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sinhala_language_classifier_100k

Text Classification
Sinhala
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sinhala_language_classifier_100k
File size: 804 Bytes 
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{
  "model_type": "LargeSinhalaClassifier",
  "architecture": {
    "input_dim": 240,
    "hidden_dims": [
      320,
      256,
      128,
      64
    ],
    "dropout": [
      0.35,
      0.35,
      0.3,
      0.3
    ],
    "batch_norm": true,
    "num_classes": 1
  },
  "total_parameters": 202049,
  "performance_metrics": {
    "accuracy": 1.0,
    "precision": 1.0,
    "recall": 1.0,
    "f1_score": 1.0,
    "confusion_matrix": [
      [
        2298
      ]
    ]
  },
  "training_config": {
    "batch_size": 64,
    "optimizer": "Adam",
    "learning_rate": 0.001,
    "weight_decay": 0.0001,
    "scheduler": "ReduceLROnPlateau",
    "epochs_trained": 50
  },
  "safetensor_file": "sinhala_language_model_v2.safetensors",
  "input_features": "MFCC_statistics",
  "feature_dimension": 240
}