Update README.md
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README.md
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@@ -66,7 +66,7 @@ This dataset can be used directly with Sentence Transformers to train embedding
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The negative samples have been automatically mined with [all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) and:
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* `range_min`: 10, i.e. we skip the 10 most similar samples
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* `range_max`:
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* `margin`: 0, i.e. we require negative similarity + margin < positive similarity, so negative samples can't be more similar than the known true answer
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* `sampling_strategy`: "random", i.e. we randomly sample from the candidate negatives rather than taking the "top" negatives
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* `num_negatives`: 5, i.e. we mine 5 negatives per question-answer pair
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The negative samples have been automatically mined with [all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) and:
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* `range_min`: 10, i.e. we skip the 10 most similar samples
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* `range_max`: 50, i.e. we only look at the top 50 most similar samples
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* `margin`: 0, i.e. we require negative similarity + margin < positive similarity, so negative samples can't be more similar than the known true answer
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* `sampling_strategy`: "random", i.e. we randomly sample from the candidate negatives rather than taking the "top" negatives
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* `num_negatives`: 5, i.e. we mine 5 negatives per question-answer pair
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