| { | |
| "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 | |
| } | |