{
  "format": "zipa-mlx-hf-bundle-v1",
  "variant": "small-crctc-ns-no-diacritics-700k",
  "feature_dim": 80,
  "subsampling_factor": 4,
  "vocab_size": 127,
  "num_encoder_layers": [
    2,
    2,
    3,
    4,
    3,
    2
  ],
  "downsampling_factor": [
    1,
    2,
    4,
    8,
    4,
    2
  ],
  "feedforward_dim": [
    512,
    768,
    1024,
    1536,
    1024,
    768
  ],
  "num_heads": [
    4,
    4,
    4,
    8,
    4,
    4
  ],
  "encoder_dim": [
    192,
    256,
    384,
    512,
    384,
    256
  ],
  "encoder_unmasked_dim": [
    192,
    192,
    256,
    256,
    256,
    192
  ],
  "cnn_module_kernel": [
    31,
    31,
    15,
    15,
    15,
    31
  ],
  "query_head_dim": 32,
  "value_head_dim": 12,
  "pos_head_dim": 4,
  "pos_dim": 48,
  "causal": false,
  "use_ctc": true,
  "use_cr_ctc": true,
  "use_transducer": false,
  "quantization": {
    "format": "zipa-mlx-quantized-v1",
    "bits": 8,
    "group_size": 64,
    "checkpoint": "model.safetensors"
  },
  "source_model_id": "anyspeech/zipa-small-crctc-ns-no-diacritics-700k",
  "target_hf_repo": "bearcove/zipa-small-crctc-ns-no-diacritics-700k-mlx-q8",
  "consumer_repo": "fasterthanlime/bee",
  "consumer_crate": "bee-zipa-mlx",
  "license": "mit",
  "license_note": "Marked MIT based on the upstream ZIPA repository license and upstream release statement; confirm with upstream model authors."
}