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ai4bharat
/
Cadence-Fast

Token Classification
Safetensors
cadence-punctuation
cadence_punctuation
english
punctuation-restoration
multilingual
indic-languages
ai4bharat
custom_code
Model card Files
xet
Community
Cadence-Fast
File size: 2,843 Bytes 
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{
  "model_type": "cadence_punctuation",
  "auto_map": {
    "AutoConfig": "modeling_gemma3_punctuation.Gemma3PunctuationConfig",
    "AutoModelForTokenClassification": "modeling_gemma3_punctuation.Gemma3ForTokenClassification",
    "AutoModel": "modeling_gemma3_punctuation.Gemma3ForTokenClassification"
  },
  "_sliding_window_pattern": 6,
  "architectures": [
    "Gemma3ForTokenClassification"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "attn_logit_softcapping": null,
  "bos_token_id": 2,
  "cache_implementation": "hybrid",
  "classifier_dropout_prob": 0.0,
  "dtype": "float32",
  "eos_token_id": 1,
  "final_logit_softcapping": null,
  "head_dim": 256,
  "hidden_activation": "gelu_pytorch_tanh",
  "hidden_size": 640,
  "id2label": {
    "0": "O",
    "1": ".",
    "10": "\"",
    "11": "\u0964",
    "12": "(",
    "13": ")",
    "14": ":",
    "15": "\u066c",
    "16": "\u06d4",
    "17": "\u061f",
    "18": ".\"",
    "19": ").",
    "2": ",",
    "20": "),",
    "21": "\",",
    "22": "\".",
    "23": "?\"",
    "24": "\"?",
    "25": "\u0964\"",
    "26": "\"\u0964",
    "27": "\u060c",
    "28": "\u1c7e",
    "29": "\u0965",
    "3": "?",
    "30": "\u1c7e\u0964",
    "4": "-",
    "5": ";",
    "6": "_",
    "7": "!",
    "8": "'",
    "9": "..."
  },
  "initializer_range": 0.02,
  "intermediate_size": 2048,
  "label2id": {
    "!": 7,
    "\"": 10,
    "\",": 21,
    "\".": 22,
    "\"?": 24,
    "\"\u0964": 26,
    "'": 8,
    "(": 12,
    ")": 13,
    "),": 20,
    ").": 19,
    ",": 2,
    "-": 4,
    ".": 1,
    ".\"": 18,
    "...": 9,
    ":": 14,
    ";": 5,
    "?": 3,
    "?\"": 23,
    "O": 0,
    "_": 6,
    "\u060c": 27,
    "\u061f": 17,
    "\u066c": 15,
    "\u06d4": 16,
    "\u0964": 11,
    "\u0964\"": 25,
    "\u0965": 29,
    "\u1c7e": 28,
    "\u1c7e\u0964": 30
  },
  "layer_types": [
    "sliding_attention",
    "sliding_attention",
    "sliding_attention",
    "sliding_attention",
    "sliding_attention",
    "full_attention",
    "sliding_attention",
    "sliding_attention",
    "sliding_attention",
    "sliding_attention",
    "sliding_attention",
    "full_attention",
    "sliding_attention",
    "sliding_attention",
    "sliding_attention",
    "sliding_attention",
    "sliding_attention",
    "full_attention"
  ],
  "max_position_embeddings": 32768,
  "model_type": "cadence_punctuation",
  "num_attention_heads": 4,
  "num_hidden_layers": 18,
  "num_key_value_heads": 1,
  "pad_token_id": 0,
  "query_pre_attn_scalar": 256,
  "rms_norm_eps": 1e-06,
  "rope_local_base_freq": 10000.0,
  "rope_scaling": null,
  "rope_theta": 1000000.0,
  "sliding_window": 512,
  "sliding_window_pattern": 6,
  "transformers_version": "4.57.1",
  "use_bidirectional_attention": false,
  "use_cache": false,
  "use_non_causal_attention": true,
  "vocab_size": 262144
}