Adding ONNX file of this model

Beep boop I am the [ONNX export bot 🤖🏎️](https://huggingface.co/spaces/onnx/export). On behalf of [Lyreck](https://huggingface.co/Lyreck), I would like to add to this repository the model converted to ONNX.

What is ONNX? It stands for "Open Neural Network Exchange", and is the most commonly used open standard for machine learning interoperability. You can find out more at [onnx.ai](https://onnx.ai/)!

The exported ONNX model can be then be consumed by various backends as TensorRT or TVM, or simply be used in a few lines with 🤗 Optimum through ONNX Runtime, check out how [here](https://huggingface.co/docs/optimum/main/en/onnxruntime/usage_guides/models)!

README.md

@@ -3,20 +3,21 @@ license: mit
 base_model: microsoft/deberta-v3-base
 tags:
 - generated_from_trainer
+- onnx
 metrics:
 - precision
 - recall
 - f1
 - accuracy
-model-index:
-- name: deberta-v3-base-pii-en
-  results: []
 pipeline_tag: token-classification
 widget:
-  - text: My name is Yoni Go and I live in Israel. My phone number is 054-1234567
+- text: My name is Yoni Go and I live in Israel. My phone number is 054-1234567
 inference:
   parameters:
     aggregation_strategy: first
+model-index:
+- name: deberta-v3-base-pii-en
+  results: []
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You

onnx/config.json

@@ -0,0 +1,154 @@
+{
+  "_attn_implementation_autoset": true,
+  "architectures": [
+    "DebertaV2ForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "I-BOD",
+    "1": "I-BUILDING",
+    "2": "I-CARDISSUER",
+    "3": "I-CITY",
+    "4": "I-COUNTRY",
+    "5": "I-DATE",
+    "6": "I-DRIVERLICENSE",
+    "7": "I-EMAIL",
+    "8": "I-GEOCOORD",
+    "9": "I-GIVENNAME1",
+    "10": "I-GIVENNAME2",
+    "11": "I-IDCARD",
+    "12": "I-IP",
+    "13": "I-LASTNAME1",
+    "14": "I-LASTNAME2",
+    "15": "I-LASTNAME3",
+    "16": "I-PASS",
+    "17": "I-PASSPORT",
+    "18": "I-POSTCODE",
+    "19": "I-SECADDRESS",
+    "20": "I-SEX",
+    "21": "I-SOCIALNUMBER",
+    "22": "I-STATE",
+    "23": "I-STREET",
+    "24": "I-TEL",
+    "25": "I-TIME",
+    "26": "I-TITLE",
+    "27": "I-USERNAME",
+    "28": "B-BOD",
+    "29": "B-BUILDING",
+    "30": "B-CARDISSUER",
+    "31": "B-CITY",
+    "32": "B-COUNTRY",
+    "33": "B-DATE",
+    "34": "B-DRIVERLICENSE",
+    "35": "B-EMAIL",
+    "36": "B-GEOCOORD",
+    "37": "B-GIVENNAME1",
+    "38": "B-GIVENNAME2",
+    "39": "B-IDCARD",
+    "40": "B-IP",
+    "41": "B-LASTNAME1",
+    "42": "B-LASTNAME2",
+    "43": "B-LASTNAME3",
+    "44": "B-PASS",
+    "45": "B-PASSPORT",
+    "46": "B-POSTCODE",
+    "47": "B-SECADDRESS",
+    "48": "B-SEX",
+    "49": "B-SOCIALNUMBER",
+    "50": "B-STATE",
+    "51": "B-STREET",
+    "52": "B-TEL",
+    "53": "B-TIME",
+    "54": "B-TITLE",
+    "55": "B-USERNAME",
+    "56": "O"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_10": 10,
+    "LABEL_11": 11,
+    "LABEL_12": 12,
+    "LABEL_13": 13,
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+    "LABEL_15": 15,
+    "LABEL_16": 16,
+    "LABEL_17": 17,
+    "LABEL_18": 18,
+    "LABEL_19": 19,
+    "LABEL_2": 2,
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+    "LABEL_21": 21,
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+    "LABEL_25": 25,
+    "LABEL_26": 26,
+    "LABEL_27": 27,
+    "LABEL_28": 28,
+    "LABEL_29": 29,
+    "LABEL_3": 3,
+    "LABEL_30": 30,
+    "LABEL_31": 31,
+    "LABEL_32": 32,
+    "LABEL_33": 33,
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+    "LABEL_35": 35,
+    "LABEL_36": 36,
+    "LABEL_37": 37,
+    "LABEL_38": 38,
+    "LABEL_39": 39,
+    "LABEL_4": 4,
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+    "LABEL_43": 43,
+    "LABEL_44": 44,
+    "LABEL_45": 45,
+    "LABEL_46": 46,
+    "LABEL_47": 47,
+    "LABEL_48": 48,
+    "LABEL_49": 49,
+    "LABEL_5": 5,
+    "LABEL_50": 50,
+    "LABEL_51": 51,
+    "LABEL_52": 52,
+    "LABEL_53": 53,
+    "LABEL_54": 54,
+    "LABEL_55": 55,
+    "LABEL_56": 56,
+    "LABEL_6": 6,
+    "LABEL_7": 7,
+    "LABEL_8": 8,
+    "LABEL_9": 9
+  },
+  "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": 12,
+  "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,
+  "relative_attention": true,
+  "share_att_key": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3",
+  "type_vocab_size": 0,
+  "vocab_size": 128100
+}

onnx/model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82336676280627fde50c3443f2635f7f1cd3640f5be68acfa9ba4d20dc400caf
+size 736377054

onnx/special_tokens_map.json

@@ -0,0 +1,51 @@
+{
+  "bos_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

onnx/tokenizer_config.json

@@ -0,0 +1,59 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "normalized": true,
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+      "single_word": false,
+      "special": true
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+  "bos_token": "[CLS]",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "eos_token": "[SEP]",
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "sp_model_kwargs": {},
+  "split_by_punct": false,
+  "tokenizer_class": "DebertaV2Tokenizer",
+  "unk_token": "[UNK]",
+  "vocab_type": "spm"
+}