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updated README

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@@ -34,4 +34,25 @@ configs:
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  data_files:
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  - split: train
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  path: data/train-*
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  data_files:
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  - split: train
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  path: data/train-*
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+ task_categories:
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+ - sentence-similarity
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+ language:
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+ - en
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+ pretty_name: BGE Retrieval Dataset (7 Datasets)
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+ size_categories:
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+ - 100K<n<1M
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  ---
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+
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+ ## BGE-Retrieval-Data (7 Datasets)
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+ This filtered version of `nthakur/bge-full-data` includes only 7 datasets of ~678K training pairs.
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+ The distribution of each subset is shown below:
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+
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+ | Dataset | Training Pairs | Pos | Hard Negs |
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+ | -------: | -----------: | -----: | ------: |
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+ | msmarco_passage | 485823 | 1.1 | 25.0 |
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+ | hotpotqa | 84516 | 2.0 | 20.0 |
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+ | nq | 58568 | 1.0 | 98.5 |
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+ | fever | 29096 | 1.3 | 20.0 |
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+ | scidocsrr | 12655 | 1.6 | 19.7 |
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+ | fiqa | 5500 | 2.6 | 15.0 |
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+ | arguana | 4065 | 1.0 | 13.6 |