/
entity_ranking_bert_eng_no_mention.json
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/
entity_ranking_bert_eng_no_mention.json
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{
"dataset_reader": {
"class_name": "paraphraser_reader",
"data_path": "{DOWNLOADS_PATH}/entity_ranking_bert_eng_no_mention",
"do_lower_case": false
},
"dataset_iterator": {
"class_name": "siamese_iterator",
"seed": 243,
"len_valid": 500
},
"chainer": {
"in": ["text_a", "text_b"],
"in_y": ["y"],
"pipe": [
{
"class_name": "bert_preprocessor",
"vocab_file": "{DOWNLOADS_PATH}/bert_models/cased_L-12_H-768_A-12/vocab.txt",
"do_lower_case": false,
"max_seq_length": 64,
"in": ["text_a", "text_b"],
"out": ["bert_features"]
},
{
"class_name": "bert_classifier",
"n_classes": 2,
"return_probas": true,
"one_hot_labels": false,
"bert_config_file": "{DOWNLOADS_PATH}/bert_models/cased_L-12_H-768_A-12/bert_config.json",
"pretrained_bert": "{DOWNLOADS_PATH}/bert_models/cased_L-12_H-768_A-12/bert_model.ckpt",
"save_path": "{MODEL_PATH}/model",
"load_path": "{MODEL_PATH}/model",
"keep_prob": 0.5,
"learning_rate": 2e-05,
"learning_rate_drop_patience": 2,
"learning_rate_drop_div": 2.0,
"in": ["bert_features"],
"in_y": ["y"],
"out": ["predictions"]
}
],
"out": ["predictions"]
},
"train": {
"batch_size": 32,
"pytest_max_batches": 2,
"metrics": ["f1", "acc"],
"validation_patience": 10,
"val_every_n_batches": 100,
"log_every_n_batches": 100,
"evaluation_targets": ["train", "valid", "test"],
"tensorboard_log_dir": "{MODEL_PATH}/"
},
"metadata": {
"variables": {
"ROOT_PATH": "~/.deeppavlov",
"DOWNLOADS_PATH": "{ROOT_PATH}/downloads",
"MODELS_PATH": "{ROOT_PATH}/models",
"MODEL_PATH": "{MODELS_PATH}/entity_ranking_bert_eng_no_mention"
},
"download": [
{
"url": "http://files.deeppavlov.ai/deeppavlov_data/bert/cased_L-12_H-768_A-12.zip",
"subdir": "{DOWNLOADS_PATH}/bert_models"
},
{
"url": "http://files.deeppavlov.ai/kbqa/datasets/rel_ranking_bert_rus.tar.gz",
"subdir": "{DOWNLOADS_PATH}/rel_ranking_rus"
},
{
"url": "http://files.deeppavlov.ai/kbqa/models/rel_ranking_bert_rus.tar.gz",
"subdir": "{MODELS_PATH}/rel_ranking_bert_rus"
}
]
}
}