Token Classification
ONNX
GLiNER
glitext
ner
pii
File size: 2,179 Bytes
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{
  "class_token_index": 128001,
  "dropout": 0.4,
  "embed_ent_token": true,
  "encoder_config": {
    "_name_or_path": "microsoft/deberta-v3-small",
    "architectures": null,
    "attention_probs_dropout_prob": 0.1,
    "bos_token_id": null,
    "chunk_size_feed_forward": 0,
    "dtype": null,
    "eos_token_id": null,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.1,
    "hidden_size": 768,
    "id2label": {
      "0": "LABEL_0",
      "1": "LABEL_1"
    },
    "initializer_range": 0.02,
    "intermediate_size": 3072,
    "is_encoder_decoder": false,
    "label2id": {
      "LABEL_0": 0,
      "LABEL_1": 1
    },
    "layer_norm_eps": 1e-07,
    "legacy": true,
    "max_position_embeddings": 512,
    "max_relative_positions": -1,
    "model_type": "deberta-v2",
    "norm_rel_ebd": "layer_norm",
    "num_attention_heads": 12,
    "num_hidden_layers": 6,
    "output_attentions": false,
    "output_hidden_states": false,
    "pad_token_id": 0,
    "pooler_dropout": 0,
    "pooler_hidden_act": "gelu",
    "pooler_hidden_size": 768,
    "pos_att_type": [
      "p2c",
      "c2p"
    ],
    "position_biased_input": false,
    "position_buckets": 256,
    "problem_type": null,
    "relative_attention": true,
    "return_dict": true,
    "share_att_key": true,
    "tie_word_embeddings": true,
    "type_vocab_size": 0,
    "vocab_size": 128003
  },
  "ent_token": "<<ENT>>",
  "fine_tune": true,
  "fuse_layers": false,
  "has_rnn": true,
  "hidden_size": 768,
  "label_smoothing": 0.0,
  "loss_alpha": 0.8,
  "loss_gamma": 0,
  "loss_reduction": "sum",
  "max_len": 768,
  "max_neg_type_ratio": 1,
  "max_types": 30,
  "max_width": 12,
  "model_name": "microsoft/deberta-v3-small",
  "model_type": null,
  "name": "span level gliner",
  "neg_spans_ratio": 1.0,
  "num_post_fusion_layers": 1,
  "num_rnn_layers": 1,
  "post_fusion_schema": "",
  "random_drop": true,
  "represent_spans": false,
  "sep_token": "<<SEP>>",
  "shuffle_types": true,
  "span_loss_coef": 1.0,
  "span_mode": "markerV0",
  "subtoken_pooling": "first",
  "token_loss_coef": 1.0,
  "transformers_version": "5.1.0",
  "vocab_size": 128003,
  "words_splitter_type": "whitespace"
}