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RetroDataModelArguments:
# DataArguments
max_seq_length: 512
max_answer_length: 30
doc_stride: 128
return_token_type_ids: True
pad_to_max_length: True
preprocessing_num_workers: 5
overwrite_cache: False
version_2_with_negative: True
null_score_diff_threshold: 0.0
rear_threshold: 0.0
n_best_size: 20
use_choice_logits: False
start_n_top: -1
end_n_top: -1
beta1: 1
beta2: 1
best_cof: 1
# ModelArguments
use_auth_token: False
# SketchModelArguments
sketch_revision: en-distilbert-sketch
sketch_model_name: faori/retro_reeader
# sketch_model_mode: transfer
sketch_architectures: DistilBertForSequenceClassification
# IntensiveModelArguments
intensive_revision: en-distilbert-intensive1
intensive_model_name: faori/retro_reeader
# intensive_model_mode: transfer
intensive_architectures: DistilBertForQuestionAnsweringAVPool
TrainingArguments:
output_dir: outputs
no_cuda: True # If you want to use cuda,
# change `no_cuda` to False and `fp16` to True
per_device_train_batch_size: 1
per_device_eval_batch_size: 12 |