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config.json
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config.json
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{
"OUTPUT_FOLDERPATH": "Outputs/WikiActors/50_eval",
"DATA_FILEPATH": "examples/WikiActors_50_eval.json",
"INDIVIDUAL_NAME_COLUMN": "name",
"BACKGROUND_KNOWLEDGE_COLUMN": "public_knowledge",
"LOAD_SAVED_PRETREATMENT": true,
"ANONIMIZE_BACKGROUND_KNOWLEDGE": true,
"ONLY_USE_ANONYMIZED_BACKGROUND_KNOWLEDGE": false,
"USE_DOCUMENT_CURATION": true,
"SAVE_PRETREATMENT": true,
"LOAD_SAVED_FINETUNING": true,
"BASE_MODEL_NAME": "distilbert-base-uncased",
"TOKENIZATION_BLOCK_SIZE":250,
"USE_ADDITIONAL_PRETRAINING": true,
"SAVE_ADDITIONAL_PRETRAINING": true,
"LOAD_SAVED_PRETRAINING": true,
"PRETRAINING_EPOCHS": 3,
"PRETRAINING_BATCH_SIZE": 8,
"PRETRAINING_LEARNING_RATE": 5e-05,
"PRETRAINING_MLM_PROBABILITY": 0.15,
"PRETRAINING_SLIDING_WINDOW": "512-128",
"FINETUNING_EPOCHS": 15,
"FINETUNING_BATCH_SIZE": 16,
"FINETUNING_LEARNING_RATE": 5e-05,
"FINETUNING_SLIDING_WINDOW": "100-25",
"SAVE_FINETUNING": true
}