File size: 862 Bytes
143b612 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 | {
"architecture": "DenseNet121-Transformer",
"model_type": "custom",
"task": "handwritten-text-recognition",
"language": "Arabic",
"script": "Arabic",
"transfer_learning": "Kurdish (DASTNUS) → Arabic (KHATT)",
"vocabulary": "Triple unified (Kurdish + Arabic + Urdu)",
"hidden_size": 256,
"num_encoder_layers": 3,
"num_decoder_layers": 3,
"num_attention_heads": 8,
"feed_forward_dim": 1024,
"dropout": 0.4,
"vocab_size": 192,
"max_sequence_length": 150,
"image_height": 96,
"image_width": 1235,
"cnn_backbone": "densenet121",
"parameters": 14209145,
"training": {
"best_val_cer": 0.0969613927621504,
"best_val_loss": null,
"best_epoch": 73,
"optimizer": "AdamW",
"learning_rate": 0.0005,
"batch_size": 16,
"pretrained_from": "Kurdish DASTNUS (unified vocab)"
}
} |