| { | |
| "architecture": "DenseNet121-Transformer", | |
| "model_type": "custom", | |
| "task": "handwritten-text-recognition", | |
| "language": "Urdu", | |
| "script": "Arabic", | |
| "transfer_learning": "Kurdish (DASTNUS) → Urdu (PUCIT)", | |
| "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": 0.061720455254131584, | |
| "best_val_loss": null, | |
| "best_epoch": 74, | |
| "optimizer": "AdamW", | |
| "learning_rate": 0.0005, | |
| "batch_size": 16, | |
| "pretrained_from": "Kurdish DASTNUS (unified vocab)" | |
| } | |
| } |