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Browse files- lucene-hnsw/bge-base-en-v1.5/lucene-hnsw-int8.msmarco-v1-passage.bge-base-en-v1.5.20240117.53514b.tar.gz +3 -0
- lucene-hnsw/bge-base-en-v1.5/lucene-hnsw.msmarco-v1-passage.bge-base-en-v1.5.20240117.53514b.README.md +28 -0
- lucene-hnsw/bge-base-en-v1.5/lucene-hnsw.msmarco-v1-passage.bge-base-en-v1.5.20240117.53514b.tar.gz +3 -0
- lucene-hnsw/cohere-embed-english/lucene-hnsw-int8.msmarco-v1-passage.cohere-embed-english-v3.0.20240228.eacd13.tar.gz +3 -0
- lucene-hnsw/cohere-embed-english/lucene-hnsw.msmarco-v1-passage.cohere-embed-english-v3.0.20240228.eacd13.tar.gz +3 -0
- lucene-hnsw/cosdpr-distil/lucene-hnsw-int8.msmarco-v1-passage.cosdpr-distil.20240108.825148.tar.gz +3 -0
- lucene-hnsw/cosdpr-distil/lucene-hnsw.msmarco-v1-passage.cosdpr-distil.20240108.825148.README.md +28 -0
- lucene-hnsw/cosdpr-distil/lucene-hnsw.msmarco-v1-passage.cosdpr-distil.20240108.825148.tar.gz +3 -0
lucene-hnsw/bge-base-en-v1.5/lucene-hnsw-int8.msmarco-v1-passage.bge-base-en-v1.5.20240117.53514b.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:02e9d095f82a325f4ff341cf3cc72c6366557716e2f6c59faa0cc8e84513b53f
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size 31118393425
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lucene-hnsw/bge-base-en-v1.5/lucene-hnsw.msmarco-v1-passage.bge-base-en-v1.5.20240117.53514b.README.md
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# msmarco-v1-passage.bge-base-en-v1.5
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Lucene HNSW indexes of MS MARCO V1 Passage using BGE-base-en-v1.5.
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These indexes were built 2024/01/17 on `orca` at Anserini commit [`53514b`](https://github.com/castorini/anserini/commit/53514b1ab29398a4bb6ff4a315b7394e509e6be5) (2024/01/13), with Lucene 9.9.1.
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Here are the indexing commands for the non-quantized and quantized versions:
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```bash
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target/appassembler/bin/IndexHnswDenseVectors \
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-collection JsonDenseVectorCollection \
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-input /mnt/collections/msmarco/msmarco-passage-bge-base-en-v1.5/ \
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-generator HnswDenseVectorDocumentGenerator \
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-index indexes/lucene-hnsw.msmarco-passage-bge-base-en-v1.5.efC1000.1/ \
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-threads 8 -M 16 -efC 1000 -memoryBuffer 65536 -optimize \
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>& logs/log.msmarco-passage-bge-base-en-v1.5.efC1000.1 &
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target/appassembler/bin/IndexHnswDenseVectors \
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-collection JsonDenseVectorCollection \
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-input /mnt/collections/msmarco/msmarco-passage-bge-base-en-v1.5/ \
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-generator HnswDenseVectorDocumentGenerator \
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-index indexes/lucene-hnsw.msmarco-passage-bge-base-en-v1.5-int8.efC1000.1/ \
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-threads 8 -M 16 -efC 1000 -memoryBuffer 65536 -optimize -quantize.int8 \
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>& logs/log.msmarco-passage-bge-base-en-v1.5-int8.efC1000.1 &
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```
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I ran four trials and picked the index instance that yielded the highest retrieval scores.
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Most of the trials yielded scores that were close; I selected the "best" based on eyeballing.
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lucene-hnsw/bge-base-en-v1.5/lucene-hnsw.msmarco-v1-passage.bge-base-en-v1.5.20240117.53514b.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:1daf449b870543887b711d8280f4a1aa4e268bed85ac37f130e94895901a261b
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size 25993352262
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lucene-hnsw/cohere-embed-english/lucene-hnsw-int8.msmarco-v1-passage.cohere-embed-english-v3.0.20240228.eacd13.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a9cca6511890b05bdb21b97c26dd46796e6bb48e8ea0de9d4110f8111e2c1bd
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size 29167754602
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lucene-hnsw/cohere-embed-english/lucene-hnsw.msmarco-v1-passage.cohere-embed-english-v3.0.20240228.eacd13.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:ad4f2df730dbba8dc2a4f30ceaccbe01418b0743795c97dc380ca38d8baeab9c
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size 22094914552
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lucene-hnsw/cosdpr-distil/lucene-hnsw-int8.msmarco-v1-passage.cosdpr-distil.20240108.825148.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:1fd79f24980e0a72fedd0887f1bedcdba46e90253b81bef366ef2dcb57ac733d
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size 30140494326
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lucene-hnsw/cosdpr-distil/lucene-hnsw.msmarco-v1-passage.cosdpr-distil.20240108.825148.README.md
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# msmarco-v1-passage.cosdpr-distil
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Lucene HNSW indexes of MS MARCO V1 Passage using cosDPR-distil.
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These indexes were built 2024/01/07 on `orca` at Anserini commit [`825148`](https://github.com/castorini/anserini/commit/825148afba0303276c37dd838be897b8443d9774) (2023/12/24), with Lucene 9.9.1.
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Here are the indexing commands for the non-quantized and quantized versions:
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```bash
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target/appassembler/bin/IndexHnswDenseVectors \
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-collection JsonDenseVectorCollection \
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-input /mnt/collections/msmarco/msmarco-passage-cos-dpr-distil/ \
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-generator HnswDenseVectorDocumentGenerator \
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-index indexes/lucene-hnsw.msmarco-passage-cos-dpr-distil.efC1000.1/ \
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-threads 8 -M 16 -efC 1000 -memoryBuffer 65536 -optimize \
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>& logs/log.msmarco-passage-cos-dpr-distil.efC1000.1 &
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target/appassembler/bin/IndexHnswDenseVectors \
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-collection JsonDenseVectorCollection \
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-input /mnt/collections/msmarco/msmarco-passage-cos-dpr-distil/ \
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-generator HnswDenseVectorDocumentGenerator \
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-index indexes/lucene-hnsw.msmarco-passage-cos-dpr-distil-int8.efC1000.1/ \
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-threads 8 -M 16 -efC 1000 -memoryBuffer 65536 -optimize -quantize.int8 \
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>& logs/log.msmarco-passage-cos-dpr-distil-int8.efC1000.1 &
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```
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I ran four trials and picked the index instance that yielded the highest retrieval scores.
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Most of the trials yielded scores that were close; I selected the "best" based on eyeballing.
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lucene-hnsw/cosdpr-distil/lucene-hnsw.msmarco-v1-passage.cosdpr-distil.20240108.825148.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:1147b02411452621455ce97d28011be84f38a11e502f371654ed03c084e1085d
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size 24632173689
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