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Use a more accurate model for symmetric semantic search

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- The all-MiniLM-L6-v2 is more accurate
  - The exact previous model isn't benchmarked but based on the
    performance of the closest model to it. Seems like the new model
    maybe similar in speed and size

- On very preliminary evaluation of the model, the new model seems
  faster, with pretty decent results
This commit is contained in:
Debanjum Singh Solanky
2022-07-18 20:16:40 +04:00
parent 4a90972e38
commit 989526ae54
4 changed files with 4 additions and 4 deletions
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2
config/sample_config.yml
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@@ -28,7 +28,7 @@ content-type:
search-type:
symmetric:
encoder: "sentence-transformers/paraphrase-MiniLM-L6-v2"
encoder: "sentence-transformers/all-MiniLM-L6-v2"
cross-encoder: "cross-encoder/ms-marco-MiniLM-L-6-v2"
model_directory: "/data/models/symmetric"