Text Classification
Transformers
Joblib
Safetensors
bert
Generated from Trainer
text-embeddings-inference
Instructions to use Iloriayomide/my-symptom-checker-biobert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Iloriayomide/my-symptom-checker-biobert with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Iloriayomide/my-symptom-checker-biobert")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Iloriayomide/my-symptom-checker-biobert") model = AutoModelForSequenceClassification.from_pretrained("Iloriayomide/my-symptom-checker-biobert", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +48 -48
- model.safetensors +1 -1
- training_args.bin +1 -1
config.json
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"1": "Arthritis",
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"2": "Bronchial Asthma",
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"3": "Cervical spondylosis",
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"4": "Chicken pox",
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"5": "Common Cold",
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"6": "Dengue",
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"7": "Dimorphic Hemorrhoids",
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"12": "Malaria",
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"23": "urinary tract infection"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Acne": 0,
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"Arthritis": 1,
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"Bronchial Asthma": 2,
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"Cervical spondylosis": 3,
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"Chicken pox": 4,
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"Common Cold": 5,
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"Dengue": 6,
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"Dimorphic Hemorrhoids": 7,
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"Fungal infection": 8,
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"Hypertension": 9,
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"Impetigo": 10,
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"Jaundice": 11,
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"Malaria": 12,
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"Migraine": 13,
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"Pneumonia": 14,
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"Psoriasis": 15,
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"Typhoid": 16,
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"Varicose Veins": 17,
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"allergy": 18,
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"diabetes": 19,
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"drug reaction": 20,
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"gastroesophageal reflux disease": 21,
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"peptic ulcer disease": 22,
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"urinary tract infection": 23
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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model.safetensors
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size 433338440
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size 433338440
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training_args.bin
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size 5841
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size 5841
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