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Use a more accurate model for symmetric semantic search
- 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
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@@ -79,7 +79,7 @@ default_config = {
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{
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'symmetric':
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{
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'encoder': "sentence-transformers/paraphrase-MiniLM-L6-v2",
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'encoder': "sentence-transformers/all-MiniLM-L6-v2",
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'cross-encoder': "cross-encoder/ms-marco-MiniLM-L-6-v2",
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'model_directory': None
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},
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