{ | |
"dataset_reader": { | |
"type": "conll2003", | |
"tag_label": "ner", | |
"token_indexers": { | |
"tokens": { | |
"type": "single_id", | |
"lowercase_tokens": true | |
} | |
} | |
}, | |
"model": { | |
"type": "simple_tagger", | |
"calculate_span_f1": true, | |
"encoder": { | |
"type": "lstm", | |
"hidden_size": 4, | |
"input_size": 2, | |
"num_layers": 1 | |
}, | |
"label_encoding": "IOB1", | |
"text_field_embedder": { | |
"token_embedders": { | |
"tokens": { | |
"type": "embedding", | |
"embedding_dim": 100, | |
"pretrained_file": "allennlp/tests/fixtures/embeddings/glove.6B.100d.sample.txt.gz", | |
"projection_dim": 2, | |
"trainable": true | |
} | |
} | |
} | |
}, | |
"train_data_path": "allennlp/tests/fixtures/data/conll2003.txt", | |
"validation_data_path": "allennlp/tests/fixtures/data/conll2003.txt", | |
"trainer": { | |
"cuda_device": -1, | |
"grad_norm": 1, | |
"num_epochs": 1, | |
"optimizer": { | |
"type": "adadelta", | |
"lr": 1e-06, | |
"rho": 0.95 | |
}, | |
"patience": 500 | |
}, | |
"data_loader": { | |
"batch_sampler": { | |
"type": "bucket", | |
"batch_size": 80, | |
"padding_noise": 0 | |
} | |
}, | |
"validation_dataset_reader": { | |
"type": "conll2003", | |
"tag_label": "ner", | |
"token_indexers": { | |
"tokens": { | |
"type": "single_id", | |
"lowercase_tokens": true, | |
"namespace": "test_tokens" | |
} | |
} | |
} | |
} | |