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- MSMARCO-v2.1 Doc Segmented prebuilt indexes from Anserini. This dataset is less than complete and will be updated over time to migrate other encoded MSMARCO-v2.1 Doc Segmented indexes here.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ## Dataset Summary
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+
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+ This repo provides pre-built indexes for MSMARCO-v2.1 Doc Segmented corpus. All indexes are created through Anserini with different encoders (i.e., the lucene-inverted.msmarco-v2.1-doc-segmented.splade-v3.20250707.4039c3.tar.gz is encoded with the SPLADE-v3 model). This dataset is less than complete and will be updated over time to migrate other pre-built MSMARCO-v2.1 Doc Segmented indexes here.
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+
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+ ## Load Dataset
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+ An example to load the dataset:
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+ ```python
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+ dataset = load_dataset("castorini/prebuilt-indexes-msmarco-v2.1-doc-segmented", data_files="lucene-inverted.msmarco-v2.1-doc-segmented.splade-v3.20250707.4039c3.tar.gz")
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+ ```
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+ An example URL for downloading a pre-built index:
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+ ```
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+ https://huggingface.co/datasets/castorini/prebuilt-indexes-msmarco-v2.1-doc-segmented/resolve/main/lucene-inverted.msmarco-v2.1-doc-segmented.splade-v3.20250707.4039c3.tar.gz
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+ ```