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README.md
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@@ -7,7 +7,7 @@ This respository introduces how to reproduce the `Dense`, `Sparse`, and `Dense+S
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```bash
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# Install Java (Linux)
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apt update
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apt install openjdk-
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# Install Pyserini
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pip install pyserini
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## MIRACL topics and qrels
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git clone https://huggingface.co/datasets/miracl/miracl
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mv miracl/*/*/* topics-and-qrels
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-
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git lfs install
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git clone https://huggingface.co/datasets/hanhainebula/bge-m3_miracl_2cr
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# Unzip
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languages=(ar bn en es fa fi fr hi id ja ko ru sw te th zh de yo)
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@@ -64,7 +67,7 @@ python -m pyserini.search.faiss \
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--encoder-class auto \
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--encoder BAAI/bge-m3 \
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--pooling cls --l2-norm \
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--topics topics-and-qrels/miracl-v1.0-${lang}-dev.tsv \
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--index bge-m3_miracl_2cr/dense/${lang} \
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--output bge-m3_miracl_2cr/dense/runs/${lang}.txt \
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--hits 1000
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@@ -124,7 +127,7 @@ python -m pyserini.search.faiss \
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--encoder-class auto \
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--encoder BAAI/bge-m3 \
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--pooling cls --l2-norm \
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--topics topics-and-qrels/miracl-v1.0-${lang}-dev.tsv \
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--index bge-m3_miracl_2cr/dense/${lang} \
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--output bge-m3_miracl_2cr/dense/runs/${lang}.txt \
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--hits 1000
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```bash
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# Install Java (Linux)
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apt update
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apt install openjdk-21-jdk
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# Install Pyserini
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pip install pyserini
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## MIRACL topics and qrels
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git clone https://huggingface.co/datasets/miracl/miracl
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mv miracl/*/*/* topics-and-qrels
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## Dense and Sparse Index
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git lfs install
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git clone https://huggingface.co/datasets/hanhainebula/bge-m3_miracl_2cr
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cat bge-m3_miracl_2cr/dense/en.tar.gz.part_* > bge-m3_miracl_2cr/dense/en.tar.gz
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cat bge-m3_miracl_2cr/dense/de.tar.gz.part_* > bge-m3_miracl_2cr/dense/de.tar.gz
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# Unzip
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languages=(ar bn en es fa fi fr hi id ja ko ru sw te th zh de yo)
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--encoder-class auto \
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--encoder BAAI/bge-m3 \
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--pooling cls --l2-norm \
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--topics topics-and-qrels/topics.miracl-v1.0-${lang}-dev.tsv \
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--index bge-m3_miracl_2cr/dense/${lang} \
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--output bge-m3_miracl_2cr/dense/runs/${lang}.txt \
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--hits 1000
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--encoder-class auto \
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--encoder BAAI/bge-m3 \
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--pooling cls --l2-norm \
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--topics topics-and-qrels/topics.miracl-v1.0-${lang}-dev.tsv \
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--index bge-m3_miracl_2cr/dense/${lang} \
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--output bge-m3_miracl_2cr/dense/runs/${lang}.txt \
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--hits 1000
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