Training in progress, epoch 1

config.json

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+{
+  "_name_or_path": "appleternity/scibert-uncased-finetuned-coda19",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": " Allergy / Immunology",
+    "1": " Autopsy",
+    "10": " Discharge Summary",
+    "11": " ENT - Otolaryngology",
+    "12": " Emergency Room Reports",
+    "13": " Endocrinology",
+    "14": " Gastroenterology",
+    "15": " General Medicine",
+    "16": " Hematology - Oncology",
+    "17": " Hospice - Palliative Care",
+    "18": " IME-QME-Work Comp etc.",
+    "19": " Lab Medicine - Pathology",
+    "2": " Bariatrics",
+    "20": " Letters",
+    "21": " Nephrology",
+    "22": " Neurology",
+    "23": " Neurosurgery",
+    "24": " Obstetrics / Gynecology",
+    "25": " Office Notes",
+    "26": " Ophthalmology",
+    "27": " Orthopedic",
+    "28": " Pain Management",
+    "29": " Pediatrics - Neonatal",
+    "3": " Cardiovascular / Pulmonary",
+    "30": " Physical Medicine - Rehab",
+    "31": " Podiatry",
+    "32": " Psychiatry / Psychology",
+    "33": " Radiology",
+    "34": " Rheumatology",
+    "35": " SOAP / Chart / Progress Notes",
+    "36": " Sleep Medicine",
+    "37": " Speech - Language",
+    "38": " Surgery",
+    "39": " Urology",
+    "4": " Chiropractic",
+    "5": " Consult - History and Phy.",
+    "6": " Cosmetic / Plastic Surgery",
+    "7": " Dentistry",
+    "8": " Dermatology",
+    "9": " Diets and Nutritions"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
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+    " Dentistry": 7,
+    " Dermatology": 8,
+    " Diets and Nutritions": 9,
+    " Discharge Summary": 10,
+    " ENT - Otolaryngology": 11,
+    " Emergency Room Reports": 12,
+    " Endocrinology": 13,
+    " Gastroenterology": 14,
+    " General Medicine": 15,
+    " Hematology - Oncology": 16,
+    " Hospice - Palliative Care": 17,
+    " IME-QME-Work Comp etc.": 18,
+    " Lab Medicine - Pathology": 19,
+    " Letters": 20,
+    " Nephrology": 21,
+    " Neurology": 22,
+    " Neurosurgery": 23,
+    " Obstetrics / Gynecology": 24,
+    " Office Notes": 25,
+    " Ophthalmology": 26,
+    " Orthopedic": 27,
+    " Pain Management": 28,
+    " Pediatrics - Neonatal": 29,
+    " Physical Medicine - Rehab": 30,
+    " Podiatry": 31,
+    " Psychiatry / Psychology": 32,
+    " Radiology": 33,
+    " Rheumatology": 34,
+    " SOAP / Chart / Progress Notes": 35,
+    " Sleep Medicine": 36,
+    " Speech - Language": 37,
+    " Surgery": 38,
+    " Urology": 39
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.33.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 31090
+}

pytorch_model.bin

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special_tokens_map.json

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tokenizer_config.json

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+  "do_lower_case": true,
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+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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