for asymmetric semantic search ...

- The multi-qa-MiniLM-L6-cos-v1 is more extensively benchmarked[1]
- It has the right mix of model query speed, size and performance on benchmarks
- On hugging face it has way more downloads and likes than the msmarco model[2]
- On very preliminary evaluation of the model
  - It doubles the encoding speed of all entries (down from ~8min to 4mins)
  - It gave more entries that stay relevant to the query (3/5 vs 1/5 earlier)

[1]: https://www.sbert.net/docs/pretrained_models.html
[2]: https://huggingface.co/sentence-transformers

2022-07-18 20:27:26 +04:00

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images

Improve test data organization and update correspoding conftests

2022-01-29 02:03:17 -05:00

ledger

Improve test data organization and update correspoding conftests

2022-01-29 02:03:17 -05:00

music

Improve test data organization and update correspoding conftests

2022-01-29 02:03:17 -05:00

notes

Use a better model for asymmetric semantic search

2022-07-18 20:27:26 +04:00

config.yml

Move tests out to project root. Use absolute import in project

2021-09-30 04:12:14 -07:00