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README.md

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+---
+library_name: transformers.js
+base_model:
+- blaze999/Medical-NER
+---
+
+# Medical-NER (ONNX)
+
+This is an ONNX version of [blaze999/Medical-NER](https://huggingface.co/blaze999/Medical-NER). It was automatically converted and uploaded using [this space](https://huggingface.co/spaces/onnx-community/convert-to-onnx).

config.json

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+{
+  "_attn_implementation_autoset": true,
+  "_name_or_path": "blaze999/Medical-NER",
+  "architectures": [
+    "DebertaV2ForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "O",
+    "1": "B-ACTIVITY",
+    "2": "I-ACTIVITY",
+    "3": "I-ADMINISTRATION",
+    "4": "B-ADMINISTRATION",
+    "5": "B-AGE",
+    "6": "I-AGE",
+    "7": "I-AREA",
+    "8": "B-AREA",
+    "9": "B-BIOLOGICAL_ATTRIBUTE",
+    "10": "I-BIOLOGICAL_ATTRIBUTE",
+    "11": "I-BIOLOGICAL_STRUCTURE",
+    "12": "B-BIOLOGICAL_STRUCTURE",
+    "13": "B-CLINICAL_EVENT",
+    "14": "I-CLINICAL_EVENT",
+    "15": "B-COLOR",
+    "16": "I-COLOR",
+    "17": "I-COREFERENCE",
+    "18": "B-COREFERENCE",
+    "19": "B-DATE",
+    "20": "I-DATE",
+    "21": "I-DETAILED_DESCRIPTION",
+    "22": "B-DETAILED_DESCRIPTION",
+    "23": "I-DIAGNOSTIC_PROCEDURE",
+    "24": "B-DIAGNOSTIC_PROCEDURE",
+    "25": "I-DISEASE_DISORDER",
+    "26": "B-DISEASE_DISORDER",
+    "27": "B-DISTANCE",
+    "28": "I-DISTANCE",
+    "29": "B-DOSAGE",
+    "30": "I-DOSAGE",
+    "31": "I-DURATION",
+    "32": "B-DURATION",
+    "33": "I-FAMILY_HISTORY",
+    "34": "B-FAMILY_HISTORY",
+    "35": "B-FREQUENCY",
+    "36": "I-FREQUENCY",
+    "37": "I-HEIGHT",
+    "38": "B-HEIGHT",
+    "39": "B-HISTORY",
+    "40": "I-HISTORY",
+    "41": "I-LAB_VALUE",
+    "42": "B-LAB_VALUE",
+    "43": "I-MASS",
+    "44": "B-MASS",
+    "45": "I-MEDICATION",
+    "46": "B-MEDICATION",
+    "47": "I-NONBIOLOGICAL_LOCATION",
+    "48": "B-NONBIOLOGICAL_LOCATION",
+    "49": "I-OCCUPATION",
+    "50": "B-OCCUPATION",
+    "51": "B-OTHER_ENTITY",
+    "52": "I-OTHER_ENTITY",
+    "53": "B-OTHER_EVENT",
+    "54": "I-OTHER_EVENT",
+    "55": "I-OUTCOME",
+    "56": "B-OUTCOME",
+    "57": "I-PERSONAL_BACKGROUND",
+    "58": "B-PERSONAL_BACKGROUND",
+    "59": "B-QUALITATIVE_CONCEPT",
+    "60": "I-QUALITATIVE_CONCEPT",
+    "61": "I-QUANTITATIVE_CONCEPT",
+    "62": "B-QUANTITATIVE_CONCEPT",
+    "63": "B-SEVERITY",
+    "64": "I-SEVERITY",
+    "65": "B-SEX",
+    "66": "I-SEX",
+    "67": "B-SHAPE",
+    "68": "I-SHAPE",
+    "69": "B-SIGN_SYMPTOM",
+    "70": "I-SIGN_SYMPTOM",
+    "71": "B-SUBJECT",
+    "72": "I-SUBJECT",
+    "73": "B-TEXTURE",
+    "74": "I-TEXTURE",
+    "75": "B-THERAPEUTIC_PROCEDURE",
+    "76": "I-THERAPEUTIC_PROCEDURE",
+    "77": "I-TIME",
+    "78": "B-TIME",
+    "79": "B-VOLUME",
+    "80": "I-VOLUME",
+    "81": "I-WEIGHT",
+    "82": "B-WEIGHT"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
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+    "B-COREFERENCE": 18,
+    "B-DATE": 19,
+    "B-DETAILED_DESCRIPTION": 22,
+    "B-DIAGNOSTIC_PROCEDURE": 24,
+    "B-DISEASE_DISORDER": 26,
+    "B-DISTANCE": 27,
+    "B-DOSAGE": 29,
+    "B-DURATION": 32,
+    "B-FAMILY_HISTORY": 34,
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+    "B-HEIGHT": 38,
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+    "B-PERSONAL_BACKGROUND": 58,
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+    "B-QUANTITATIVE_CONCEPT": 62,
+    "B-SEVERITY": 63,
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+    "B-SIGN_SYMPTOM": 69,
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+    "B-THERAPEUTIC_PROCEDURE": 75,
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+    "B-VOLUME": 79,
+    "B-WEIGHT": 82,
+    "I-ACTIVITY": 2,
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+    "I-AREA": 7,
+    "I-BIOLOGICAL_ATTRIBUTE": 10,
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+    "I-COREFERENCE": 17,
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+    "I-DURATION": 31,
+    "I-FAMILY_HISTORY": 33,
+    "I-FREQUENCY": 36,
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+    "I-HISTORY": 40,
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+    "I-OTHER_EVENT": 54,
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+    "I-PERSONAL_BACKGROUND": 57,
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+    "I-QUANTITATIVE_CONCEPT": 61,
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+    "I-SIGN_SYMPTOM": 70,
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+    "I-THERAPEUTIC_PROCEDURE": 76,
+    "I-TIME": 77,
+    "I-VOLUME": 80,
+    "I-WEIGHT": 81,
+    "O": 0
+  },
+  "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": "4.49.0",
+  "type_vocab_size": 0,
+  "vocab_size": 128100
+}

onnx/model.onnx

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onnx/model_bnb4.onnx

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onnx/model_fp16.onnx

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onnx/model_q4f16.onnx

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onnx/model_quantized.onnx

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onnx/model_uint8.onnx

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quantize_config.json

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+{
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+        "int8",
+        "uint8",
+        "q4",
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+}

special_tokens_map.json

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+{
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+    "lstrip": false,
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+    "single_word": false
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+}

tokenizer_config.json

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+{
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+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]",
+  "vocab_type": "spm"
+}