{ "model_type": "flair", "architectures": [ "FlairNER" ], "embedding_dim": 300, "hidden_size": 256, "dropout": 0.5, "num_classes": 19, "rnn_layers": 1, "bidirectional": true, "crf": true, "word_dropout": 0.05, "locked_dropout": 0.5, "linear_in_features": 512, "linear_out_features": 19, "loss_function": "ViterbiLoss", "learning_rate": 0.1, "batch_size": 64, "max_epochs": 100 }