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config.json

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+{
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "dtype": "float32",
+  "eos_token_ids": 0,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "BLOOD",
+    "1": "CANCER AND NEOPLASMS",
+    "2": "CARDIOVASCULAR",
+    "3": "CONGENITAL DISORDERS",
+    "4": "DISPUTED AETIOLOGY AND OTHER",
+    "5": "EAR",
+    "6": "EYE",
+    "7": "GENERIC HEALTH RELEVANCE",
+    "8": "INFECTION",
+    "9": "INFLAMMATORY AND IMMUNE SYSTEM",
+    "10": "INJURIES AND ACCIDENTS",
+    "11": "MENTAL HEALTH",
+    "12": "METABOLIC AND ENDOCRINE",
+    "13": "MUSCULOSKELETAL",
+    "14": "NEUROLOGICAL",
+    "15": "ORAL AND GASTROINTESTINAL",
+    "16": "RENAL AND UROGENITAL",
+    "17": "REPRODUCTIVE HEALTH AND CHILDBIRTH",
+    "18": "RESPIRATORY",
+    "19": "SKIN",
+    "20": "STROKE"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "BLOOD": 0,
+    "CANCER AND NEOPLASMS": 1,
+    "CARDIOVASCULAR": 2,
+    "CONGENITAL DISORDERS": 3,
+    "DISPUTED AETIOLOGY AND OTHER": 4,
+    "EAR": 5,
+    "EYE": 6,
+    "GENERIC HEALTH RELEVANCE": 7,
+    "INFECTION": 8,
+    "INFLAMMATORY AND IMMUNE SYSTEM": 9,
+    "INJURIES AND ACCIDENTS": 10,
+    "MENTAL HEALTH": 11,
+    "METABOLIC AND ENDOCRINE": 12,
+    "MUSCULOSKELETAL": 13,
+    "NEUROLOGICAL": 14,
+    "ORAL AND GASTROINTESTINAL": 15,
+    "RENAL AND UROGENITAL": 16,
+    "REPRODUCTIVE HEALTH AND CHILDBIRTH": 17,
+    "RESPIRATORY": 18,
+    "SKIN": 19,
+    "STROKE": 20
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 24,
+  "output_past": true,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "multi_label_classification",
+  "transformers_version": "4.57.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

metadata.json

@@ -0,0 +1,96 @@
+{
+  "labels": [
+    "BLOOD",
+    "CANCER AND NEOPLASMS",
+    "CARDIOVASCULAR",
+    "CONGENITAL DISORDERS",
+    "DISPUTED AETIOLOGY AND OTHER",
+    "EAR",
+    "EYE",
+    "GENERIC HEALTH RELEVANCE",
+    "INFECTION",
+    "INFLAMMATORY AND IMMUNE SYSTEM",
+    "INJURIES AND ACCIDENTS",
+    "MENTAL HEALTH",
+    "METABOLIC AND ENDOCRINE",
+    "MUSCULOSKELETAL",
+    "NEUROLOGICAL",
+    "ORAL AND GASTROINTESTINAL",
+    "RENAL AND UROGENITAL",
+    "REPRODUCTIVE HEALTH AND CHILDBIRTH",
+    "RESPIRATORY",
+    "SKIN",
+    "STROKE"
+  ],
+  "label2id": {
+    "BLOOD": 0,
+    "CANCER AND NEOPLASMS": 1,
+    "CARDIOVASCULAR": 2,
+    "CONGENITAL DISORDERS": 3,
+    "DISPUTED AETIOLOGY AND OTHER": 4,
+    "EAR": 5,
+    "EYE": 6,
+    "GENERIC HEALTH RELEVANCE": 7,
+    "INFECTION": 8,
+    "INFLAMMATORY AND IMMUNE SYSTEM": 9,
+    "INJURIES AND ACCIDENTS": 10,
+    "MENTAL HEALTH": 11,
+    "METABOLIC AND ENDOCRINE": 12,
+    "MUSCULOSKELETAL": 13,
+    "NEUROLOGICAL": 14,
+    "ORAL AND GASTROINTESTINAL": 15,
+    "RENAL AND UROGENITAL": 16,
+    "REPRODUCTIVE HEALTH AND CHILDBIRTH": 17,
+    "RESPIRATORY": 18,
+    "SKIN": 19,
+    "STROKE": 20
+  },
+  "id2label": {
+    "0": "BLOOD",
+    "1": "CANCER AND NEOPLASMS",
+    "2": "CARDIOVASCULAR",
+    "3": "CONGENITAL DISORDERS",
+    "4": "DISPUTED AETIOLOGY AND OTHER",
+    "5": "EAR",
+    "6": "EYE",
+    "7": "GENERIC HEALTH RELEVANCE",
+    "8": "INFECTION",
+    "9": "INFLAMMATORY AND IMMUNE SYSTEM",
+    "10": "INJURIES AND ACCIDENTS",
+    "11": "MENTAL HEALTH",
+    "12": "METABOLIC AND ENDOCRINE",
+    "13": "MUSCULOSKELETAL",
+    "14": "NEUROLOGICAL",
+    "15": "ORAL AND GASTROINTESTINAL",
+    "16": "RENAL AND UROGENITAL",
+    "17": "REPRODUCTIVE HEALTH AND CHILDBIRTH",
+    "18": "RESPIRATORY",
+    "19": "SKIN",
+    "20": "STROKE"
+  },
+  "optimal_thresholds": [
+    0.8500000000000002,
+    0.40000000000000013,
+    0.7000000000000002,
+    0.15000000000000002,
+    0.1,
+    0.15000000000000002,
+    0.30000000000000004,
+    0.9000000000000002,
+    0.15000000000000002,
+    0.8000000000000002,
+    0.4500000000000002,
+    0.5000000000000002,
+    0.8500000000000002,
+    0.9000000000000002,
+    0.6500000000000001,
+    0.45000000000000006,
+    0.5000000000000001,
+    0.40000000000000013,
+    0.6500000000000002,
+    0.9000000000000002,
+    0.8500000000000002
+  ],
+  "base_model_name": "grants_biomedbert",
+  "max_len": 512
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7072a91a3d7d75124990c7ae67afeb4d244ed3761e2badaf8875ae56539d9944
+size 1340700668

special_tokens_map.json

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+{
+  "cls_token": {
+    "content": "[CLS]",
+    "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": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "4": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "max_length": 512,
+  "model_max_length": 1000000000000000019884624838656,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "stride": 0,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]"
+}