{
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  "model_family": "MHSA",
  "model_type": "multi_head_self_attention",
  "task": "handwritten-text-recognition",
  "language": "Kurdish (Central / Sorani)",
  "script": "Arabic-based",
  "decoder": "CTC",
  "image_height": 64,
  "image_width": 164,
  "cnn_backbone": "6-block CNN, max 256 channels",
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    "hidden_size": 160,
    "dropout": 0.3
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  "attention": {
    "attention_type": "multi_head_self_attention",
    "attention_position": "between BiLSTM layers 2 and 3",
    "num_heads": 4,
    "feed_forward_dim": 320,
    "dropout": 0.1
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  "vocab_size": 113,
  "ctc_blank_idx": 0,
  "parameters": 4047576,
  "training": {
    "optimizer": "AdamW",
    "lr_schedule": "OneCycleLR",
    "peak_learning_rate": 0.0005,
    "weight_decay": 0.0001,
    "batch_size": 32,
    "max_epochs": 80,
    "early_stopping_patience": 10,
    "gradient_clip": 5.0,
    "mixed_precision": "FP16",
    "augmentation": "adaptive",
    "seed": 42,
    "best_epoch": 76,
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  "evaluation": {
    "dataset": "DASTNUS Unique Words",
    "test_cer": 0.0383,
    "test_wer": 0.1655
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}