gliner_config.json

{
  "class_token_index": 128002,
  "dropout": 0.4,
  "embed_ent_token": true,
  "encoder_config": {
    "_attn_implementation_autoset": false,
    "_name_or_path": "microsoft/deberta-v3-small",
    "add_cross_attention": false,
    "architectures": null,
    "attention_probs_dropout_prob": 0.1,
    "bad_words_ids": null,
    "begin_suppress_tokens": null,
    "bos_token_id": null,
    "chunk_size_feed_forward": 0,
    "cross_attention_hidden_size": null,
    "decoder_start_token_id": null,
    "diversity_penalty": 0.0,
    "do_sample": false,
    "early_stopping": false,
    "encoder_no_repeat_ngram_size": 0,
    "eos_token_id": null,
    "exponential_decay_length_penalty": null,
    "finetuning_task": null,
    "forced_bos_token_id": null,
    "forced_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_decoder": false,
    "is_encoder_decoder": false,
    "label2id": {
      "LABEL_0": 0,
      "LABEL_1": 1
    },
    "layer_norm_eps": 1e-07,
    "legacy": true,
    "length_penalty": 1.0,
    "max_length": 20,
    "max_position_embeddings": 512,
    "max_relative_positions": -1,
    "min_length": 0,
    "model_type": "deberta-v2",
    "no_repeat_ngram_size": 0,
    "norm_rel_ebd": "layer_norm",
    "num_attention_heads": 12,
    "num_beam_groups": 1,
    "num_beams": 1,
    "num_hidden_layers": 6,
    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "output_scores": 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,
    "prefix": null,
    "problem_type": null,
    "pruned_heads": {},
    "relative_attention": true,
    "remove_invalid_values": false,
    "repetition_penalty": 1.0,
    "return_dict": true,
    "return_dict_in_generate": false,
    "sep_token_id": null,
    "share_att_key": true,
    "suppress_tokens": null,
    "task_specific_params": null,
    "temperature": 1.0,
    "tf_legacy_loss": false,
    "tie_encoder_decoder": false,
    "tie_word_embeddings": true,
    "tokenizer_class": null,
    "top_k": 50,
    "top_p": 1.0,
    "torch_dtype": null,
    "torchscript": false,
    "type_vocab_size": 0,
    "typical_p": 1.0,
    "use_bfloat16": false,
    "vocab_size": 128004
  },
  "ent_token": "<<ENT>>",
  "eval_every": 5000,
  "fine_tune": true,
  "fuse_layers": false,
  "has_rnn": true,
  "hidden_size": 512,
  "id2label": {
    "1": "api_key",
    "2": "bank_routing_number",
    "3": "bban",
    "4": "company",
    "5": "credit_card_number",
    "6": "credit_card_security_code",
    "7": "customer_id",
    "8": "date",
    "9": "date_of_birth",
    "10": "date_time",
    "11": "driver_license_number",
    "12": "email",
    "13": "employee_id",
    "14": "first_name",
    "15": "iban",
    "16": "ipv4",
    "17": "ipv6",
    "18": "last_name",
    "19": "local_latlng",
    "20": "name",
    "21": "passport_number",
    "22": "password",
    "23": "phone_number",
    "24": "ssn",
    "25": "street_address",
    "26": "swift_bic_code",
    "27": "time"
  },
  "label2id": {
    "api_key": 1,
    "bank_routing_number": 2,
    "bban": 3,
    "company": 4,
    "credit_card_number": 5,
    "credit_card_security_code": 6,
    "customer_id": 7,
    "date": 8,
    "date_of_birth": 9,
    "date_time": 10,
    "driver_license_number": 11,
    "email": 12,
    "employee_id": 13,
    "first_name": 14,
    "iban": 15,
    "ipv4": 16,
    "ipv6": 17,
    "last_name": 18,
    "local_latlng": 19,
    "name": 20,
    "passport_number": 21,
    "password": 22,
    "phone_number": 23,
    "ssn": 24,
    "street_address": 25,
    "swift_bic_code": 26,
    "time": 27
  },
  "labels_encoder": null,
  "labels_encoder_config": null,
  "lr_encoder": "1e-5",
  "lr_others": "5e-5",
  "max_len": 384,
  "max_neg_type_ratio": 1,
  "max_types": 25,
  "max_width": 12,
  "model_name": "microsoft/deberta-v3-small",
  "model_type": "gliner",
  "name": "correct",
  "num_post_fusion_layers": 1,
  "num_steps": 30000,
  "post_fusion_schema": "",
  "random_drop": true,
  "sep_token": "<<SEP>>",
  "shuffle_types": true,
  "size_sup": -1,
  "span_mode": "markerV0",
  "subtoken_pooling": "first",
  "train_batch_size": 8,
  "transformers_version": "4.48.3",
  "vocab_size": 128004,
  "warmup_ratio": 3000,
  "words_splitter_type": "whitespace"
}