relik/retriever/conf/data/aida_dataset.yaml

shared_params:
  passages_path: null
  max_passage_length: 64
  passage_batch_size: 64
  question_batch_size: 64
  use_topics: False

datamodule:
  _target_: relik.retriever.lightning_modules.pl_data_modules.GoldenRetrieverPLDataModule
  datasets:
    train:
      _target_: relik.retriever.data.datasets.AidaInBatchNegativesDataset
      name: "train"
      path: null
      tokenizer: ${model.language_model}
      max_passage_length: ${data.shared_params.max_passage_length}
      question_batch_size: ${data.shared_params.question_batch_size}
      passage_batch_size: ${data.shared_params.passage_batch_size}
      subsample_strategy: null
      subsample_portion: 0.1
      shuffle: True
      use_topics: ${data.shared_params.use_topics}

    val:
      - _target_: relik.retriever.data.datasets.AidaInBatchNegativesDataset
        name: "val"
        path: null
        tokenizer: ${model.language_model}
        max_passage_length: ${data.shared_params.max_passage_length}
        question_batch_size: ${data.shared_params.question_batch_size}
        passage_batch_size: ${data.shared_params.passage_batch_size}
        use_topics: ${data.shared_params.use_topics}

    test:
      - _target_: relik.retriever.data.datasets.AidaInBatchNegativesDataset
        name: "test"
        path: null
        tokenizer: ${model.language_model}
        max_passage_length: ${data.shared_params.max_passage_length}
        question_batch_size: ${data.shared_params.question_batch_size}
        passage_batch_size: ${data.shared_params.passage_batch_size}
        use_topics: ${data.shared_params.use_topics}

  num_workers:
    train: 4
    val: 4
    test: 4