msmarco-v1-passage.bge-base-en-v1.5.parquet.flat-int8.onnx.yaml

---
corpus: msmarco-passage-bge-base-en-v1.5.parquet
corpus_path: collections/msmarco/msmarco-passage-bge-base-en-v1.5.parquet/

download_url: https://rgw.cs.uwaterloo.ca/pyserini/data/msmarco-passage-bge-base-en-v1.5.parquet.tar
download_checksum: b235e19ec492c18a18057b30b8b23fd4

index_path: indexes/lucene-flat-int8.msmarco-v1-passage.bge-base-en-v1.5/
index_type: flat
collection_class: ParquetDenseVectorCollection
generator_class: ParquetDenseVectorDocumentGenerator
index_threads: 16
index_options: -quantize.int8

metrics:
  - metric: AP@1000
    command: bin/trec_eval
    params: -c -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: RR@10
    command: bin/trec_eval
    params: -c -M 10 -m recip_rank
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@100
    command: bin/trec_eval
    params: -c -m recall.100
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@1000
    command: bin/trec_eval
    params: -c -m recall.1000
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false

topic_reader: TsvInt
topics:
  - name: "[MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking)"
    id: dev
    path: topics.msmarco-passage.dev-subset.txt
    qrel: qrels.msmarco-passage.dev-subset.txt

models:
  - name: bge-flat-int8-onnx
    display: BGE-base-en-v1.5
    type: flat
    params: -encoder BgeBaseEn15 -hits 1000 -threads 16
    results:
      AP@1000:
        - 0.3641
      RR@10:
        - 0.3583
      R@100:
        - 0.9006
      R@1000:
        - 0.9811
    tolerance:
      AP@1000:
        - 0.002
      RR@10:
        - 0.002
      R@100:
        - 0.002
      R@1000:
        - 0.001