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shared_params:
passages_path: null
max_passage_length: 64
max_passages_per_batch: 64
max_questions_per_batch: 64
prefetch_batches: True
use_topics: False
datamodule:
_target_: relik.retriever.lightning_modules.pl_data_modules.PLDataModule
tokenizer: ${model.language_model}
datasets:
train:
_target_: relik.retriever.data.dpr.datasets.InBatchNegativesDPRIterableDataset
name: "train"
path: null
passages_path: ${data.shared_params.passages_path}
max_passage_length: ${data.shared_params.max_passage_length}
max_questions_per_batch: ${data.shared_params.max_questions_per_batch}
max_passages_per_batch: ${data.shared_params.max_passages_per_batch}
prefetch_batches: ${data.shared_params.prefetch_batches}
subsample: null
random_subsample: False
shuffle: True
use_topics: ${data.shared_params.use_topics}
val:
- _target_: relik.retriever.data.dpr.datasets.InBatchNegativesDPRIterableDataset
name: "val"
path: null
passages_path: ${data.shared_params.passages_path}
max_passage_length: ${data.shared_params.max_passage_length}
max_questions_per_batch: ${data.shared_params.max_questions_per_batch}
max_passages_per_batch: ${data.shared_params.max_passages_per_batch}
prefetch_batches: ${data.shared_params.prefetch_batches}
use_topics: ${data.shared_params.use_topics}
test:
- _target_: relik.retriever.data.dpr.datasets.InBatchNegativesDPRIterableDataset
name: "test"
path: null
passages_path: ${data.shared_params.passages_path}
max_passage_length: ${data.shared_params.max_passage_length}
max_questions_per_batch: ${data.shared_params.max_questions_per_batch}
max_passages_per_batch: ${data.shared_params.max_passages_per_batch}
prefetch_batches: ${data.shared_params.prefetch_batches}
use_topics: ${data.shared_params.use_topics}
num_workers:
train: 0
val: 0
test: 0
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