{ "tokenizer_type": "bpe", "rnn_type": "gru", "embedding_dim": 64, "hidden_size": 64, "num_layers": 1, "dropout": 0.2, "bidirectional": false, "max_length": 1024, "vocab_size": 20000, "best_score": 0.9610887336446381, "best_score_metric": "average_precision", "optimal_threshold": 0.5204693078994751, "random_state": 42, "loss_type": "focal", "focal_gamma": 3.0, "focal_alpha": null, "focal_auto_alpha": true, "embedding_dropout": 0.2, "weight_decay": 1e-05, "use_cv": false, "cv_folds": null, "use_layer_norm": true, "max_grad_norm": 1.0, "use_lr_schedule": true, "lr_schedule_patience": 2, "lr_schedule_factor": 0.5, "quantized": true, "quantization_dtype": "torch.qint8", "quantization_method": "torch.ao.quantization.quantize_dynamic", "embeddings_quantized_fp16": true }