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gliner_config.json

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+{
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+  "dropout": 0.4,
+  "embed_ent_token": true,
+  "encoder_config": {
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+    "_name_or_path": "microsoft/deberta-v3-small",
+    "add_cross_attention": false,
+    "architectures": null,
+    "attention_probs_dropout_prob": 0.1,
+    "bad_words_ids": null,
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+    "hidden_act": "gelu",
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+    "hidden_size": 768,
+    "id2label": {
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+      "1": "LABEL_1"
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+    "is_decoder": false,
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+      "LABEL_1": 1
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+    "legacy": true,
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+    "max_relative_positions": -1,
+    "min_length": 0,
+    "model_type": "deberta-v2",
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+    "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,
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+    "pooler_hidden_act": "gelu",
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+    "pos_att_type": [
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+    "remove_invalid_values": false,
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+    "share_att_key": true,
+    "suppress_tokens": null,
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+    "temperature": 1.0,
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+    "tie_encoder_decoder": false,
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+    "typical_p": 1.0,
+    "use_bfloat16": false,
+    "vocab_size": 128004
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+  "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"
+  },
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+    "bank_routing_number": 2,
+    "bban": 3,
+    "company": 4,
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+    "customer_id": 7,
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+    "date_time": 10,
+    "driver_license_number": 11,
+    "email": 12,
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+    "iban": 15,
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+    "ipv6": 17,
+    "last_name": 18,
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+    "password": 22,
+    "phone_number": 23,
+    "ssn": 24,
+    "street_address": 25,
+    "swift_bic_code": 26,
+    "time": 27
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+  "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"
+}

model.onnx

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model.quant.onnx

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pytorch_model.bin

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special_tokens_map.json

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+{
+  "bos_token": "[CLS]",
+  "cls_token": "[CLS]",
+  "eos_token": "[SEP]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
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+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
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+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "sp_model_kwargs": {},
+  "split_by_punct": false,
+  "tokenizer_class": "DebertaV2Tokenizer",
+  "unk_token": "[UNK]",
+  "vocab_type": "spm"
+}